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Selective Insurance Group

sigi · NASDAQ Financial Services
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Exchange NASDAQ
Sector Financial Services
Industry Insurance - Property & Casualty
Employees 1001-5000
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FY2016 Annual Report · Selective Insurance Group
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Selective Insurance Group, Inc.
40 Wantage Avenue 
Branchville, New Jersey 07890 

www.Selective.com

The Selective Mobile App
Where we put Response is everything.®   
in the palm of your hand.

ANNUAL  
REPORT  
2016

90 years of personalized service and “Being the Best” 

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90“So valuable is the human element that I will not 

let  this  Company  lose  the  human  touch  which 
has  been  largely  responsible  for  its  success.”

-D.L.B. Smith 
Founder

A horse and carriage accident in the early 1900’s led D.L.B. Smith to enter the insurance business and, in 1926, 
establish the Selected Risks Insurance Company in New Jersey. While much has changed over nine decades of growth, 
expansion and improvements, some things have remained the same, including the company’s commitment to servicing 
customers and independent insurance agents. The historical highlights below are some of the milestones that helped 
lay the foundation for Selective’s success today, our “high-tech, high-touch” business model, and unique field model.

1926
Selected issued its 
first policy — a 1925 
Hupmobile sedan — with 
an annual premium of 
$19.20.

1975
The company adds 
fidelity, contract surety, 
and commercial surety 
bonds to its array of 
products.

1995
Selective launched an 
improved and expanded 
field underwriting 
program to bring 
underwriting decision- 
making closer to 
customers.

2003
Selective advanced its 
underwriting technology by 
enhancing the Commercial 
Lines Automated System 
(CLAS®) and launching 
SelectPLUS® for  
Personal Lines.

1931
Coverages were 
expanded to include 
general liability, 
workers compensation, 
property, and municipal 
government insurance.

1977
Selective Insurance 
Group, Inc. (formerly 
named SRI Corporation) 
was incorporated.

1996
Selective began a 
Midwest expansion, 
adding nine new states 
over two years.

1937
The company began 
its growth as a regional 
insurer by adding PA, 
MD, DE, and DC to its 
operating territory.

1962
The IBM RAMAC 1401 
computer was installed, 
enabling the company 
to process 13 policies 
per minute.

1984
The company began 
issuing flood insurance 
on behalf of the federal 
government’s “Write 
Your Own” flood 
program.

2000
Selective formalized its 
“high-tech, high-touch” 
business model to 
emphasize its commitment 
to personalized customer 
service and technology.

1993
Operations were 
restructured into Strategic 
Business Units to focus 
on underwriting and 
product development 
for specific business 
segments.

2001
Selective opened a Service 
Center in Richmond, 
VA, which now handles 
underwriting, claims, and 
personal lines services.

2007
Selective continued its 
expansion by adding 
MA to its operating 
territory, followed by TN 
in 2008.

2011
Selective acquired two 
contract binding authority 
excess and surplus 
operations, now known 
as Mesa Underwriters 
Specialty Insurance 
Company (MUSIC).

2016
As Selective celebrated its 
90th year in business, the 
company achieved record 
underwriting profitability 
and announced plans for a 
Southwest expansion.

For the full story of our history, please visit www.Selective.com.

INVESTOR INFORMATION

Annual Meeting

Wednesday, April 26, 2017 
Selective Insurance Group, Inc.
40 Wantage Avenue
Branchville, New Jersey 07890

Investor Relations

Rohan Pai
Senior Vice President
Investor Relations and Treasurer
(973) 948.1364
investor.relations@Selective.com

Dividend Reinvestment Plan 

Selective Insurance Group, Inc. makes available  
to holders of its common stock an automatic  
dividend reinvestment and stock purchase plan.

For information contact:
Wells Fargo Shareowner Services
P.O. Box 64854
St. Paul, Minnesota 55164  
(866) 877.6351

Registrar and Transfer Agent 

Wells Fargo Shareowner Services
P.O. Box 64854
St. Paul, Minnesota 55164
(866) 877.6351

Auditors

KPMG LLP
345 Park Avenue
New York, New York 10154

Internal Audit Department 

Martin Hollander
Chief Audit Executive
internal.audit@Selective.com

Executive Office

40 Wantage Avenue
Branchville, New Jersey 07890 
(973) 948.3000

Shareholder Relations 

Robyn P. Turner
Corporate Secretary
(973) 948.1766 
shareholder.relations@Selective.com

Common Stock Information 

Selective Insurance Group, Inc.’s common  
stock trades on the NASDAQ Global Select  
Market under the symbol: SIGI.

Form 10-K

Selective’s Form 10-K, as filed with the  
U.S. Securities and Exchange Commission,  
is provided as part of this 2016 Annual Report.

Website

Visit us at www.Selective.com
for information about Selective,  
including our latest financial news.

 
2016 FINANCIAL HIGHLIGHTS

($ in millions, except per share data)

Insurance Operations

Net premiums written (NPW)

GAAP combined ratio

Statutory combined ratio

Underwriting gain after-tax

Return on equity (ROE) from insurance operations after-tax

Investments

Net investment income after-tax

Net realized (losses) gains after-tax

Total invested assets

Invested assets per dollar of stockholders’ equity

Annual after-tax yield on investment portfolio

ROE from net investment income after-tax

Summary Data

Total revenues

Net income

Return on average equity

Operating income*

Operating return on average equity* 

Operating cash flow as % of NPW

Total assets

Stockholders’ equity

Per Share Data

Diluted net income

Diluted operating income*

Dividends

Stockholders’ equity

2016

2015

% or Point Change 
Better (Worse)

$2,237.3

$2,069.9

92.9%

91.8%

$98.8

6.7%

$98.4

$(3.2)

$5,364.9

$3.50

1.9%

6.7%

92.5%

92.4%

$96.9

7.3%

$93.8

$8.6

$5,089.3

$3.64

1.9%

7.0%

$2,284.3

$2,131.9

$158.5

10.8%

$161.7

11.0%

13.5%

$7,355.8 

$1,531.4

$2.70

$2.75

$0.61

$26.42

$165.9

12.4%

$157.3

11.8%

 18.4%

$6,904.4

$1,398.0

$2.85

$2.70

$0.57

$24.37

8%

(0.4) pts

0.6 pts

2%

(0.6) pts

5%

(137)%

5%

(4)%

– pts

(0.3) pts

7%

(4)%

(1.6) pts

3%

(0.8) pts

(4.9) pts

7%

10%

(5)%

2%

7%

8%

91.8%  

Overall Statutory Combined Ratio

8%  

Year over Year Growth in NPW

11% 

Operating Return on Equity*

8%  

Year over Year Growth  
in Book Value Per Share

SIGI 

S&P 500 

S&P Prop/Cas 

Average  
Annual 
Return

Growth of a  
$10,000 investment 
(year-end 2011-16)

$30,000 

$25,000 

$20,000 

$15,000 

$10,000 

$5,000 

* Operating income, operating earnings per share, and operating return on equity are non-GAAP (U.S. Generally Accepted Accounting Principles) measures. Refer to the section entitled,  

“Financial Highlights of Results for Years Ended December 31, 2016, 2015, and 2014” in Item 7 “Management’s Discussion and Analysis of Financial Condition and Results of Operations,”  
which appears in the Company’s Form 10-K for a reconciliation of the non-GAAP measures to the equivalent GAAP measures.

2011 

2012 

2013 

2014 

2015 

2016 

Selective 2016 Annual Report     1

TO OUR SHAREHOLDERS

Looking back on Selective’s highly successful history and our evolution over the past  
90 years, we are particularly gratified that today, we are in our strongest position yet  
from both a financial and strategic standpoint. 

We are extremely pleased with our long-term financial 
performance. In fact, in 2016 and 2015, we reported some 
of the strongest underwriting margins in our history as a 
publicly-traded company. We generated a record low statutory 
combined ratio of 91.8% in 2016 and Standard & Poor’s 
recognized our strong operating results when they upgraded our 
financial strength ratings to A from A- in late 2016. Selective’s 
stock price hit a record high in early March 2017.

Our results are even more compelling against the backdrop of 
the longest low-interest rate environment we have witnessed 
in several decades. Low interest rates have significantly limited 
net investment income potential for the industry, and require 
property and casualty companies to demonstrate strong 
underwriting discipline that produces underwriting profits in 
order to meet return targets. Our record underwriting margin 
in 2016 demonstrates our ability to successfully execute our 
strategic priorities. We achieved Commercial Lines renewal pure 
price increases that, since 2009, are well above the industry 
average, maintained high retention rates, and generated 
substantial new business — all while improving the underlying 
profitability of our book of business. While Standard Commercial 
Lines remains our profit engine, with 78% of net premiums 
written and a statutory combined ratio of 89.9% in 2016, we also 
are pleased with the strategic direction and execution of our 
Personal Lines and Excess and Surplus Lines operations. 

We have transformed ourselves over the years into a super-
regional property and casualty insurance company, writing 
Standard Commercial Lines business in 22 states, with a focus 
on customer service, excellent product offerings, and technical 
capabilities on par with national carriers. We are the 41st largest 
property and casualty insurance company in the United States 
as ranked by A.M. Best Company, based on 2015 net premiums 
written. We have about a 1% Commercial Lines market share 
in the states where we operate, and our long-term goal is to 
increase our market share to approximately 3%. We seek to 
accomplish this by increasing our agency appointments over 
time to represent a 25% market share in the states where we are 
fully operational (an additional $1.8 billion premium opportunity), 
and targeting a 12% share of wallet within our existing agency 
partners (an additional $1.0 billion premium opportunity). We 
are also well on track to expand into new markets as part of our 
geo-expansion strategy, with operations in Arizona and New 
Hampshire targeted to open later in 2017. Our ultimate goal is 
to develop a 50-state Standard Commercial Lines presence 
to match our specialized Flood and Excess and Surplus 
Lines footprint, but we will seek to achieve this objective in a 
disciplined manner. 

We have often described Selective’s sustainable competitive 
advantages as being our: 1) true franchise value with “ivy 
league” distribution partners; 2) unique field model enabled with 
sophisticated underwriting and claims tools; and 3) superior 
customer experience delivered by our best-in-class employees. 

Enhancing our competitive strengths remains a key strategic 
focus for our management team: 

 - We continue to invest in growing the talent in our field-based 
underwriting model, and providing our distribution partners 
with superior technological solutions to help them succeed. 
Our partners appreciate our “high-tech, high-touch” 
business model that empowers our field team with the local 
underwriting authority and sophisticated tools required to 
acquire business efficiently. They also value our locally-
based claims teams and Safety Management Specialists, 
who are tasked with anticipating and providing advice on 
risks before losses occur. 

 - We will be rolling out our new Underwriting Insights product 
to our New Business Underwriters, providing them with 
another sophisticated tool to analyze their opportunities on 
an automated basis with more insightful data. The product 
builds on the strong capabilities of our Dynamic Portfolio 
Manager tool, helping to segment and rank business based 
on expected profitability and risk characteristics. Our 
ability to respond quickly and with the right solutions to our 
distribution partners’ requirements is a key differentiator. 

 - Providing a superior customer experience and developing 

omni-channel service capabilities are key strategic priorities 
and differentiators for Selective. We continue to invest in 
building and delivering — with our distribution partners — a 
seamless world-class customer experience, 24 hours a day, 
365 days a year, in a manner our customers choose, while 
building out our Master Data Management and Customer 
Relationship Management platforms. We strive to develop 
a “360-degree view” of our customers to help provide them 
with the most effective solutions. 

Our achievements in 2016 could not have been accomplished 
without the hard work, focus, and dedication of Selective’s 
best-in-class employees who strive every day to achieve the 
high targets that we set. Our focus on ensuring the highest 
level of service to our distribution partners and customers 
has always been the cornerstone of our strategy, and remains 
vital to achieving our strategic objectives. We are committed 
to delivering a product that our distribution partners and 
customers can trust to be there when they need it most, along 
with the great service they expect and deserve. 

2

Gregory E. Murphy, Chairman 
and CEO, and John J. Marchioni, 
President and COO, stand in 
front of the carriage that led to 
Selective’s founding in 1926. The 
carriage serves as a reminder of 
the company’s rich and illustrious  
90-year history.

2016 Financial Results
2016 was an excellent year for Selective, as we generated net 
income of $158 million and an operating return on equity of 11%. 
The results reflect overall favorable loss reserve development 
and less severe weather, but they also reflect the significant 
impact of a number of initiatives implemented to improve the 
business mix and enhance claims outcomes. We believe these 
improvements should lead to sustained margin benefits relative 
to the industry over time. Our stated long-term financial goal is 
to generate an operating return on equity for our shareholders 
that is 300 basis points above our weighted average cost of 
capital. Net premiums written grew at a robust 8% in 2016 and 
totaled $2.2 billion. Our overall statutory combined ratio was 
91.8% in 2016, our most profitable underwriting result yet as a 
publicly-traded corporation. 

Commercial Insurance
Our core Standard Commercial Lines business, which accounts 
for 78% of total net premiums written, had another excellent 
year. Net premiums written increased 9% and the statutory 
combined ratio was an extremely profitable 89.9% for the year. 
Results were driven by strong performance in larger lines, such 
as general liability and workers compensation, but commercial 
auto results negatively impacted us like the rest of the industry. 
Generating profitable growth across all our businesses remains 
a high priority for Selective. Renewal Commercial Lines pure 
price increases averaged 2.6% in 2016, which is well above 
the industry average as measured by the Willis Towers Watson 
Commercial Lines Insurance Pricing Survey. Effectively 
managing renewal pure price, maintaining strong retention 
rates, and generating new business are core initiatives of our 
growth strategy.

During 2016, Selective appointed 110 new agents and we are 
planning for an additional 85 new agency appointments in 2017. 
We now have 105 field-based Agency Management Specialists 
servicing our distribution partners.

Personal Insurance
Personal Lines, which accounts for 13% of total net premiums 
written, had a profitable year and generated a 95.2% statutory 
combined ratio for 2016. Steps that we have taken in recent 
years to improve performance in the homeowners line of 
business resulted in a 91.7% statutory combined ratio. Our 
personal auto business has experienced some adverse loss 
trends, as has the rest of the industry. For some time, we have 
taken aggressive pricing actions in the personal auto line that 
made us less competitive. As the industry catches up and raises 
prices to address profitability, we expect that our pricing will 
become more competitive and we will see more opportunities to 
profitably grow the business. 

Excess and Surplus
Our Excess and Surplus Lines segment, which accounts for 
9% of total net premiums written, generated a 102.1% statutory 
combined ratio for the year. We have taken a number of steps to 
address the profitability of this segment, including implementing 
substantial targeted price increases and changing the business 
mix. When combined with our initiatives to centralize claims 
handling and improve settlement outcomes, we are on track to 
increase profitability in this line significantly in the coming years. 
Our long-term goal is to write the Excess and Surplus business 
at a combined ratio that is better than that of our Standard 
Commercial Lines segment. 

Looking to the Future
As we look to the future, we are positioning ourselves for a more 
competitive environment with a razor sharp focus on generating 
adequate returns for our shareholders. We are preparing 
ourselves for change in a period of uncertainty — whether it 
be interest rates, tax rates, legislative changes, or inflation. 
We will continue to invest in strategic initiatives to enhance our 
technological offerings to our agents, refine our underwriting 
tools, and improve the overall customer experience. 

Gregory E. Murphy
Chairman and CEO

John J. Marchioni
President and COO

Selective 2016 Annual Report     3

COMPANY OVERVIEW

Where We Do Business

Selective is a super-regional insurance carrier operating in the following states:

  Standard Commercial (22 states)

  Targeted expansion states in 2017

   Standard Personal (13 states)
* Flood Insurance available  

in all 50 States.

   Excess & Surplus (50 states)

Our Segments

Selective has a long history of financial strength, superior execution, and profitable growth. The company provides  
value-added products and services to businesses, public entities, and individuals through the following segments:

Standard Commercial  
78% of business*

Standard Personal  
13% of business* 

Excess & Surplus  
9% of business*

Selective provides commercial 
insurance to more than 80 industry 
segments through our Strategic 
Business Units that include 
Contractors; Mercantile and Service; 
Community and Public Services; 
Manufacturing and Wholesale; and 
Bonds. Unique risk management 
solutions, safety management 
expertise, customer-centric claims 
service, and a commitment to 
superior customer service position 
Selective as the carrier of choice for  
business insurance.

Selective offers a number of 
customizable insurance solutions for 
drivers, renters, and homeowners, 
including coverage for personal 
watercraft and watercraft 
equipment. In addition, Selective 
is the 6th largest Write Your Own 
(WYO) carrier in the National Flood 
Insurance Program, providing flood 
building and contents coverage to 
homeowners and businesses across 
all 50 states.

Selective offers Excess and Surplus 
Lines property, general liability, and 
inland marine products coverage 
through wholesale agents and 
brokers to customers in targeted 
industry segments, including 
artisan and general contractors; 
restaurants, bars and taverns; and 
habitational vacant dwellings.

Investments

Conservative Investment Portfolio

Selective invests the premiums collected by our insurance 
segments, as well as amounts generated throughout our 
capital management strategies. The primary objective of the 
investment portfolio is to maximize after-tax net investment 
income while balancing risk and generating long-term growth  
in shareholder value. Our overall portfolio — $5.4 billion — has  
an average AA- credit quality and an effective duration of  
3.6 years. For every $3.50 of invested assets, we have $1  
of stockholders’ equity.

AS OF 12/31/2016

  Fixed Income: 92%

  Short-term: 4%

  Equities: 2%

  Alternatives & Other: 2%

* Based on net premiums written

4

OUR COMPETITIVE ADVANTAGES

Selective’s long history of financial strength, superior execution, and profitable 
growth can be attributed to our sustainable competitive advantages:

True franchise value
with “ivy league” distribution
partners

Unique field model 
coupled with sophisticated
underwriting and claims tools

Superior customer experience
delivered by best-in-class  
employees

Insurance is a relationship business, 
and Selective has true franchise value 
with our distribution partners who 
are committed to driving profitable 
growth, as well as providing 
best-in-class service to our shared 
customers. We are the 41st largest* 
property and casualty company in 
the U.S., with more than 1,100 retail 
and 80 wholesale distribution agents.

The cornerstone of Selective’s success 
is our talented team. One of our core 
values is to Be the Best, which includes 
developing the best employees, creating 
the best products for our customers 
and delivering the best service to 
our distribution partners and shared 
customers. The strong customer-
centric focus shared by our employees 
ensures we continually deliver a superior 
customer experience across all channels, 
commonly known as omni-channel, so 
we can serve our customers how and 
when they choose.

We have a highly responsive,  
field-based model with approximately:

105 Agency Management 

Specialists

15 Personal Lines  

Marketing Specialists

115 Field claims adjusters

80 Safety Management  

Specialists

All of our field employees are armed with 
sophisticated underwriting and claims 
tools to better service our distribution 
partners and shared customers. Our 
distribution partners cite our field 
employees as the number one reason 
they place their best business with us.

Our competitive advantages, coupled with our strong balance sheet and conservative investment portfolio, allow us to take 
on more operating leverage with a net premiums written to statutory surplus ratio of 1.4 to 1, which is approximately twice 
the industry average. As a result, each point on our combined ratio equates to approximately 1.0 point of operating ROE.**

* According to A.M. Best Top 200 U.S. Property/Casualty Writers, ranked by 2015 net premiums written.

** Operating income, operating earnings per share, and operating return on equity are non-GAAP (U.S. Generally Accepted Accounting Principles) measures. Refer to the section entitled, 

“Financial Highlights of Results for Years Ended December 31, 2016, 2015, and 2014” in Item 7 “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” 
which appears in the Company’s Form 10-K for a reconciliation of the non-GAAP measures to the equivalent GAAP measures.

Selective 2016 Annual Report     5

MANAGEMENT TEAM

Gregory E. Murphy
Chairman and
Chief Executive Officer

John J. Marchioni
President and 
Chief Operating Officer

6

Angelique Carbo
Executive Vice President
Chief Human Resources Officer

George A. Neale
Executive Vice President
Chief Claims Officer

Gordon J. Gaudet
Executive Vice President
Chief Information Officer

Mark A. Wilcox
Executive Vice President
Chief Financial Officer

Michael H. Lanza
Executive Vice President
General Counsel and 
Chief Compliance Officer

Ronald J. Zaleski, Sr.
Executive Vice President
Chief Actuary

2016 FINANCIALS
FORM 10-K

2016 ANNUAL REPORT

 UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, DC 20549

FORM 10-K

(Mark One)

 ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

For the fiscal year ended: December 31, 2016 

or

 TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 

1934

For the transition period from_______________________to_______________________

Commission file number 001-33067 
SELECTIVE INSURANCE GROUP, INC.
(Exact Name of Registrant as Specified in Its Charter)

New Jersey
(State or Other Jurisdiction of Incorporation or Organization)

22-2168890
(I.R.S. Employer Identification No.)

40 Wantage Avenue, Branchville, New Jersey
(Address of Principal Executive Offices)

07890
(Zip Code)

Registrant’s telephone number, including area code:

(973) 948-3000

 Securities registered pursuant to Section 12(b) of the Act: 

Common Stock, par value $2 per share

Title of each class

Name of each exchange on which registered
NASDAQ Global Select Market

5.875% Senior Notes due February 9, 2043

New York Stock Exchange

Securities registered pursuant to Section 12(g) of the Act:      None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.

 Yes     

 No

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act.

 Yes     

 No

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the 
Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to 
file such reports), and (2) has been subject to such filing requirements for the past 90 days.

 Yes     

 No

Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Website, if any, every 
Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T during the preceding 12 
months (or for such shorter period that the registrant was required to submit and post such files).

 Yes     

 No

1

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K is not contained herein, and 
will not be contained, to the best of registrant’s knowledge, in definitive proxy or information statements incorporated by 
reference in Part III of this Form 10-K or any amendment to this Form 10-K.

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a 
smaller reporting company. See the definitions of “large accelerated filer,” “accelerated filer” and “smaller reporting company” 
in Rule 12b-2 of the Exchange Act.

Large accelerated filer 
Non-accelerated filer
(Do not check if a smaller reporting company)

Accelerated filer  
Smaller reporting company 

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).

 Yes     

 No 

The aggregate market value of the voting company common stock held by non-affiliates of the registrant, based on the closing 
price on the NASDAQ Global Select Market, was $2,154,552,276 on June 30, 2016.  As of February 14, 2017, the registrant 
had outstanding 58,204,352 shares of common stock.

Portions of the registrant’s definitive Proxy Statement for the 2017 Annual Meeting of Stockholders to be held on April 26, 
2017 are incorporated by reference into Part III of this report.

DOCUMENTS INCORPORATED BY REFERENCE

2

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SELECTIVE INSURANCE GROUP, INC.

Table of Contents

Page No.

PART I
Item 1.
Item 1A.
Item 1B.
Item 2.
Item 3.

PART II
Item 5.

Item 6.
Item 7.

Item 7A.
Item 8.

Item 9.
Item 9A.
Item 9B.

PART III
Item 10.
Item 11.
Item 12.

Item 13.
Item 14.

PART IV
Item 15.

Business
Risk Factors
Unresolved Staff Comments
Properties
Legal Proceedings

Market For Registrant’s Common Equity, Related Stockholder Matters and Issuer 
Purchases of Equity Securities
Selected Financial Data
Management’s Discussion and Analysis of Financial Condition and Results of Operations
Forward-looking Statements
Introduction
Critical Accounting Policies and Estimates
Financial Highlights of Results for Years Ended December 31, 2016, 2015, and 2014
Results of Operations and Related Information by Segment
Federal Income Taxes
Financial Condition, Liquidity, and Capital Resources
Off-Balance Sheet Arrangements
Contractual Obligations, Contingent Liabilities, and Commitments
Ratings
Quantitative and Qualitative Disclosures About Market Risk
Financial Statements and Supplementary Data
Consolidated Balance Sheets as of December 31, 2016 and 2015
Consolidated Statements of Income for the Years Ended
    December 31, 2016, 2015, and 2014
Consolidated Statements of Comprehensive Income for the Years Ended 
    December 31, 2016, 2015, and 2014
Consolidated Statements of Stockholders’ Equity for the Years Ended
    December 31, 2016, 2015, and 2014
Consolidated Statements of Cash Flows for the Years Ended
    December 31, 2016, 2015, and 2014
Notes to Consolidated Financial Statements
Changes in and Disagreements With Accountants on Accounting and Financial Disclosure
Controls and Procedures
Other Information

Directors, Executive Officers and Corporate Governance
Executive Compensation
Security Ownership of Certain Beneficial Owners and Management and Related 
Stockholder Matters
Certain Relationships and Related Transactions, and Director Independence
Principal Accounting Fees and Services

Exhibits, Financial Statement Schedules 

3

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31
31

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35
36
36
36
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51
64
64
67
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68
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75

76

77

78

79
80
134
134
136

136
136

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136

137

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
PART I

Item 1. Business.

Overview

Selective Insurance Group, Inc. (referred to as the “Parent”) is a New Jersey holding company that was incorporated in 1977.  
Our main office is located in Branchville, New Jersey and the Parent’s common stock is publicly traded on the NASDAQ 
Global Select Market under the symbol “SIGI.”  The Parent has ten insurance subsidiaries, nine of which are licensed by 
various state departments of insurance to write specific lines of property and casualty insurance business in the standard 
market.  The remaining subsidiary is authorized by various state insurance departments to write property and casualty insurance 
in the excess and surplus ("E&S") lines market.  Our ten insurance subsidiaries are collectively referred to as the “Insurance 
Subsidiaries.”  The Parent and its subsidiaries are collectively referred to as "we," “us,” or “our” in this document.

In 2016 we celebrated our 90th year in business.  Over the years, we have transformed ourselves into a super-regional property 
and casualty insurance company with the customer service capabilities, product offering, and technical know-how of a national 
carrier.

In 2016, we were ranked as the 41st largest property and casualty group in the United States based on 2015 net premiums 
written (“NPW”) in A.M. Best Company’s (“A.M. Best”) annual list of “Top 200 U.S. Property/Casualty Writers.” 

The property and casualty insurance market is highly competitive, with fragmented market share and three main distribution 
methods:  (i) sales through independent insurance agents; (ii) direct sales to personal and commercial customers; and (iii) a 
combination of independent agent and direct sales.  In this highly competitive and regulated industry, we think we have three 
principal strategic advantages.  The first is the true franchise value we have with our independent distribution partners, who 
collectively have significant market share in the states in which we operate and from whom we expect to gain increasing 
percentages of the business they write.  The second is our unique field model, in which our underwriting, claims, and safety 
management personnel are located in the same communities as our distribution partners and customers supported by 
sophisticated analytics, technology, and regional and home office support.  The third is our focus on customer service and 
providing an exceptional and personalized omni-channel 24/7 customer experience, which is less common in the marketplace 
for commercial customers and more so for personal customers.

Based on these three principal strategic advantages, we have a financial goal to achieve an operating return on equity that is at 
least three percentage points higher than our weighted-average cost of capital over time.  For further details regarding our 2016 
performance as it relates to return on equity, refer to "Financial Highlights of Results for Years Ended December 31, 2016, 
2015, and 2014" in Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." of this 
Form 10-K.

Furthermore, Financial Strength Ratings play a significant role in insurance purchasing recommendations by our distribution 
partners and in decision-making by our customers.  Distribution partners generally recommend higher rated carriers to limit 
their liability for error and omission claims, and customers often have minimum insurer rating requirements in loan and other 
banking covenants securing real and personal property.  Our Insurance Subsidiaries’ ratings by major rating agency are as 
follows:

Rating Agency

A.M. Best

Standard & Poor’s Global Ratings (“S&P”)

Moody’s Investors Services (“Moody’s”)

Fitch Ratings (“Fitch”)

Financial Strength Rating

A

A

A2

A+

Outlook

Stable

Stable

Stable

Stable

For further discussion on our ratings, please see the “Ratings” section of Item 7. “Management’s Discussion and Analysis of 
Financial Condition and Results of Operations.” of this Form 10-K.

We have provided a glossary of terms as Exhibit 99.1 to this Form 10-K, which defines certain industry-specific and other 
terms that are used in this Form 10-K.

4

 
Segments

We classify our business into four reportable segments, which are as follows:

• 

• 

Standard Commercial Lines, which is comprised of insurance products and services provided in the standard 
marketplace to commercial enterprises, which are typically businesses, non-profit organizations, and local 
government agencies.  This business represents 78% of our total insurance segments’ NPW and is sold in 22 Eastern 
and Midwestern states and the District of Columbia.

Standard Personal Lines, which is comprised of insurance products and services provided primarily to individuals 
acquiring coverage in the standard marketplace.  This business represents 13% of our total insurance segments’ 
NPW and is primarily sold in 13 Eastern and Midwestern states and the District of Columbia.  Standard Personal 
Lines includes flood insurance coverage.  We are the sixth largest writer of this coverage through the National Flood 
Insurance Program (“NFIP”) and write flood business in all 50 states and the District of Columbia.

•  E&S Lines, which is comprised of insurance products and services provided to customers who have not obtained 

coverage in the standard marketplace.  We currently only write commercial lines E&S coverages and this business 
represents 9% of our total insurance segments’ NPW and is sold in all 50 states and the District of Columbia.

• 

Investments, which invests the premiums collected by our insurance segments, as well as amounts generated 
through our capital management strategies, which includes the issuance of debt and equity securities.

We derive substantially all of our income in three ways:

•  Underwriting income/loss from our insurance segments.  Underwriting income/loss is comprised of revenues, which 
are the premiums earned on our insurance products and services, less expenses.  Gross premiums are direct premium 
written (“DPW”) plus premiums assumed from other insurers.  Gross premiums less premium ceded to reinsurers, is 
NPW.  NPW is recognized as revenue ratably over a policy’s term as net premiums earned (“NPE”).  Expenses 
related to our insurance segments fall into three main categories:  (i) losses associated with claims and various loss 
expenses incurred for adjusting claims (referred to as “losses and loss expenses”); (ii) expenses related to insurance 
policy issuance, such as commissions to our distribution partners, premium taxes, and other expenses incurred in 
issuing and maintaining policies, including employee compensation and benefits (referred to as “underwriting 
expenses”); and (iii) policyholder dividends.

•  Net investment income from the investment segment.  We generate income from investing insurance premiums and 
amounts generated through our capital management strategies.  Net investment income consists primarily of:  (i) 
interest earned on fixed income investments and preferred stocks; (ii) dividends earned on equity securities; and (iii) 
other income primarily generated from our alternative investment portfolio.

•  Net realized gains and losses on investment securities from the investments segment.  Realized gains and losses 
from the investment portfolios of the Insurance Subsidiaries and the Parent are typically the result of sales, calls, 
and redemptions.  They also include write downs from other-than-temporary impairments (“OTTI”).

Our income is partially offset by:  (i) expenses at the Parent that include general corporate expenses, as well as interest on our 
debt obligations; and (ii) federal income taxes.

We use the combined ratio as the key measure in assessing the performance of our insurance segments.  Under U.S. generally 
accepted accounting principles (“GAAP”), the combined ratio is calculated by adding:  (i) the loss and loss expense ratio, 
which is the ratio of incurred losses and loss expenses to NPE; (ii) the expense ratio, which is the ratio of underwriting 
expenses to NPE; and (iii) the dividend ratio, which is the ratio of policyholder dividends to NPE.  Statutory accounting 
principles ("SAP") provides a calculation of the combined ratio that differs from GAAP in that the statutory expense ratio is the 
ratio of underwriting expenses to NPW, not NPE.  A combined ratio under 100% generally indicates an underwriting profit and 
a combined ratio over 100% generally indicates an underwriting loss.  The combined ratio does not reflect investment income, 
federal income taxes, or Parent company income or expense.

We use after-tax investment income and net realized gains or losses as the key measure in assessing the performance of our 
investments segment.  Our investment philosophy includes setting certain risk and return objectives for the fixed income, 
equity, and other investment portfolios.  We generally review our performance by comparing our returns for each of these 
components of our portfolio to a weighted-average benchmark of comparable indices.

5

Our operations are heavily regulated by the state insurance regulators in the states in which our Insurance Subsidiaries are 
organized and licensed or authorized to do business.  In these states, the Insurance Subsidiaries are required to file financial 
statements prepared in accordance with SAP, which are promulgated by the National Association of Insurance Commissioners 
(“NAIC”) and adopted by the various states.  Because of these state insurance regulatory requirements, we use SAP to manage 
our insurance operations.  The purpose of these state insurance regulations is to protect policyholders, so SAP focuses on 
solvency and liquidation value unlike GAAP, which focuses on shareholder returns as a going concern.  Consequently, 
significant differences exist between GAAP and SAP as discussed below:

•  With regard to the underwriting expense ratio:  As noted above, NPE is the denominator for GAAP; whereas NPW 

is the denominator for SAP.

•  With regard to income or expense recognition:

•  Underwriting expenses that are incremental and directly related to the successful acquisition of insurance 

policies are deferred and amortized to expense over the life of an insurance policy under GAAP; whereas they 
are recognized when incurred under SAP.

•  Deferred taxes are recognized as either a deferred tax expense or a deferred tax benefit in income under GAAP; 

whereas they are recorded directly to surplus under SAP.

•  Changes in the value of our alternative investments, which are part of our other investment portfolio on our 
Consolidated Balance Sheets, are recognized in income under GAAP; whereas they are recorded directly to 
surplus under SAP and only recognized in income when cash is received.

•  With regard to loss and loss expense reserves:

•  Under GAAP, reinsurance recoverables, net of a provision for uncollectible reinsurance, are presented as an 

asset on the Consolidated Balance Sheets, whereas under SAP, this amount is netted within the liability for loss 
and loss expense reserves.

•  Under GAAP, for those structured settlements for which we did not obtain a release, a deposit asset and the 
related loss reserve are included on the Consolidated Balance Sheets, whereas under SAP, the structured 
settlement transaction is recorded as a paid loss.

The following table reconciles losses and loss expense reserves under GAAP and SAP at December 31 as follows:

($ in thousands)

GAAP losses and loss expense reserves – net

Statutory reinsurance recoverable on unpaid losses and loss expenses

Structured settlements

Statutory losses and loss expense reserves

2016

2015

$

$

3,691,719

(616,700)

(12,127)

3,062,892

The following table reconciles reinsurance recoverables under GAAP and SAP at December 31:

($ in thousands)

GAAP reinsurance recoverable – net

Reinsurance recoverable on paid losses and loss expenses

GAAP reinsurance recoverable on unpaid losses and loss expenses

Provision for uncollectible reinsurance

Statutory reinsurance recoverable on unpaid losses and loss expenses

2016

2015

$

$

621,537

(10,337)

611,200

5,500

616,700

3,517,728

(556,719)

(9,104)

2,951,905

561,968

(10,949)

551,019

5,700

556,719

•  With regard to equity under GAAP and statutory surplus under SAP:

•  The timing difference in income due to the GAAP/SAP differences in expense recognition creates a difference 

between GAAP equity and SAP statutory surplus.

6

•  Regarding unrealized gains and losses on fixed income securities:

•  Under GAAP, unrealized gains and losses on available-for-sale (“AFS”) fixed income securities are 
recognized in equity; but they are not recognized in equity on purchased held-to-maturity (“HTM”) 
securities.  Unrealized gains and losses on HTM securities transferred from an AFS designation are 
amortized from equity as a yield adjustment.

•  Under SAP, unrealized gains and losses on fixed income securities assigned certain NAIC Securities 

Valuation Office ratings (specifically designations of one or two, which generally equate to investment 
grade bonds) are not recognized in statutory surplus.  However, unrealized losses on fixed income 
securities that have a designation of three or higher are recognized in statutory surplus.

•  Certain assets are designated under insurance regulations as “non-admitted,” including, but not limited to, 
certain deferred tax assets, overdue premium receivables, furniture and equipment, and prepaid expenses.  
These assets are recorded in the Consolidated Balance Sheets net of applicable allowances under GAAP but are 
excluded from statutory surplus under SAP.

•  Regarding the recognition of the liability for our defined benefit plans, under both GAAP and SAP, the liability 
is recognized in an amount equal to the excess of the projected benefit obligation over the fair value of the plan 
assets.  However, changes in this balance not otherwise recognized in income are recognized in equity as a 
component of other comprehensive income (“OCI”) under GAAP and in statutory surplus under SAP.

Our combined insurance segments' GAAP results for the last three completed fiscal years are shown on the following table:

($ in thousands)
Combined Insurance Segments Results

NPW

NPE

Losses and loss expenses incurred

Net underwriting expenses incurred

Policyholder dividends

Underwriting income

Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Policyholder dividends ratio

GAAP combined ratio

Statutory combined ratio

Years ended December 31,

2016

2015

2014

$

$

2,237,288

2,149,572

1,234,797

759,194

3,648

$

151,933

57.4%

35.3

0.2

92.9%

91.8%

2,069,904

1,989,909

1,148,541

686,120

6,219

149,029

57.7

34.5

0.3

92.5

92.4

1,885,280

1,852,609

1,157,501

610,783

6,182

78,143

62.5

33.0

0.3

95.8

95.7

For revenue and profitability measures for each of our three insurance segments, see Note 11. "Segment Information" in Item 8. 
"Financial Statements and Supplementary Data." of this Form 10-K.  We do not allocate assets to individual segments.  In 
addition, for analysis of our insurance segments' results, see "Results of Operations and Related Information by Segment" in 
Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." of this Form 10-K. 

7

Insurance Segments

Overview

We derive all of our insurance operations revenue from selling insurance products and services to businesses and individuals 
for premium.  The majority of our sales are annual insurance policies.  Our most significant cost associated with the sale of 
insurance policies is our losses and loss expenses.

To that end, we establish losses and loss expense reserves that are estimates of the amounts that we will need to pay in the 
future for claims and related expenses for insured losses that have already occurred.  Estimating reserves as of any given date 
involves a considerable degree of judgment and is inherently uncertain.  We regularly review our reserving techniques and our 
overall amount of reserves.  For disclosures concerning our unpaid losses and loss expenses, as well as a full discussion 
regarding our loss reserving process, see "Critical Accounting Policies and Estimates" in Item 7. "Management's Discussion 
and Analysis of Financial Condition and Results of Operations." of this Form 10-K.  Additionally, for an analysis of changes in 
our loss reserves over the most recent three-year period, see Note 9. "Reserves for Losses and Loss Expenses" in Item 8. 
"Financial Statements and Supplementary Data." of this Form 10-K. 

As part of our risk management efforts associated with the sale of our products and services, we use reinsurance to protect our 
capital resources and insure us against losses on the risks that we underwrite.  We use two main reinsurance vehicles:  (i) a 
reinsurance pooling agreement among our Insurance Subsidiaries in which each company agrees to share in premiums and 
losses based on certain specified percentages; and (ii) reinsurance contracts and arrangements with third parties that cover 
various policies that we issue to our customers.  For information regarding reinsurance treaties and agreements, see 
"Reinsurance" in Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." of this 
Form 10-K. 

Insurance Segments Products and Services
The types of insurance we sell in our insurance segments fall into three broad categories: 

• 

Property insurance, which generally covers the financial consequences of accidental loss of an insured’s real and/or 
personal property.  Property claims are generally reported and settled in a relatively short period of time.

•  Casualty insurance, which generally covers the financial consequences of employee injuries in the course of 

employment and bodily injury and/or property damage to a third party as a result of an insured’s negligent acts, 
omissions, or legal liabilities.  Casualty claims may take several years to be reported and settled.

• 

Flood insurance, which generally covers property losses under the Federal Government's Write Your Own ("WYO") 
Program of the NFIP.  Flood insurance premiums and losses are 100% ceded to the NFIP.

We underwrite our business primarily through traditional insurance.  The following table shows the principal types of policies 
we write:

Types of Policies

Category of Insurance

Commercial Property (including Inland Marine)

Property

Commercial Automobile

Property/Casualty

General Liability (including Excess Liability/
Umbrella)

Workers Compensation

Businessowners' Policy

Bonds (Fidelity and Surety)

Homeowners

Personal Automobile

Casualty

Casualty

Property/Casualty

Casualty

Property/Casualty

Property/Casualty

Standard Personal
Lines

E&S Lines

X

X

X

Standard Commercial
Lines
X

X

X

X

X

X

X

X

Personal Umbrella
Flood1
1Flood insurance premiums and losses are 100% ceded to the Federal Government’s WYO Program. Certain other policies contain minimal flood or flood 
related coverages.

Flood/Property

Casualty

X

X

X

8

 
 
Product Development and Pricing
Our insurance policies are contracts that specify our coverages - what we will pay to or for an insured upon a specified loss.  
We develop our coverages internally and by adopting and modifying forms and statistical data licensed from third party 
aggregators, notably Insurance Services Office, Inc. (“ISO”), American Association of Insurance Services, Inc. ("AAIS"), and 
the National Council on Compensation Insurance, Inc. ("NCCI").  Determining the price to charge for our coverages involves 
consideration of many variables.  At the time we underwrite and issue a policy, we do not know what our actual costs for the 
policy will be in the future.  To calculate and project future costs, we examine and analyze historical statistical data and factor 
in expected changes in loss trends.  Additionally, we have developed predictive models for certain of our Standard Commercial 
and Standard Personal Lines.  Predictive models analyze historical statistical data regarding our customers and their loss 
experience, rank our policies, or potential policies, based on this analysis, and apply this risk data to current and future 
customers to predict the likely profitability of an account.  A model’s predictive capabilities are limited by the amount and 
quality of the statistical data available.  As a super-regional insurance group, our loss experience is not always statistically large 
enough to analyze and project future costs.  Consequently, we use ISO, AAIS, and NCCI data to supplement our proprietary 
data.

Customers and Customer Markets
We categorize our Standard Commercial Lines customers into the following strategic business units ("SBUs"):

Percentage of Standard
Commercial Lines

Contractors

Mercantile and Services

Community and Public Services

Manufacturing and Wholesale

Bonds

Total Standard Commercial Lines

35%

26%

20%

18%

1%

100%

General contractors and trade contractors

Description

Focuses on retail, office, service businesses, restaurants, golf courses, and hotels

Focuses on public entities, social services, and religious institutions

Includes manufacturers, wholesalers, and distributors

Includes fidelity and surety

We do not categorize our Standard Personal Line customers or our E&S Line customers by SBU.

The following are general guidelines that can be used as indicators of the approximate size of our customers: 

•  The average Standard Commercial Lines account size is approximately $11,000.
•  The average Standard Personal Lines account size is approximately $2,000.
•  The average E&S Lines policy is approximately $3,000.

Although our average E&S Lines policy size is approximately $3,000, we have recently expanded into the wholesale brokerage 
business and therefore expect this average policy size to increase gradually over time.

No one customer accounts for 10% or more of our insurance segments in the aggregate.

Geographic Markets
We principally sell in the following geographic markets:

• 

• 

Standard Commercial Lines products and services are primarily sold in 22 states located in the Eastern and 
Midwestern regions of the United States and the District of Columbia.  In 2017, we also plan on expanding into the 
Southwest region of the United States.

Standard Personal Lines products and services are primarily sold in 13 states located in the Eastern and Midwestern 
regions of the United States, except for the flood portion of this segment, which is sold in all 50 states and the District 
of Columbia.

•  E&S Lines are sold in all 50 states and the District of Columbia.  

9

We believe this geographic diversification lessens our exposure to regulatory, competitive, and catastrophic risk.  The following 
table lists the principal states in which we write business and the percentage of total NPW each represents for the last three 
fiscal years:

% of NPW

New Jersey

Pennsylvania

New York

Maryland

Virginia

Georgia

Indiana

North Carolina

Illinois

Michigan

South Carolina

Massachusetts

Other states

Total

Years ended December 31,

2016

2015

2014

20.2%

11.8

7.8

5.4

4.6

4.3

3.9

3.9

3.6

3.3

3.1

2.9

25.2

100.0%

21.2

11.7

7.2

5.4

4.6

4.1

4.3

3.7

3.7

3.5

3.0

2.8

24.8

100.0

22.6

11.4

7.1

5.6

4.6

3.8

4.5

3.4

4.0

3.3

3.1

2.7

23.9

100.0

We support geographically diversified business from our corporate headquarters in Branchville, New Jersey, and our six 
regional branches (referred to as our “Regions”).  The table below lists our Regions and where they have office locations:

Region

Heartland

New Jersey

Northeast

Mid-Atlantic

Southern

E&S

Office Location

Carmel, Indiana

Hamilton, New Jersey

Branchville, New Jersey

Allentown, Pennsylvania and Hunt Valley, Maryland

Charlotte, North Carolina

Horsham, Pennsylvania and Scottsdale, Arizona

We recently established a Southwest region in anticipation of expanding our geographic footprint for Standard Commercial 
Lines.  We currently expect to start writing premium in Arizona in the latter half of 2017 and may consider opening up more 
states in the Southwest region.  In addition, we also expect to start writing business in New Hampshire in the latter half of 
2017.  These new states leverage our current operating model, which is predicated around our field-based underwriting, 
franchise distribution model, and excellent customer service.  Over time, we currently expect to expand into additional states.

Distribution Channel
We sell our insurance products and services through the following types of distribution partners:

• 

• 

Standard Commercial Lines:  independent retail agents;

Standard Personal Lines:  independent retail agents; and 

•  E&S Lines:  wholesale general agents and brokers.

We pay our distribution partners commissions that are based on a percentage of gross premiums written, and in some cases are 
further based on profit calculations, and other consideration for business placed with us.  We seek to compensate them fairly 
and in a manner consistent with market practices.  No one distribution partner is responsible for 10% or more of our combined 
insurance segments' premium.

As our customers rely heavily on our distribution partners, it is sometimes difficult to develop brand recognition as these 
customers cannot always differentiate between their insurance agents and their insurance carriers.  We continue to evolve our 
service model, post policy-acquisition, with an increasing focus on the customer.  Our goal is to provide our customers with 
24/7 access to transactional capabilities and account information.  Customers expect this level of access from every business 
and, while many insurers offer such solutions in the personal lines space, we want to be a leader in this area for the small 
commercial lines market.  When combined with our digital strategy, we believe this level of access will significantly improve 
the customer experience.  Within our digital strategy, we provide self-servicing capabilities via a mobile application and a web-

10

 
based portal where our customers have access to basic account information on demand.  These efforts will allow us to continue 
to offer customers a shared experience with our distribution partners, while positioning us to more directly demonstrate our 
value proposition.

Independent Retail Agents
According to a study released in 2016 by the Independent Insurance Agents & Brokers of America, independent retail insurance 
agents and brokers write approximately 80% of standard commercial lines insurance and 35% of standard personal lines 
insurance in the United States.  We believe that independent retail insurance agents will remain a significant force in overall 
insurance industry premium production because they represent more than one insurance carrier and therefore are able to 
provide a wider choice of commercial and personal lines insurance products and risk-based consultation to customers.  

We currently have approximately 1,180 independent retail agents selling our Standard Commercial Lines business, 710 of 
which also sell our Standard Personal Lines business (excluding flood).  In total, these 1,180 distribution partners have 
approximately 2,200 office locations selling our business.  In addition, we have approximately 5,600 distribution partners 
selling our flood insurance products.

In a 2016 survey, we received an overall satisfaction score of 8.76 out of 10 from our standard market distribution partners, 
which, we believe, highlighted their satisfaction with our products, the ease of reporting claims, and the professionalism and 
effectiveness of our employees.

Wholesale General Agents
E&S Lines are written almost exclusively through approximately 80 wholesale general agents and brokers with 205 office 
locations, who are our distribution partners in the E&S market, although we recently expanded into the wholesale brokerage 
business.  We have granted contract binding authority to these partners for business that meets our prescribed underwriting and 
pricing guidelines.

Marketing
Our primary marketing strategy is to:

•  Use an empowered field underwriting model to provide our Standard Commercial Lines retail distribution partners 
with resources within close geographic proximity to their businesses and our customers.  For further discussion on 
this, see the “Field Model and Technology” section below.  

•  Develop close relationships with each distribution partner, as well as their principals and producers:  (i) by soliciting 
their feedback on products and services; (ii) by advising them concerning our product developments; and (iii) 
through education and development focusing on producer recruitment, sales training, enhancing customer 
experience, online marketing, and distribution operations.

•  Develop with each distribution partner, and then carefully monitor, annual goals regarding:  (i) types and mix of 
risks placed with us; (ii) amount of premium or number of policies placed with us; (iii) customer service and 
retention levels; and (iv) profitability of business placed with us.

•  Develop brand recognition with our customers through our marketing efforts, which include radio and television 

advertising, as well as advertising at certain national and local sporting events.

Field Model and Technology
We use the service mark “High-tech x High-touch = HT2 SM” to describe our business strategy.  “High-tech” refers to our 
technology that we use to make it easy for our distribution partners and customers to do business with us.  “High-touch” refers 
to the close relationships that we have with our distribution partners and customers through our field business model.

High Tech
We leverage the use of technology in our business.  We have made significant investments in information technology platforms, 
integrated systems, internet-based applications, and predictive modeling initiatives.  We do this to provide:

•  Our distribution partners and customers with access to accurate business information and the ability to process 

certain transactions from their locations, seamlessly integrating those transactions into our systems;

•  Our underwriters with targeted underwriting and pricing tools to enhance profitability while growing the business;

11

•  Our workers compensation claims adjusters with predictive tools to indicate when claims are likely to escalate;

•  Our Special Investigations Unit ("SIU") investigators access to our business intelligence systems to better identify 

claims with potential fraudulent activities; 

•  Our claims recovery and subrogation departments with the ability to expand and enhance their models through the 

use of our business intelligence systems; and

•  Our customers with 24/7 access to transactional capabilities and information through a web-based customer portal 

and a customer mobile application.

In 2016, we received the following awards:

•  NetVu Automation Excellence Award, which recognizes carriers that make it easier for agencies to do business;

•  ACORD Leadership Award, which is presented to an organization or an individual demonstrating leadership in the 
areas of standards development, advocacy, and/or implementation.  It recognizes carriers that are guiding the 
insurance industry towards greater clarity in the sharing of insurance data; and

• 

IIBA Leadership Excellence in the Advancement of the Practice of Business Analysis, which is presented annually 
to a company that adapts, optimizes, and evolves business analysis best practices and standards by implementing 
effective tools, processes, and methodologies that enable better business capabilities.

We manage our information technology projects through an Enterprise Project Management Office (“EPMO”) governance 
model.  The EPMO is supported by certified project managers who apply methodologies to:  (i) communicate project 
management standards; (ii) provide project management training and tools; (iii) manage projects; (iv) review project status and 
cost; and (v) provide non-technology project management consulting services to the rest of the organization.  The EPMO, 
which includes senior management representatives from all major business areas, corporate functions, and information 
technology, meets regularly to review all major initiatives and receives reports on the status of other projects.  We believe the 
EPMO is an important factor in the success of our technology implementation.  

Our primary technology operations are located in Branchville, New Jersey and Glastonbury, Connecticut.  We have agreements 
with multiple consulting, information technology, and service providers for supplemental staffing services.  Collectively, these 
providers supply approximately 54% of our skilled technology capacity and are principally based in the U.S., although we do 
contract with some service providers who are based, or utilize resources, outside the U.S.  We retain management oversight of 
all projects and ongoing information technology production operations.  We believe we would be able to manage an efficient 
transition to new vendors without significant impact to our operations if we terminated an existing vendor.

High Touch
To support our distribution partners, we employ a field model for both underwriting and claims, with various employees in the 
field, usually working from home offices near our distribution partners.  We believe that we build better and stronger 
relationships with our distribution partners because of the close proximity of our field employees, and the resulting direct 
interaction with our distribution partners and customers.  At December 31, 2016, we had approximately 2,250 employees, of 
which 310 worked in the field, 870 worked in one of our regional offices, and the remainder worked in our corporate office.

Underwriting Process
Our underwriting process requires communication and interaction among:

•  Our Regions, which establish and execute upon:  (i) annual premium and pricing goals; (ii) specific new business 
targets by distribution partner; and (iii) profit improvement plans as needed across lines, states, and/or distribution 
partners;

•  Our corporate underwriting department, which develops our underwriting appetite, products, policy forms, pricing, 

and underwriting guidelines for our standard market and E&S market business;

•  Our corporate actuaries who assist in the determination of rate and pricing levels, while monitoring pricing and 
profitability along with the Regions, corporate underwriting department, and business intelligence staff for our 
standard market and with E&S market business;

12

 
•  Our distribution partners, which include independent retail agents for our standard market business and wholesale 
general agents for our E&S market business, that provide front-line underwriting within our prescribed guidelines;

•  Our Agency Management Specialists (“AMSs”), who:  (i) manage the growth and profitability of business that their 
assigned distribution partners write with us; and (ii) perform field underwriting for new Standard Commercial Lines 
business;

•  Our territory managers who have oversight of the AMS production team, ensure that:  (i) annual profit and growth 

plans are developed on a state by state basis; (ii) the achievement of these state plans are monitored at the state, AMS 
territory and account level; and (iii) individual agency plans are developed and monitored for achievement annually.

•  Our Standard Commercial Lines small business teams that are responsible for handling:  (i) new business in need of 
review that was submitted by our distribution partners through our automated underwriting platform, One & Done®; 
and (ii) other new small accounts and middle market accounts with low underwriting complexity;

•  Our Safety Management Specialists (“SMSs”), who provide a wide range of front-line safety management services to 

our Standard Commercial Lines customers as discussed more fully below;

•  Our regional underwriters, who manage the in force policies for their assigned distribution partners, including, but not 
limited to, managing profitability and pricing levels within their portfolios by developing policy-specific pricing;

•  Our premium auditors, who supplement the underwriting process by working with insureds to accurately audit 

exposures for certain policies that we write; 

•  Our field technical coordinators, who are responsible for technology assistance and training to aid our employees and 

distribution partners; 

•  Our Standard Personal Lines Marketing Specialists (“PLMSs”), who have primary responsibility for identifying new 

opportunities to grow our Standard Personal Lines; and

•  Our E&S territory managers, who have primary responsibility for identifying new opportunities to grow our E&S 

Lines.

We have an underwriting service center (“USC”) located in Richmond, Virginia.  The USC assists our distribution partners by 
servicing certain Standard Personal Lines and smaller Standard Commercial Lines accounts.  At the USC, many of our 
employees are licensed agents who respond to customer inquiries about insurance coverage, billing transactions, and other 
matters.  For the convenience of using the USC and our handling of certain transactions, our distribution partners agree to 
receive a slightly lower than standard commission for the premium associated with the USC.  As of December 31, 2016, our 
USC was servicing Standard Commercial Lines NPW of $51.8 million and Standard Personal Lines NPW of $28.5 million.  
The $80.3 million total serviced by the USC represents 4% of our total NPW.

As mentioned above, our field model provides a wide range of front-line safety management services focused on improving a 
Standard Commercial Lines insured’s safety and risk management programs.  Our service mark “Safety Management: 
Solutions for a safer workplace”SM includes:  (i) risk evaluation and improvement surveys intended to evaluate potential 
exposures and provide solutions for mitigation; (ii) internet-based safety management educational resources, including a large 
library of coverage-specific safety materials, videos and online courses, such as defensive driving and employee educational 
safety courses; (iii) thermographic infrared surveys aimed at identifying electrical hazards; and (iv) Occupational Safety and 
Health Administration construction and general industry certification training.  Risk improvement efforts for existing customers 
are designed to improve loss experience and policyholder retention through valuable ongoing consultative service.  Our safety 
management goal is to work with our customers to identify, mitigate, and eliminate potential loss exposures.

Claims Management
Effective, fair, and timely claims management is one of the most important services that we provide to our customers and 
distribution partners.  It is also one of the critical factors in achieving underwriting profitability.  We have structured our claims 
organization to emphasize:  (i) cost-effective delivery of claims services and control of losses and loss expenses; and (ii) 
maintenance of timely and adequate claims reserves.  In connection with our Standard Commercial Lines and Standard 
Personal Lines, we achieve better claim outcomes through a field model that locates claim representatives in close proximity to 
our customers and distribution partners. 

13

We have a claims service center (“CSC”), co-located with the USC, in Richmond, Virginia.  The CSC receives first notices of 
loss from our customers and claimants related to our Standard Commercial Lines and Standard Personal Lines and manages 
routine automobile and property claims with no injuries.  The CSC is designed to help:  (i) reduce the claims settlement time on 
first- and third-party automobile property damage claims; (ii) increase the use of body shops, glass repair shops, and car rental 
agencies that have contracted with us at discounted rates and specified service levels; (iii) handle and settle small property 
claims; and (iv) investigate and negotiate auto liability claims.  The CSC, as appropriate, will assign claims to the appropriate 
regional claims office or other specialized area within our claims organization.

Claims Management Specialists (“CMSs”) are responsible for investigating and resolving the majority of our standard 
marketplace commercial automobile bodily injury, general liability, and property losses with low severities.  We also have 
Property Claims Specialists ("PCSs") to handle property claims with severities ranging from $5,000 to $100,000.  Strategically 
located throughout our footprint, CMSs and PCSs are able to provide highly responsive customer and distribution partner 
service to quickly resolve claims within their authority.

Our E&S claims processing is consistent with our Standard Commercial Lines and Standard Personal Lines claims processing.  
E&S claims are handled in our standard lines regional offices and are segregated by line of business (property and liability), 
litigation, and complexity.  Our Quality Assurance Unit conducts monthly file reviews on all of our operations to validate 
compliance with our quality claim handling standards.  Complex claims oversight is handled by the Complex Claims Unit 
("CCU").  

We have implemented specialized claims handling as follows:

•  Liability claims with high severity or technically complex losses are handled by the CCU.  The CCU specialists are 

primarily field based and handle losses based on injury type or with severities greater than $250,000.  

•  Litigated matters not meeting the CCU criteria are handled within our regional offices by our litigation claim units.  
These teams are aligned based upon jurisdictional knowledge and technical experience.  In addition, they are 
supervised by litigation managers within the regional claim offices.  These claims are segregated from the CMSs to 
allow for focused management.

•  Workers compensation claims handling is centralized in Charlotte, North Carolina.  Jurisdictionally trained and 

aligned medical only and lost-time adjusters manage non-complex workers compensation claims within our footprint.  
Claims with high exposure and/or significant escalation risk are referred to the workers compensation strategic case 
management unit.  

•  Low severity/high volume property claims are handled by the CSC.  Certain complex claims that do not involve 
structural damage (i.e. employee dishonesty and equipment breakdown losses) are handled by a small group of 
specialists in the CSC.

•  The Large Loss Unit ("LLU") handles complex property claims, typically those in excess of $100,000.

•  All asbestos and environmental claims are referred to our specialized corporate Environmental Unit, which also 

handles latent claims.

This structure allows us to provide experienced adjusting to each claim category.

All insurance segments are supported by the SIU that investigates potential insurance fraud and abuse, and supports efforts by 
regulatory bodies and trade associations to curtail the cost of fraud.  We have developed a proprietary SIU fraud detection 
model that identifies the potential fraud cases early on in the life of the claim.  The SIU adheres to uniform internal procedures 
to improve detection and take action on potentially fraudulent claims.  It is our practice to notify the proper authorities of SIU 
findings, which we believe sends a clear message that we will not tolerate fraud against us or our customers.  The SIU 
supervises anti-fraud training for all claims adjusters and AMSs.

14

Insurance Operations Competition
Our insurance segments face competition from public, private, and mutual insurance companies, which may have lower 
operating costs and/or lower cost of capital than we do.  Some, like us, rely on partners for the distribution of their products and 
services and have competition within their distribution channel, making growth in market share difficult.  Other insurance 
carriers either employ their own agents who only represent them or use a combination of distribution partners, captive agents, 
and direct marketing.  The following provides information on the competition facing our insurance segments:

Standard Commercial Lines
The Standard Commercial Lines property and casualty insurance market is highly competitive and market share is fragmented 
among many companies.  We compete with two types of companies, primarily on the basis of price, coverage terms, claims 
service, customer experience, safety management services, ease of technology usage, and financial ratings:

•  Regional insurers, such as Cincinnati Financial Corporation, Erie Indemnity Company, The Hanover Insurance 

Group, Inc., and United Fire Group, Inc.; and

•  National insurers, such as The Hartford Financial Services Group, Inc., Liberty Mutual Holding Company Inc., 
Nationwide Mutual Insurance Company, The Travelers Companies, Inc., and Zurich Insurance Group, Ltd.

Standard Personal Lines
Our Standard Personal Lines face competition primarily from the regional and national carriers noted above, as well as 
companies such as State Farm Mutual Automobile Insurance Company and Allstate Corporation.  In addition, we face 
competition from direct insurers such as The Government Employees Insurance Company and The Progressive Corporation, 
which primarily offer personal auto coverage and market through a direct-to-consumer model.

E&S Lines
Our E&S Lines face competition from the E&S subsidiaries of the regional and national carriers named above, as well as the 
following companies:

•  Nautilus Insurance Group, a member of W. R. Berkley Company;
•  Colony Specialty, a member of the Argo Group International Holding Ltd;
•  Western World Insurance Group, a member of the Validus Group;
•  Century Insurance Group, a member of the Meadowbrook Insurance Group;
•  The Burlington Insurance Company, a member of IFG Companies;
•  United States Liability Insurance Group, a member of Berkshire Hathaway, Inc.;
• 
•  Markel Corporation.

Scottsdale Insurance Company, a member of Nationwide Mutual Insurance Company; and

Other
In addition, both existing competitors and new industry participants are developing new platforms that are leveraging 
technology and the Internet to provide a low cost "direct to the customer" model.  New competitors emerging under this digital 
platform include, but are not limited to, Lemonade, Attune, and Metromile.  Many of these new entrants have significant 
financial backing.  Further, reinsurers have entered certain primary property and casualty insurance markets to diversity their 
operations and compete with us.

15

Industry Comparison
A comparison of certain statutory ratios for our combined insurance segments and our industry are shown in the following 
table:

Insurance Operations Ratios:1
Loss and loss expense

Underwriting expense

Policyholder dividends

Statutory combined ratio

Growth in NPW

Industry Ratios:1, 2
Loss and loss expense

Underwriting expense

Policyholder dividends

Statutory combined ratio

Growth in NPW

Favorable (Unfavorable) to Industry:

Statutory combined ratio

Growth in NPW

Note: Some amounts may not foot due to rounding.

Simple
Average of
All Periods
Presented

62.5%

33.4

0.2

96.2

8.6

70.7

27.7

0.7

99.1

3.8

2.9

4.8

2016

2015

2014

2013

2012

57.4

34.2

0.2

91.8

8.1

73.0

27.1

0.6

100.7

2.7

8.9

5.4

57.7

34.4

0.3

92.4

9.8

69.8

27.8

0.7

98.3

3.3

5.9

6.5

62.4

33.0

0.3

95.7

4.1

69.3

27.4

0.7

97.4

4.3

64.5

32.8

0.2

97.5

8.7

67.7

28.0

0.7

96.4

4.4

70.7

32.6

0.2

103.5

12.2

73.7

28.2

0.6

102.5

4.4

1.7

(0.2)

(1.1)

4.3

(1.0)

7.8

1The ratios and percentages are based on SAP prescribed or permitted by state insurance departments in the states in which the Insurance Subsidiaries are 
domiciled.
2Source: A.M. Best. The industry ratios for 2016 have been estimated by A.M. Best.

Insurance Regulation

Primary Oversight by the States in Which We Operate
Our insurance segments are heavily regulated.  The primary public policy behind insurance regulation is the protection of 
policyholders and claimants over all other constituencies, including shareholders.  By virtue of the McCarran-Ferguson Act, 
Congress has largely delegated insurance regulation to the various states.  The primary market conduct and financial regulators 
of our Insurance Subsidiaries are the departments of insurance in the states in which they are organized and are licensed.  For a 
discussion of the broad regulatory, administrative, and supervisory powers of the various departments of insurance, refer to the 
risk factor that discusses regulation in Item 1A. “Risk Factors.” of this Form 10-K.

Our various state insurance regulators are members of the NAIC.  The NAIC has codified SAP and other accounting reporting 
formats and drafts model insurance laws and regulations governing insurance companies.  An NAIC model only becomes law 
when it is enacted in the various state legislatures or promulgated as a regulation by the state insurance department.  The 
adoption of certain NAIC model laws and regulations, however, is a key aspect of the NAIC Financial Regulations Standards 
and Accreditation Program.

NAIC Monitoring Tools
Among the NAIC's various financial monitoring tools that are material to the regulators in states in which our Insurance 
Subsidiaries are organized are the following:

•  The Insurance Regulatory Information System (“IRIS”).  IRIS identifies 13 industry financial ratios and specifies 
“usual values” for each ratio.  Departure from the usual values on four or more of the financial ratios can lead to 
inquiries from individual state insurance departments about certain aspects of the insurer's business.  Our Insurance 
Subsidiaries have consistently met the majority of the IRIS ratio tests.

16

 
•  Risk-Based Capital.  Risk-based capital is measured by four major areas of risk to which property and casualty 

insurers are exposed:  (i) asset risk; (ii) credit risk; (iii) underwriting risk; and (iv) off-balance sheet risk.  Insurers face 
a steadily increasing amount of regulatory scrutiny and potential intervention as their total adjusted capital declines 
below two times their "Authorized Control Level".  Based on our 2016 statutory financial statements, which have been 
prepared in accordance with SAP, the total adjusted capital for each of our Insurance Subsidiaries substantially 
exceeded two times their Authorized Control Level. 

•  Annual Financial Reporting Regulation (referred to as the "Model Audit Rule").  The Model Audit Rule, which is 

modeled closely on the Sarbanes-Oxley Act of 2002, as amended ("Sarbanes-Oxley Act"), regulates:  (i) auditor 
independence; (ii) corporate governance; and (iii) internal control over financial reporting.  As permitted under the 
Model Audit Rule, the Audit Committee of the Board of Directors (the “Board”) of the Parent also serves as the audit 
committee of each of our Insurance Subsidiaries.

•  Own Risk and Solvency Assessment ("ORSA").  ORSA requires insurers to maintain a framework for identifying, 

assessing, monitoring, managing, and reporting on the “material and relevant risks” associated with the insurers' (or 
insurance groups') current and future business plans.  ORSA, which has been adopted by the state insurance regulators 
of our Insurance Subsidiaries, requires companies to file an internal assessment of their solvency with insurance 
regulators annually.  Although no specific capital adequacy standard is currently articulated in ORSA, it is possible 
that such standard will be developed over time and may increase insurers' minimum capital requirements, which could 
adversely impact our growth and return on equity.    

In addition to the formal regulation above, we are subject to capital adequacy monitoring by rating agencies, for example, 
Best's Capital Adequacy Ratio ("BCAR").  BCAR, which was developed by A.M. Best, examines an insurer's leverage, 
underwriting activities, and financial performance.

Federal Regulation
Notable federal legislation and administrative policies that affect the insurance industry are:

•  The Terrorism Risk Insurance Program Reauthorization Act ("TRIPRA");
•  The Dodd-Frank Wall Street Reform and Consumer Protection Act (“Dodd-Frank Act”); and 
•  Various privacy laws that apply to us because we have personal non-public information, including the:

Gramm-Leach-Bliley Act;
Fair Credit Reporting Act;
Drivers Privacy Protection Act; and 
Health Insurance Portability and Accountability Act.  

Like all businesses, we are required to enforce the economic and trade sanctions of the Office of Foreign Assets Control 
(“OFAC”).  

FEMA oversees the WYO Program enacted by Congress.  Congress sets the WYO Program's budgeting, rules, and rating 
parameters.  Two significant pieces of legislation that impact the WYO Program are the Biggert-Waters Flood Insurance 
Reform Act of 2012 ("Bigger-Waters Act") and the Homeowner Flood Insurance Affordability Act of 2014 ("Flood 
Affordability Act").  The Biggert-Waters Act:  (i) extended the NFIP funding to September 30, 2017; and (ii) moved the 
program to more market based rates for certain flood policies.  The Flood Affordability Act repealed and modified certain 
provisions in the Biggert-Waters Act regarding premium adjustments.  The NFIP authorization expires on September 30, 2017.  
Congress has been considering options to the NFIP and it is expected that the program will be extended.

In response to the financial markets crises in 2008 and 2009, the Dodd-Frank Act was enacted in 2010.  This law provided for, 
among other things, the following:

•  The establishment of the Federal Insurance Office (“FIO”) under the United States Department of the Treasury;
• 
•  Corporate governance reforms for publicly traded companies.

Federal Reserve oversight of financial services firms designated as systemically important; and

The FIO, the Federal Reserve, state regulators, and other regulatory bodies have been developing models for capital standards, 
negotiating a covered agreement on reinsurance collateral, and have been gathering data as required under the Dodd-Frank Act.  
Changes to the Dodd-Frank Act and FIO are expected in 2017 as the Trump Administration and the Republican Congress seek 
opportunities to pare down the Dodd-Frank Act and its regulations.  For additional information on the potential impact of the 
Dodd-Frank Act, refer to the risk factor related to this legislation within Item 1A. “Risk Factors.” of this Form 10-K.

17

International Regulation
We believe that development of global capital standards will influence the development of similar standards by domestic 
regulators.  Notable international developments include the following:

• 

In 2014, the International Association of Insurance Supervisors proposed Basic Capital Standards for Global 
Systemically Important Insurers as well as a uniform capital framework for internationally active insurers; and

•  The European Union enacted Solvency II, which sets out new requirements on capital adequacy and risk management 

for insurers operating in Europe, which was implemented in 2016. 

For additional information on the potential impact of international regulation on our business, refer to the risk factor related to 
regulation within Item 1A. “Risk Factors.” of this Form 10-K.

Investment Segment
Our Investment segment invests insurance premiums, as well as amounts generated through our capital management strategies, 
which may include the issuance of debt and equity securities, to generate investment income and to satisfy obligations to our 
customers, our shareholders, and our debt holders, among others.  At December 31, 2016, our investment portfolio consisted of 
the following:

Category of Investment

($ in millions, except invested assets per dollar of stockholders' equity)

Fixed income securities

Equity securities

Short-term investments

Other investments, including alternatives

Total

Invested assets per dollar of stockholders' equity

Carrying Value

% of Investment
Portfolio

$

$

$

4,894.1

146.7

221.7

102.4

5,364.9

3.50

92

2

4

2

100

Our investment philosophy includes certain return and risk objectives for the fixed income, equity, and other investment 
portfolios.  After-tax yield and income generation are key drivers to our investment strategy, which has historically been 
balanced with a long-term “buy-and-hold,” low turnover approach.  

During 2016, we determined that a more active management approach to our investment portfolio was appropriate to maximize 
the risk-adjusted after-tax income and total return of the portfolio, while maintaining a similar level of credit quality and 
duration risk.  We evaluated our previous buy-and-hold low turnover approach in the context of the current market 
environment, and concluded that a change was appropriate to more effectively diversify, navigate, and manage the portfolio in 
response to a persistently low and volatile interest rate environment, the potential for rising inflation, and an uncertain political 
and tax landscape.

To execute on this revised approach, we hired several new investment managers who were on-boarded in the fourth quarter of 
2016.  We modestly increased our exposure to below investment grade fixed income securities, private equity, and private 
credit strategies to further diversify our allocation within risk assets, which principally includes public equities, high-yield fixed 
income securities, and private equity, in conjunction with repositioning the portfolio to a long-term target risk asset allocation 
of approximately 10% of total invested assets.  While our approach to managing the investment portfolio has changed, our core 
investment philosophy has not changed.  We remain focused on diversification, capital preservation, investment quality, and 
liquidity to meet our needs and obligations.

For further information regarding our risks associated with the overall investment portfolio, see Item 7A. “Quantitative and 
Qualitative Disclosures About Market Risk.” and Item 1A. “Risk Factors.” of this Form 10-K.  For additional information 
about investments, see the section entitled, “Investments,” in Item 7. “Management’s Discussion and Analysis of Financial 
Condition and Results of Operations.” and Item 8. “Financial Statements and Supplementary Data.” Note 5. of this Form 10-K.

18

 
 
 
 
Reports to Security Holders

We file with the SEC all required disclosures, including our Annual Report on Form 10-K, Quarterly Reports on Form 10-Q, 
Current Reports on Form 8-K, Proxy Statements, and other required information under Sections 13(a) or 15(d) of the Securities 
Exchange Act of 1934, as amended (“Exchange Act”).  We provide access to these filed materials on our Internet website, 
www.Selective.com.

Item 1A. Risk Factors.

Any of the following risk factors could cause our actual results to differ materially from historical or anticipated results.  They 
could have a significant impact on our business, liquidity, capital resources, results of operations, financial condition, and debt 
ratings.  These risk factors might affect, alter, or change actions that we might take in executing our long-term capital strategy, 
including, but not limited to, contributing capital to any or all of the Insurance Subsidiaries, issuing additional debt and/or 
equity securities, repurchasing our equity securities, redeeming our fixed income securities, or increasing or decreasing 
stockholders’ dividends.  This list of risk factors is not exhaustive, and others may exist.

In an effort to highlight recent trends that may impact our business, we have identified risk factors impacted by:  (i) potential 
changes to the U.S. federal tax code; (ii) other impacts of the Presidential election and Republican Congress; and (iii) other 
evolving legislation.  Following these sections are the ongoing risks that continue to impact our business segments, as well as 
our corporate structure and governance.

U.S. Federal Tax Code

Changes in tax legislation initiatives could adversely affect our results of operations and financial condition.
We are subject to the tax laws and regulations of U.S. federal, state, and local governments, which may be amended in ways 
that adversely impact us.  Recently, there has been significant debate about reform of the current U.S. federal tax code.  
Although some reform proposals may be beneficial to the insurance industry overall, we cannot predict what impact any 
enacted reform proposals could have on our results of operations, liquidity, financial condition, financial strength, and debt 
ratings.  For example, if the existing U.S. federal corporate income tax rate is reduced from its current 35%, any deferred tax 
assets would be reduced and we would likely be required to recognize a reduction of a previously-recognized federal tax 
benefit in the period when enacted.  This and other potential tax rule changes may increase or decrease our actual tax expense 
and could materially and adversely affect our results of operations.  If the corporate tax rate is reduced to between 15% and 
20%, we would be required to record a non-cash write off of deferred tax assets to income of approximately $36 million to $49 
million.

Recent tax reform proposals have included border adjustment provisions that could tax imports of products and services from 
foreign states.  Some proposals call for significant tariffs.  We have agreements for products and services with foreign 
domiciled companies, such as information technology services.  In addition, risk transfer may or may not be included in the 
definition of products and services; therefore, our reinsurance treaties, many of which are with non-U.S. reinsurance 
companies, may be impacted by any new proposals.  If new taxes are imposed on these products and services, it is possible that 
our expenses for these items could increase, perhaps significantly.  We cannot predict the impact such proposals could have on 
our products and services supplier relationships, results of operations, liquidity, financial condition, financial strength, and debt 
ratings if enacted.

Changes in tax legislation initiatives could adversely affect our investments results.
Amendments to the tax laws and regulations of U.S. federal, state, and local governments may adversely impact us.  Our 
investment portfolio has benefited from tax exemptions and certain other tax laws, including, but not limited to, those 
governing dividends received deductions and tax-advantaged municipal bond interest.  Future federal and/or state tax 
legislation could be enacted to lessen or eliminate some or all of these favorable tax advantages.  This could negatively impact 
the value of our investment portfolio and, in turn, materially and adversely impact our results of operations.

If the recent renewed debate about revamping the current U.S. federal tax code results in enacted changes, it is possible that 
some changes may be beneficial to the insurance industry overall.  We, however, cannot predict what impact such enacted 
proposals could have on our results of operations, liquidity, financial condition, financial strength, and debt ratings.

19

 
 
 
If we experience difficulties with outsourcing relationships, our ability to conduct our business might be negatively 
impacted. 
We outsource certain business and administrative functions to third parties for efficiencies and cost savings, and may do so 
increasingly in the future.  If we fail to develop and implement our outsourcing strategies or our third-party providers fail to 
perform as anticipated, we may experience operational difficulties, increased costs, and a loss of business that may have a 
material adverse effect on our results of operations or financial condition.  Currently, we have agreements with multiple 
consulting, information technology, and service providers for supplemental staffing services.  Collectively, these providers 
supply approximately 54% of our skilled technology capacity and are principally based in the U.S., although we do contract 
with some service providers who are based, or utilize resources, outside of the U.S.  As mentioned above, the availability and 
cost of these services may be impacted by potential tax reform proposals.

Other Potential Impacts of the Presidential Election and the Republican Majority Congress

We are subject to the risk that legislation will be passed that significantly changes insurance regulation and adversely 
impacts our business, financial condition, and/or the results of operations.  
In 2009, the Dodd-Frank Act was enacted to address corporate governance and control issues identified in the financial markets 
crises in 2008 and 2009 and issues identified in the operations of non-insurance subsidiaries of American International Group, 
Inc.  The Dodd-Frank Act created the FIO as part of the U.S. Department of Treasury to advise the federal government on 
insurance issues.  The Dodd-Frank Act also requires the Federal Reserve, through the Financial Services Oversight Council 
(“FSOC”), to supervise financial services firms designated as systemically important financial institutions ("SIFI").  The FSOC 
has not designated us as a SIFI.  The Dodd-Frank Act also included a number of corporate governance reforms for publicly 
traded companies, including proxy access, say-on-pay, and other compensation and governance issues.  Critics of the Dodd-
Frank Act are proposing various reforms to the act, and it is possible that some provisions of the law may be modified to lessen 
regulatory burdens.

In general, the Trump Administration and the Republican Majority in Congress favor less federal involvement in insurance.  It 
is possible, however, that there may be legislative proposals in Congress that could result in the federal government directly 
regulating the business of insurance.  President Trump and the Republican Majority in Congress favor the repeal of the 
Affordable Care Act ("ACA").  Repeal of the law raises some legal and practical challenges.  Some reform proposals include a 
provision to permit sales of insurance across state lines, which under current federal law cannot be sold across state lines 
without the approval of the respective state insurance regulators.  As part of some ACA reform proposals, there are calls for the 
elimination of the anti-trust exemptions for health insurers under the McCarran-Ferguson Act.  While we are not a health 
insurer, we and the property and casualty industry operate under anti-trust exemptions that permit the aggregation of claims and 
other data necessary under the law of large numbers to price insurance.  If similar proposals related to the property and casualty 
industry were made and enacted, we would have to seek a business practices exemption from the Department of Justice to share 
information with other insurers.  We cannot predict the impact such proposals, if enacted, could have on our product and 
services supplier relationships, results of operations, liquidity, financial condition, financial strength, and debt ratings.

There also are legislative and regulatory proposals in various states that seek to limit the ability of insurers to assess insurance 
risk.  From time-to-time, proposals in various states seek to limit the ability of insurers to use certain factors or predictive 
measures in the underwriting of property and casualty risks.  Among the proposed legislation and regulation have been limits 
on the use of insurance scores and marketplace considerations.  These proposals, if enacted, could impact underwriting pricing 
and results.

We cannot predict what federal and state rules or legislation will be proposed and adopted, or what impact, if any, such 
proposals or the cost of compliance with such proposals, could have on our results of operations, liquidity, financial condition, 
financial strength, and debt ratings if enacted.

Deterioration in the public debt and equity markets, the private investment marketplace, uncertainty regarding political 
developments and the economy could lead to investment losses, which may adversely affect our results of operations, 
financial condition, liquidity, and debt ratings.
Like most property and casualty insurance companies, we depend on income from our investment portfolio for a significant 
portion of our revenue and earnings.  Our investment portfolio is exposed to significant financial and capital market risks, both 
in the U.S. and abroad, and volatile changes in general market or economic conditions could lead to a decline in the market 
value of our portfolio as well as the performance of the underlying collateral of our structured securities.  Concerns over weak 
economic growth globally, elevated unemployment, volatile energy and commodity prices, and geopolitical issues, among other 
factors, contribute to increased volatility in the financial markets, increased potential for credit downgrades, and decreased 
liquidity in certain investment segments.  In addition, President Donald J. Trump has proposed significant changes in United 

20

 
States domestic and foreign policy.  The uncertainty regarding these proposed changes, and whether they will be implemented, 
may elevate the volatility of the financial markets and adversely impact our investment portfolio.

Our notes payable and line of credit are subject to certain debt-to-capitalization restrictions and net worth covenants, which 
could be impacted by a significant decline in investment value.  Further OTTI charges could be necessary if there is a 
significant future decline in investment values.  Depending on market conditions going forward, and in the event of extreme 
prolonged market events, such as the global credit crisis, we could incur additional realized and unrealized losses in future 
periods, which could have an adverse impact on our results of operations, financial condition, debt and financial strength 
ratings, and our ability to access capital markets as a result of realized losses, impairments, and changes in unrealized positions.

For more information regarding market interest rate, credit, and equity price risk, see Item 7A. “Quantitative and Qualitative 
Disclosures About Market Risk.” of this Form 10-K.

Other Evolving Legislation

We face risks regarding our flood business because of uncertainties regarding the NFIP.
We are the sixth largest insurance group participating in the WYO arrangement of the NFIP, which is managed by the 
Mitigation Division of the Federal Emergency Management Agency (“FEMA”) in the U.S. Department of Homeland Security.  
For WYO participation, we receive an expense allowance for policies written and a servicing fee for claims administered.  
Under the program, all losses are 100% reinsured by the Federal Government.  Currently, the expense allowance is 30.9% of 
DPW.  The servicing fee is the combination of 0.9% of DPW and 1.5% of incurred losses.

As a WYO carrier, we are required to follow certain NFIP procedures when administering flood policies and claims.  Some of 
these requirements may differ from our normal business practices and may present a reputational risk to our brand.  Insurance 
companies are regulated by states and the NFIP requires WYO carriers to be licensed in the states in which they operate.  The 
NFIP, however, is a federal program and WYO carriers are fiscal agents of the U.S. Government and must follow the directives 
of the NFIP.  Consequently, we have the risk that directives of the NFIP and a state regulator on the same issue may conflict.

There has been significant public policy and political debate regarding the NFIP and its outstanding debt, including the 
obtainment of reinsurance coverage for NFIP losses.  In 2016, FEMA secured its first placement of reinsurance for the NFIP.  
In January 2017, FEMA expanded its September 2016 placement and transferred $1 billion of the NFIP's financial risk to 
reinsurers through January 1, 2018.  In addition, there are several legislative proposals in Congress regarding NFIP 
reauthorization.  The NFIP statute will expire on September 30, 2017, unless reauthorized by Congress.  While it is possible 
that the NFIP program will be reauthorized with limited changes to the underlying structure, there is substantial uncertainty 
about the future of the program given the changing political environment.  Our flood business could be impacted by:  (i) any 
mandate for primary insurance carriers to provide flood insurance; or (ii) private writers becoming more prevalent in the 
marketplace.  The uncertainty created by the public policy debate and politics of flood insurance reform make it difficult for us 
to predict the future of the NFIP and our continued participation in the program.

We are subject to attempted cyber-attacks and other cybersecurity risks.
Our business heavily relies on various information technology and application systems that are connected to, or may be 
accessed from, the Internet and may be impacted by a malicious cyber-attack.  Our systems also contain confidential and 
proprietary information regarding our operations, our employees, our agents, and our customers and their employees and 
property, including personally identifiable information.  We have developed and invested, and expect to continue to do both, in 
a variety of controls to prevent, detect, and appropriately react to such cyber-attacks, including frequently testing our systems' 
security and access controls.  Cyber-attacks continue to become more complex and broad ranging and our internal controls 
provide only a reasonable, not absolute, assurance that we will be able to protect ourselves from significant cyber-attack 
incidents.  By outsourcing certain business and administrative functions to third parties, we may be exposed to enhanced risk of 
data security breaches.  Any breach of data security could damage our reputation and/or result in monetary damages, which, in 
turn, could have a material adverse effect on our results of operations, liquidity, financial condition, financial strength, and debt 
ratings.  Although we have not experienced a material cyber-attack, it is possible that might occur.  We have insurance coverage 
for certain cybersecurity risks, including privacy breach incidents, that provides protection up to $20 million above a deductible 
of $250,000.  

21

 
 
 
Given the increased number of identity thefts from cyber-attacks, federal and state policymakers have proposed, and will likely 
continue to propose, increased regulation of the protection of personally identifiable information and the steps to be followed 
after a related cybersecurity breach.  Compliance with these regulations and efforts to address continuingly developing 
cybersecurity risks may result in a material adverse effect on our results of operations, liquidity, financial condition, financial 
strength, and debt ratings.

Risks Related to our Insurance Segments

Our loss and loss expense reserves may not be adequate to cover actual losses and expenses.
We are required to maintain loss and loss expense reserves for our estimated liability for losses and loss expenses associated 
with reported and unreported insurance claims.  Our estimates of reserve amounts are based on facts and circumstances that we 
know, including our expectations of the ultimate settlement and claim administration expenses, including inflationary trends 
particularly regarding medical costs, predictions of future events, trends in claims severity and frequency, and other subjective 
factors relating to our insurance policies in force.  There is no method for precisely estimating the ultimate liability for 
settlement of claims.  We cannot be certain that the reserves we establish are adequate or will be adequate in the future.  From 
time-to-time, we increase reserves if they are inadequate or reduce them if they are redundant.  An increase in reserves:  (i) 
reduces net income and stockholders’ equity for the period in which the reserves are increased; and (ii) could have a material 
adverse effect on our results of operations, liquidity, financial condition, financial strength, and debt ratings.

We are subject to losses from catastrophic events.
Our results are subject to losses from natural and man-made catastrophes, including, but not limited to:  hurricanes, tornadoes, 
windstorms, earthquakes, hail, terrorism, explosions, severe winter weather, floods, and fires, some of which may be related to 
climate changes.  The frequency and severity of these catastrophes are inherently unpredictable.  One year may be relatively 
free of such events while another may have multiple events.  For further discussion regarding man-made catastrophes that 
relate to terrorism, see the risk factor directly below regarding the potential for significant losses from acts of terrorism.

There is widespread interest among scientists, legislators, regulators, and the public regarding the effect that greenhouse gas 
emissions may have on our environment, including climate change.  If greenhouse gasses continue to impact our climate, it is 
possible that more devastating catastrophic events could occur.

The magnitude of catastrophe losses is determined by the severity of the event and the total amount of insured exposures in the 
area affected by the event as determined by ISO's Property Claim Services unit.  Most of the risks underwritten by our 
insurance segments are concentrated geographically in the Eastern and Midwestern regions of the country.  In 2016, 
approximately 20% of NPW were related to insurance policies written in New Jersey.  Catastrophes in the Eastern and 
Midwestern regions of the United States could adversely impact our financial results, as was the case in 2010, 2011, and 2012.

Although catastrophes can cause losses in a variety of property and casualty insurance lines, most of our historical catastrophe-
related claims have been from commercial property and homeowners coverages.  In an effort to limit our exposure to 
catastrophe losses, we purchase catastrophe reinsurance.  Catastrophe reinsurance could prove inadequate if:  (i) the various 
modeling software programs that we use to analyze the Insurance Subsidiaries’ risk result in an inadequate purchase of 
reinsurance by us; (ii) a major catastrophe loss exceeds the reinsurance limit or the reinsurers’ financial capacity; or (iii) the 
frequency of catastrophe losses results in our Insurance Subsidiaries exceeding the aggregate limits provided by the catastrophe 
reinsurance treaty.  Even after considering our reinsurance protection, our exposure to catastrophe risks could have a material 
adverse effect on our results of operations, liquidity, financial condition, financial strength, and debt ratings.

We are subject to potentially significant losses from acts of terrorism.
As a Standard Commercial Lines and E&S Lines writer, we are required to participate in TRIPRA, which was extended by 
Congress to December 31, 2020.  TRIPRA requires private insurers and the United States government to share the risk of loss 
on future acts of terrorism certified by the U.S. Secretary of the Treasury.  Under TRIPRA, insureds with non-workers 
compensation commercial policies have the option to accept or decline our terrorism coverage or negotiate with us for other 
terms.  In 2016, 89% of our Standard Commercial Lines non-workers compensation policyholders purchased terrorism 
coverage that included nuclear, biological, chemical, and radioactive ("NBCR") events.  Terrorism coverage is mandatory for 
all primary workers compensation policies, so the TRIPRA back-stop applies to these policies.  A risk exists that, if the U.S. 
Secretary of Treasury does not certify certain future terrorist events, we would be required to pay related covered losses without 
TRIPRA's risk sharing benefits.  Examples of this potential risk are the 2013 Boston Marathon bombing and the 2015 shootings 
in San Bernardino, California, neither of which were certified as terrorism events. 

Under TRIPRA, each participating insurer is responsible for paying a deductible of specified losses before federal assistance is 
available.  This deductible is based on a percentage of the prior year’s applicable Standard Commercial Lines and E&S Lines 
22

 
  
 
 
 
 
 
premiums.  In 2017, our deductible is approximately $304 million.  For losses above the deductible, the federal government 
will pay 83% of losses to an industry limit of $100 billion, and the insurer retains 17%.  The federal share of losses will be 
reduced by 1% each year to 80% by 2020.  Although TRIPRA’s provisions will mitigate our loss exposure to a large-scale 
terrorist attack, our deductible is substantial and could have a material adverse effect on our results of operations, liquidity, 
financial condition, financial strength, and debt ratings.  

TRIPRA rescinded all previously approved coverage exclusions for terrorism.  Many of the states in which we write 
commercial property insurance mandate that we cover fire following an act of terrorism regardless of whether the insured 
specifically purchased terrorism coverage.  Likewise, terrorism coverage cannot be excluded from workers compensation 
policies in any state in which we write.   

Personal lines of business have never been covered under TRIPRA.  Homeowners policies within our Standard Personal Lines 
exclude nuclear losses, but do not exclude biological or chemical losses. 

Our ability to reduce our risk exposure depends on the availability and cost of reinsurance.
We transfer a portion of our underwriting risk exposure to reinsurance companies.  Through our reinsurance arrangements, a 
specified portion of our losses and loss expenses are assumed by the reinsurer in exchange for a specified portion of premiums.  
The availability, amount, and cost of reinsurance depend on market conditions, which may vary significantly.  Most of our 
reinsurance contracts renew annually and may be impacted by the market conditions at the time of the renewal that are 
unrelated to our specific book of business or experience.  Any decrease in the amount of our reinsurance will increase our risk 
of loss.  Any increase in the cost of reinsurance that cannot be included in renewal price increases will reduce our earnings. 
Accordingly, we may be forced to incur additional expenses for reinsurance or may not be able to obtain sufficient reinsurance 
on acceptable terms.  Either could adversely affect our ability to write future business or result in the assumption of more risk 
with respect to those policies we issue.

We are exposed to credit risk.  
We are exposed to credit risk in several areas of our insurance segments, including from:

•  Our reinsurers, who are obligated to us under our reinsurance agreements.  Amounts recoverable from our 

reinsurers can increase quickly and significantly during periods of high catastrophe loss activity, such as in the 
fourth quarter of 2012 due to losses incurred from Superstorm Sandy, and thus our credit risk to our reinsurers can 
increase significantly and will fluctuate over time.  The relatively small size of the reinsurance market and our 
objective to maintain an average weighted rating of “A” by A.M. Best on our current reinsurance programs 
constrains our ability to diversify this credit risk.  However, some of our reinsurance credit risk is collateralized.

•  Certain life insurance companies that are obligated to our customers, as we have purchased annuities from them 

under structured settlement agreements.

• 

Some of our distribution partners, who collect premiums from our customers and are required to remit the collected 
premium to us.

• 

Some of our customers, who are responsible for payment of premiums and/or deductibles directly to us.

•  The invested assets in our defined benefit plan, which partially serve to fund our liability associated with this plan.  
To the extent that credit risk adversely impacts the valuation and performance of the invested assets within our 
defined benefit plan, the funded status of the defined benefit plan could be adversely impacted and, as result, could 
increase the cost of the plan to us.

Our exposure to credit risk could have a material adverse effect on our results of operations, liquidity, financial condition, 
financial strength, and debt ratings.

Difficult conditions in global capital markets and the economy may adversely affect our revenue and profitability and harm 
our business, and these conditions may not improve in the near future.
General economic conditions in the United States and throughout the world and volatility in financial and insurance markets 
may materially affect our results of operations.  Factors such as business and consumer confidence, unemployment levels, 
consumer spending, business investment, government spending, the volatility and strength of the capital markets, and inflation 
all affect the business and economic environment and, indirectly, the amount and profitability of our business.  During 2016, 
34% of DPW in our Standard Commercial Lines business were based on payroll/sales of our underlying customers.  An 

23

 
  
 
economic downturn in which our customers decline in revenue or employee count can adversely affect our audit and 
endorsement premium in our Standard Commercial Lines.  

Unfavorable economic developments could adversely affect our earnings if our customers have less need for insurance 
coverage, cancel existing insurance policies, modify coverage, or choose not to renew with us.  Challenging economic 
conditions may impair the ability of our customers to pay premiums as they come due.  Adverse economic conditions may have 
a material effect on our results of operations, liquidity, financial condition, financial strength, and debt ratings.

A downgrade or a potential downgrade in our financial strength or credit ratings could result in a loss of business and could 
have a material adverse effect on our financial condition and results of operations.
A significant financial strength rating downgrade, particularly from A.M. Best, would affect our ability to write new or renewal 
business with customers, some of whom are required under various third party agreements to maintain insurance with a carrier 
that maintains a specified minimum rating.  In addition, our $30 million line of credit ("Line of Credit") requires our Insurance 
Subsidiaries to maintain an A.M. Best rating of at least “A-” (one level below our current rating) and a default could lead to 
acceleration of any outstanding principal.  Such an event could trigger default provisions under certain of our other debt 
instruments and negatively impact our ability to borrow in the future.  As a result, any significant downgrade in our financial 
strength ratings could have a material adverse effect on our results of operations, liquidity, financial condition, financial 
strength, and debt ratings.  Refer to Item 1. "Business" for our current financial strength ratings.

Nationally recognized statistical rating organizations ("NRSROs") also rate our long-term debt creditworthiness.  Credit ratings 
indicate the ability of debt issuers to meet debt obligations in a timely manner and are important factors in our overall funding 
profile and ability to access certain types of liquidity.  Our current senior credit ratings are as follows:

NRSRO

Credit Rating

Long Term Credit Outlook

A.M. Best

S&P

Moody’s

Fitch

bbb+

BBB

Baa2

BBB+

Stable

Stable

Stable

Stable

Downgrades in our credit ratings could have a material adverse effect on our financial condition and results of operations in 
many ways, including making it more expensive for us to access capital markets.  We cannot predict possible actions NRSROs 
may take regarding our ratings that could adversely affect our business or the possible actions we may take in response to any 
such actions.

We have many competitors and potential competitors.
Demand for insurance is influenced by prevailing general economic conditions.  The supply of insurance is related to prevailing 
prices, the levels of insured losses and the levels of industry capital which, in turn, may fluctuate in response to changes in rates 
of return on investments being earned in the insurance industry.  In addition, pricing is influenced by the operating performance 
of insurers, as increased pricing may be necessary to meet return on equity objectives.  As a result, the insurance industry 
historically has had cycles characterized by periods of intense price competition due to excessive underwriting capacity and 
periods when shortages of capacity and poor insurer operating performance drove favorable premium levels.  If competitors 
price business below technical levels, we might reduce our profit margin to retain our best business.

Pricing and loss trends impact our profitability.  For example, assuming retention and all other factors remain constant:

•  A pure price decline of approximately 1% would increase our statutory combined ratio by approximately 0.75 

points;

•  A 3% increase in our expected claim costs for the year would cause our loss and loss expense ratio to increase by 

approximately 1.75 points; and

•  A combination of the two could raise the combined ratio by approximately 2.5 points.

24

 
 
 
 
We compete with regional, national, and direct-writer property and casualty insurance companies for customers, distribution 
partners, and employees.  Some competitors are public companies and some are mutual companies.  Many competitors are 
larger and may have lower operating costs and/or lower cost of capital.  They may have the ability to absorb greater risk while 
maintaining their financial strength ratings.  Consequently, some competitors may be able to price their products more 
competitively.  These competitive pressures could result in increased pricing pressures on a number of our products and 
services, particularly as competitors seek to win market share, and may impair our ability to maintain or increase our 
profitability.  Because of its relatively low cost of entry, the Internet has emerged as a significant place of new competition, 
both from existing competitors and new competitors.  New competitors emerging under this digital platform include, but are 
not limited to, Lemonade, Attune, and Coverwallet.  Additionally, reinsurers have entered certain primary property casualty 
insurance markets to diversify their operations and compete with us.  Further new competition could cause changes in the 
supply or demand for insurance and adversely affect our business.

We have less loss experience data than our larger competitors.
We believe that insurers are competing and will continue to compete on their ability to use reliable data about their customers 
and loss experience in complex analytics and predictive models to assess the profitability of risks, as well as the potential for 
adverse claim development, recovery opportunities, fraudulent activities, and customer buying habits.  With the consistent 
expansion of computing power and the decline in its cost, we believe that data and analytics use will continue to increase and 
become more complex and accurate.  As a regional insurance group, the loss experience from our insurance operations is not 
large enough in all circumstances to analyze and project our future costs.  In addition, we have more limited experience data 
related to our E&S business, which we purchased in 2011.  We use data from ISO, AAIS, and NCCI to obtain industry loss 
experience to supplement our own data.  While statistically relevant, that data is not specific to the performance of risks we 
have underwritten.  Larger competitors, particularly national carriers, have a significantly larger volume of data regarding the 
performance of risks that they have underwritten.  The analytics of their loss experience data may be more predictive of 
profitability of their risks than our analysis using, in part, general industry loss experience.  For the same reason, should 
Congress repeal the McCarran-Ferguson Act, which provides an anti-trust exemption for the aggregation of loss data, and we 
are unable to access data from ISO, AAIS, and NCCI, we will be at a competitive disadvantage to larger insurers who have 
more loss experience data on their own customers and may not need aggregated industry loss data.

We depend on distribution partners.
We market and sell our insurance products through distribution partners who are not our employees.  We believe that these 
partners will remain a significant force in overall insurance industry premium production because they can provide customers 
with a wider choice of insurance products than if they represented only one insurer.  That, however, creates competition in our 
distribution channel and we must market our products and services to our distribution partners before they sell them to our 
mutual customers.  Additionally, there has been a trend towards increased levels of consolidation of these distribution partners 
in the marketplace, which increases competition among fewer distributors.  Our Standard Personal Lines production is further 
limited by the fact that independent retail insurance agencies only write approximately 35% of this business in the United 
States.  Our financial condition and results of operations are tied to the successful marketing and sales efforts of our products 
by our distribution partners.  In addition, under insurance laws and regulations and common law, we potentially can be held 
liable for business practices or actions taken by our distribution partners.

We are heavily regulated and changes in regulation may reduce our profitability, increase our capital requirements, and/or 
limit our growth. 
Our Insurance Subsidiaries are heavily regulated by extensive laws and regulations that may change on short notice.  The 
primary public policy behind insurance regulation is the protection of policyholders and claimants over all other constituencies, 
including shareholders.  Historically by virtue of the McCarran-Ferguson Act, our Insurance Subsidiaries are primarily 
regulated by the states in which they are domiciled and licensed.  State insurance regulation is generally uniform throughout the 
U.S. by virtue of similar laws and regulations required by the NAIC to accredit state insurance departments so their 
examinations can be given full faith and credit by other state regulators.  Despite their general similarity, various provisions of 
these laws and regulations vary from state to state.  At any given time, there may be various legislative and regulatory proposals 
in each of the 50 states and District of Columbia that, if enacted, may affect our Insurance Subsidiaries.  

The broad regulatory, administrative, and supervisory powers of the various state departments of insurance include the 
following:

•  Related to our financial condition, review and approval of such matters as minimum capital and surplus 

requirements, standards of solvency, security deposits, methods of accounting, form and content of statutory 
financial statements, reserves for unpaid losses and loss adjustment expenses, reinsurance, payment of dividends 
and other distributions to shareholders, periodic financial examinations, and annual and other report filings.

25

 
 
 
 
•  Related to our general business, review and approval of such matters as certificates of authority and other insurance 
company licenses, licensing and compensation of distribution partners, premium rates (which may not be excessive, 
inadequate, or unfairly discriminatory), policy forms, policy terminations, reporting of statistical information 
regarding our premiums and losses, periodic market conduct examinations, unfair trade practices, participation in 
mandatory shared market mechanisms, such as assigned risk pools and reinsurance pools, participation in 
mandatory state guaranty funds, and mandated continuing workers compensation coverage post-termination of 
employment.

•  Related to our ownership of the Insurance Subsidiaries, we are required to register as an insurance holding company 

system in each state where an insurance subsidiary is domiciled and report information concerning all of our 
operations that may materially affect the operations, management, or financial condition of the insurers.  As an 
insurance holding company, the appropriate state regulatory authority may:  (i) examine our Insurance Subsidiaries 
or us at any time; (ii) require disclosure or prior approval of material transactions of any of the Insurance 
Subsidiaries with its affiliates; and (iii) require prior approval or notice of certain transactions, such as payment of 
dividends or distributions to us.

Although Congress has largely delegated insurance regulation to the various states by virtue of the McCarran-Ferguson Act, we 
are also subject to federal legislation and administrative policies, such as disclosure under the securities laws, including the 
Sarbanes-Oxley Act and the Dodd-Frank Act, TRIPRA, OFAC, and various privacy laws, including the Gramm-Leach-Bliley 
Act, the Fair Credit Reporting Act, the Drivers Privacy Protection Act, the Health Insurance Portability and Accountability Act, 
and the policies of the Federal Trade Commission.  As a result of issuing workers compensation policies, we are subject to 
Mandatory Medicare Secondary Payer Reporting under the Medicare, Medicaid, and SCHIP Extension Act of 2007.

The European Union enacted Solvency II, which was implemented in 2016 and sets out new requirements for capital adequacy 
and risk management for insurers operating in Europe.  The strengthened regime is intended to reduce the possibility of 
consumer loss or market disruption in insurance.  In addition, in 2014, the International Association of Insurance Supervisors 
proposed Basic Capital Standards for Global Systemically Important Insurers as well as a uniform capital framework for 
internationally active insurers.  Although Solvency II does not govern domestic American insurers, and we do not have 
international operations, we believe that development of global capital standards will influence the development of similar 
standards by domestic regulators.  The NAIC has recently adopted ORSA, which requires insurers to maintain a framework for 
identifying, assessing, monitoring, managing, and reporting on the “material and relevant risks” associated with the insurer's (or 
insurance group's) current and future business plans.  ORSA, which has been adopted by the state insurance regulators of our 
Insurance Subsidiaries, requires companies to file an internal assessment of their solvency with insurance regulators annually.  
Although no specific capital adequacy standard is currently articulated in ORSA, it is possible that such a standard will be 
developed over time and may increase insurers' minimum capital requirements, which could adversely impact our growth and 
return on equity.    

We are subject to non-governmental regulators, such as the NASDAQ Stock Market and the New York Stock Exchange where 
we list our securities.  Many of these regulators, to some degree, overlap with each other on various matters.  They have 
different regulations on the same legal issues that are subject to their individual interpretative discretion.  Consequently, we 
have the risk that one regulator’s position may conflict with another regulator’s position on the same issue.  As compliance is 
generally reviewed in hindsight, we are subject to the risk that interpretations will change over time.

We believe we are in compliance with all laws and regulations that have a material effect on our results of operations, but the 
cost of complying with various, potentially conflicting laws and regulations, and changes in those laws and regulations could 
have a material adverse effect on our results of operations, liquidity, financial condition, financial strength, and debt ratings.

Class action litigation could affect our business practices and financial results.
Our industry has been the target of class action litigation, including the following areas: 

•  After-market parts;
•  Urban homeowner insurance underwriting practices, including those related to architectural or structural features 
and attempts by federal regulators to expand the Federal Housing Administration's guidelines to determine unfair 
discrimination;

•  Credit scoring and predictive modeling pricing;
•  Cybersecurity breaches;
• 
•  Managed care practices;
•  Timing and discounting of personal injury protection claims payments;

Investment disclosure;

26

   
•  Direct repair shop utilization practices; 
Flood insurance claim practices; and
• 
Shareholder class action suits.
• 

If we were to be named in such class action litigation, we could suffer reputational harm with purchasers of insurance and have 
increased litigation expenses that could have a materially adverse effect on our operations or results.

Risks Related to Our Investment Segment

We are exposed to interest rate risk in our investment portfolio. 
We are exposed to interest rate risk primarily related to the market price, and cash flow variability, associated with changes in 
interest rates.  A rise in interest rates may decrease the fair value of our existing fixed income investments and declines in 
interest rates may result in an increase in the fair value of our existing fixed income investments.  Our fixed income investment 
portfolio, which currently has an effective duration of 3.8 years excluding short-term investments, contains interest rate 
sensitive instruments that may be adversely affected by changes in interest rates resulting from governmental monetary 
policies, domestic and international economic and political conditions, and other factors beyond our control.  A rise in interest 
rates would decrease the net unrealized gain position of the investment portfolio, partially offset by our ability to earn higher 
rates of return on funds reinvested in new investments.  Conversely, a decline in interest rates would increase the net unrealized 
gain position of the investment portfolio, partially offset by lower rates of return on new and reinvested cash in the portfolio.  
Changes in interest rates have an effect on the calculated duration of certain securities in the portfolio.  We seek to mitigate our 
interest rate risk associated with holding fixed income investments by monitoring and maintaining the average duration of our 
portfolio with a view toward achieving an adequate after-tax return without subjecting the portfolio to an unreasonable level of 
interest rate risk.  This may include investing in floating rate securities and other shorter duration securities that exhibit low 
effective duration and interest rate risk, but expose the portfolio to other risks, including the risk of a change in credit spreads, 
liquidity spreads, and other factors that may adversely impact the value of the portfolio.  Although we take measures to manage 
the economic risks of investing in a changing interest rate environment, we may not be able to mitigate the interest rate risk of 
our assets relative to our liabilities, particularly our loss reserves.  In addition, our pension and post-retirement benefit 
obligations include a discount rate assumption, which is an important element of expense and/or liability measurement.  
Changes in the discount rate assumption could materially impact our pension and post-retirement life valuation.

We are exposed to credit risk in our investment portfolio.
The value of our investment portfolio is subject to credit risk from the issuers and/or guarantors of the securities in the 
portfolio, other counterparties in certain transactions and, for certain securities, insurers that guarantee specific issuer’s 
obligations.  Defaults by the issuer or an issuer’s guarantor, insurer, or other counterparties regarding any of our investments, 
could reduce our net investment income and net realized investment gains or result in investment losses.  We are subject to the 
risk that the issuers, or guarantors, of fixed income securities we own may default on principal and interest payments due under 
the terms of the securities.  At December 31, 2016, our fixed income securities portfolio represented approximately 
92% of our total invested assets, of which approximately 97% were investment grade and 3% were below investment grade 
rated, resulting in an average credit rating of AA- of the fixed income securities portfolio.  Over time, our exposure to below 
investment grade securities and other credit sensitive risk assets may fluctuate as we continue to diversify the portfolio and take 
advantage of opportunities to add or reduce risk commensurate with our risk-taking capacity and market conditions.  The 
occurrence of a major economic downturn, acts of corporate malfeasance, widening credit spreads, budgetary deficits, 
municipal bankruptcies spurred by, among other things, pension funding issues, or other events that adversely affect the issuers 
or guarantors of these securities could cause the value of our fixed income securities portfolio and our net income to decline 
and the default rate of our fixed income securities portfolio to increase.

With economic uncertainty, credit quality of issuers or guarantors could be adversely affected and a ratings downgrade of the 
issuers or guarantors of the securities in our portfolio could cause the value of our fixed income securities portfolio and our net 
income to decrease.  As our stockholders' equity is leveraged at 3.5:1 to our investment portfolio, a reduction in the value of our 
investment portfolio could have a material adverse effect on our business, results of operations, financial condition, and debt 
ratings.  Levels of write-downs are impacted by our assessment of the impairment, including a review of the underlying 
collateral of structured securities, and our intent and ability to hold securities that have declined in value until recovery.  If we 
reposition or realign portions of the portfolio so that we determine not to hold certain securities in an unrealized loss position to 
recovery, we will incur an OTTI charge.  For further information regarding credit and interest rate risk, see Item 7A. 
“Quantitative and Qualitative Disclosures About Market Risk.” of this Form 10-K.

Our statutory surplus may be materially affected by rating downgrades on investments held in our portfolio.
We are exposed to significant financial and capital markets risks, primarily relating to interest rates, credit spreads, equity 
prices, and the change in market value of our alternative investment portfolio.  A decline in both income and our investment 

27

  
 
 
portfolio asset values could occur as a result of, among other things, a decrease in market liquidity, fluctuations in interest rates, 
decreased dividend payment rates, negative market perception of credit risk with respect to types of securities in our portfolio, a 
decline in the performance of the underlying collateral of our structured securities, reduced returns on our alternative 
investment portfolio, or general market conditions.  A global decline in asset values will be more amplified in our financial 
condition, as our statutory surplus is leveraged at a 3.4:1 ratio to our investment portfolio.

With economic uncertainty, the credit quality and ratings of securities in our portfolio could be adversely affected.  The NAIC 
could potentially apply a more adverse class code on a security than was originally assigned, which could adversely affect 
statutory surplus because securities with NAIC class codes three through six require securities to be marked-to-market for 
statutory accounting purposes, as compared to securities with NAIC class codes of one or two that are carried at amortized cost.

There can be no assurance that the actions of the U.S. Government, Federal Reserve, and other governmental and 
regulatory bodies will achieve their intended effect.
Over the past several years, the Federal Reserve has taken a number of actions related to interest rates and purchasing of 
financial instruments intended to spur economic recovery.  The Federal Reserve's policy of quantitative easing and low interest 
rates since the financial crisis of 2008 have had an adverse effect on our investment income, as higher yielding securities 
mature and we reinvest the proceeds at lower yields.  In December 2015 and again in December 2016, the Federal Reserve 
increased the Federal Fund Rate by 25 basis points each.  It is unclear whether the Federal Reserve's economic stimulus actions 
will produce the desired results.  The impact of these actions could materially and adversely affect our financial condition and 
the trading price of our common stock.  In the event of future material deterioration in business conditions, we may need to 
raise additional capital or consider other transactions to manage our capital position.

In addition, our investment activities are subject to extensive laws and regulations that are administered and enforced by a 
number of different governmental authorities and non-governmental self-regulatory agencies.  In light of the current economic 
conditions, some of these authorities have implemented, or may in the future implement, new or enhanced regulatory 
requirements, such as those included in the Dodd-Frank Act, intended to restore confidence in financial institutions and reduce 
the likelihood of similar economic events in the future.  These authorities may seek to exercise their supervisory and 
enforcement authority in new or more robust ways.  Such events could affect the way we conduct our business and manage our 
capital, and may require us to satisfy increased capital requirements.  These developments, if they occurred, could have a 
material adverse effect on our results of operations, liquidity, financial condition, financial strength, and debt ratings.

We are subject to the types of risks inherent in investing in private limited partnerships.
Our other investments include investments in private limited partnerships that invest in various strategies, such as private 
equity, private credit, and real assets.  Since these partnerships’ underlying investments consist primarily of assets or liabilities 
for which there are no quoted prices in active markets for the same or similar assets, the valuation of interests in these 
partnerships is subject to a higher level of subjectivity and unobservable inputs than substantially all of our other investments 
and as such, is subject to greater scrutiny and reconsideration from one reporting period to the next.  As these investments are 
recorded under the equity method of accounting, any decreases in the valuation of these investments would negatively impact 
our results of operations.  We currently expect to increase our allocation to these investments, which may result in additional 
variability in our net investment income.

We value our investments using methodologies, estimations, and assumptions that are subject to differing interpretations.  
Changes in these interpretations could result in fluctuations in the valuations of our investments that may adversely affect 
our results of operations or financial condition.
Fixed income, equity, and short-term investments, which are reported at fair value on our Consolidated Balance Sheet, 
represented the majority of our total cash and invested assets as of December 31, 2016.  As required under accounting rules, we 
have categorized these securities into a three-level hierarchy, based on the priority of the inputs to the respective valuation 
technique.  The fair value hierarchy gives the highest priority to quoted prices in active markets for identical assets or liabilities 
(Level 1).  The next priority is to quoted prices in markets that are not active or inputs that are observable either directly or 
indirectly, including quoted prices for similar assets or liabilities or in markets that are not active and other inputs that can be 
derived principally from, or corroborated by, observable market data for substantially the full term of the assets or liabilities 
(Level 2).  The lowest priority in the fair value hierarchy is to unobservable inputs supported by little or no market activity and 
that reflect the reporting entity’s own assumptions about the exit price, including assumptions that market participants would 
use in pricing the asset or liability (Level 3).

28

 
 
 
 
 
An asset or liability’s classification within the fair value hierarchy is based on the lowest level of significant input to its 
valuation.  We generally use an independent pricing service and broker quotes to price our investment securities.  At 
December 31, 2016, approximately 7% and 92% of these securities represented Level 1 and Level 2, respectively.  However, 
prices provided by independent pricing services and brokers can vary widely even for the same security.  Rapidly changing and 
unprecedented credit and equity market conditions could materially impact the valuation of securities as reported within our 
consolidated financial statements (“Financial Statements”) and the period-to-period changes in value could vary significantly.  
Decreases in value may result in an increase in non-cash OTTI charges, which could have a material adverse effect on our 
results of operations, liquidity, financial condition, financial strength, and debt ratings.

The determination of the amount of impairments taken on our investments is highly subjective and could materially impact 
our results of operations or our financial position.
The determination of the amount of impairments taken on our investments is based on our periodic evaluation and assessment 
of our investments and known and inherent risks associated with the various asset classes.  Such evaluations and assessments 
are revised as conditions change and new information becomes available.  Management updates its evaluations regularly and 
reflects changes in impairments as such evaluations are revised.  There can be no assurance that management has accurately 
assessed the level of impairments taken as reflected in our Financial Statements.  Furthermore, additional impairments may 
need to be taken in the future.  It is possible that interest rates, which are at historic lows, will increase which will result in a 
reduction in net unrealized gains and may result in net unrealized losses associated with declines in value strictly related to 
such interest rate movements.  It is possible that this could result in realized losses if we sell such securities or possibly more 
OTTI if we determine we do not have the ability and intent to hold those securities until they recover in value.  In addition, we 
recently hired several new investment managers and expect them to take a more active approach to managing our fixed income 
securities portfolio.  As a result, we expect our OTTI to increase in coming periods based on an increase in securities that we 
may intend to sell despite being in an unrealized loss position.  Historical trends may not be indicative of future impairments.  
For further information regarding our evaluation and considerations for determining whether a security is other-than-
temporarily impaired, please refer to “Critical Accounting Policies and Estimates” in Item 7. “Management’s Discussion and 
Analysis of Financial Condition and Results of Operations.” of this Form 10-K.

Risks Related to Our Corporate Structure and Governance

We are a holding company and our ability to declare dividends to our shareholders, pay indebtedness, and enter into 
affiliate transactions may be limited because our Insurance Subsidiaries are regulated.
Restrictions on the ability of the Insurance Subsidiaries to pay dividends, make loans or advances to us, or enter into 
transactions with affiliates may materially affect our ability to pay dividends on our common stock or repay our indebtedness.

As of December 31, 2016, the Parent had retained earnings of $1.5 billion.  Of this amount, $1.4 billion was related to 
investments in our Insurance Subsidiaries.  The Insurance Subsidiaries have the ability to provide for $193 million in annual 
ordinary dividends to us in 2017 under applicable state regulation; however, as they are regulated entities, their ability to pay 
dividends or make loans or advances to us is subject to the approval or review of the insurance regulators in the states where 
they are domiciled.  The standards for review of such transactions are whether:  (i) the terms and charges are fair and 
reasonable; and (ii) after the transaction, the Insurance Subsidiary's surplus for policyholders is reasonable in relation to its 
outstanding liabilities and financial needs.  Although dividends and loans to us from our Insurance Subsidiaries historically 
have been approved, we can make no assurance that future dividends and loans will be approved.  For additional details 
regarding dividend restrictions, see Note 19. “Statutory Financial Information, Capital Requirements, and Restrictions on 
Dividends and Transfers of Funds” in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K. 

Because we are an insurance holding company and a New Jersey corporation, we may be less attractive to potential 
acquirers and the value of our common stock could be adversely affected.
Because we are an insurance holding company that owns insurance subsidiaries, anyone who seeks to acquire 10% or more of 
our stock must seek prior approval from the insurance regulators in the states in which the subsidiaries are organized and file 
extensive information regarding their business operations and finances.

Provisions in our Amended and Restated Certificate of Incorporation may discourage, delay, or prevent us from being acquired, 
including:

• 

• 

Supermajority shareholder voting requirements to approve certain business combinations with interested 
shareholders (as defined in the Amended and Restated Certificate of Incorporation) unless certain other conditions 
are satisfied; and
Supermajority shareholder voting requirements to amend the foregoing provisions in our Amended and Restated 
Certificate of Incorporation.

29

 
 
 
 
 
In addition to the requirements in our Amended and Restated Certificate of Incorporation, the New Jersey Shareholders’ 
Protection Act also prohibits us from engaging in certain business combinations with interested stockholders (as defined in the 
statute), in certain instances for a five-year period, and in other instances indefinitely, unless certain conditions are satisfied. 
These conditions may relate to, among other things, the interested stockholder’s acquisition of stock, the approval of the 
business combination by disinterested members of our Board of Directors and disinterested stockholders, and the price and 
payment of the consideration proposed in the business combination.  Such conditions are in addition to those requirements set 
forth in our Amended and Restated Certificate of Incorporation.

These provisions of our Amended and Restated Certificate of Incorporation and New Jersey law could have the effect of 
depriving our stockholders of an opportunity to receive a premium over our common stock’s prevailing market price in the 
event of a hostile takeover and may adversely affect the value of our common stock. 

Risks Related to Our General Operations

The failure of our risk management strategies could have a material adverse effect on our financial condition or results of 
operations.  
As an insurance provider, it is our business to take on risk from our customers.  Our long-term strategy includes the use of 
above average operational leverage, which can be measured as the ratio of NPW to our equity or policyholders surplus.  We 
balance operational leverage risk with a number of risk management strategies within our insurance operations to achieve a 
balance of growth and profit and to reduce our exposure.  These strategies include, but are not limited to, the following:

•  Being disciplined in our underwriting practices;
•  Being prudent in our claims management practices, establishing adequate loss and loss expense reserves, and 

placing appropriate reliance on our claims analytics;

•  Continuing to develop and implement various underwriting tools and automated analytics to examine historical 
statistical data regarding our customers and their loss experience to:  (i) classify such policies based on that 
information; (ii) apply that information to current and prospective accounts; and (iii) better predict account 
profitability;

•  Continuing to develop our customer experience platform as we grow in our understanding of customer 

segmentation;
Purchasing reinsurance and using catastrophe modeling; and 

• 
•  Being prudent in our financial planning process, which supports our underwriting strategies.

We also maintain a conservative approach to our investment portfolio management and employ risk management strategies that 
include, but are not limited to:

•  Being prudent in establishing our investment policy and appropriately diversifying our investments, which supports 

our liabilities and underwriting strategies;

•  Using complex financial and investment models to analyze historical investment performance and predict future 

investment performance under a variety of scenarios using asset concentration, asset volatility, asset correlation, and 
systematic risk; and

•  Closely monitoring investment performance, general economic and financial conditions, and other relevant factors.

All of these strategies have inherent limitations.  We cannot be certain that an event or series of unanticipated events will not 
occur and result in losses greater than we expect and have a material adverse effect on our results of operations, liquidity, 
financial condition, financial strength, and debt ratings.

Operational risks, including human or systems failures, are inherent in our business.
Operational risks and losses can result from, among other things, fraud, errors, failure to document transactions properly or to 
obtain proper internal authorization, failure to comply with regulatory requirements, information technology failures, or 
external events.

We believe that our predictive models for underwriting, claims, and catastrophe losses, as well as our business analytics and our 
information technology and application systems are critical to our business.  We expect our information technology and 
application systems to remain an important part of our underwriting process and our ability to compete successfully.  A major 
defect or failure in our internal controls or information technology and application systems could:  (i) result in management 
distraction; (ii) harm our reputation; or (iii) increase our expenses.  We believe appropriate controls and mitigation procedures 
are in place to prevent significant risk of a defect in our internal controls around our information technology and application 
systems, but internal controls provide only a reasonable, not absolute, assurance as to the absence of errors or irregularities and 
any ineffectiveness of such controls and procedures could have a significant and negative effect on our business.

30

 
 
Rapid development of new technologies may result in an unexpected impact on our business and insurance industry overall.
Development of new technologies continues to impact all aspects of business and individuals’ lives at rapid speed.  Often such 
developments are positive and gradually improve standards of living and speed of communications, and allow for the 
development of more efficient processes.  The rapid development of new technologies, however, also presents challenges and 
risks.  Examples of such emerging risks include, but are not limited to:

•  Change in exposures and claims frequency and/or severity due to unanticipated consequences of new technologies 
and their use.  For example, technologies have been developed and are being tested for autonomous self-driving 
automobiles.  It is unclear and we cannot predict the corresponding severity or cost of automobile claims.  It is 
possible that these technological developments will affect the profitability and demand for automobile insurance.
•  Changes in how insurance products are marketed and purchased due to the availability of new technologies and 
changes in customer expectations.  For example, comparative rating technologies, which are widely used in 
personal lines insurance, facilitate the process of efficiently generating quotes from multiple insurance companies.  
This technology makes differentiation other than on pricing more difficult and has increased price comparison and 
resulted in a higher level of quote activity with a lower percentage of quotes becoming new business written.  These 
trends may continue to accelerate and may affect other lines of business, which could put pressure on our future 
profitability.

•  New technologies may require the development of new insurance products without the support of sufficient 

historical claims data for us to continue to compete effectively for our distribution partners' business and customers.    

We depend on key personnel.
To a large extent, our business' success depends on our ability to attract and retain key employees.  Competition to attract and 
retain key personnel is intense.  While we have employment agreements with certain key managers, all of our employees are at-
will employees and we cannot ensure that we will be able to attract and retain key personnel.  As of December 31, 2016, our 
workforce had an average age of approximately 47 and approximately 17% of our workforce was retirement eligible.

We are subject to a variety of modeling risks, which could have a material adverse impact on our business results.
We rely on complex financial models, such as predictive underwriting models, a claims fraud model, third party catastrophe 
models, an enterprise risk management capital model, and modeling tools used by our investment managers, which have been 
developed internally or by third parties to analyze historical loss costs and pricing, trends in claims severity and frequency, the 
occurrence of catastrophe losses, investment performance, and portfolio risk.  Flaws in these financial models, or faulty 
assumptions used by these financial models, could lead to increased losses.  We believe that statistical models alone do not 
provide a reliable method for monitoring and controlling risk.  Therefore, such models are tools and do not substitute for the 
experience or judgment of senior management.

Item 1B. Unresolved Staff Comments.

None.

Item 2. Properties.

Our main office is located in Branchville, New Jersey on a site owned by a subsidiary with approximately 114 acres and 
315,000 square feet of operational space.  We lease all of our other facilities.  The principal office locations related to our 
insurance segments are described in the “Geographic Markets” section of Item 1. “Business.” of this Form 10-K.  We believe 
our facilities provide adequate space for our present needs and that additional space, if needed, would be available on 
reasonable terms.

Item 3. Legal Proceedings.

In the ordinary course of conducting business, we are named as defendants in various legal proceedings.  Most of these 
proceedings are claims litigation involving our Insurance Subsidiaries as either:  (i) liability insurers defending or providing 
indemnity for third-party claims brought against our customers; or (ii) insurers defending first-party coverage claims brought 
against them.  We account for such activity through the establishment of unpaid losses and loss expense reserves.  We expect 
that any potential ultimate liability in such ordinary course claims litigation will not be material to our consolidated financial 
condition, results of operations, or cash flows after consideration of provisions made for potential losses and costs of defense.

From time to time, our Insurance Subsidiaries also are named as defendants in other legal actions, some of which assert claims 
for substantial amounts.  These actions include, among others, putative class actions seeking certification of a state or national 
class.  Such putative class actions have alleged, for example, improper reimbursement of medical providers paid under workers 
compensation and personal and commercial automobile insurance policies.  Similarly, our Insurance Subsidiaries are also 

31

 
 
 
 
 
named from time-to-time in individual actions seeking extra-contractual damages, punitive damages, or penalties, some of 
which allege bad faith in the handling of insurance claims.  We believe that we have valid defenses to these cases.  We expect 
that any potential ultimate liability in any such lawsuit will not be material to our consolidated financial condition, after 
consideration of provisions made for estimated losses.  Nonetheless, given the inherent unpredictability of litigation and the 
large or indeterminate amounts sought in certain of these actions, an adverse outcome in certain matters could possibly have a 
material adverse effect on our consolidated results of operations or cash flows in particular quarterly or annual periods.  

As of December 31, 2016, we do not believe the Company or any of the Insurance Subsidiaries was a defendant in any legal 
action that could have a material adverse effect on our consolidated financial condition, results of operations, or cash flows.

PART II

Item 5. Market For Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity 
Securities.

(a) Market Information
Our common stock is traded on the NASDAQ Global Select Market under the symbol “SIGI.”  The following table sets forth 
the high and low sales prices, as reported on the NASDAQ Global Select Market, for our common stock for each full quarterly 
period within the two most recent fiscal years:

First quarter

Second quarter

Third quarter

Fourth quarter

2016

2015

High

Low

High

Low

$

36.92

38.67

41.30

44.00

29.27

33.60

35.90

34.95

30.10

29.60

32.50

37.91

25.49

26.28

28.10

30.36

On February 14, 2017, the closing price of our common stock as reported on the NASDAQ Global Select Market was $43.20.

(b) Holders
We had 3,374 stockholders of record as of February 14, 2017 according to the records maintained by our transfer agent.

(c) Dividends
Dividends on shares of our common stock are declared and paid at the discretion of the Board based on our results of 
operations, financial condition, capital requirements, contractual restrictions, and other relevant factors.  On October 26, 2016, 
the Board of Directors approved a 7% increase in our dividend to $0.16 per share.  In addition, on February 2, 2017, the Board 
of Directors declared a $0.16 per share quarterly cash dividend on common stock that is payable March 1, 2017, to 
stockholders of record as of February 15, 2017.  The following table provides information on the dividends declared for each 
quarterly period within our two most recent fiscal years:

Dividend Per Share

First quarter

Second quarter

Third quarter

Fourth quarter

2016

2015

$

0.15

0.15

0.15

0.16

0.14

0.14

0.14

0.15

Our ability to receive dividends, loans, or advances from our Insurance Subsidiaries is subject to the approval and/or review of 
the insurance regulators in the respective domiciliary states of our Insurance Subsidiaries.  Such approval and/or review is 
made under the respective domiciliary states’ insurance holding company acts, which generally require that any transaction 
between related companies be fair and equitable to the insurance company and its policyholders.  Although our dividends have 
historically been met with regulatory approval, there is no assurance that future dividends will be approved given current 
market conditions.  We currently expect to continue to pay quarterly cash dividends on shares of our common stock in the 
future.  For additional information, see Note 19. "Statutory Financial Information, Capital Requirements, and Restrictions on 
Dividends and Transfers of Funds" in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K. 

32

 
 
 
 
 
 
 
(d) Securities Authorized for Issuance under Equity Compensation Plans
The following table provides information about our common stock authorized for issuance under equity compensation plans as 
of December 31, 2016:

Plan Category

(a)

(b)

Number of securities to be
issued upon exercise of
outstanding options,
warrants and rights

Weighted-average
exercise price of
outstanding options,
warrants and rights

(c)
Number of securities remaining
available for
future issuance under
equity compensation
plans (excluding
securities reflected in column (a))

Equity compensation plans approved by security holders

355,391 1 $

16.87

5,277,703 2

1 Weighted average remaining contractual life of options is 2.14.
2 Includes 574,722 shares available for issuance under our Employee Stock Purchase Plan (2009); 1,867,287 shares available for issuance under the Stock 
Purchase Plan for Independent Insurance Agencies; and 2,835,694 shares for issuance under the Selective Insurance Group, Inc. 2014 Omnibus Stock Plan 
("Stock Plan").  Future grants under the Stock Plan can be made, among other things, as stock options, restricted stock units, or restricted stock.

(e) Performance Graph
The following chart, produced by Research Data Group, Inc., depicts our performance for the period beginning December 31, 
2011 and ending December 31, 2016, as measured by total stockholder return on our common stock compared with the total 
return of the NASDAQ Composite Index and a select group of peer companies comprised of NASDAQ-listed companies in 
SIC Code 6330-6339, Fire, Marine, and Casualty Insurance.

This performance graph is not incorporated into any other filing we have made with the U.S. Securities and Exchange 
Commission ("SEC") and will not be incorporated into any future filing we may make with the SEC unless we so specifically 
incorporate it by reference.  This performance graph shall not be deemed to be “soliciting material” or to be “filed” with the 
SEC unless we specifically request so or specifically incorporate it by reference in any filing we make with the SEC.

33

 
(f) Purchases of Equity Securities by the Issuer and Affiliated Purchasers
The following table provides information regarding our purchases of our common stock in the fourth quarter of 2016:

Period

October 1 – 31, 2016

November 1 – 30, 2016

December 1 – 31, 2016

Total

$

$

Total Number of 
Shares Purchased1

Average Price
Paid Per Share

— $

203

—

203

$

—

35.75

—

35.75

Total Number of
Shares Purchased
as Part of Publicly
Announced Programs

Maximum Number of
Shares that May Yet
Be Purchased Under the
Announced Programs

—

—

—

—

—

—

—

—

1During the fourth quarter of 2016, 203 shares were purchased from employees in connection with the vesting of restricted stock units.  These repurchases were 
made to satisfy tax withholding obligations with respect to those employees.  These shares were not purchased as part of any publicly announced program.  The 
shares were purchased at fair market value as defined in the Stock Plan and the Selective Insurance Group, Inc. 2005 Omnibus Stock Plan as Amended and 
Restated Effective as of May 1, 2010. 

34

 
 
Item 6. Selected Financial Data.

Five-Year Financial Highlights

(All presentations are in accordance with GAAP unless noted otherwise, number of weighted average shares and dollars in thousands, except per share amounts)

Net premiums written

Net premiums earned

Net investment income earned

Net realized (losses) gains

Total revenues

Catastrophe losses

Underwriting income (loss)

Net income

Comprehensive income
Total assets2
Short-term debt2
Long-term debt2

Stockholders’ equity

2016

$

2,237,288

2,149,572

130,754

(4,937)

2,284,270

59,735

151,933

158,495

151,970

7,355,848

—

438,667

1,531,370

2015

2014

2013

2012

2,069,904

1,989,909

121,316

13,171

1,885,280

1,852,609

138,708

26,599

1,810,159

1,736,072

134,643

20,732

1,666,883

1,584,119

131,877

8,988

2,131,852

2,034,861

1,903,741

1,734,102

59,055

149,029

165,861

136,648

59,971

78,143

141,827

136,764

47,415

38,766

106,418

77,229

98,608

(64,007)

37,963

49,709

6,904,433

6,574,942

6,262,585

6,789,373

60,000

328,192

1,398,041

—

372,689

1,275,586

13,000

371,829

100,000

202,544

1,153,928

1,090,592

Statutory premiums to surplus ratio

GAAP combined ratio

Impact of catastrophe losses on statutory 
combined ratio3

Statutory combined ratio

1.4

92.9 %

2.8

pts

91.8 %

Invested assets per dollar of stockholders' equity

$

3.50

Yield on investments, before tax
Debt to capitalization ratio2

Return on average equity

Per share data:
Net income from continuing operations1:

Basic

Diluted

Net income:

Basic

Diluted

Dividends to stockholders

2.5 %

22.3

10.8

2.74

2.70

2.74

2.70

0.61

$

$

$

1.5

92.5

3.0

92.4

3.64

2.5

21.7

12.4

2.90

2.85

2.90

2.85

0.57

1.4

95.8

3.2

95.7

3.77

3.0

22.6

11.7

2.52

2.47

2.52

2.47

0.53

1.4

97.8

2.7

97.5

3.97

3.0

25.0

9.5

1.93

1.89

1.91

1.87

0.52

1.6

104.0

6.2

103.5

3.97

3.1

21.7

3.5

0.69

0.68

0.69

0.68

0.52

Stockholders’ equity

26.42

24.37

22.54

20.63

19.77

Price range of common stock:

High

Low

Close

Number of weighted average shares:

Basic

Diluted

44.00

29.27

43.05

57,889

58,747

37.91

25.49

33.58

57,212

58,156

27.65

21.38

27.17

56,310

57,351

28.31

19.53

27.06

55,638

56,810

20.31

16.22

19.27

54,880

55,933

1In 2009, we sold our Selective HR Solutions operations. 
2  Data for 2012 through 2014 has been restated to reflect the implementation of ASU 2015-03, Interest-Imputation of Interest (Topic 835-30): Simplifying the  
Presentation of Debt Issue Costs, which was adopted in the fourth quarter of 2015.
3 The impact of catastrophe losses on the 2012 statutory combined ratio including flood claims handling fees related to Superstorm Sandy was 5.8 points.

35

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations.

Forward-looking Statements
Certain statements in this report, including information incorporated by reference, are “forward-looking statements” as that 
term is defined in the Private Securities Litigation Reform Act of 1995 (“PSLRA”).  The PSLRA provides a safe harbor under 
the Securities Act of 1933, as amended, and the Exchange Act for forward-looking statements.  These statements relate to our 
intentions, beliefs, projections, estimations or forecasts of future events or future financial performance and involve known and 
unknown risks, uncertainties and other factors that may cause us or the industry’s actual results, levels of activity, or 
performance to be materially different from those expressed or implied by the forward-looking statements.  In some cases, 
forward-looking statements may be identified by use of the words such as “may,” “will,” “could,” “would,” “should,” “expect,” 
“plan,” “anticipate,” “target,” “project,” “intend,” “believe,” “estimate,” “predict,” “potential,” “pro forma,” “seek,” “likely,” or 
“continue” or other comparable terminology.  These statements are only predictions, and we can give no assurance that such 
expectations will prove to be correct.  We undertake no obligation, other than as may be required under the federal securities 
laws, to publicly update or revise any forward-looking statements, whether as a result of new information, future events, or 
otherwise.

Factors that could cause our actual results to differ materially from those we have projected, forecasted or estimated in forward-
looking statements are discussed in further detail in Item 1A. “Risk Factors.” of this Form 10-K.  These risk factors may not be 
exhaustive.  We operate in a continually changing business environment, and new risk factors emerge from time-to-time.  We 
can neither predict such new risk factors nor can we assess the impact, if any, of such new risk factors on our businesses or the 
extent to which any factor or combination of factors may cause actual results to differ materially from those expressed or 
implied in any forward-looking statements in this report.  In light of these risks, uncertainties and assumptions, the forward-
looking events discussed in this report might not occur.

Introduction
We classify our business into four reportable segments, which are as follows:

• 

• 

Standard Commercial Lines - comprised of insurance products and services provided in the standard marketplace to 
our commercial enterprises, which are typically businesses, non-profit organizations, and local government agencies.

Standard Personal Lines - comprised of insurance products and services, including flood insurance coverage, provided 
primarily to individuals acquiring coverage in the standard marketplace.

•  Excess and surplus ("E&S") Lines - comprised of insurance products and services provided to customers who have not 

obtained coverage in the standard marketplace.

• 

Investments - invests the premiums collected by our insurance operations, as well as amounts generated through our 
capital management strategies, which may include the issuance of debt and equity securities.

Our Standard Commercial and Standard Personal Lines products and services are written through our nine insurance 
subsidiaries, some of which write flood business through the Write Your Own ("WYO") program of the National Flood 
Insurance Program ("NFIP").  Our E&S Lines products and services are written through one subsidiary, Mesa Underwriters 
Specialty Insurance Company ("MUSIC").  This subsidiary provides us with a nationally-authorized non-admitted platform to 
offer insurance products and services to customers who have not obtained coverage in the standard marketplace.

Our ten insurance subsidiaries are collectively referred to as the "Insurance Subsidiaries."

The following is Management’s Discussion and Analysis (“MD&A”) of the consolidated results of operations and financial 
condition, as well as known trends and uncertainties, that may have a material impact in future periods.

In the MD&A, we will discuss and analyze the following:

Financial Highlights of Results for Years Ended December 31, 2016, 2015, and 2014;

•  Critical Accounting Policies and Estimates;
• 
•  Results of Operations and Related Information by Segment;
• 
• 
•  Off-Balance Sheet Arrangements;
•  Contractual Obligations, Contingent Liabilities, and Commitments; and
•  Ratings.

Federal Income Taxes;
Financial Condition, Liquidity, and Capital Resources;

36

 
Critical Accounting Policies and Estimates
We have identified the policies and estimates described below as critical to our business operations and the understanding of 
the results of our operations.  Our preparation of the Financial Statements requires us to make estimates and assumptions that 
affect the reported amount of assets and liabilities, disclosure of contingent assets and liabilities at the date of our Financial 
Statements, and the reported amounts of revenue and expenses during the reporting period.  There can be no assurance that 
actual results will not differ from those estimates.  Those estimates that were most critical to the preparation of the Financial 
Statements involved the following:  (i) reserves for losses and loss expenses; (ii) pension and post-retirement benefit plan 
actuarial assumptions; (iii) investment valuation and other-than-temporary-impairments (“OTTI”); and (iv) reinsurance.

Reserves for Losses and Loss Expenses 
Significant periods of time can elapse between the occurrence of an insured loss, the reporting of the loss to the insurer, and the 
insurer’s payment of that loss.  To recognize liabilities for unpaid losses and loss expenses, insurers establish reserves as 
balance sheet liabilities representing an estimate of amounts needed to pay reported and unreported net losses and loss 
expenses.  We had accrued $3.7 billion of gross loss and loss expense reserves and $3.1 billion of net loss and loss expense 
reserves at December 31, 2016.  At December 31, 2015, these gross and net reserves were $3.5 billion and $3.0 billion, 
respectively. 

The following tables provide case and incurred but not reported (“IBNR”) reserves for losses and loss expenses, and 
reinsurance recoverable on unpaid losses and loss expenses as of December 31, 2016 and 2015: 

As of December 31, 2016

Losses and Loss Expense Reserves

Case 
Reserves

IBNR 
Reserves

Total

Reinsurance
Recoverable on
Unpaid Losses and
Loss Expenses

Net Reserves

$

($ in thousands)

General liability

Workers compensation

Commercial auto

Businessowners' policies

Commercial property

Other

Total Standard Commercial Lines

Personal automobile

Homeowners

Other

Total Standard Personal Lines

Commercial liability1

Commercial property2

Total E&S Lines

235,329

463,523

170,380

40,018

50,757

5,243

965,250

78,512

24,779

64,314

167,605

50,337

8,253

58,590

1,053,400

745,590

259,861

56,894

7,910

9,647

1,288,729

1,209,113

430,241

96,912

58,667

14,890

2,133,302

3,098,552

72,435

19,845

26,198

118,478

241,473

7,021

248,494

150,947

44,624

90,512

286,083

291,810

15,274

307,084

Total
3,691,719
1Includes general liability (97% of net reserves) and commercial auto liability coverages (3% of net reserves).
2Includes commercial property (93% of net reserves) and commercial auto property coverages (7% of net reserves).

2,500,274

1,191,445

$

37

179,997

223,327

17,373

7,012

13,615

2,613

443,937

55,223

3,206

82,625

141,054

25,741

468

26,209

1,108,732

985,786

412,868

89,900

45,052

12,277

2,654,615

95,724

41,418

7,887

145,029

266,069

14,806

280,875

611,200

3,080,519

 
 
 
 
 
 
 
 
December 31, 2015

$

($ in thousands)

General liability

Workers compensation

Commercial auto

Businessowners' policies

Commercial property

Other

Total Standard Commercial Lines

Personal automobile

Homeowners

Other

Total Standard Personal Lines

Commercial liability1
Commercial property2

E&S Lines

Losses and Loss Expense Reserves

Case 
Reserves

IBNR 
Reserves

Total

Reinsurance
Recoverable on
Unpaid Losses and
Loss Expenses

Net Reserves

247,162

479,789

166,606

40,496

41,455

4,126

979,634

87,589

29,072

27,149

143,810

52,376

6,289

58,665

970,541

750,238

227,159

54,937

6,560

9,680

1,217,703

1,230,027

393,765

95,433

48,015

13,806

148,113

225,948

18,983

5,459

8,390

2,275

1,069,590

1,004,079

374,782

89,974

39,625

11,531

2,019,115

2,998,749

409,168

2,589,581

79,136

20,364

21,744

121,244

190,101

5,159

195,260

166,725

49,436

48,893

265,054

242,477

11,448

253,925

64,258

2,129

40,338

106,725

34,355

771

35,126

102,467

47,307

8,555

158,329

208,122

10,677

218,799

551,019

2,966,709

Total
3,517,728
1Includes general liability (97% of net reserves) and commercial auto liability coverages (3% of net reserves).
2Includes commercial property (93% of net reserves) and commercial auto property coverages (7% of net reserves).

2,335,619

1,182,109

$

How reserves are established
When a claim is reported to us, claims personnel establish a “case reserve” for the estimated amount of the reported loss.  The 
amount of the reserve is primarily based on a case-by-case evaluation of the type of claim involved, the circumstances 
surrounding each claim, and the policy provisions relating to the type of losses, less any amounts previously paid to the 
claimant.  The estimate reflects the informed judgment of such personnel based on their knowledge, experience, and general 
insurance reserving practices.  Until the claim is resolved, these estimates are revised as deemed appropriate by the responsible 
claims personnel based on subsequent developments and periodic reviews of the case.

Using generally accepted actuarial reserving techniques, we project our estimate of ultimate losses and loss expenses at each 
reporting date.  Our IBNR reserve is the difference between the projected ultimate losses and loss expenses incurred and the 
sum of:  (i) case losses and loss expense reserves; and (ii) paid losses and loss expenses.  The actuarial techniques used in 
determining ultimate losses are part of a comprehensive reserving process that includes two primary components.  The first 
component is a detailed quarterly reserve analysis performed by our internal actuarial staff.  In completing this analysis, the 
actuaries must gather substantially similar data in sufficient volume to ensure statistical credibility of the data, while 
maintaining appropriate differentiation.  This process defines the reserving segments, to which various actuarial projection 
methods are applied.  When applying these methods, the actuaries are required to make numerous assumptions including, for 
example, the selection of loss and loss expense development factors and the weight to be applied to each individual projection 
method.  These methods include paid and incurred versions for the following:  loss and loss expense development, Bornhuetter-
Ferguson, Berquist-Sherman, and frequency/severity modeling (chain-ladder approach).  The second component of the analysis 
is the projection of the expected ultimate loss and loss expense ratio for each line of business for the current accident year.  This 
projection is part of our planning process wherein we review and update expected loss and loss expense ratios each quarter.  
This review includes actual versus expected pricing changes, loss and loss expense trend assumptions, and updated prior period 
loss and loss expense ratios from the most recent quarterly reserve analysis.

In addition to the quarterly reserve analysis, a range of possible IBNR reserves is estimated annually and continually 
considered, among other factors, in establishing IBNR for each reporting period.  Loss and loss expense trends are also 
considered, which include, but are not limited to, large loss activity, asbestos and environmental claim activity, large case 
reserve additions or reductions for prior accident years, and reinsurance recoverable issues.  We also consider factors such as: 
(i) per claim information; (ii) company and industry historical loss experience; (iii) legislative enactments, judicial decisions, 

38

 
 
 
 
 
 
 
 
legal developments in the imposition of damages, and changes in political attitudes; and (iv) trends in general economic 
conditions, including the effects of inflation.  Based on the consideration of the range of possible IBNR reserves, recent loss 
and loss expense trends, uncertainty associated with actuarial assumptions, and other factors, IBNR is established and the 
ultimate net liability for losses and loss expenses is determined.  Such an assessment requires considerable judgment given that 
it is frequently not possible to determine whether a change in the data is an anomaly until sometime after the event.  Even if a 
change is determined to be permanent, it is not always possible to reliably determine the extent of the change until sometime 
later.  There is no precise method for subsequently evaluating the impact of any specific factor on the adequacy of reserves 
because the eventual deficiency or redundancy is affected by many factors.  The changes in these estimates, resulting from the 
continuous review process and the differences between estimates and ultimate payments, are reflected in the Consolidated 
Statements of Income for the period in which such estimates are changed.  Any changes in the liability estimate may be 
material to the results of operations in future periods.  In addition to our internal review, statutory regulation requires us to have 
a Statement of Actuarial Opinion issued annually on our statutory reserve adequacy.  We engage an independent actuary to 
issue this opinion based on their independent review.

Range of reasonable reserves
We have estimated a range of reasonably possible reserves for net loss and loss expense claims to be $2,780 million to $3,237 
million at December 31, 2016, which compares to $2,694 million to $3,136 million at December 31, 2015.  These ranges reflect 
low and high reasonable reserve estimates, which were selected primarily by considering the range of indications calculated 
using generally accepted actuarial techniques.  Such techniques assume that past experience, adjusted for the effects of current 
developments and anticipated trends, are an appropriate basis for predicting future events.  Although these ranges reflect likely 
scenarios, it is possible that the final outcomes may fall above or below these amounts.  The ranges do not include a provision 
for potential increases or decreases associated with asbestos, environmental, and other continuous exposure claims, as 
traditional actuarial techniques cannot be effectively applied to these exposures. 

In 2016, we experienced overall net favorable loss development of $65.8 million, compared to $69.0 million in 2015, and $59.3 
million in 2014.  The following table summarizes prior year development by line of business:

(Favorable)/Unfavorable Prior Year Loss and Loss Expense Development

($ in millions)

General liability

Workers compensation

Commercial automobile

Businessowners' policies

Commercial property

Personal automobile

Homeowners

E&S

Other

Total

2016

2015

2014

$

$

(45.0)

(56.0)

25.3

1.8

0.3

1.0

1.7

7.1

(2.0)

(65.8)

(51.0)

(37.0)

2.4

2.2

(3.0)

0.4

1.5

15.5

—

(43.9)

—

(4.1)

1.9

(2.1)

(10.8)

(4.0)

3.7

—

(69.0)

(59.3)

Major developments related to loss and loss expense reserve estimates and uncertainty
The Insurance Subsidiaries are multi-state, multi-line property and casualty insurance companies and, as such, are subject to 
reserve uncertainty stemming from a variety of sources.  These uncertainties are considered at each step in the process of 
establishing loss and loss expense reserves.  As market conditions change, certain developments may occur that increase or 
decrease the amount of uncertainty.  These developments include impacts within our own paid and reported loss and loss 
expense experience, as well as other internal and external factors that have not yet manifested within our data, but may do so in 
the future.  All of these developments are considered when establishing loss and loss expense reserves, and in estimating the 
range of reasonable reserves.

For the past eleven years, the Insurance Subsidiaries have experienced net favorable prior accident year loss and loss expense 
development, although there can be no assurance that this will continue, or that we may experience adverse prior accident year 
loss and loss expense development in future periods.  Over the past three years, contributions to the favorable emergence have 
come from different lines of business at different points in time.  The greater contributions have generally come from the longer 
tailed casualty lines, primarily due to their associated volume of reserves and the inherent uncertainty of the longer claims 
settlement process, although this has been offset in part by adverse prior accident year loss and loss expense development 
within certain lines such as commercial and personal auto liability and E&S.

39

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
A more detailed discussion of recent developments, by line of business, follows.

Standard Market General Liability Line of Business
At December 31, 2016, our general liability line of business had recorded reserves, net of reinsurance, of $1.1 billion, which 
represented 36% of our total net reserves.  In 2016, this line experienced favorable development of $45.0 million, attributable 
mainly to lower than anticipated claims severities in accident years 2008 through 2013 and 2015. 

During 2015, this line experienced favorable development of $51.0 million, attributable mainly to accident years 2013 and 
prior.  This was primarily driven by severities that continued to develop lower than expected, within both the premises and 
operations and products liability coverages.  In addition, the reduction in frequencies that we had seen in the immediately prior 
accident years continued into accident year 2015.

Standard Market Workers Compensation Line of Business
At December 31, 2016, our workers compensation line of business recorded reserves, net of reinsurance, of $1.0 billion, which 
represented 32% of our total net reserves.  During 2016, this line experienced favorable development of $56.0 million driven 
by accident years 2014 and prior.  During 2015, this line experienced favorable development of $37.0 million driven by 
virtually all prior accident years.  The results over the past two years represent a change compared to 2014, during which this 
line experienced no development on prior accident years.  During 2016, this line showed continued reductions in paid and 
reported loss amounts, due, in part, to:  (i) lower medical inflation than originally anticipated; (ii) our proactive underwriting 
actions in recent years; and (iii) various significant claims initiatives that we implemented, including the centralization of our 
workers compensation claims handling in Charlotte, North Carolina, more favorable Preferred Provider Organizations ("PPO") 
contracts, greater PPO penetration, and more proactive case management in the areas of medical, pharmaceutical, and physical 
therapy treatments.  Jurisdictionally trained and aligned medical only and lost-time adjusters manage non-complex workers 
compensation claims within our footprint.  Claims with high exposure and/or significant escalation risk are referred to the 
workers compensation strategic case management unit.

While we believe these changes are significant drivers of our improved loss experience, there is always risk associated with 
change.  Most notably, these changes in operations may inherently change paid and reported development patterns.  While our 
reserve analyses incorporate methods that adjust for these changes, there nevertheless remains a greater risk in the estimated 
reserves.

In addition to the uncertainties associated with actuarial assumptions and methodologies described above, the workers 
compensation line of business can be impacted by a variety of issues, such as the following: 

Unexpected changes in medical cost inflation - The industry is currently experiencing a period of lower claim cost 
inflation.  Changes in our historical workers compensation medical costs, along with uncertainty regarding future 
medical inflation, creates the potential for additional variability in our reserves;

Changes in statutory workers compensation benefits - Benefit changes may be enacted that affect all outstanding 
claims, regardless of having occurred in the past.  Depending upon the social and political climate, these changes may 
either increase or decrease associated claim costs;

Changes in utilization of the workers compensation system - These changes may be driven by economic, legislative, or 
other changes.  For example, higher levels of unemployment could ultimately impact both the severity and frequency 
of workers compensation claims.  In particular, during more difficult economic times, workers may be more likely to 
use the system, and less likely to return to work.  Another example is the potential changes to federal healthcare laws, 
which, depending on the nature of the changes, may have either positive or negative impacts on workers compensation 
costs.

Changes in the economy could impact reserves in other ways.  For example, in 2016, audit and endorsement activity resulted in 
additional premium of $22.6 million, and in 2015, audit and endorsement activity resulted in additional premium of $22.5 
million.  As premiums earned are used as a basis for setting initial reserves on the current accident year, our reserves could be 
impacted.  While audit and endorsement premiums are modeled within our annual budgeting process, they remain uncertain, 
and therefore provide additional variability to the resulting loss and loss expense ratio estimates.  

40

 
                                                                                                                                                                                                                                  
 
  
Standard Market Commercial Automobile Line of Business
At December 31, 2016, our commercial automobile line of business had recorded reserves, net of reinsurance, of $413 million, 
which represented 13% of our total net reserves.  In 2016, this line experienced unfavorable development of $25.3 million, 
which was mainly driven by higher severity in accident year 2014 and higher frequency and severity in 2015. 

In 2015, this line experienced unfavorable development of $2.2 million, which was driven by bodily injury liability for accident 
years 2013 and 2014.  This was partially offset by favorable development in accident years 2010 and 2011.

For the industry, the commercial automobile line has experienced unfavorable trends in recent years, in both its casualty and 
property coverages.  While no direct causal relationships can be drawn, increased frequencies may be due to increased miles 
driven, which may be the result of the economic recovery and lower gasoline prices, as well as distracted driving.  Rising 
severities may be the result of the increasing complexity of vehicles and the technology they incorporate, which results in 
increased repair costs.

We are currently taking actions to improve the profitability of this line of business, including:

•  Reducing premium leakage by improving the quality of our rating information.  This includes validating application 

information using third party data and using more detailed driver information.

•  Co-underwriting selected higher hazard classes by the field and home office, providing better recognition of risk 

drivers and improved pricing.  This includes increasing rate targets on these exposures.

•  Continuing to leverage our predictive modeling and analytical capabilities to provide more granular and actionable 

rate per exposure unit guidance on new business opportunities, while also developing and executing targeted rate 
change and underwriting actions on our renewal portfolio.

Standard Market Personal Automobile Line of Business
At December 31, 2016, our personal automobile line of business had recorded reserves, net of reinsurance, of $96 million, 
which represented 3% of our total net reserves.  In 2016, this line experienced unfavorable development of $1.0 million.   
While this development is relatively neutral overall, it results from an increase in accident year 2015, largely offset by a 
decrease in accident year 2014.  This line experienced unfavorable prior year development of $0.4 million in 2015.  We 
continue to recalibrate our predictive models, as well as refine our underwriting and pricing approaches.  While we believe 
these changes will ultimately lead to improved profitability and greater stability, they may impact paid and reported 
development patterns, thereby increasing the uncertainty in the reserves in the near-term.

E&S Lines
At December 31, 2016, our E&S Lines had recorded reserves, net of reinsurance, of $281 million, which represented 9% of our 
total net reserves.  In 2016, these lines experienced unfavorable development of $7.1 million, mostly associated with accident 
year 2014.  In 2015, these lines experienced unfavorable development of $15.5 million, associated with accident years 2012 
through 2014.  Since we have limited historical loss experience in this segment, our reserve estimates are partially based on 
development patterns of companies that have similar operations.  Therefore, these estimates are subject to somewhat greater 
uncertainty than the comparable standard operations lines of business.  As our own experience matures, we will continue to 
place greater weight upon it, and less weight upon the surrogate patterns.

In order to improve outcomes, we have taken the following actions related to E&S claims:

•  Effective January 1, 2015, the E&S Claims operation began reporting through our Corporate Claims division in 

Charlotte, North Carolina.

•  Complex claims were integrated into our standard lines CCU in August 2015.
• 
•  Effective January 1, 2016, the E&S Claims operation in Scottsdale, Arizona was closed and all open and new claims 

Potential complex liability claims are now systematically identified and referred to our CCU. 

are now handled out of our standard lines regional claims offices by dedicated E&S claims personnel.

•  Claims have been segregated into “litigated” versus “non-litigated.”  Separate claim handling teams have been created, 

with the required skill sets, to appropriately handle these two types of claims.    
Implemented the following expense improvement initiatives regarding outside adjusters and legal counsel:

• 

Maximized use of staff counsel when geographically possible;
Utilized staff coverage attorney for coverage reviews;
Heightened focus on legal budgeting and expense management;
Required panel counsel firms to use our electronic legal billing and budgeting system to better manage 
budgets and expenses associated with litigation; and
Implemented a panel counsel review process.

41

• 

• 

In addition to the expense improvement initiatives above, we anticipate implementing the following in 2017 to further 
improve benefits:

Expanding the use of staff counsel in high volume, high cost locations; and
Expanding the use of alternative fee arrangements with panel counsel.

For property claims, similar corporate oversight and referrals have been implemented.  In addition, large losses are 
now adjusted by or overseen by Standard Lines property personnel.

We believe that the actions above will not only lead to earlier identification of severe claims, but also earlier claims resolutions 
with improved outcomes.  We have begun to see the benefits of the actions above, through significantly lower loss adjustment 
expenses.

Other impacts creating additional loss and loss expense reserve uncertainty

Claims Initiative Impacts
In addition to the line of business specific issues mentioned above, our lines of business have been impacted by a number of 
initiatives undertaken by our Claims Department that have resulted in variability, or shifts, in the average level of case reserves.  
Some of these initiatives have also impacted claims settlement rates.  These changes affect the data upon which the ultimate 
loss and loss expense projections are made.  While these changes in case reserve levels and settlement rates increase the 
uncertainty in the short run, we expect the longer-term benefit will be a more refined management of the claims process.

Some of the specific actions implemented over the past several years, other than those regarding E&S as discussed above, are 
as follows:
• 

Increased focus on reducing workers compensation medical costs through more favorable PPO contracts and greater 
PPO penetration.

•  A more comprehensive approach for handling workers compensation claims, with an emphasis towards improving 

recovery times, allowing for earlier “return-to-work.”  This involves elevated and proactive case management in the 
areas of medical, pharmaceutical, and physical therapy treatments.

•  The continued use of our CCU, to which all significant and complex liability claims are assigned.  This unit has been 

staffed with personnel that have significant experience in handling and settling these types of claims.

•  The strategic realignment of our CMS model to handle property claims under $5,000.
•  The continued use of our PCSs and our LLU.  Our PCSs handle claims between $5,000 and $100,000, while the LLU 
handles claims above $100,000.  Both groups form the core of our catastrophe response team.  During 2016, we began 
increasing the number of property claims specialists to respond to property claims with higher severity and/or 
complexity.  This provides us with more staff to respond to claim volume, including the fluctuations that result from 
catastrophes, while ensuring we have the highest level of property expertise available to apply to our more complex 
claims.

•  Continued efforts in the areas of fraud investigation and salvage/subrogation recoveries.  These efforts have been 

supported by the introduction of predictive models that allow us to better focus our efforts.

Our internal reserve analyses incorporate actuarial projection methods, which make adjustments for changes in case reserve 
adequacy and claims settlement rates.  These methods adjust our historical loss experience to the current level of case adequacy 
or settlement rate, which provides a more consistent basis for projecting future development patterns.  These methods have 
their own assumptions and judgments associated with them, so as with any projection method, they are not definitive in and of 
themselves.  Furthermore, given that the expected benefits from our claims initiatives take time to fully manifest, we do not 
take full credit for the anticipated benefit in establishing our loss and loss expense reserves.  These initiatives may prove more 
or less beneficial than currently reflected, which will affect development in future years.  Our various projection methods 
provide an indication of these potential future impacts.  These impacts would be greatest within our larger reserve lines of 
workers compensation, general liability, and commercial automobile liability, within the more recent accident years. 

Economic Inflationary Impacts
Although inflationary volatility is expected to be low in the near term, current United States monetary policy and global 
economic conditions bring additional uncertainty in the long-term given the length of time required for claim settlement and the 
impact of medical cost trends relating to longer-tail liability and workers compensation claims.  Uncertainty regarding future 
inflation or deflation creates the potential for additional volatility in our reserves for these lines of business.

42

 
 
Sensitivity analysis: Potential impact on reserve uncertainty due to changes in key assumptions
Our process to establish reserves includes a variety of key assumptions, including, but not limited to, the following:

•  The selection of loss and loss expense development factors;
•  The weight to be applied to each individual actuarial projection method;
• 
•  Expected ultimate loss and loss expense ratios for the current accident year.

Projected future loss trends; and

The importance of any single assumption depends on several considerations, such as the line of business and the accident year.  
If the actual experience emerges differently than the assumptions used in the process to establish reserves, changes in our 
reserve estimate are possible and may be material to the results of operations in future periods.  Set forth below are sensitivity 
tests that highlight potential impacts to loss and loss expense reserves under different scenarios, for the major casualty lines of 
business.  These tests consider each assumption and line of business individually, without any consideration of correlation 
between lines of business and accident years.  Therefore, the results in the tables below do not constitute an actuarial range.  
While the figures represent possible impacts from variations in key assumptions as identified by management, there is no 
assurance that the future emergence of our loss and loss expense experience will be consistent with either our current or 
alternative sets of assumptions.

While the sources of variability discussed above are generated by different underlying trends and operational changes, they 
ultimately manifest themselves as changes in the expected loss and loss expense development patterns.  These patterns are a 
key assumption in the reserving process.  In addition to the expected development patterns, the expected loss and loss expense 
ratios are another key assumption in the reserving process.  These expected ratios are developed through a rigorous process of 
projecting recent accident years' experience to an ultimate settlement basis, and then adjusting it to the current accident year's 
pricing and loss cost levels.  Impact from changes in the underwriting portfolio and changes in claims handling practices are 
also quantified and reflected, where appropriate.  As is the case with all estimates, the ultimate loss and loss expense ratios may 
differ from those currently estimated.

The sensitivities of loss and loss expense reserves to these key assumptions are illustrated below for the major casualty lines.  
The first table shows the estimated impacts from changes in expected reported loss and loss expense development patterns.  It 
shows reserve impacts by line of business if the actual calendar year incurred amounts are greater or less than current 
expectations by the selected percentages.  While the selected percentages by line are judgmentally based, they reflect the 
relative contribution of the specific line of business to the overall reserve range.  The second table shows the estimated impacts 
from changes to the expected loss and loss expense ratios for the current accident year.  It shows reserve impacts by line of 
business if the expected loss and loss expense ratios for the current accident year are greater or less than current expectations by 
the selected percentages.  

Reserve Impacts of Changes to Prior Years Expected Loss and Loss Expense Reporting Patterns

($ in millions)

General liability

Workers compensation

Commercial automobile liability

Personal automobile liability

E&S liability

Percentage
Decrease/
Increase

7%

$

7

10

15

10

(Decrease) to Future
Calendar Year Reported

Increase to Future Calendar
Year Reported

(80) $

(70)

(35)

(10)

(35)

80

70

35

10

35

Reserve Impacts of Changes to Current Year Expected Ultimate Loss and Loss Expense Ratios

($ in millions)

General liability

Workers compensation

Commercial automobile liability

Personal automobile liability

E&S liability

Percentage
Decrease/
Increase

(Decrease) to Current
Accident Year Expected Loss
and Loss Expense Ratio

Increase to Current Accident
Year Expected Loss and Loss
Expense Ratio

7 pts $

7

7

7

7

(37) $

(22)

(21)

(6)

(11)

37

22

21

6

11

Note that there is some overlap between the impacts in the two tables.  For example, increases in the calendar year development 
would ultimately impact our view of the current accident year's loss and loss expense ratios.  Nevertheless, these tables provide 
perspective into the sensitivity of each of these key assumptions.

43

Asbestos and Environmental Reserves
Our general liability, excess liability, and homeowners reserves include exposure to asbestos and environmental claims.  Our 
exposure to environmental liability is primarily due to:  (i) landfill exposures from policies written prior to the absolute 
pollution endorsement in the mid 1980s; and (ii) underground storage tank leaks mainly from New Jersey homeowners policies.  
These environmental claims stem primarily from insured exposures in municipal government, small non-manufacturing 
commercial risks, and homeowners policies. 

The total carried net losses and loss expense reserves for these claims were $22.7 million as of December 31, 2016 and $23.2 
million as of December 31, 2015.  The emergence of these claims occurs over an extended period and is highly unpredictable.  
For example, within our Standard Commercial Lines book, certain landfill sites are included on the National Priorities List 
(“NPL”) by the United States Environmental Protection Agency (“USEPA”).  Once on the NPL, the USEPA determines an 
appropriate remediation plan for these sites.  A landfill can remain on the NPL for many years until final approval for the 
removal of the site is granted from the USEPA.  The USEPA has the authority to re-open previously closed sites and return 
them to the NPL.  We currently have reserves for nine customers related to six sites on the NPL.

“Asbestos claims” are claims for bodily injury alleged to have occurred from exposure to asbestos-containing products.  Our 
primary exposure arises from insuring various distributors of asbestos-containing products, such as electrical and plumbing 
materials.  At December 31, 2016, asbestos claims constituted 29% of our $22.7 million net asbestos and environmental 
reserves, compared to 29% of our $23.2 million net asbestos and environmental reserves at December 31, 2015.

“Environmental claims” are claims alleging bodily injury or property damage from pollution or other environmental 
contaminants other than asbestos.  These claims include landfills and leaking underground storage tanks.  Our landfill exposure 
lies largely in policies written for municipal governments, in their operation or maintenance of certain public lands.  In addition 
to landfill exposures, in recent years, we have experienced a relatively consistent level of reported losses in the homeowners 
line of business related to claims for groundwater contamination from leaking underground heating oil storage tanks in New 
Jersey.  In 2007, we instituted a fuel oil system exclusion on our New Jersey homeowners policies that limits our exposure to 
leaking underground storage tanks for certain customers.  At that time, existing customers were offered a one-time opportunity 
to buy back oil tank liability coverage.  The exclusion applies to all new homeowners policies in New Jersey.  These customers 
are eligible for the buy-back option only if the tank meets specific eligibility criteria. 

Our asbestos and environmental claims are handled in our centralized and specialized asbestos and environmental claim unit.  
Case reserves for these exposures are evaluated on a claim-by-claim basis.  The ability to assess potential exposure often 
improves as a claim develops, including judicial determinations of coverage issues.  As a result, reserves are adjusted 
accordingly.

Estimating IBNR reserves for asbestos and environmental claims is difficult because of the delayed and inconsistent reporting 
patterns associated with these claims.  In addition, there are significant uncertainties associated with estimating critical 
assumptions, such as average clean-up costs, third-party costs, potentially responsible party shares, allocation of damages, 
litigation and coverage costs, and potential state and federal legislative changes.  Normal historically-based actuarial 
approaches cannot be applied to asbestos and environmental claims because past loss history is not indicative of future 
potential loss emergence.  In addition, while certain alternative models can be applied, such models can produce significantly 
different results with small changes in assumptions.  As a result, we do not calculate an asbestos and environmental loss range.  
Historically, our asbestos and environmental claims have been significantly lower in volume, with less volatility and 
uncertainty than many of our competitors in the commercial lines industry.  Prior to the introduction of the absolute pollution 
exclusion endorsement in the mid-1980's, we were primarily a personal lines carrier and therefore do not have broad exposure 
to asbestos and environmental claims.  Additionally, we are the primary insurance carrier on the majority of these exposures, 
which provides more certainty in our reserve position compared to others in the insurance marketplace.

Pension and Post-retirement Benefit Plan Actuarial Assumptions
Our pension and post-retirement benefit obligations and related costs are calculated using actuarial methods, within the 
framework of U.S. GAAP.  Two key assumptions, the discount rate and the expected return on plan assets, are important 
elements of expense and/or liability measurement.  We evaluate these key assumptions annually.  Other assumptions involve 
demographic factors, such as retirement age and mortality.  

The discount rate enables us to state expected future cash flows at their present value on the measurement date.  The purpose of 
the discount rate is to determine the interest rates inherent in the price at which pension benefits could be effectively settled.  
Our discount rate selection is based on high-quality, long-term corporate bonds.  A higher discount rate reduces the present 
value of benefit obligations and generally reduces pension expense.  Conversely, a lower discount rate increases the present 

44

 
 
 
value of benefit obligations and generally increases pension expense.  For additional information regarding our discount rate 
selection, refer to Note 14. “Retirement Plans” in Item 8. “Financial Statements and Supplementary Data.” of this Form 10-K.

The expected long-term rate of return on the plan assets is determined by considering the current and expected asset allocation, 
as well as historical and expected returns on each plan asset class.  A lower expected rate of return on pension plan assets would 
increase pension expense.  Our long-term expected return on plan assets decreased 13 basis points, to 6.24%, in 2016 as 
compared to 6.37% in 2015, reflecting the current interest rate environment.  

At December 31, 2016, our pension and post-retirement benefit plan obligation was $346.0 million compared to $324.8 million 
at December 31, 2015.  Plan assets were $316.5 million and $249.7 million at December 31, 2016 and December 31, 2015, 
respectively.  Volatility in the marketplace, coupled with changes in the discount rate assumption, could materially impact our 
pension and post-retirement life valuation in the future.  For additional information regarding our pension and post-retirement 
benefit plan obligations, see Note 14. “Retirement Plans” in Item 8. “Financial Statements and Supplementary Data.” of this 
Form 10-K.

Investment Valuation and OTTI
Investment Valuation
Fair value of our investment portfolio is defined under accounting guidance as the exit price or the amount that would be:  (i) 
received to sell an asset; or (ii) paid to transfer a liability in an orderly transaction between market participants.  When 
determining an exit price we must, when available, rely upon observable market data.  Our AFS portfolio is carried at fair value 
and the related unrealized gains or losses are reflected in stockholders' equity, net of tax.  For both our AFS and HTM 
portfolios, fair value is a key factor in the evaluation of a security for OTTI.

We have categorized our investment portfolio, based on the priority of the inputs to the valuation technique, into a three-level 
fair value hierarchy.  The fair value hierarchy gives the highest priority to quoted prices in active markets for identical assets 
and liabilities (Level 1) and the lowest priority to unobservable inputs (Level 3).  

The fair value of approximately 99% of our investment portfolio is classified as either Level 1 or Level 2 in the fair value 
hierarchy.  Fair value measurements in Level 1 represent quoted prices in active markets for identical assets.  Fair value 
measurements in Level 2 represent prices determined using observable data from similar securities that have traded in the 
marketplace, typically using matrix pricing.  The fair value of our Level 2 securities are determined by external pricing 
services.  We have evaluated the pricing methodology used for these Level 2 prices and have determined that the inputs used 
are observable.  For additional information regarding the valuation techniques used, refer to item (e) of Note 2. "Summary of 
Significant Accounting Policies" within Item 8. "Financial Statements and Supplementary Data." of this Annual Report.

Less than 1% of our investment portfolio is classified as Level 3 in the fair value hierarchy.  Fair value measurements in Level 
3 are based on unobservable market inputs because the related securities are not traded on a public market.  For additional 
information regarding the valuation techniques used for our Level 3 securities, refer to item (e) of Note 2. "Summary of 
Significant Accounting Policies" within Item 8. "Financial Statements and Supplementary Data." of this Annual Report.

OTTI
Our investment portfolio is subject to market declines below amortized cost that may be other than temporary and therefore 
may result in the recognition of OTTI losses.  Factors considered in the determination of whether or not a decline is other than 
temporary require significant judgment and include, but are not limited to, the financial condition of the issuer, the expected 
near-term and long-term prospects of the issuer, and our evaluation of the projected cash flow stream from the security.  For 
additional information regarding our OTTI process and OTTI charges recorded, see item (d) of Note 2. "Summary of 
Significant Accounting Policies" and item (j) of Note 5. "Investments" within Item 8. "Financial Statements and Supplementary 
Data." of this Annual Report, respectively. 

Reinsurance
Reinsurance recoverables on paid and unpaid losses and loss expenses represent estimates of the portion of such liabilities that 
will be recovered from reinsurers.  Each reinsurance contract is analyzed to ensure that the transfer of risk exists to properly 
record the transactions in the Financial Statements.  Amounts recovered from reinsurers are recognized as assets at the same 
time and in a manner consistent with the paid and unpaid losses associated with the reinsured policies.  An allowance for 
estimated uncollectible reinsurance is recorded based on an evaluation of balances due from reinsurers and other available 
information.  This allowance totaled $5.5 million at December 31, 2016 and $5.7 million at December 31, 2015.  We 
continually monitor developments that may impact recoverability from our reinsurers and have available to us contractually 
provided remedies if necessary.  For further information regarding reinsurance, see the “Reinsurance” section below and Note 
8. “Reinsurance” in Item 8. “Financial Statements and Supplementary Data.” of this Form 10-K.

45

 
Financial Highlights of Results for Years Ended December 31, 2016, 2015, and 20141

($ in thousands, except per share amounts)

2016

2015

2016 vs.
2015

2014

2015 vs.
2014

GAAP measures:

Revenues

Pre-tax net investment income

Pre-tax net income

Net income

Diluted net income per share

Diluted weighted-average outstanding shares

GAAP combined ratio

Statutory combined ratio

Invested assets per dollar of stockholders' equity

After-tax yield on investments

Return on average equity ("ROE")

Non-GAAP measures:

Operating income

Diluted operating income per share

Operating ROE

$

2,284,270

2,131,852

130,754

219,955

158,495

2.70

58,747

92.9 %

91.8

3.50

1.9 %

10.8

161,704

2.75

11.0 %

$

$

$

121,316

232,692

165,861

2.85

58,156

92.5

92.4

3.64

1.9

12.4

157,300

2.70

11.8

7 % $
8

(5)

(4)

(5)

1

$

0.4

pts

(0.6)

(4) % $
— pts

(1.6)

2,034,861

138,708

197,131

141,827

2.47

57,351

5 %

(13)

18

17

15

1

95.8 %

(3.3) pts

95.7

3.77

2.2 %

11.7

(3.3)

(3) %

(0.3) pts

0.7

26 %

24

1.5

pts

3 % $
2

124,538

2.17

(0.8) pts

10.3 %

1Refer to the Glossary of Terms attached to this Form 10-K as Exhibit 99.1 for definitions of terms used in this financial review.

Reconciliations of net income, net income per share, and ROE to operating income, operating income per share, and operating 
ROE, respectively, are provided in the tables below:

Reconciliation of net income to operating income

($ in thousands)

Net income

Exclude:  Net realized losses (gains)

Exclude:  Tax on net realized losses (gains)

Operating income

Reconciliation of net income per share to operating income per share

Diluted net income per share

Exclude:  Net realized losses (gains) per share

Exclude:  Tax on net realized losses (gains) per share

Diluted operating income per share

Reconciliation of ROE to operating ROE

ROE

Exclude:  Net realized losses (gains)

Exclude:  Tax on net realized losses (gains)

Operating ROE

$

$

$

$

2016

2015

2014

158,495

4,937

(1,728)

161,704

165,861

(13,171)

4,610

157,300

141,827

(26,599)

9,310

124,538

2016

2015

2014

2.70

0.08

(0.03)

2.75

2.85

(0.23)

0.08

2.70

2016

2015

2014

10.8%

0.3

(0.1)

11.0%

12.4

(1.0)

0.4

11.8

2.47

(0.46)

0.16

2.17

11.7

(2.2)

0.8

10.3

46

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
We generated excellent financial results in 2016, continuing the trend of excellent financial performance we achieved in 2015 
and 2014, which reflects our hard work to drive renewal pure price increases within our Standard Commercial and Personal 
Lines segments as well as our E&S segment, generate new business, improve the underlying profitability of our book of 
business through various underwriting and claims initiatives.  In 2016, we also moved to more actively manage our investment 
portfolio to generate higher after-tax net investment income in an investment environment of declining interest rates.  Our NPW 
growth of 8% in 2016 and 10% in 2015 was driven by our strong franchise value with our ivy league distribution partners.  
Over the past 28 quarters, our Standard Commercial Lines renewal pure price increases have cumulatively outperformed the 
Willis Towers Watson Commercial Lines Pricing (or CLIPs) survey by approximately 1700 basis points, while maintaining 
high retention rates.  In addition, NPW growth was aided by the appointment of 110 retail agents in 2016 and some new 
business opportunities in our E&S segment as we increased our appetite for new business through our brokerage channel.

In addition to the cumulative pure renewal price increases we have achieved over the past several years, we have benefited 
from underwriting and claims process enhancements, as well as a shift in our business mix towards higher quality accounts.  
For example, our workers compensation book of business, which represents approximately 20% of our Standard Commercial 
Lines business, continues to benefit from the steps we have taken in recent years to increase premium rates and to improve the 
business mix by shifting towards lower hazard and smaller accounts from higher hazard and larger accounts.  Additionally, 
claims initiatives, such as having an increased focus on reducing workers compensation medical costs through more favorable 
PPO contracts and greater PPO penetration, have helped to improve profitability of this line.  The statutory combined ratios for 
this line of business improved, aided by net favorable loss development, from 110.1% in 2014 to 88.2% in 2015 and 80.7% in 
2016.  Our E&S segment has also seen an improvement in underwriting results as we have continued to deploy our corporate 
claims practices in this operation, although we have not yet met our financial targets for this segment.   For a full discussion of 
the claims initiatives that we have deployed, refer to the “Reserves for Loss and Loss Expenses” section within Critical 
Accounting Policies in Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations.”

Pre-tax net investment income grew 8% in 2016 compared to 2015 after decreasing 13% compared to 2014.  The improvement 
in 2016 was driven by a higher fixed income asset base and improved returns on our alternative investments, while the decrease 
in 2015 compared to 2014 was due to lower returns on these alternative investments.  During 2016, we determined that a more 
active management approach to our investment portfolio was necessary to maximize the risk-adjusted after-tax income and 
total return of the portfolio, while maintaining a similar level of credit quality and duration risk.  We evaluated our previous 
buy-and-hold low turnover approach in the context of the current market environment, and concluded that a change was 
necessary to more effectively diversify, navigate, and manage the portfolio in response to the persistently low and volatile 
interest rate environment, the potential for rising inflation, and an uncertain political and tax landscape.  To execute on this 
approach, we hired four new fixed income investment managers in 2016, increased our long-term target risk asset allocation, 
and modestly increased our exposure to non-investment grade fixed income securities, private equity investments, and private 
credit strategies to further diversity our allocation within risk assets.  Our risk assets, which include public equities, non-
investment grade fixed income securities, private equity investments, and other limited partnership private investments, 
represented 7% of our total invested assets at December 31, 2016 and may increase to approximately 10% over time.

The improvements to our underwriting profitability and after tax net investment income discussed above drove our long-term 
goal of generating an operating ROE that is approximately 300 basis points in excess of our weighted average cost of capital 
over time.  Although our operating income increased in 2016, compared to 2015, our operating ROE was below 2015 levels, 
due to higher comprehensive income, partially offset by dividends paid to our shareholders, which has increased our 
shareholders' equity.  Our ROE and operating ROE contributions by component are as follows:

Return on Average Equity

Insurance segments

Investment income

Other

Net realized (losses) gains, net of tax at 35%

ROE

Exclude: Net realized losses (gains), net of tax at 35%

Operating ROE

Weighted average cost of capital

2016

2015

2014

6.7%

6.7

(2.4)

(0.2)

10.8

0.2

11.0%

8.5%

7.3

7.0

(2.5)

0.6

12.4

(0.6)

11.8

8.7

4.2

8.6

(2.5)

1.4

11.7

(1.4)

10.3

8.9

47

Insurance Segments
The key metric in understanding our insurance segments’ contribution to ROE is the GAAP combined ratio.  The following 
table provides a quantitative foundation for analyzing this ratio:

All Lines

($ in thousands)
GAAP Insurance Operations Results:

Net Premiums Written ("NPW")

Net Premiums Earned ("NPE")
Less:

Losses and loss expenses incurred

Net underwriting expenses incurred

Dividends to policyholders

Underwriting income
GAAP Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Dividends to policyholders ratio

Combined ratio
Statutory Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Dividends to policyholders ratio

Combined ratio

2016

2015

2016
vs. 2015

2014

2015
vs. 2014

$

2,237,288

2,149,572

1,234,797

759,194

3,648

151,933

$

57.4 %

35.3

0.2

92.9

57.4

34.2

0.2

91.8 %

2,069,904

1,989,909

1,148,541

686,120

6,219

149,029

57.7

34.5

0.3

92.5

57.7

34.4

0.3

92.4

8 % $
8

1,885,280

1,852,609

8

11

(41)

2 % $

1,157,501

610,783

6,182

78,143

10 %

7

(1)

12

1

91 %

(0.3) pts

62.5 %

(4.8) pts

0.8

(0.1)

0.4

(0.3)

(0.2)

(0.1)

33.0

0.3

95.8

62.4

33.0

0.3

1.5

—

(3.3)

(4.7)

1.4

—

(0.6) pts

95.7 %

(3.3) pts

Fluctuations in our GAAP combined ratio were driven by the following:

•  Growth in our net premiums earned, which was driven by the acquisition of new business as well as renewal pure 

price increases on our standard lines business of 2.9% in 2016, 3.5% in 2015, and 5.8% in 2014.  The renewal pure 
price increases provided earned rate of approximately 3.1% in 2016 and 4.0% in 2015, both of which were above our 
rate of expected claim inflation and thus contributed to improved combined ratios in each of the three years presented.  
However, as described below, our combined ratios are also significantly impacted by prior year casualty reserve 
development, net catastrophe loss activity, and non-catastrophe property losses. 

•  Net favorable prior year casualty reserve development, the details of which are below:

(Favorable)/Unfavorable Prior Year Casualty Reserve Development

($ in millions)

General liability

Commercial automobile

Workers compensation

Businessowners' policies

Other

   Total Standard Commercial Lines

Homeowners

Personal automobile

   Total Standard Personal Lines

E&S

2016

2015

2014

$

(45.0)

25.0

(56.0)

0.5

(2.0)
(77.5)

1.5

1.0

2.5

6.0

(51.0)

3.0

(37.0)

4.0

—

(81.0)

(2.0)

—

(2.0)

16.0

(43.9)

(4.0)

—

2.5

—

(45.4)

(0.7)

(8.0)

(8.7)

5.8

Total favorable prior year casualty reserve development

$

(69.0)

(67.0)

(48.3)

(Favorable) impact on loss ratio

(3.2) pts

(3.4)

(2.6)

For a qualitative discussion of this reserve development, please see the related insurance segment discussions below.

48

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
              
 
•  Catastrophe losses, the details of which are below: 

Catastrophe Losses

($ in millions)

For the Year ended December 31,

Loss and Loss
Expense Incurred

Impact on Loss and Loss
Expense Ratio

(Favorable)/
Unfavorable Year-
Over-Year Change

2016

2015

2014

$

59.7

59.1

60.0

2.8 pts

3.0

3.2

(0.2)

(0.2)

0.5

•  Non-catastrophe property losses, the details of which are below:

Non-Catastrophe Property Losses

($ in millions)

For the Year ended December 31,

2016

2015

2014

Loss and Loss Expense
Incurred

Impact on Loss and
Loss Expense Ratio

(Favorable)/
Unfavorable Year-Over-
Year Change

$

279.2

265.4

287.5

13.0 pts

13.3

15.5

(0.3)

(2.2)

2.4

The improvement in the loss and loss expense ratio of 0.3 points, to 57.4% in 2016 from 57.7% in 2015 was offset by increases 
in the underwriting expense ratio of 0.8 points in 2016.  The higher expense ratio was driven by 0.7 points of higher 
supplemental commission expense to our distribution partners as a result of improved underwriting profitability, as well as 
increased compensation paid to our employees, partially offset by reduced pension costs driven in part by the curtailment of our 
pension plan in the first quarter of 2016.

The 1.5-point increase in the 2015 underwriting expense ratio compared to 2014 was driven by the following:

• 

• 

• 

Improved underwriting profitability that resulted in higher supplemental commission expense to our distribution 
partners and increased the ratio by 0.3 points;

Improved underwriting profitability that also resulted in higher annual incentive compensation expense to
employees and increased the ratio by 0.3 points; 

Pension expense increases due to the accrual of service costs for eligible employees and the negative impact of
declining interest rates in 2014 that increased the ratio by 0.3 points; and

•  The March 2014 sale of the renewal rights to our $37 million Self Insured Group ("SIG") book of business that 

contributed $8 million to other income and reduced the combined ratio by 0.4 points.  Although we did not solicit 
buyers, we decided to sell this small and specialized book of business when the opportunity presented itself because it 
had significant production outside of our standard lines footprint, and proved difficult to grow.  We however, have 
retained our substantial individual risk public entity book of business and continue to look for opportunities to grow it.

Investments Segment
The ROE contribution from investment income has decreased from 2014 through 2016 reflecting declining investment leverage 
as a result of overall stockholders' equity growth outpacing investment income growth.  This was, in part, due to strong 
profitability in our insurance operations coupled with declining portfolio yields.

Net realized gains/losses, which is another component of our investment segments' results, experienced volatility in its 
contribution to ROE in 2014 through 2016.  For qualitative information regarding these fluctuations, which include OTTI 
charges and investment sales that are largely discretionary as to timing, refer to Note 5. "Investments" in Item 8. "Financial 
Statements and Supplementary Data." of this Form 10-K.

Other
The ROE contribution from "other" above in the "Return on Average Equity" table, remained consistent from 2014 through 
2016.  However, we have restructured our long-term incentive program, which is included in other expenses, and expect these 
expenses to decrease by approximately $10 million over the next twelve months.

49

              
             
Outlook
In 2016, we delivered on an aggressive plan built on a profitable foundation that outperformed the estimated industry statutory 
combined ratio by approximately nine points.  According to A.M. Best's Review and Preview dated January 26, 2017, the 
industry's 2016 overall statutory combined ratio is expected to be 100.7%, with commercial lines and personal lines expected to 
deliver a combined ratio of about 98.2% and 102.6%, respectively.  We were able to achieve our results in a weakening 
commercial lines pricing market.  Our renewal pure price increases averaged 2.6% during 2016 reflecting our strong agency 
relationships and pricing sophistication.  As reported by the Willis Towers Watson Commercial Lines Insurance Pricing (or 
CLIPs) Survey, renewal rates for the industry in commercial lines were only up an average of 0.4% in the first nine months of 
2016.

Our results for the year reflect the various initiatives we have implemented to maintain strong profitability while executing our 
strategic initiatives around growing the business.  We continue to invest in technology to enhance the ease of doing business for 
our agents, the overall customer experience, and our data and analytics platforms.  We believe these will be key strategic 
imperatives as we look to the future.

In 2017, we expect we will continue to focus on seeking out additional growth opportunities in our insurance operations while 
working towards our profit targets.  We have been able to achieve NPW growth that has significantly exceeded the industry’s 
growth rate, while at the same time generating solid underwriting margins.  In 2016, our Standard Commercial Lines 
experienced NPW growth of 9%, which was significantly above the A.M. Best expected industry growth rate for commercial 
lines.  In addition, we have about a 1% market share in the 22 states in which we operate and our long-term goal is to increase 
our market share to approximately 3%.  As we continue to leverage our agency franchise model by offering our distribution 
partners superior technology solutions and customer experience, we are targeting a 12% share of the business within our 
agencies, from our current 7% share, which we refer to as our "share of wallet."  We are also seeking to increase our agency 
appointments over time to represent a 25% market share of the states in which we are fully operational, from our current 17% 
share.  We believe our relationships with our distribution partners are among the strongest in the industry and underpin our 
success.  During 2016, we appointed 110 new agents and we are planning for an additional 85 agency appointments in 2017.

Our plans are well on track to expand into Arizona and New Hampshire by the latter half of 2017.  We have identified most of 
the agents that we will look to designate in those new markets.  Our approach to entering new states is consistent with our agent 
franchise business model, which is predicated around our field based underwriting, claims, and customer service.  

Turning to investments, we generated after-tax net investment income of $98.4 million, compared to $93.8 million in 2015 and 
2% below our February 4, 2016 guidance of $100.0 million.  Our challenge in 2017 will be navigating the increased market 
volatility that may accompany uncertainty regarding fiscal and monetary policy changes.  For instance, the potential impact of 
limiting or eliminating tax-advantaged municipal bond interest may be significant to the returns of our municipal bond 
portfolio.  Likewise, a reduction in the corporate tax rate, a border-adjustment tax, and repealing or replacing the ACA may 
have significant repercussions in the marketplace.  Weighing these risks when seeking new opportunities, and managing the 
risks for existing positions and sectors in the portfolio, will be a key focus in the upcoming year.

In summary, we are positioning ourselves for a more competitive environment with a focus on generating adequate returns for 
our shareholders.  We are preparing ourselves for changes in a period of heightened uncertainty surrounding interest rates, tax 
law changes, legislative changes, and inflation.  We also have a number of internal strategic initiatives in place to enhance our 
technological offerings to our agents while improving the overall customer experience.  

For 2017, based on our current view of the marketplace and assuming no tax law changes, we currently expect the following:

•  A statutory combined ratio, excluding catastrophe losses, of approximately 90.5%.  This assumes no prior year 

casualty reserve development; 

•  Catastrophe losses of 3.5 points;
•  After-tax investment income of approximately $110 million; and 
•  Weighted average shares of approximately 59.2 million.

50

Results of Operations and Related Information by Segment

Standard Commercial Lines

($ in thousands)

2016

2015

GAAP Insurance Segments Results:

2016
vs. 2015

2014

2015
vs. 2014

NPW

NPE

Less:

Loss and loss expense incurred

Net underwriting expenses incurred

Dividends to policyholders

Underwriting income

GAAP Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Dividends to policyholders ratio

Combined ratio

Statutory Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Dividends to policyholders ratio

Combined ratio

$

1,745,782

1,665,483

913,506

601,894

3,648

$

146,435

54.8 %

36.2

0.2

91.2

54.8

34.9

0.2

89.9 %

1,596,965

1,529,442

819,573

539,154

6,219

164,496

53.6

35.2

0.4

89.2

53.6

35.2

0.4

89.2

9 % $

1,441,047

9  

1,415,712

11  

12  

(41)  

(11) % $

870,018

478,291

6,182

61,221

%

11

8

(6)

13

1

169

%

1.2 pts

61.5 %

(7.9)

pts

1.0  

(0.2)  

2.0  

1.2  

(0.3)

(0.2)  

33.8

0.4

95.7

61.3

33.8

0.4

1.4

—

(6.5)

(7.7)

1.4

—

0.7 pts

95.5 %

(6.3)

pts

Our continued ability to obtain renewal pure price increases while balancing retention in this segment of our business has 
driven the NPW growth from 2014 through 2016 in the table above.  Additionally, new business growth, especially in 2015 
when compared to 2014, has also contributed to the NPW increases.  Quantitative information on these drivers is as follows: 

($ in millions)

Retention

Renewal pure price increases on NPW

Direct new business

For the Year Ended December 31,

2016

2015

2014

83 %

2.6

357.6

$

83

3.0

339.6

82

5.6

268.7

The GAAP loss and loss expense ratio increased 1.2 points in 2016 compared to 2015 due to net favorable prior year casualty 
reserve development of 4.7 points in 2016 compared to 5.3 points in 2015.  Additionally, higher non-catastrophe property 
losses contributed to the increase in the loss and loss expense ratio.  For quantitative information on this development by line of 
business, see "Financial Highlights of Results for Years Ended December 2016, 2015, and 2014" above and for qualitative 
information about the significant drivers of this development, see the line of business discussions below. 

The GAAP loss and loss expense ratio decreased 7.9 points in 2015 compared to 2014 primarily due to the following:  (i) 
earned rate above our expected claim inflation, which improved profitability by approximately 0.5 points for 2015; (ii) a 3.1-
point decrease in property losses; (iii) net favorable prior year casualty reserve development of 5.3 points in 2015 compared to 
3.2 points in 2014; and (iv) a decrease in the current year loss reserve estimate of 1.8 points in 2015 compared to 2014. 

51

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Quantitative information related to these items is as follows:

($ in millions)

For the year ended December 31,

2016

2015

2014

 (Favorable) Prior Year Casualty Reserve
Development

Losses and Loss
Expense Incurred

Impact on Losses and
Loss Expense Ratio

Unfavorable/
(Favorable)
Year-Over-Year 
Change

$

(77.5)

(81.0)

(45.4)

(4.7) pts

(5.3)

(3.2)

0.6

(2.1)

(2.4)

($ in millions)

Non-Catastrophe Property Losses

Catastrophe Losses

For the year ended
December 31,

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Total Impact on
Losses and Loss
Expense Ratio

(Favorable)/
Unfavorable
Year-Over-Year
Change

2016

2015

2014

$

182.4

154.7

180.4

11.0 pts $

10.1

12.7

35.0

34.1

37.9

2.1 pts

2.2

2.7

13.1

12.3

15.4

0.8

(3.1)

4.1

In addition to the increase in GAAP loss and loss expense ratio in 2016, there was an increase of 1.0 point in the GAAP 
underwriting expense ratio in 2016 compared to 2015.  This increase was primarily attributable to higher supplemental 
commission expense to our distribution partners of 0.9 points.  

The statutory underwriting expense ratio remained relatively flat in 2016 compared to 2015.  The difference to GAAP is 
primarily due to higher supplemental commission expenses in the fourth quarter of 2015 that were immediately recognized on a 
statutory basis but earned in the GAAP underwriting expense ratio during 2016. 

The 1.4-point increase in the GAAP underwriting expense ratio in 2015 compared to 2014 was primarily attributable to:  (i) 
higher supplemental commission expense to our distribution partners of 0.4 points; (ii) increases in annual incentive 
compensation expense to employees of 0.2 points; and (iii) pension expense increases of 0.3 points.  Additionally, the 2014 
underwriting ratio included $8.0 million, or 0.6 points, of non-recurring benefit related to the sale of the renewal rights to our 
SIG book of business in March 2014. 

The following is a discussion of our most significant Standard Commercial Lines of business:

General Liability

($ in thousands)

Statutory NPW

  Direct new business

  Retention

  Renewal pure price increases

Statutory NPE

Statutory combined ratio

% of total statutory standard commercial NPW

2016

2015

2016
vs. 2015

2014

2015
vs. 2014

$

553,579

105,961

83 %

1.8

505,891

99,938

83

2.7

9 % $

453,594

78,124

12 %

28

82 %

1

pts

6.7

(4.0)

6

— pts

(0.9)

$

527,859

483,291

9 % $

444,938

9 %

83.8 %

32

82.1

32

1.7 pts

83.9 %

(1.8) pts

31

Growth in 2016 and 2015 premium was primarily due to direct new business increases as outlined in the table above.  Both 
reporting periods also had positive improvements in NPW and NPE from strong retention and improved renewal pure price 
increases. 

The fluctuations in the statutory combined ratios were driven by changes in prior year development.  Prior year development 
can be volatile year to year, requiring a longer period of time before true trends are fully recognized.  The impact of the prior 
year casualty reserve development on this line was as follows:

• 

2016:  favorable prior year development of 8.5 points attributable to accident years 2008 through 2013 and 2015.  This 
was primarily driven by lower than anticipated claims severities.

52

 
 
 
 
• 

• 

2015:  favorable prior year development of 10.6 points attributable to accident years 2013 and prior.  This was 
primarily driven by severities that continued to develop lower than expected, within both the premises and operations 
and products liability coverages.  In addition, the reduction in frequencies exhibited in recent accident years continued 
into accident year 2015.

2014:  favorable prior year development of 9.9 points driven by lower severities in the 2010 through 2012 accident 
years, within both the premises and operations and products liability coverages.  In addition, accident years 2011 and 
2012 continued to show lower claim counts, even as they matured.

Commercial Automobile

($ in thousands)

Statutory NPW

  Direct new business

  Retention

  Renewal pure price increases

Statutory NPE

Statutory combined ratio

% of total statutory standard commercial NPW

2016

2015

2016
vs. 2015

$

422,013

77,255

84 %

4.9

$

398,942

109.3 %

24

376,064

70,556

83

3.8

358,909

101.9

24

12 % $

9

1 pts

1.1

2014

341,926

57,280

82 %

5.5

11 % $

333,310

7.4 pts

96.2 %

24

2015
vs. 2014

10 %

23

1 pts

(1.7)

8 %

5.7 pts

In 2016, new business was up 9% over last year, while in 2015, new business was up 23% from 2014.  In addition, renewal 
pure price increases and strong retention contributed to NPW growth in both periods.  NPE increases in 2016 and 2015 were 
consistent with the fluctuations in NPW for their respective twelve-month periods ended December 31.

The 7.4-point increase in the statutory combined ratio in 2016 compared to 2015 was driven by:  (i) unfavorable prior year 
casualty reserve development that increased the combined ratio by 5.5 points compared to last year; (ii) an increase in the 
current year loss reserve estimate of 2.1 points driven by an increase in casualty claim frequency; and (iii) higher property 
losses of 1.0 point. 

The 5.7-point increase in the statutory combined ratio in 2015 compared to 2014 was driven by:  (i) higher current year loss 
costs of 3.2 points driven by an increase in casualty claim frequency; (ii) prior year casualty reserve development that increased 
the combined ratio by 2.0 points compared to 2014; and (iii) higher property losses of 1.2 points.

In all three years, the combined ratio was positively impacted by earned rate that exceeded our expected claim inflation.

Property losses are outlined below: 

($ in millions)

Non-Catastrophe Property Losses

Catastrophe Losses

For the year ended
December 31,

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Total Impact on
Losses and Loss
Expense Ratio

Unfavorable
Year-Over-Year
Change

2016

2015

2014

$

64.4

54.7

45.6

16.1 pts $

15.2

13.7

1.3

0.9

1.6

0.3 pts

0.2

0.5

16.4

15.4

14.2

1.0

1.2

(0.5)

Prior year casualty reserve development was as follows:

• 

• 

• 

2016:  Unfavorable development of 6.3 points, which was driven primarily by bodily injury liability for accident years 
2014 and 2015.  The unfavorable development in accident year 2014 was driven by higher than expected severity, 
whereas accident year 2015 was driven by higher than expected frequency and severity.

2015:  Unfavorable development of 0.8 points, which was driven by bodily injury liability for accident years 2013 and 
2014.  This was partially offset by favorable development in accident years 2010 and 2011.  The unfavorable 
development in accident years 2013 and 2014 was driven by severities that were greater than expected.

2014:  Favorable development of 1.2 points driven by bodily injury liability for accident years 2012 and prior, 
partially offset by accident year 2013 due to higher frequency of claims.

53

 
 
 
 
Workers Compensation

($ in thousands)

Statutory NPW

  Direct new business

  Retention

  Renewal pure price increases

Statutory NPE

Statutory combined ratio

% of total statutory standard commercial NPW

2016

2015

2016
vs. 2015

$

319,807

67,102

84 %

1.2

$

308,233

80.7 %

18

299,686

68,971

83

2.6

290,075

88.2

19

7 % $

(3)

1 pts

(1.4)

2014

269,130

48,613

81 %

4.8

6 % $

274,585

2015
vs. 2014

11 %

42

2 pts

(2.2)

6 %

(7.5) pts

110.1 %

(21.9) pts

19

NPW increases in both periods were due to:  (i) renewal pure price increases; and (ii) increased retention.  The NPW increases 
in 2015 compared to 2014 were also driven by increases in direct new business.

NPE increases in 2016 and 2015 were consistent with the fluctuations in NPW for their respective twelve-month periods ended 
December 31.

The 7.5-point decrease in the statutory combined ratio in 2016 compared to 2015 was due primarily to the following: 

• 

Favorable prior year casualty reserve development of $56.0 million, or 18.2 points, compared $37.0 million and 12.8 
points in 2015.  The favorable development in both periods was attributable to virtually all prior accident years. 

The 21.9-point decrease in the statutory combined ratio in 2015 compared to 2014 was due to the following: 

• 

Favorable prior year casualty reserve development of $37.0 million, or 12.8 points, attributable to virtually all prior 
accident years, compared to no development in 2014.

•  Lower expected loss costs for the current accident year that resulted in an improvement of 9.3-points in 2015, 

reflecting our ongoing focus on improving this competitive line of business through pricing and claims initiatives, as 
discussed further above. 

Favorable prior year casualty reserve development for both years is primarily driven by continued decreasing severities in 
accident years 2014 and prior.  We believe these claim outcome improvements are due, in part, to lower medical inflation than 
originally anticipated, as well as the various claims initiatives that we have implemented, including, but not limited to:

•  Centralization of workers compensations claims handling;

•  The implementation of a strategic case management unit for the handling of workers compensation claims with high 

exposure and/or significant escalation risk; 

•  A more proactive case management in areas of medical, pharmaceutical, and physical therapy treatments. 

Commercial Property

($ in thousands)

Statutory NPW

  Direct new business

  Retention

  Renewal pure price increases

Statutory NPE

Statutory combined ratio

% of total statutory standard commercial NPW

2016

2015

2016
vs. 2015

$

308,140

74,901

82 %

2.4

$

293,438

84.3 %

18

282,731

72,118

82

2.8

269,022

82.6

18

9 % $

4

— pts

(0.4)

2014

253,625

58,436

81 %

4.4

9 % $

244,792

2015
vs. 2014

11 %

23

1 pts

(1.6)

10 %

1.7 pts

97.3 %

(14.7) pts

18

NPW and NPE increased in 2016 compared to 2015, as well as in 2015 compared to 2014, primarily due to:  (i) growth in 
direct new business; (ii) renewal pure price increases; and (iii) strong retention.

54

 
 
 
 
 
 
 
 
 
 
 
 
NPE increases in 2016 and 2015 were consistent with the fluctuations in NPW for their respective twelve-month periods ended 
December 31.

The fluctuation in the statutory combined ratios over the three-year period for this line were due to fluctuations in non-
catastrophe property losses and catastrophe losses.  Quantitative information regarding these items is as follows:

($ in millions)

Non-Catastrophe Property Losses

Catastrophe Losses

For the year ended
December 31,

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Total Impact on
Losses and Loss
Expense Ratio

(Favorable)/
Unfavorable
Year-Over-Year
Change

2016

2015

2014

$

95.9

78.4

107.3

32.7 pts $

29.1

43.8

23.7

25.8

27.3

8.1 pts

9.6

11.2

40.8

38.7

55.0

2.1

(16.3)

18.9

Standard Personal Lines

($ in thousands)

2016

2015

GAAP Insurance Segments Results:

2016
vs. 2015

2014

2015
vs. 2014

NPW

NPE

Less:

Losses and loss expenses incurred

Net underwriting expenses incurred

Underwriting income (loss)

GAAP Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Combined ratio

Statutory Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Combined ratio

$

$

281,822

280,607

177,749

90,439

12,419

63.3 %

32.3

95.6

63.4

31.8

95.2 %

283,926

288,134

200,237

86,561

1,336

69.5

30.0

99.5

69.6

30.3

99.9

(1) % $

(3)  

(11)  

5  

830 % $

(6.2) pts

2.3

(3.9)  

(6.2)  

1.5

(4.7) pts

292,061

296,747

197,182

83,029

16,536

66.4 %

28.0

94.4

66.3

28.2

94.5 %

(3) %

(3)  

2  

4  

(92) %

3.1 pts

2.0

5.1  

3.3  

2.1

5.4 pts

NPW in this segment decreased over the three-year period as shown in the table above.  As illustrated in the table below, in both 
2016 and 2015 new business has not been sufficient to compensate for the attrition in the retention ratio. 

($ in millions)

Retention

Renewal pure price increases on NPW

Direct new business premiums

2016

2015

2014

82 %

4.8

39.7

$

82

5.8

32.9

81

6.5

36.1

NPE decreases over the three-year period were consistent with the NPW fluctuations for their respective twelve-month periods 
ended December 31. 

The GAAP loss and loss expense ratio decreased 6.2 points in 2016 compared to 2015, primarily driven by:  (i) property losses 
that were lower than 2015 by 5.9 points; (ii) earned rate above our expected claim inflation, which improved profitability by 
approximately 1.3 points for 2016; and (iii) increased flood claims handling fees of 1.0 point, mainly due to Louisiana flooding 
and Hurricane Matthew during the second half of 2016.  These decreases were partially offset by unfavorable prior year 
casualty reserve development that was higher than 2015 by 1.6 points. 

The GAAP loss and loss expense ratio increased 3.1 points in 2015 compared to 2014, primarily driven by:  (i) favorable prior 
year casualty reserve development that was lower than 2014 by 2.2 points; and (ii) property losses that were higher than 2014 
by 0.9 points. 

55

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Quantitative information over the three-year period related to these items is as follows:

($ in millions)

Non-Catastrophe Property Losses

Catastrophe Losses

For the year ended
December 31,

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Total Impact on
Losses and Loss
Expense Ratio

2016

2015

2014

$

71.2

87.2

90.1

25.4 pts $

30.3

30.4

18.2

21.7

19.3

6.5 pts

7.5

6.5

31.9

37.8

36.9

(Favorable)/
Unfavorable
Year-Over-Year
Change

(5.9)

0.9

0.4

($ in millions)

For the year ended December 31,

2016

2015

2014

 (Favorable)/Unfavorable Prior Year Casualty
Reserve Development

Losses and Loss
Expense Incurred

Impact on Losses and
Loss Expense Ratio

Unfavorable 
Year-Over-Year 
Change

$

2.5

(2.0)

(8.7)

0.9

pts

(0.7)

(2.9)

1.6

2.2

(0.9)

The increase in the GAAP underwriting expense ratio in 2016 compared to 2015 was primarily driven by increased costs 
related to:  (i) increased costs associated with capital improvements, (ii) underwriting expenses from third-party data vendors; 
and (iii) higher supplemental commission expense to our distribution partners. 

The increase in the underwriting expense ratio in 2015 compared to 2014 was driven by:  (i) staffing additions, such as 
Standard Personal Lines Marketing Specialists, to support our growth initiatives; (ii) increases in annual incentive 
compensation expense to employees through our corporate-wide incentive plan;  (iii) pension expense increases; and (iv) 
increased costs associated with capital improvements.

E&S Lines

($ in thousands)

2016

2015

GAAP Insurance Segments Results:

2016
vs. 2015

2014

2015
vs. 2014

NPW

NPE

Less:

Losses and loss expenses incurred

Net underwriting expenses incurred

Underwriting income (loss)

GAAP Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Combined ratio

Statutory Ratios:

Loss and loss expense ratio

Underwriting expense ratio

Combined ratio

$

$

209,684

203,482

143,542

66,861

(6,921)

70.5 %

32.9

103.4

70.5

31.6

102.1 %

189,013

172,333

128,731

60,405

(16,803)

74.7

35.1

109.8

74.7

33.7

108.4

11 % $

18  

12  

11  

59 % $

152,172

140,150

90,301

49,463

386

(4.2) pts

(2.2)

(6.4)  

(4.2)  

(2.1)

(6.3) pts

64.4 %

35.3

99.7

64.5

34.7

99.2 %

24 %

23  

43  

22  

(4,453) %

10.3 pts

(0.2)

10.1  

10.2  

(1.0)

9.2 pts

We continue to focus on profitability drivers in our E&S operations and have achieved overall price increases of 4.9% and 
2.9% in 2016 and 2015, respectively.  While the NPW growth rate has declined as a consequence of these actions, our primary 
focus is on bringing this segment to targeted levels of profitability.  Quantitative information is as follows: 

($ in millions)

Price increases

Direct new business premiums

2016

2015

2014

4.9 %

$

100.0

2.9

99.6

4.5

80.9

56

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
NPE increases in 2016 and 2015 were consistent with the increases in NPW for their respective twelve-month periods ended 
December 31, 2016. 

The GAAP loss and loss expense ratio decreased 4.2 points in 2016 compared to 2015, primarily due to lower unfavorable prior 
year casualty reserve development that decreased by 6.4 points compared to 2015.  This decrease was partially offset by a 1.3-
point increase in the current year loss costs.  

The GAAP loss and loss expense ratio increased 10.3 points in 2015 compared to 2014, primarily due to the following:  (i) 
unfavorable prior year casualty reserve development that increased by 5.2 points compared to 2014; (ii) a 2.9-point increase in 
the current year loss costs; and (iii) a 1.5-point increase in property losses. 

Property losses are outlined below: 

($ in millions)

Non-Catastrophe Property Losses

Catastrophe Losses

For the year ended
December 31,

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Losses and Loss
Expense
Incurred

Impact on
Losses and Loss
Expense Ratio

Total Impact on
Losses and Loss
Expense Ratio

Unfavorable
Year-Over-Year
Change

2016

2015

2014

$

25.6

23.6

17.0

12.6 pts $

13.7

12.1

6.5

3.2

2.8

3.2 pts

1.9

2.0

15.8

15.6

14.1

($ in millions)

For the year ended December 31,

Unfavorable Prior Year Casualty Reserve
Development

Losses and Loss
Expense Incurred

Impact on Losses and
Loss Expense Ratio

(Favorable)/
Unfavorable
Year-Over-Year
Change

2016

2015

2014

$

6.0

16.0

5.8

pts

2.9

9.3

4.1

0.2

1.5

0.8

(6.4)

5.2

2.2

Unfavorable prior year casualty reserve development for 2016 was $6 million, driven by accident year 2014.  Unfavorable prior 
year casualty reserve development for 2015 was $16 million.  In 2015, we integrated the E&S claims operation with our 
Corporate Claims operation.  As part of that effort, we completed a review of all complex claims.  As a result, we recorded 
adverse prior year casualty reserve development of $10 million in the fourth quarter of 2015, bringing the full year adverse 
prior year development to $16 million.  We also recorded a $5 million adjustment to the 2015 current accident year. 

The GAAP underwriting expense ratio decreased 2.2 points in 2016 compared to 2015, primarily due to the following:  (i) a 
1.6-point reduction from the annual cash incentive plan payment for employees in this segment based on 2015 underwriting 
results; and (ii) 0.5-point decrease from lower supplemental commission expense to our distribution partners.  

Our E&S business is comprised of risks that are similar in nature to our Standard Commercial Lines, with smaller-sized 
insureds and lower policy limits.  Approximately 98% of the policies in this segment have limits of less than $1 million.  We 
will continue to deploy our Corporate Claims practices into the E&S operation in 2017, including the use of more robust 
monitoring tools.  We believe these actions will allow us to better assess the associated liability for these claims and will 
ultimately result in improved outcomes.  For more information, refer to the E&S Lines discussion within the Reserves for 
Losses and Loss Expenses section of "Critical Accounting Policies and Estimates" in this MD&A. 

57

 
 
Reinsurance
We use reinsurance to protect our capital resources and insure us against losses on property and casualty risks that we 
underwrite.  We use two main reinsurance vehicles:  (i) a reinsurance pooling agreement among our Insurance Subsidiaries in 
which each company agrees to share in premiums and losses based on certain specified percentages; and (ii) reinsurance 
contracts and arrangements with third parties that cover various policies that we issue to our customers.

Reinsurance Pooling Agreement
The primary purposes of the reinsurance pooling agreement among our Insurance Subsidiaries are the following:

• 

Pool or share proportionately the underwriting profit and loss results of property and casualty insurance 
underwriting operations through reinsurance;

• 

Prevent any of our Insurance Subsidiaries from suffering undue loss;

•  Reduce administration expenses; and

• 

Permit all of the Insurance Subsidiaries to obtain a uniform rating from A.M. Best.

The following illustrates the pooling percentages by Insurance Subsidiary as of December 31, 2016:

Insurance Subsidiary

Selective Insurance Company of America ("SICA")

Selective Way Insurance Company ("SWIC")

Selective Insurance Company of South Carolina ("SICSC")

Selective Insurance Company of the Southeast ("SICSE")

Selective Insurance Company of New York ("SICNY")

Selective Casualty Insurance Company ("SCIC")

Selective Auto Insurance Company of New Jersey ("SAICNJ")

Mesa Underwriters Specialty Insurance Company ("MUSIC")

Selective Insurance Company of New England ("SICNE")

Selective Fire and Casualty Insurance Company ("SFCIC")

Pooling Percentage

32.0%

21.0%

9.0%

7.0%

7.0%

7.0%

6.0%

5.0%

3.0%

3.0%

Reinsurance Treaties and Arrangements
By entering into reinsurance treaties and arrangements, we are able to increase underwriting capacity and accept larger risks 
and a larger number of risks without directly increasing capital or surplus.  Our reinsurance consists of traditional reinsurance 
and we do not purchase finite reinsurance.  Under our reinsurance treaties, the reinsurer generally assumes a portion of the 
losses we cede to them in exchange for a portion of the premium.  Amounts not reinsured are known as retention.  Reinsurance 
does not legally discharge us from liability under the terms and limits of our policies, but it does make our reinsurer liable to us 
for the amount of liability we cede to them.  Accordingly, we have counterparty credit risk from our reinsurers.  We attempt to 
mitigate this credit risk by:  (i) pursuing relationships with reinsurers rated “A-” or higher; or (ii) obtaining collateral to secure 
reinsurance obligations.  Some of our reinsurance contracts include provisions that permit us to terminate or commute the 
reinsurance treaty if the reinsurer's financial condition or rating deteriorates.  We monitor the financial condition of our 
reinsurers and we review the quality of reinsurance recoverables and reserves for uncollectible reinsurance.  For additional 
information regarding our counterparty credit risk with our reinsurers, see Note 8. "Reinsurance" in Item 8. "Financial 
Statements and Supplementary Data." of this Form 10-K.

58

 
 
We have reinsurance contracts that separately cover our property and casualty insurance business.  Available reinsurance can be 
segregated into the following key categories:

•  Property Reinsurance - includes our property excess of loss treaties purchased for protection against large 

individual property losses and our property catastrophe treaties purchased to provide protection for the overall 
property portfolio against severe catastrophic events.  Facultative reinsurance is used for property risks that are in 
excess of our treaty capacity.

•  Casualty Reinsurance - purchased to provide protection for both individual large casualty losses and catastrophic 
casualty losses involving multiple claimants or customers.  Facultative reinsurance is also used for casualty risks 
that are in excess of our treaty capacity.

• 

Terrorism Reinsurance - in addition to protection built into our property and casualty reinsurance treaties, terrorism 
protection is available as a federal backstop related to terrorism losses as provided under the Terrorism Risk 
Insurance Program Reauthorization Act (“TRIPRA”).  For further information regarding this legislation, see Item 
1A. “Risk Factors.” of this Form 10-K.

•  Flood Reinsurance - as a servicing carrier in the WYO Program, we receive a fee for writing flood business, for 

which the related premiums and losses are 100% ceded to the federal government.

In addition to the above categories, we have entered into several reinsurance agreements with Montpelier Re Insurance Ltd. as 
part of the acquisition of MUSIC.  Together, these agreements provide protection for losses on policies written prior to the 
December 2011 acquisition and any development on reserves established by MUSIC as of the date of acquisition.  The 
reinsurance recoverables under these treaties are collateralized.

Property Reinsurance
The property catastrophe treaty, which covers both our standard market and E&S business, was renewed effective January 1, 
2017.  The current treaty structure remains the same, providing total coverage of $685 million in excess of $40 million.  The 
annual aggregate limit net of our co-participation is approximately $1.0 billion for 2017.  We also renewed the separate 
catastrophe treaty of $35 million in excess of $5 million that covers events outside of our standard lines footprint, in support of 
our growing E&S property book.  We expect the overall catastrophe ceded premium for 2017 to be similar to 2016, although 
down modestly on a risk-adjusted basis.  As our need for catastrophe reinsurance increases, we seek ways to minimize credit 
risk inherent in a reinsurance transaction by dealing with highly-rated reinsurance partners and purchasing collateralized 
reinsurance products, particularly for high severity, low-probability events.  The current reinsurance program includes $201 
million in collateralized limit, primarily in the top layer of the catastrophe program.  

We continue to assess our property catastrophe exposure aggregations, modeled results, and effects of growth on our property 
portfolio, and strive to manage our exposure to individual large events balanced against the cost of reinsurance protections.

Although we model various catastrophic perils, due to our geographic spread, the risk of hurricane continues to be the most 
significant natural catastrophe peril to which our portfolio is exposed.  Below is a summary of the largest five actual hurricane 
losses that we experienced in the past 25 years:

($ in millions)

Hurricane Name
Superstorm Sandy

Hurricane Irene

Hurricane Hugo

Hurricane Isabel

Hurricane Floyd

Actual Gross Loss
125.4 1

44.8

26.4

25.1

14.5

Net Loss2

45.5

40.2

3.0

15.7

14.5

Accident
Year

2012

2011

1989

2003

1999

 1 This amount represents reported and unreported gross losses estimated as of December 31, 2016.
 2  Net loss does not include reinstatement premiums, taxes, or flood claims handling fees.

We use the results of the Risk Management Solutions and AIR Worldwide models in our review of exposure to hurricane risk.  
Each of these third party vendors provide two views of the modeled results as follows:  (i) a long-term view that closely relates 
modeled event frequency to historical hurricane activity; and (ii) a medium-term view that adjusts historical frequencies to 
reflect higher expectations of hurricane activity in the North Atlantic Basin.  We believe that modeled estimates provide a range 
of potential outcomes and we review multiple estimates for purposes of understanding our catastrophic risk.  The following 

59

table provides modeled hurricane results based on a blended view of the four models for the Insurance Subsidiaries' combined 
property book as of July 2016:

Occurrence Exceedence Probability

Four-Model Blend

($ in thousands)

4.0% (1 in 25 year event)

2.0% (1 in 50 year event)

1.0% (1 in 100 year event)

0.67% (1 in 150 year event)

0.5% (1 in 200 year event)

0.4% (1 in 250 year event)

0.2% (1 in 500 year event)
1 Losses are after tax and include applicable reinstatement premium.
2 Equity as of December 31, 2016.

Gross
Losses

$124,207

224,781

386,755

515,584

631,404

704,793

1,029,687

Net 
Losses1

29,215

31,598

37,091

41,964

47,636

52,893

251,137

Net Losses 
as a Percent of 
Equity2

2%

2

2

3

3

3

16

Our current catastrophe reinsurance program exhausts at a 1 in 265 year return period, or events with 0.38% probability, based 
on a multi-model view of hurricane risk.  Our actual gross and net losses incurred from U.S. landfalling hurricanes will vary, 
perhaps materially, from our estimated modeled losses.

The property excess of loss treaty, which covers both our standard market and E&S business, was renewed on July 1, 2016 with 
an additional layer also renewed on January 1, 2017.  The major terms of these treaties are consistent with the prior year.  The 
details of the current year treaty are included in the table below. 

The following is a summary of our property reinsurance treaties and arrangements covering our Insurance Subsidiaries:

PROPERTY REINSURANCE ON INSURANCE PRODUCTS

Treaty Name

Reinsurance Coverage

Terrorism Coverage

Property Catastrophe 
Excess of Loss
(covers all insurance 
segments)

$685 million above $40 million retention in four layers:

   - 80% of losses in excess of $40 million up to 
      $100 million;

  -  95% of losses in excess of $100 million up to 
      $225 million;

  -  95% of losses in excess of $225 million up to 
      $475 million; and

  -  90% of losses in excess of $475 million up 
      to $725 million.

    - The treaty provides one reinstatement per layer 
       for the first three layers and no reinstatements 
       on the fourth layer. The annual aggregate limit 
       is $1.0 billion, net of the Insurance 
       Subsidiaries' co-participation.

All nuclear, biological, chemical, and radioactive ("NBCR") 
losses are excluded regardless of whether or not they are 
certified under TRIPRA.  Non-NBCR losses are covered to 
the same extent as non-terrorism losses.  Please see Item 1A. 
“Risk Factors.” of this Form 10-K for discussion regarding 
TRIPRA.

Property Excess of Loss
(covers all insurance 
segments)

$58 million above $2 million retention covering 100% in 
three layers. Losses other than TRIPRA certified losses are 
subject to the following reinstatements and annual aggregate 
limits:

    - $8 million in excess of $2 million layer 
      provides unlimited reinstatements; 

    - $30 million in excess of $10 million layer 
       provides three reinstatements, $120 million in 
       aggregate limits; and

    - $20 million in excess of $40 million layer 
     provides approximately $76 million in aggregate limits.

All NBCR losses are excluded regardless of whether or not 
they are certified under TRIPRA.  For non-NBCR losses, the 
treaty distinguishes between acts committed on behalf of 
foreign persons or foreign interests ("Foreign Terrorism") and 
those that are not.  The treaty provides annual aggregate limits 
for Foreign Terrorism (other than NBCR) acts of $24 million 
for the first layer and $60 million for the second layer and for 
the third layer approximately $36 million in annual aggregate 
limits. Non-foreign terrorism losses (other than NBCR) are 
covered to the same extent as non-terrorism losses.

Flood

100% reinsurance by the federal government’s WYO 
Program.

None

60

 
 
Casualty Reinsurance
The casualty excess of loss treaty, which covers both our standard market and E&S business, was renewed on July 1, 2016 and 
is effective through June 30, 2017, with substantially the same terms as the expiring treaty.  The details of the current year 
treaty are included in the table below.  

The following is a summary of our casualty reinsurance treaties and arrangements covering our Insurance Subsidiaries:

CASUALTY REINSURANCE ON INSURANCE PRODUCTS

Treaty Name

Reinsurance Coverage

Terrorism Coverage

Casualty Excess of Loss
(covers all insurance 
segments)

There are six layers covering 100% of $88 million in excess 
of $2 million. Losses other than terrorism losses are subject to 
the following reinstatements and annual aggregate limits:

All NBCR losses are excluded. All other losses stemming
from the acts of terrorism are subject to the following
reinstatements and annual aggregate limits:

    - $3 million in excess of $2 million layer 
      with $72 million annual aggregate limit; 

    - $7 million in excess of $5 million layer 
      with $35 million annual aggregate limit; 

    - $9 million in excess of $12 million layer 
      with $27 million annual aggregate limit; 

    - $9 million in excess of $21 million layer 
      with $18 million annual aggregate limit; 

    - $20 million in excess of $30 million layer 
      with $40 million annual aggregate limit; 

    - $40 million in excess of $50 million layer 
      with $80 million annual aggregate limit; 

Montpelier Re Quota 
Share and Loss 
Development Cover
(covers E&S Lines)

As part of the acquisition of MUSIC we entered into several 
reinsurance agreements that together provide protection for 
losses on policies written prior to the acquisition and any 
development on reserves established by MUSIC as of the date 
of acquisition.  The reinsurance recoverables under these 
treaties are 100% collateralized.  Montpelier Re was acquired 
by Endurance Specialty on December 29, 2015.

    - $3 million in excess of $2 million layer with
      $15 million net annual terrorism aggregate limit;

    - $7 million in excess of $5 million layer with
      $28 million net annual terrorism aggregate limit;

    - $9 million in excess of $12 million layer with
      $27 million net annual terrorism aggregate limit;

    - $9 million in excess of $21 million layer with
      $18 million net annual terrorism aggregate limit;

    - $20 million in excess of $30 million layer with
      $40 million net annual terrorism aggregate limit;

    - $40 million in excess of $50 million layer with
      $80 million net annual terrorism aggregate limit;

Provides full terrorism coverage including NBCR.

We have other reinsurance treaties that we do not consider core to our reinsurance program, such as our Surety and Fidelity 
Excess of Loss Reinsurance Treaty, National Workers Compensation Reinsurance Pool Quota Share, which covers business 
assumed from the involuntary workers compensation pool, a property catastrophe excess of loss treaty covering losses outside 
of our standard lines footprint states, and our Equipment Breakdown Coverage Reinsurance Treaty. 

We regularly reevaluate our overall reinsurance program and try to develop effective ways to manage transfer of risk.  Our 
analysis is based on a comprehensive process that includes periodic analysis of modeling results, aggregation of exposures, 
exposure growth, diversification of risks, limits written, projected reinsurance costs, financial strength of reinsurers, and 
projected impact on earnings, equity, and statutory surplus.  We strive to balance sometimes opposing considerations of 
reinsurer credit quality, price, terms, and our appetite for retaining a certain level of risk.

Investments
The primary objective of the investment portfolio is to maximize after-tax investment income while balancing risk and 
generating long-term growth in shareholder value.  Our investment philosophy includes certain return and risk objectives for 
the fixed income, equity, and other investment portfolios.  After-tax yield and income generation are key drivers to our 
investment strategy, which has historically been balanced with a long-term “buy-and-hold,” low turnover approach.

During 2016, we determined that a more active management approach to our investment portfolio was appropriate to maximize 
the risk-adjusted after-tax income and total return of the portfolio, while maintaining a similar level of credit quality and 
duration risk.  We evaluated our previous buy-and-hold low turnover approach in the context of the current market 
environment, and concluded that a change was appropriate to more effectively diversify, navigate, and manage the portfolio in 
response to a persistently low and volatile interest rate environment, the potential for rising inflation, and an uncertain political 
and tax landscape.

To execute on this revised approach, we hired several new investment managers who were on-boarded in the fourth quarter of 
2016.  We modestly increased our exposure to below investment grade fixed income securities, private equity, and private 
credit strategies to further diversity our allocation within risk assets, which principally includes public equities, high-yield fixed 
income securities, and private equity, in conjunction with repositioning the portfolio to a long-term target risk asset allocation 
of approximately 10% of total invested assets.  While our approach to managing the investment portfolio has changed, our core 
investment philosophy has not changed.  We remain focused on diversification, capital preservation, investment quality, and 
liquidity to meet our needs and obligations.

61

Total Invested Assets

($ in thousands)

Total invested assets

Invested assets per dollar of stockholders' equity

Unrealized gain – before tax

Unrealized gain – after tax

2016

2015

Change

$

5,364,947

3.50

64,803

42,122

5,089,269

3.64

69,224

44,996

5%

(4)

(6)

(6)

The increase in our investment portfolio at December 31, 2016 compared with year-end 2015 was primarily driven by 
operating cash flow of $301.8 million, partially offset by a decrease in unrealized gains of $4.4 million.  The $4.4 million 
change in unrealized gains was comprised of a $12.6 million increase in unrealized gains in our equity portfolio offset by a 
decrease in unrealized gains in our fixed income securities portfolio of $17 million, which was driven by general interest rate 
movements as seen in the 10-year U.S. Treasury Note, which rose by 17 basis points in 2016.

We structure our portfolio conservatively with a focus on:  (i) asset diversification; (ii) investment quality; (iii) liquidity, 
particularly to meet the cash obligations of our three insurance segments; (iv) consideration of taxes; and (v) preservation of 
capital.  We believe that we have a high quality and liquid investment portfolio.  The breakdown of our investment portfolio is 
as follows:

As of December 31,

Fixed income securities:

U.S. government obligations
Foreign government obligations
State and municipal obligations
Corporate securities1
Mortgage-backed securities (“MBS”)
Collateralized loan obligations ("CLO") and other asset-backed securities ("ABS")

Total fixed income securities

2016

2015

2 %
1
27
37
15
10
92

2
—
30
38
16
5
91

Equity securities:
Common stock
Preferred stock1

Total equity securities

4
—
4
4
Short-term investments
1
Other investments
100
Total
1Included $68.2 million of preferred stock within corporate securities and $16.1 million of preferred stock within equity securities.  In aggregate, these account 
for approximately 2% of invested assets at December 31, 2016.

2
—
2
4
2
100 %

Fixed Income Securities
The effective duration of the fixed income securities portfolio as of December 31, 2016 was 3.6 years, including short-term 
investments, compared to the Insurance Subsidiaries’ liability duration of approximately 4.0 years.  The current duration of the 
fixed income securities portfolio is within our historical range, and is monitored and managed to maximize yield while 
managing interest rate risk at an acceptable level.  We maintain a well-diversified portfolio across sectors, credit quality, and 
maturities that affords us ample liquidity.  Every purchase or sale is made with the intent of maximizing risk-adjusted 
investment returns in the current market environment while balancing capital preservation. 

Our fixed income securities portfolio maintained a weighted average credit rating of AA- as of December 31, 2016 with 97% 
and 99% of the securities within the portfolio being investment grade quality at December 31, 2016 and December 31, 2015, 
respectively.  For further details on how we manage overall credit quality and the various risks to which our portfolio is subject, 
see Item 7A. “Quantitative and Qualitative Disclosures About Market Risk.” of this Form 10-K.

62

Unrealized/Unrecognized Losses
Held-to-maturity ("HTM") fixed income securities were in an unrealized/unrecognized loss position of $0.2 million at 
December 31, 2016.  Available-for-sale ("AFS") fixed income securities that were in an unrealized loss position at 
December 31, 2016 by contractual maturity are shown below.  MBS are included in the maturity tables using the estimated 
average life of each security.  Expected maturities may differ from contractual maturities because issuers may have the right to 
call or prepay obligations with or without call or prepayment penalties.

Contractual Maturities

($ in thousands)

Available-for-sale ("AFS") fixed income securities:

Amortized Cost

Fair Value

Unrealized Loss

One year or less

Due after one year through five years

Due after five years through ten years

Due after ten years

Total

$

$

24,522

520,626

740,795

85,752

24,349

517,830

730,764

83,355

1,371,695

1,356,298

(173)

(2,796)

(10,031)

(2,397)

(15,397)

We have reviewed securities in an unrealized/unrecognized loss position in accordance with our OTTI policy as discussed 
previously in Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary 
Data." of this Form 10-K.  For qualitative information regarding our conclusions as to why these impairments are deemed 
temporary, see Note 5. “Investments” in Item 8. “Financial Statements and Supplementary Data.” of this Form 10-K.

Net Investment Income
The components of net investment income earned were as follows: 

($ in thousands)

Fixed income securities

Equity securities

Short-term investments

Other investments

Investment expenses

Net investment income earned – before tax

Net investment income tax expense

Net investment income earned – after tax

Effective tax rate

Annual after-tax yield on fixed income securities

Annual after-tax yield on investment portfolio

2016

2015

2014

$

129,306

7,368

686

2,940

(9,546)

130,754

32,349

98,405

24.7%

2.0

1.9

$

123,230

9,161

112

(1,890)

(9,297)

121,316

27,480

93,836

22.7

2.1

1.9

126,489

7,449

66

13,580

(8,876)

138,708

34,501

104,207

24.9

2.2

2.2

The $9.4 million increase in investment income before tax in 2016, compared to 2015, was primarily attributable to increases in 
fixed income securities of $6.1 million and in other investment income of $4.8 million.  Returns on fixed income securities 
increased due to a higher asset base of which 2016 fixed income securities reflected and increased allocation to taxable asset 
classes with a 3% reduction to the tax advantaged asset classes.  Other investments increased due to improvement in our 
energy-related and private equity limited partnerships.  The increase in net investment income after-tax attributable to our 
taxable fixed income securities and our other investments led to an overall increase in our effective tax rate of 200 basis points.

The $17.4 million decrease in investment income before tax in 2015, compared to 2014, was primarily attributable to a 
decrease in other investment income of $15.5 due to lower returns on the alternative investments within the other investments 
portfolio.  In particular, our energy-related limited partnerships were negatively impacted by declining oil prices.  Additionally, 
lower reinvestment yields on our fixed income securities portfolio continued to put pressure on investment income.  In 2015, 
bonds that matured or were sold, valued at $735.6 million, had yields that averaged 3.3% pre-tax, while new purchases of $1.0 
billion had an average pre-tax yield of 2.4%.

63

 
Realized Gains and Losses
Our general philosophy for sales of securities is to reduce our exposure to securities and sectors based on economic evaluations
and when the fundamentals for that security or sector have deteriorated, or to opportunistically trade out of securities to other
securities with better economic return characteristics.  Net realized (losses)/gains for the indicated periods were as follows:

($ in thousands)

Net realized gains, excluding OTTI

OTTI

Total net realized (losses) gains

2016

2015

2014

$

$

3,562

(8,499)

(4,937)

31,537

(18,366)

13,171

37,703

(11,104)

26,599

We regularly review our entire investment portfolio for declines in fair value.  If we believe that a decline in the value of a 
particular investment is other than temporary, we record it as an OTTI through realized losses in earnings for the credit-related 
portion and through unrealized losses in OCI for the non-credit related portion for fixed income securities.  If there is a decline 
in fair value of an equity security that we do not intend to hold or if we determine the decline is other than temporary, we write 
down the cost of the investment to fair value and record the charge through earnings as a component of realized losses.

For a discussion of our realized gains and losses as well as our OTTI methodology, see Note 2. “Summary of Significant 
Accounting Policies” in Item 8. “Financial Statements and Supplementary Data.” of this Form 10-K.  In addition, for 
qualitative information regarding these charges, see Note 5. “Investments” in Item 8. “Financial Statements and Supplementary 
Data.” of this Form 10-K.

Federal Income Taxes
The following table provides information regarding federal income taxes.

($ in millions)

Federal income tax expense

Effective tax rate

2016

2015

2014

$

61.5

27.9%

66.8

28.7

55.3

28.1

The effective tax rate in the table above differs from the statutory tax rate of 35% primarily because of tax-advantaged interest 
and dividend income.  The contribution of this tax-advantaged income to overall pre-tax income remained relatively stable in 
2014 through 2016 and, as a result, there is not a significant variance in our overall effective tax rate during these periods.

We believe that our future effective tax rate will continue to be impacted by similar items, assuming no significant changes to 
tax laws.  However, the U.S. federal income tax structure is currently under significant debate as a result of the recent 
Presidential election.  We are unable to provide an estimate of the magnitude of potential changes.  However, one impact, 
amongst the potential for many, would be if the corporate tax rate were to be reduced to a rate between 15% and 20%, this 
would result in a revaluation of our current deferred tax asset from approximately $85 million to approximately $36 million to 
$49 million, all else remaining equal.

For a reconciliation of our effective tax rate to the statutory rate of 35%, see Note 13. “Federal Income Taxes” in Item 8. 
“Financial Statements and Supplementary Data.” of this Form 10-K.

Financial Condition, Liquidity, and Capital Resources
Capital resources and liquidity reflect our ability to generate cash flows from business operations, borrow funds at competitive 
rates, and raise new capital to meet operating and growth needs.

Liquidity
We manage liquidity with a focus on generating sufficient cash flows to meet the short-term and long-term cash requirements 
of our business operations.  Our cash and short-term investment position of $222 million at December 31, 2016 was comprised 
of $18 million at Selective Insurance Group, Inc. (the “Parent”) and $204 million at the Insurance Subsidiaries.  Short-term 
investments are generally maintained in "AAA" rated money market funds approved by the National Association of Insurance 
Commissioners ("NAIC").  The Parent maintains an investment portfolio containing high-quality, highly-liquid government and 
corporate fixed income securities.  This portfolio amounted to $74 million at December 31, 2016, compared to $62 million at 
December 31, 2015.

64

 
 
 
 
Sources of Liquidity
Sources of cash for the Parent have historically consisted of dividends from the Insurance Subsidiaries, the investment portfolio 
discussed above, borrowings under lines of credit and loan agreements with certain Insurance Subsidiaries, and the issuance of 
stock and debt securities.  We continue to monitor these sources, giving consideration to our long-term liquidity and capital 
preservation strategies.

Insurance Subsidiary Dividends
The Insurance Subsidiaries paid $61 million in dividends to the Parent in 2016.  As of December 31, 2016, our allowable 
ordinary maximum dividend is $193 million for 2017.

Any dividends to the Parent are subject to the approval and/or review of the insurance regulators in the respective Insurance 
Subsidiaries' domiciliary states and are generally payable only from earned surplus as reported in the statutory annual 
statements of those subsidiaries as of the preceding December 31.  Although past dividends have historically been met with 
regulatory approval, there is no assurance that future dividends that may be declared will be approved.  For additional 
information regarding dividend restrictions, refer to Note 19. “Statutory Financial Information, Capital Requirements, and 
Restrictions on Dividends and Transfers of Funds” in Item 8. “Financial Statements and Supplementary Data.” of this Form 
10-K.

The Insurance Subsidiaries generate liquidity through insurance float, which is created by collecting premiums and earning 
investment income before losses are paid.  The period of the float can extend over many years.  Our investment portfolio 
consists of maturity dates that continually provide a source of cash flow for claims payments in the ordinary course of business.  
The effective duration of the fixed income securities portfolio, including short-term investments, was 3.6 years as of 
December 31, 2016, while the liabilities of the Insurance Subsidiaries have a duration of 4.0 years.  As protection for the capital 
resources at the Insurance Subsidiaries, we purchase reinsurance coverage for any significantly large claims or catastrophes that 
may occur during the year.

Line of Credit
The Parent's line of credit with Wells Fargo Bank, National Association, as administrative agent, and Branch Banking and Trust 
Company (BB&T) (referred to as our "Line of Credit"), was renewed effective December 1, 2015 with a borrowing capacity of 
$30 million, which can be increased to $50 million with the approval of both lending partners.  This Line of Credit expires on 
December 1, 2020 and has an interest rate which varies and is based on, among other factors, the Parent's debt ratings.

For information regarding the Line of Credit agreement and corresponding representations, warranties, and covenants, refer to 
Note 10. “Indebtedness” in Item 8. “Financial Statements and Supplementary Data.” of this Form 10-K.

Several of our Insurance Subsidiaries are members of certain branches of the Federal Home Loan Bank, which provides those 
subsidiaries with additional access to liquidity.  Membership is as follows:

Branch

Insurance Subsidiary Member

Federal Home Loan Bank of Indianapolis ("FHLBI")

Federal Home Loan Bank of New York ("FHLBNY")

SICSC1
SICSE1

SICA

SICNY

1These subsidiaries are jointly referred to as the "Indiana Subsidiaries" as they are domiciled in Indiana.

The Line of Credit permits aggregate borrowings from the FHLBI and the FHLBNY up to 10% of the respective member 
company’s admitted assets for the previous year.  Additionally, the FHLBNY limits borrowings by SICA and SICNY to 5% of 
admitted assets for the previous year.  All borrowings from both the FHLBI and the FHLBNY are required to be secured by 
investments pledged as collateral.  For additional information regarding collateral outstanding, refer to Note 5. "Investments" in 
Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

65

The following table provides information on the remaining capacity for Federal Home Loan Bank borrowings based on these 
restrictions, as well as the amount of additional stock that would need to be purchased to allow these member companies to 
borrow their remaining capacity: 

($ in millions)

As of December 31, 2016

SICSC

SICSE

SICA

SICNY

Total

Admitted 
Assets
as of 
December 31, 
2016

$

644.9

$

490.7

2,314.2

424.3

$

Borrowing
Limitation

Amount
Borrowed

Remaining
Capacity

Additional
Stock
Requirements

64.5

49.1

115.7

21.2

250.5

32.0

28.0

50.0

—

110.0

32.5

21.1

65.7

21.2

140.5

1.4

0.9

3.0

1.0

6.3

Intercompany Loan Agreements
The Parent has lending agreements with the Indiana Subsidiaries that have been approved by the Indiana Department of 
Insurance, which provide additional liquidity to the Parent.  Similar to the Line of Credit agreement, these lending agreements 
limit borrowings by the Parent from the Indiana Subsidiaries to 10% of the admitted assets of the respective Indiana Subsidiary.  
The following table provides information on the Parent’s borrowings and remaining borrowing capacity from the Indiana 
Subsidiaries:

($ in millions)

As of December 31, 2016

SICSC

SICSE

Total

Admitted 
Assets
as of 
December 31, 
2016

Borrowing
Limitation

Amount
Borrowed

Remaining
Capacity

$

644.9

490.7

$

$

64.5

49.1

113.6

27.0

18.0

45.0

37.5

31.1

68.6

Short-term Borrowings
There were no balances outstanding under the Line of Credit at December 31, 2016 or at any time during 2016.  During 2016, 
SICA borrowed an aggregate of $105 million from the FHLBNY, of which $55 million has already matured and has been paid.
For additional information regarding other borrowings, see Note 10. "Indebtedness" in Item 8. "Financial Statements and 
Supplementary Data." of this Form 10-K.

Capital Market Activities
The Parent had no private or public issuances of stock or debt instruments during 2016.

Uses of Liquidity
The liquidity generated from the sources discussed above is used, among other things, to pay dividends to our shareholders.  
Dividends on shares of the Parent's common stock are declared and paid at the discretion of the Board of Directors based on 
our operating results, financial condition, capital requirements, contractual restrictions, and other relevant factors.  In October 
2016, our Board of Directors approved an increase in the quarterly cash dividend, to $0.16 from $0.15 per share.

Our ability to meet our interest and principal repayment obligations on our debt, as well as our ability to continue to pay 
dividends to our stockholders, is dependent on liquidity at the Parent coupled with the ability of the Insurance Subsidiaries to 
pay dividends, if necessary, and/or the availability of other sources of liquidity to the Parent.  Our next two principal 
repayments, each in the amount of $25 million, are due in 2021, with the next following principal payment due in 2026.  

Restrictions on the ability of the Insurance Subsidiaries to declare and pay dividends, without alternative liquidity options, 
could materially affect our ability to service debt and pay dividends on common stock.

Capital Resources
Capital resources provide protection for policyholders, furnish the financial strength to support the business of underwriting 
insurance risks, and facilitate continued business growth.  At December 31, 2016, we had GAAP stockholders’ equity of $1.5 
billion and statutory surplus of $1.6 billion.  With total debt of $439 million, our debt-to-capital ratio was approximately 22%. 

Our cash requirements include, but are not limited to, principal and interest payments on various notes payable, dividends to 
stockholders, payment of claims, payment of commitments under limited partnership agreements and capital expenditures, as 

66

 
well as other operating expenses, which include commissions to our distribution partners, labor costs, premium taxes, general 
and administrative expenses, and income taxes.  For further details regarding our cash requirements, refer to the section below 
entitled, “Contractual Obligations, Contingent Liabilities, and Commitments.”

We continually monitor our cash requirements and the amount of capital resources that we maintain at the holding company 
and operating subsidiary levels.  As part of our long-term capital strategy, we strive to maintain capital metrics, relative to the 
macroeconomic environment, that support our targeted financial strength.  Based on our analysis and market conditions, we 
may take a variety of actions, including, but not limited to, contributing capital to the Insurance Subsidiaries in our insurance 
segments, issuing additional debt and/or equity securities, repurchasing shares of the Parent’s common stock, and increasing 
stockholders’ dividends.

Our capital management strategy is intended to protect the interests of the policyholders of the Insurance Subsidiaries and our 
stockholders, while enhancing our financial strength and underwriting capacity.

Book value per share increased to $26.42 as of December 31, 2016, from $24.37 as of December 31, 2015, primarily due to 
$2.70 in net income, partially offset by $0.61 paid in dividends to our shareholders.  

Off-Balance Sheet Arrangements
At December 31, 2016 and December 31, 2015, we did not have any material relationships with unconsolidated entities or 
financial partnerships, such entities often referred to as structured finance or special purpose entities, which would have been 
established for the purpose of facilitating off-balance sheet arrangements or for other contractually narrow or limited purposes. 
As such, we are not exposed to any material financing, liquidity, market, or credit risk that could arise if we had engaged in 
such relationships.

Contractual Obligations, Contingent Liabilities, and Commitments
As discussed in the “Reserves for Losses and Loss Expenses” section in the "Critical Accounting Policies and Estimates" 
section of this MD&A, we maintain case reserves and estimates of reserves for losses and loss expenses IBNR, in accordance 
with industry practice.  Using generally accepted actuarial reserving techniques, we project our estimate of ultimate losses and 
loss expenses at each reporting date. 

Given that the losses and loss expense reserves are estimates, as described in detail under the “Critical Accounting Policies and 
Estimates” section of this MD&A, the payment of actual losses and loss expenses is generally not fixed as to amount or timing.  
Due to this uncertainty, financial accounting standards prohibit us from discounting these reserves to their present value.  
Additionally, estimated losses as of the financial statement date do not consider the impact of estimated losses from future 
business.  Therefore, the projected settlement of the reserves for net losses and loss expenses will differ, perhaps significantly, 
from actual future payments.

The projected paid amounts in the table below by year are estimates based on past experience, adjusted for the effects of current 
developments and anticipated trends, and include considerable judgment.  There is no precise method for evaluating the impact 
of any specific factor on the projected timing of when loss and loss expense reserves will be paid and as a result, the timing and 
amounts of the actual payments will be affected by many factors.  Care must be taken to avoid misinterpretation by those 
unfamiliar with this information or familiar with other data commonly reported by the insurance industry.

Our future cash payments associated with contractual obligations pursuant to operating and capital leases, debt, interest on debt 
obligations, and losses and loss expenses as of December 31, 2016 are summarized below:

Contractual Obligations

($ in millions)

Operating leases
Capital leases
Notes payable
Interest on debt obligations
Subtotal

Gross losses and loss expense payments
Ceded losses and loss expense payments
Net losses and loss expense payments

Total

Payment Due by Period

Total

Less than
1 year

1-3
years

3-5
years

More than
5 years

$

34.4
6.3
445.0
500.5
986.2

3,691.7
611.2
3,080.5

$

4,066.7

67

9.1
4.0
—
23.8
36.9

969.6
180.4
789.2

826.1

13.3
2.3
—
47.7
63.3

1,115.9
139.9
976.0

1,039.3

7.3
—
50.0
47.5
104.8

562.9
77.3
485.6

590.4

4.7
—
395.0
381.5
781.2

1,043.3
213.6
829.7

1,610.9

 
 
 
 
See the “Short-term Borrowings” section above for a discussion of our syndicated Line of Credit agreement.

At December 31, 2016, we had contractual obligations that expire at various dates through 2030 that may require us to invest 
up to an additional $143.7 million in alternative and other investments.  There is no certainty that any such additional 
investment will be required.  We have issued no material guarantees on behalf of others and have no trading activities involving 
non-exchange traded contracts accounted for at fair value.  We have no material transactions with related parties other than 
those disclosed in Note 16. “Related Party Transactions” included in Item 8. “Financial Statements and Supplementary Data.” 
of this Form 10-K.

Ratings
We are rated by major rating agencies that issue opinions on our financial strength, operating performance, strategic position, 
and ability to meet policyholder obligations.  We believe that our ability to write insurance business is most influenced by our 
rating from A.M. Best.  In the third quarter of 2016, A.M. Best reaffirmed our rating of "A (Excellent)," their third highest of 13 
financial strength ratings with a "stable" outlook.  The rating reflects A.M. Best's view that we have an excellent level of risk-
adjusted capitalization, targeted regional markets with strong distribution partner relationships, and consistently profitable 
operating performance.  We have been rated "A" or higher by A.M. Best for the past 86 years.  A downgrade from A.M. Best to 
a rating below “A-” is an event of default under our Line of Credit and could affect our ability to write new business with 
customers and/or distribution partners, some of whom are required (under various third-party agreements) to maintain 
insurance with a carrier that maintains a specified A.M. Best minimum rating.

Ratings by other major rating agencies are as follows:

• 

• 

Fitch Ratings ("Fitch") - Our "A+" Rating was reaffirmed in the third quarter of 2016 with a "stable"outlook by Fitch.  
In taking this action, Fitch cited our strong underwriting results, solid capitalization with growth in stockholders' 
equity, stable leverage metrics, and improved interest coverage metrics.

S&P Global Ratings ("S&P") -  During the fourth quarter of 2016, S&P upgraded our financial strength rating to "A" 
from "A-" with a stable outlook.  This rating change reflects S&P's view of our strong business risk profile and strong 
financial risk profile, built on our strong competitive position and very strong capital and earnings.  In addition, our 
stable outlook reflects S&P's expectation that we will sustain our strong competitive position and operating 
performance.

•  Moody's Investor Service ("Moody's") - Our "A2" financial strength rating was reaffirmed in the second quarter of 
2015 by Moody's.  In taking this action, Moody's cited our solid regional franchise with established independent 
agency support, solid risk adjusted capitalization, strong invested asset quality, and good underwriting profitability.  
The outlook was revised to stable from negative, reflecting Moody's view of our improved profitability as a result of 
our stronger price adequacy in commercial lines, re-underwriting initiatives, and claims processing improvements.

Our S&P, Moody's, and Fitch financial strength and associated credit ratings affect our ability to access capital markets.  The 
interest rate on our Line of Credit varies and is based on, among other factors, the Parent's debt ratings.  There can be no 
assurance that our ratings will continue for any given period or that they will not be changed.  It is possible that positive or 
negative ratings actions by one or more of the rating agencies may occur in the future.

Item 7A. Quantitative and Qualitative Disclosures About Market Risk.

Market Risk
The fair value of our assets and liabilities are subject to market risk, primarily interest rate, credit risk, and equity price risk 
related to our investment portfolio as well as fluctuations in the value of our alternative investment portfolio.  The allocation of 
our portfolio was 92% fixed income securities, 2% equity securities, 4% short-term investments, and 2% other investments as 
of December 31, 2016.  We do not hold derivative or commodity investments.  Foreign investments are made on a limited 
basis, and all fixed income transactions are denominated in U.S. currency.  We have minimal foreign currency fluctuation risk.  
For a discussion of our investment objective and philosophy, see the "Investments" section of Item 7. "Management's 
Discussion and Analysis of Financial Condition and Results of Operations." of this Form 10-K.

We manage our investment portfolio to mitigate risks associated with various financial market scenarios.  We will, however, 
take prudent risk to enhance our overall long-term results while managing a conservative, well-diversified investment portfolio 
to support our underwriting activities.

68

 
 
 
 
 
Interest Rate Risk

Investment Portfolio
We invest in interest rate-sensitive securities, mainly fixed income securities.  Our fixed income securities portfolio is 
comprised of primarily investment grade (investments receiving S&P or an equivalent rating of BBB- or above) corporate 
securities, U.S. government and agency securities, municipal obligations, and MBS.  Our strategy to manage interest rate risk is 
to purchase intermediate-term fixed income investments that are attractively priced in relation to perceived credit risks. 

Our exposure to interest rate risk relates primarily to the market price and cash flow variability associated with changes in 
interest rates.  As our fixed income securities portfolio contains interest rate-sensitive instruments, it may be adversely affected 
by changes in interest rates resulting from governmental monetary policies, domestic and international economic and political 
conditions, and other factors beyond our control.  A rise in interest rates will decrease the fair value of our existing fixed 
income investments and a decline in interest rates will result in an increase in the fair value of our existing fixed income 
investments.  However, new and reinvested money used to purchase fixed income securities would benefit from rising interest 
rates and would be negatively impacted by falling interest rates.  

We seek to mitigate our interest rate risk associated with holding fixed income investments by monitoring and maintaining the 
effective duration of our portfolio with a view toward achieving an adequate after-tax return without subjecting the portfolio to 
an unreasonable level of interest rate risk.  The effective duration of the fixed income securities portfolio at December 31, 2016 
remained stable at 3.6 years, including short-term investments, compared to a year ago.  The current duration is within our 
historical range, and is monitored and managed to maximize yield while managing interest rate risk at an acceptable level.  The 
Insurance Subsidiaries’ liability duration is approximately 4.0 years.  

We use an interest rate sensitivity analysis to measure the potential loss or gain in future earnings, fair values, or cash flows of 
market sensitive fixed income securities.  The sensitivity analysis hypothetically assumes an instant parallel 200 basis point 
shift in interest rates up and down in 100 basis point increments from the date of the Financial Statements.  We use fair values 
to measure the potential loss.  This analysis is not intended to provide a precise forecast of the effect of changes in market 
interest rates and equity prices on our income or stockholders’ equity.  Further, the calculations do not take into account any 
actions we may take in response to market fluctuations, and do not take into account changes to credit spreads, liquidity 
spreads, and other risk factors which may also impact the value of the fixed income portfolio.

The following table presents the sensitivity analysis of interest rate risk as of December 31, 2016: 

($ in thousands)

HTM fixed income securities

Fair value of HTM fixed income securities portfolio

$

Fair value change

Fair value change from base (%)

AFS fixed income securities

2016
 Interest Rate Shift in Basis Points

-200

-100

0

100

200

108,081

2,869

106,993

1,782

2.73%

1.69%

105,211

103,401

(1,810)

(1.72)%

101,563

(3,649)

(3.47)%

Fair value of AFS fixed income securities portfolio

$

5,094,678

302,138

4,963,644

171,104

6.30%

3.57%

4,792,540

4,610,774

4,420,642

(181,766)

(371,898)

(3.79)%

(7.76)%

Fair value change

Fair value change from base (%)

Pension and Post-Retirement Benefit Plan Obligation
Our pension and post-retirement benefit obligations and related costs are calculated using actuarial methods within the 
framework of U.S. GAAP.  The discount rate assumption is an important element of expense and/or liability measurement.  
Changes in the discount rate assumption could materially impact our pension and post-retirement life valuation in the future.  
For additional information regarding our discount rate selection, refer to Note 14. "Retirement Plans" in Item 8. “Financial 
Statements and Supplementary Data.” of this Form 10-K.

Credit Risk
Our most significant credit risk is within our fixed income security portfolio, which had an overall credit quality of “AA-” as of 
December 31, 2016 and December 31, 2015.  Exposure to non-investment grade bonds represented approximately 3% and 1% 
of the total fixed income securities portfolio at December 31, 2016 and 2015, respectively.

69

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The following table summarizes the fair value, carry value, net unrealized/unrecognized gain (loss) balances, and the weighted 
average credit qualities of our fixed income securities at December 31, 2016 and December 31, 2015:

Total fixed income portfolio

$

4,897.7

4,894.1

December 31, 2016

($ in millions)

U.S. government obligations

Foreign government obligations

State and municipal obligations

Corporate securities

CLO and Other ABS

CMBS

RMBS

December 31, 2015

($ in millions)

U.S. government obligations

Foreign government obligations

State and municipal obligations

Corporate securities

CLO and Other ABS

CMBS

RMBS

Fair
Value

Carry
Value

Unrealized/
Unrecognized
Gain (Loss)

Weighted 
Average
Credit
Quality

$

77.3

26.9

1,459.5

2,021.8

529.0

258.0

525.2

77.3

26.9

1,457.4

2,020.3

529.0

258.0

525.2

$

104.1

15.2

1,541.0

1,922.2

245.2

248.2

541.8

104.1

15.2

1,535.3

1,920.2

245.1

247.9

541.8

2.2

0.3

15.7

22.6

1.1

0.5

0.2

42.6

AAA

A

AA

A-

AA+

AAA

AA+

AA-

4.6

0.3

51.0

9.7

(0.4)

(1.6)

0.6

64.2

AA+

AA-

AA

A-

AAA

AAA

AA+

AA-

Fair
Value

Carry
Value

Unrealized/
Unrecognized
Gain (Loss)

Weighted 
Average
Credit
Quality

  Total fixed income portfolio

$

4,617.7

4,609.6

State and Municipal Obligations
The following table details the top 10 state exposures of the municipal bond portion of our fixed income portfolio at 
December 31, 2016:

State Exposures of Municipal Bonds

($ in thousands)

New York

California
Texas1

Washington

Arizona

Pennsylvania

Florida

Virginia

Massachusetts

Colorado

Other

Pre-refunded/escrowed to maturity bonds

General Obligation

Local

State

Special
Revenue

$

17,929

—

123,385

32,236

37,875

29,806

11,243

—

5,454

26,767

—

22,155

144,042

327,507

26,639

12,503

19,324

12,765

—

37,371

9,116

—

878

—

70,129

162,086

3,248

81,004

63,965

33,980

57,979

23,899

45,042

32,180

48,467

23,901

366,106

899,908

40,121

Fair
Value

141,314

125,743

121,164

76,551

69,222

61,270

59,612

58,947

49,345

46,056

580,277

1,389,501

70,008

% of Total

10%

9%

8%

5%

5%

4%

4%

4%

3%

3%

40%

95%

5%

Total

$ 354,146

165,334

940,029

1,459,509

100%

Weighted Average
Credit Quality

AA

AA-

AA

AA+

AA

AA-

AA

AA+

AA+

AA-

AA

AA

AA+

AA

% of Total Municipal Portfolio
1 Of the $38 million in local Texas general obligation bonds, $14 million represents investments in Texas Permanent School Fund bonds, which are considered 
to have lower risk as a result of the bond guarantee programs that support these bonds. 

100%

65%

24%

11%

Special revenue fixed income securities of municipalities (referred to as “special revenue bonds”) generally do not have the 
“full faith and credit” backing of the municipal or state governments, as do general obligation bonds, but special revenue bonds 
have a dedicated revenue stream for repayment.  For our special revenue bonds, 90% of the dedicated revenue stream is 
comprised of the following:  (i) essential services (47%), which is comprised of transportation, water and sewer, and electric; 
(ii) education (13%), which includes school districts and higher education, including state-wide university systems; and (iii) 

70

 
 
 
 
special tax (30%), which are backed by a dedicated lien on a tax or other revenue repayment source.  As such, we believe our 
special revenue bond portfolio is appropriate for the current environment.

Corporate Securities
For investment-grade corporate bonds, we address the risk of an individual issuers' default by maintaining a diverse portfolio of 
holdings.  The primary risk related to non-investment grade corporate bonds is credit risk.  A weak financial profile can lead to 
rating downgrades from the credit rating agencies, which can put further downward pressure on bond prices.  Valuations on 
these bonds are related more directly to underlying operating performance than to general interest rates.  Our holdings of non-
investment grade corporate bonds represent less than 3% of our overall investment portfolio.

The tables below provide details on our corporate bond holdings at December 31, 2016 and December 31, 2015:

December 31, 2016

($ in millions)

Investment grade

Non-investment grade

Total corporate securities

December 31, 2015

($ in millions)

Investment grade

Non-investment grade

Total corporate securities

Fair
Value

Carry
Value

1,892.4

129.4

2,021.8

1,890.9

129.4

2,020.3

Fair
Value

Carry
Value

1,901.6

20.6

1,922.2

1,899.6

20.6

1,920.2

$

$

$

$

Unrealized/
Unrecognized
Gain (Loss)

21.0

1.6

22.6

Unrealized/
Unrecognized
Gain (Loss)

9.8

(0.2)

9.6

Weighted
Average
Credit
Quality

A-

B+

A-

Weighted
Average
Credit
Quality

A-

BB

A-

MBS Portfolio
To manage and mitigate exposure on our MBS portfolio (CMBS and RMBS), we perform analysis both at the time of purchase 
and as part of the ongoing portfolio evaluation.  This analysis includes review of loan-to-value ratios, geographic spread of the 
assets securing the bond, delinquencies in payments for the underlying mortgages, gains/losses on sales, evaluations of 
projected cash flows, as well as other information that aids in determination of the health of the underlying assets.  We consider 
the overall credit environment, economic conditions, total projected return on the investment, and overall asset allocation of the 
portfolio in our decisions to purchase or sell MBS.

CLO and Other ABS Portfolio
For CLO and other ABS, the primary risk is credit risk.  We manage this risk by evaluating a number of factors, including the 
structuring of the deal, the credit quality of underlying loans or assets, the composition of the underlying portfolio, and the 
track record and capabilities of the portfolio manager.  Key performance metrics, including over collateralization, interest 
coverage, and cash flows, are monitored on an on-going basis.  We consider the overall credit environment, economic 
conditions, total projected return on the investment, and overall asset allocation of the portfolio in our decisions to purchase or 
sell CLO and other ABS.

The tables below provide details on our CLO and other ABS holdings at December 31, 2016 and December 31, 2015:

December 31, 2016

($ in millions)

Investment grade:

CLO

Other ABS

Total investment grade

Non-investment grade:

CLO

Other ABS

Total non-investment grade

Total CLO and other ABS

Fair
Value

Carry
Value

Unrealized/
Unrecognized
Gain (Loss)

Weighted
Average
Credit
Quality

$

$

341.9

170.2

512.1

16.9

—

16.9

529.0

341.9

170.2

512.1

16.9

—

16.9

529.0

0.1

0.2

0.3

0.8

—

0.8

1.1

AAA

AA+

AA+

BB-

—

BB-

AA+

71

 
December 31, 2015

($ in millions)

Investment grade:

CLO

Other ABS

Total investment grade

Non-investment grade:

CLO

Other ABS

Total non-investment grade

Total CLO and other ABS

Fair
Value

Carry
Value

Unrealized/
Unrecognized
Gain (Loss)

Weighted
Average
Credit
Quality

$

21.0

223.9

244.9

—

0.3

0.3

20.9

223.9

244.8

—

0.3

0.3

$

245.2

245.1

(0.1)

(0.4)

(0.5)

—

0.1

0.1

(0.4)

AAA

AAA

AAA

—

CCC

CCC

AAA

Equity Price Risk
Our equity securities portfolio is exposed to risk arising from potential volatility in equity market prices.  We attempt to 
minimize the exposure to equity price risk by maintaining a diversified portfolio and limiting concentrations in any one 
company or industry.  The following table presents the hypothetical increases and decreases in 10% increments in market value 
of the equity portfolio as of December 31, 2016:

($ in thousands)

(30)%

(20)%

(10)%

Fair value of AFS equity portfolio

$

102,727

Fair value change

(44,026)

117,402

(29,351)

132,078

(14,675)

0%

146,753

10%

20%

30%

161,428

14,675

176,104

29,351

190,779

44,026

Change in Equity Values in Percent

In addition to our equity securities, we invest in certain other investments that are also subject to price risk.  Our other 
investments primarily include alternative investments in private limited partnerships that invest in various strategies such as 
private equity, energy/power generation, middle market lending, mezzanine debt, distressed debt, and real estate.  As of 
December 31, 2016, other investments represented 2% of our total invested assets and 7% of our stockholders’ equity.  These 
investments are subject to the risks arising from the fact that their valuation is inherently subjective.  The general partner of 
each of these partnerships usually reports the change in the value of the interests in the partnership on a one quarter lag because 
of the nature of the underlying assets or liabilities.  Since these partnerships' underlying investments consist primarily of assets 
or liabilities for which there are no quoted prices in active markets for the same or similar assets, the valuation of interests in 
these partnerships are subject to a higher level of subjectivity and unobservable inputs than substantially all of our other 
investments.  Each of these general partners is required to determine the partnerships' value by the price obtainable for the sale 
of the interest at the time of determination.  Valuations based on unobservable inputs are subject to greater scrutiny and 
reconsideration from one reporting period to the next and therefore, may be subject to significant fluctuations, which could lead 
to significant decreases from one reporting period to the next.  As we record our investments in these various partnerships 
under the equity method of accounting, any decreases in the valuation of these investments would negatively impact our results 
of operations.

For additional information regarding these alternative investment strategies, see Note 5. “Investments” in Item 8. “Financial 
Statements and Supplementary Data.” of this Form 10-K.

72

 
 
 
 
 
Indebtedness
(a) Long-Term Debt
As of December 31, 2016, we had outstanding long-term debt of $438.7 million that matures as shown in the following table: 

($ in thousands)

Financial liabilities

Long-term debt

1.61% Borrowings from FHLBNY

1.56% Borrowings from FHLBNY

3.03% Borrowings from FHLBI

7.25% Senior Notes

6.70% Senior Notes

5.875% Senior Notes

Subtotal

Unamortized debt issuance costs

Total notes payable

Year of
Maturity

Carrying
Amount

Fair
Value

2016

$

2021

2021

2026

2034

2035

2043

25,000

25,000

60,000

49,901

99,430

185,000

444,331

(5,664)

$

438,667

24,286

24,219

59,313

56,148

108,333

176,860

449,159

The weighted average effective interest rate for our outstanding long-term debt was 5.3% at December 31, 2016.  Our debt is 
not exposed to material changes in interest rates because the interest rates are fixed.  

Refer to Note 10. "Indebtedness", within Item 8. "Financial Statements and Supplementary Data." of this Form 10-K for 
discussion on debt covenant provisions.

(b) Short-Term Debt
Our Line of Credit with Wells Fargo Bank, National Association, as administrative agent, and Branch Banking and Trust 
Company (BB&T), was renewed effective December 1, 2015 with a borrowing capacity of $30 million, which can be increased 
to $50 million with the approval of both lending partners.   

The Line of Credit provides the Parent with an additional source of short-term liquidity.  The interest rate on our Line of Credit 
varies and is based on, among other factors, the Parent’s debt ratings.  The Line of Credit expires on December 1, 2020.  There 
were no balances outstanding under this Line of Credit or the previous credit facility at December 31, 2016 or at any time 
during 2016.  

73

 
 
 
 
 
 
 
 
 
 
 
Item 8. Financial Statements and Supplementary Data.

Report of Independent Registered Public Accounting Firm

The Board of Directors and Stockholders
Selective Insurance Group, Inc.:

We  have  audited  the  accompanying  consolidated  balance  sheets  of  Selective  Insurance  Group,  Inc.  and  its  subsidiaries  (the 
“Company”) as of December 31, 2016 and 2015, and the related consolidated statements of income, comprehensive income, 
stockholders’ equity, and cash flows for each of the years in the 
period ended December 31, 2016.  In connection with 
our audits of the consolidated financial statements, we also have audited financial statement schedules I to V.  These consolidated 
financial statements and financial statement schedules are the responsibility of the Company’s management.  Our responsibility 
is to express an opinion on these consolidated financial statements and financial statement schedules based on our audits.

We conducted our audits in accordance with the standards of the Public Company Accounting Oversight Board (United States). 
Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements 
are free of material misstatement.  An audit includes examining, on a test basis, evidence supporting the amounts and disclosures 
in the financial statements.  An audit also includes assessing the accounting principles used and significant estimates made by 
management, as well as evaluating the overall financial statement presentation.  We believe that our audits provide a reasonable 
basis for our opinion.

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position 
of Selective Insurance Group, Inc. and its subsidiaries as of December 31, 2016 and 2015, and the results of their operations and 
their cash flows for each of the years in the 
period ended December 31, 2016, in conformity with U.S. generally accepted 
accounting principles.  Also in our opinion, the related financial statement schedules, when considered in relation to the basic 
consolidated financial statements taken as a whole, present fairly, in all material respects, the information set forth therein.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), 
Selective Insurance Group, Inc. and its subsidiaries' internal control over financial reporting as of December 31, 2016, based on 
criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of 
the Treadway Commission (COSO), and our report dated February 21, 2017,  expressed an unqualified opinion on the effectiveness 
of the Company’s internal controls over financial reporting.

/s/ KPMG LLP
New York, New York
February 21, 2017 

74

 
 
 
 
Consolidated Balance Sheets

December 31,

($ in thousands, except share amounts)

ASSETS

Investments:

Fixed income securities, held-to-maturity – at carrying value 
  (fair value:  $105,211 – 2016; $209,544 – 2015)

Fixed income securities, available-for-sale – at fair value 
  (amortized cost:  $4,753,759 – 2016; $4,352,514 – 2015)

Equity securities, available-for-sale – at fair value 
  (cost:  $120,889 – 2016; $193,816 – 2015)

Short-term investments (at cost which approximates fair value)

Other investments

Total investments (Notes 5 and 7)

Cash

Interest and dividends due or accrued

Premiums receivable, net of allowance for uncollectible 
  accounts of:  $5,980 – 2016; $4,422 – 2015

Reinsurance recoverable, net of allowance for uncollectible
  accounts of:  $5,500 – 2016; $5,700 – 2015 (Note 8)

Prepaid reinsurance premiums (Note 8)

Current federal income tax (Note 13)

Deferred federal income tax (Note 13)

Property and equipment – at cost, net of accumulated
  depreciation and amortization of:  $198,729 – 2016; $188,548 – 2015

Deferred policy acquisition costs (Note 2)

Goodwill (Note 11)

Other assets

Total assets

LIABILITIES AND STOCKHOLDERS’ EQUITY

Liabilities:

Reserve for losses and loss expenses (Note 9)

Unearned premiums

Short-term debt (Note 10)

Long-term debt (Note 10)

Current federal income tax (Note 13)

Accrued salaries and benefits

Other liabilities

Total liabilities

Stockholders’ Equity:

Preferred stock of $0 par value per share:

  Authorized shares 5,000,000; no shares issued or outstanding

Common stock of $2 par value per share:

  Authorized shares 360,000,000

  Issued:  101,620,436 – 2016; 100,861,372 – 2015

Additional paid-in capital

Retained earnings

Accumulated other comprehensive loss (Note 6)

Treasury stock – at cost (shares:  43,653,237 – 2016; 43,500,642 – 2015)

Total stockholders’ equity

Commitments and contingencies (Notes 17 and 18)

Total liabilities and stockholders’ equity

 See accompanying Notes to Consolidated Financial Statements.

75

2016

2015

$

101,556

201,354

4,792,540

4,408,203

146,753

221,701

102,397

207,051

194,819

77,842

5,364,947

5,089,269

458

40,164

681,611

621,537

146,282

2,486

84,840

69,576

222,564

7,849

113,534

898

38,501

615,164

561,968

140,889

—

92,696

65,701

213,159

7,849

78,339

7,355,848

6,904,433

3,691,719

1,262,819

—

438,667

—

132,880

298,393

3,517,728

1,169,710

60,000

328,192

7,442

167,336

255,984

5,824,478

5,506,392

—

—

203,241

347,295

1,568,881

(15,950)

(572,097)

1,531,370

201,723

326,656

1,446,192

(9,425)

(567,105)

1,398,041

$

$

$

$

$

7,355,848

6,904,433

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Consolidated Statements of Income

December 31,

($ in thousands, except per share amounts)

Revenues:

Net premiums earned

Net investment income earned

Net realized (losses) gains:

Net realized investment gains

Other-than-temporary impairments

Other-than-temporary impairments on fixed income securities recognized in other
comprehensive income

Total net realized (losses) gains

Other income

Total revenues

Expenses:

Losses and loss expenses incurred

Policy acquisition costs

Interest expense

Other expenses

Total expenses

2016

2015

2014

$

2,149,572

130,754

1,989,909

121,316

1,852,609

138,708

3,562

(8,509)

10

(4,937)

8,881

31,537

(18,366)

—

13,171

7,456

37,703

(11,104)

—

26,599

16,945

2,284,270

2,131,852

2,034,861

1,234,797

763,758

22,771

42,989

1,148,541

689,820

22,428

38,371

1,157,501

624,470

23,063

32,696

2,064,315

1,899,160

1,837,730

Income before federal income tax

219,955

232,692

197,131

Federal income tax expense:

Current

Deferred

Total federal income tax expense

Net income

Earnings per share:

Basic net income

Diluted net income

Dividends to stockholders

See accompanying Notes to Consolidated Financial Statements.

48,581

12,879

61,460

45,347

21,484

66,831

28,415

26,889

55,304

158,495

165,861

141,827

2.74

2.70

0.61

2.90

2.85

0.57

2.52

2.47

0.53

$

$

$

$

76

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Consolidated Statements of Comprehensive Income

December 31,

($ in thousands)

Net income

Other comprehensive (loss) income, net of tax:

Unrealized (losses) gains on investment securities:

Unrealized holding (losses) gains arising during year

2016

2015

2014

$

158,495

165,861

141,827

(5,977)

(26,143)

47,411

Non-credit portion of other-than-temporary impairments recognized in other comprehensive income

(6)

—

—

  Amounts reclassified into net income:

Held-to-maturity securities

Non-credit other-than-temporary impairments

Realized losses (gains) on available for sale securities

Total unrealized (losses) gains on investment securities

Defined benefit pension and post-retirement plans:

Net actuarial (loss) gain

Amounts reclassified into net income:

Net actuarial loss

  Total defined benefit pension and post-retirement plans

Other comprehensive loss

Comprehensive income

See accompanying Notes to Consolidated Financial Statements.

(92)

138

3,064

(2,873)

(377)

232

(9,110)

(35,398)

(844)

1,085

(18,762)

28,890

(7,852)

1,585

(35,189)

4,200

(3,652)

(6,525)

$

151,970

4,600

6,185

(29,213)

136,648

1,236

(33,953)

(5,063)

136,764

77

            
Consolidated Statements of Stockholders’ Equity

December 31,

($ in thousands, except share amounts)

Common stock:

Beginning of year

Dividend reinvestment plan
  (shares:  38,741 – 2016; 50,013 – 2015; 58,309 – 2014)

Stock purchase and compensation plans
  (shares:  720,323 – 2016; 863,426 – 2015; 769,389 – 2014)

End of year

Additional paid-in capital:

Beginning of year

Dividend reinvestment plan

Stock purchase and compensation plans

End of year

Retained earnings:

Beginning of year

Net income

Dividends to stockholders 
  ($0.61 per share –  2016; $0.57 per share – 2015; $0.53 per share – 2014)

End of year

Accumulated other comprehensive (loss) income:

Beginning of year

Other comprehensive loss

End of year

Treasury stock:

Beginning of year

Acquisition of treasury stock
  (shares:  152,595 – 2016; 147,461 – 2015; 154,559 – 2014)

End of year

Total stockholders’ equity

2016

2015

2014

$

201,723

199,896

198,240

77

100

117

1,441

203,241

1,727

201,723

1,539

199,896

326,656

1,389

19,250

347,295

305,385

1,374

19,897

326,656

288,182

1,306

15,897

305,385

1,446,192

1,313,440

1,202,015

158,495

165,861

141,827

(35,806)

(33,109)

(30,402)

1,568,881

1,446,192

1,313,440

(9,425)

(6,525)

(15,950)

19,788

(29,213)

(9,425)

24,851

(5,063)

19,788

(567,105)

(562,923)

(559,360)

(4,992)

(4,182)

(3,563)

(572,097)

(567,105)

(562,923)

$

1,531,370

1,398,041

1,275,586

Selective Insurance Group, Inc. also has authorized, but not issued, 5,000,000 shares of preferred stock, without par value, of which 300,000 shares have been 
designated Series A junior preferred stock, without par value.

See accompanying Notes to Consolidated Financial Statements.

78

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Consolidated Statements of Cash Flows

December 31,

($ in thousands)
Operating Activities

Net income

Adjustments to reconcile net income to net cash provided by operating activities:

Depreciation and amortization

Sale of renewal rights

Stock-based compensation expense

Undistributed (gains) losses of equity method investments

Net realized losses (gains)

Net gain on disposal of property and equipment

Changes in assets and liabilities:

Increase in reserves for losses and loss expenses, net of reinsurance recoverables

Increase in unearned premiums, net of prepaid reinsurance

Decrease in net federal income taxes

Increase in premiums receivable

Increase in deferred policy acquisition costs

(Increase) decrease in interest and dividends due or accrued

(Decrease) increase in accrued salaries and benefits

(Increase) decrease in other assets

Increase (decrease) in other liabilities

Net cash provided by operating activities

Investing Activities

Purchase of fixed income securities, held-to-maturity

Purchase of fixed income securities, available-for-sale

Purchase of equity securities, available-for-sale

Purchase of other investments

Purchase of short-term investments

Sale of fixed income securities, available-for-sale

Sale of short-term investments

Redemption and maturities of fixed income securities, held-to-maturity

Redemption and maturities of fixed income securities, available-for-sale

Sale of equity securities, available-for-sale

Distributions from other investments

Purchase of property and equipment

Sale of renewal rights

Net cash used in investing activities

Financing Activities

Dividends to stockholders

Acquisition of treasury stock

Net proceeds from stock purchase and compensation plans

Proceeds from borrowings

Repayment of borrowings

Excess tax benefits from share-based payment arrangements

Repayment of capital lease obligations

Net cash provided by (used in) financing activities

Net (decrease) increase in cash
Cash, beginning of year

Cash, end of year

See accompanying Notes to Consolidated Financial Statements.

79

2016

2015

2014

$

158,495

165,861

141,827

61,671

—

10,449

(2,316)

4,937

—

114,422

87,716

11,150

(66,447)

(9,405)

(1,473)

(46,536)

(30,071)

9,191

301,783

59,688

—

8,973

1,889

(13,171)

—

59,438

79,995

25,004

(56,386)

(27,551)

407

11,392

(11,523)

77,564

381,580

45,346

(8,000)

8,702

(153)

(26,599)

(104)

97,449

32,671

31,323

(33,908)

(12,627)

(1,536)

(7,182)

1,186

(35,632)

232,763

(4,235)

(3,316)

(1,982,023)

(1,041,916)

(35,490)

(66,164)

(195,720)

(12,170)

—

(843,616)

(186,019)

(10,617)

(3,499,380)

(1,602,327)

(1,410,123)

926,470

3,470,022

102,868

641,524

119,617

26,837

(18,147)

—

61,571

1,539,480

106,621

567,445

172,561

32,457

(16,229)

—

(318,101)

(391,543)

(33,758)

(4,992)

7,811

165,000

(115,000)

1,819

(5,002)

15,878

(440)
898

458

$

(31,052)

(4,182)

10,089

15,000

—

1,736

(4,689)

(13,098)

(23,061)
23,959

898

51,002

1,452,402

73,415

482,816

208,008

20,774

(15,510)

8,000

(169,468)

(28,428)

(3,563)

7,283

—

(13,000)

1,020

(2,841)

(39,529)

23,766
193

23,959

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Notes to Consolidated Financial Statements

Note 1. Organization
Selective Insurance Group, Inc., through its subsidiaries, (collectively referred to as “we,” “us,” or “our”) offers standard 
commercial, standard personal, and excess and surplus ("E&S") lines property and casualty insurance products.  Selective 
Insurance Group, Inc. (referred to as the “Parent”) was incorporated in New Jersey in 1977 and its main offices are located in 
Branchville, New Jersey.  The Parent’s common stock is publicly traded on the NASDAQ Global Select Market under the 
symbol “SIGI.”  We have provided a glossary of terms as Exhibit 99.1 to this Form 10-K, which defines certain industry-
specific and other terms that are used in this Form 10-K.

We classify our business into four reportable segments, which are as follows:

• 

• 

Standard Commercial Lines - comprised of insurance products and services provided in the standard marketplace to 
commercial enterprises, which are typically businesses, non-profit organizations, and local government agencies.

Standard Personal Lines - comprised of insurance products and services, including flood insurance coverage, provided 
primarily to individuals acquiring coverage in the standard marketplace.

•  E&S Lines - comprised of insurance products and services provided to customers who have not obtained coverage in 

the standard marketplace.

• 

Investments - invests the premiums collected by our insurance operations, as well as amounts generated through our 
capital management strategies, which may include the issuance of debt and equity securities.

Note 2. Summary of Significant Accounting Policies
(a) Principles of Consolidation
The accompanying consolidated financial statements (“Financial Statements”) include the accounts of the Parent and its 
subsidiaries, and have been prepared in conformity with:  (i) U.S. generally accepted accounting principles ("GAAP"); and (ii) 
the rules and regulations of the U.S. Securities and Exchange Commission (“SEC”).  All significant intercompany accounts and 
transactions are eliminated in consolidation.

(b) Use of Estimates
The preparation of our Financial Statements in conformity with GAAP requires management to make estimates and 
assumptions that affect the reported financial statement balances, as well as the disclosure of contingent assets and liabilities.  
Actual results could differ from those estimates.

(c) Reclassifications
Certain amounts in our prior years' Financial Statements and related notes have been reclassified to conform to the 2016 
presentation.  Such reclassifications had no effect on our net income, stockholders' equity, or cash flows.

(d) Investments
Fixed income securities may include investment grade and below investment grade rated bonds, redeemable preferred stocks, 
non-redeemable preferred stocks with certain debt-like characteristics, mortgage-backed securities (“MBS”), collateralized loan 
obligations ("CLO") and other asset-backed securities (“ABS”).  MBS, CLO, and other ABS are jointly referred to as structured 
securities.  Fixed income securities classified as available-for-sale (“AFS”) are reported at fair value.  Those fixed income 
securities that we have the ability and positive intent to hold to maturity are classified as held-to-maturity (“HTM”) and are 
carried at either:  (i) amortized cost; or (ii) market value at the date of transfer into the HTM category, adjusted for subsequent 
amortization.  The amortized cost of fixed income securities is adjusted for the amortization of premiums and the accretion of 
discounts over the expected life of the security using the effective yield method.  Premiums and discounts arising from the 
purchase of structured securities are amortized over the expected life of the security based on future principal payments, and 
considering prepayments.  These prepayments are estimated based on historical and projected cash flows.  Prepayment 
assumptions are reviewed quarterly and adjusted to reflect actual prepayments and changes in expectations.  Future 
amortization of any premium and/or discount is adjusted to reflect the revised assumptions.  Interest income, as well as 
amortization and accretion, is included in "Net investment income earned" on our Consolidated Statements of Income.  The 
amortized cost of a fixed income security is written down to fair value when a decline in value is considered to be other than 
temporary.  See the discussion below on realized investment gains and losses for a description of the accounting for 
impairments.  After-tax unrealized gains and losses on:  (i) fixed income securities classified as AFS; and (ii) fixed income 
securities that were transferred into an HTM designation from an AFS designation, are included in accumulated other 
comprehensive income (loss) ("AOCI").

80

 
 
 
 
Equity securities, which are classified as AFS, may include common and non-redeemable preferred stocks.  These securities are 
carried at fair value and the related dividend income is included in "Net investment income earned" on our Consolidated 
Statements of Income.  The cost of equity securities is written down to fair value when a decline in value is considered to be 
other than temporary.  See the discussion below on realized investment gains and losses for a description of the accounting for 
impairments.  After-tax unrealized gains and losses are included in AOCI.

Short-term investments may include certain money market instruments, savings accounts, commercial paper, and debt issues 
purchased with a maturity of less than one year.  We also enter into reverse repurchase agreements that are included in short-
term investments.  These loans are fully collateralized with high quality, readily marketable instruments at a minimum of 102% 
of the loan principal.  At maturity, we receive principal and interest income on these agreements.  All short-term investments 
are carried at cost, which approximates fair value.  The associated income is included in "Net investment income earned" on 
our Consolidated Statement of Income.

Other investments may include alternative investments and other securities.  Alternative investments are accounted for using 
the equity method.  Our share of distributed and undistributed net income from alternative investments is included in "Net 
investment income earned" on our Consolidated Statement of Income.  Other securities are primarily comprised of tax credit 
investments.  Low income housing tax credits are accounted for under the proportional amortization method and all other tax 
credits are accounted for using the equity method.  Under the proportional amortization method, our share of the investment’s 
performance is recorded in our Consolidated Statement of Income as a component of “Federal income tax expense.”  Under the 
equity method, our share of distributed and undistributed net income is included in "Net investment income earned" on our 
Consolidated Statement of Income.  For federal income tax credits accounted for under the equity method, we use the deferral 
method for recognizing the benefit of the tax credit with the related deferred revenue being recognized in our Consolidated 
Statement of Income as a component of "Federal income tax expense" ratably over the life of the investment.

Realized gains and losses on the sale of investments are determined on the basis of the cost of the specific investments sold and 
are credited or charged to income.  Included in realized gains and losses are the other-than-temporary impairment ("OTTI") 
charges recognized in earnings, which are discussed below.

On a quarterly basis, we review our investment portfolio for impairments that are other than temporary.  The following 
provides information on this analysis for our fixed income securities and short-term investments, our equity securities, and our 
other investments.

Fixed Income Securities and Short-Term Investments
We review securities that are in an unrealized loss position to determine:  (i) if we have the intent to sell the security; (ii) if it is 
more likely than not that we will be required to sell the debt security before its anticipated recovery; and (iii) if the decline is 
other than temporary.  Broad changes in the overall market or interest rate environment generally will not lead to a write down.  
If we determine that we have either the intent or requirement to sell the security, we write down its amortized cost to its fair 
value through a charge to earnings as a component of realized losses.  If we do not have either the intent or requirement to sell 
the security, our evaluation for OTTI may include, but is not limited to, evaluation of the following factors:

•  Whether the decline appears to be issuer or industry specific;
•  The degree to which the issuer is current or in arrears in making principal and interest payments on the fixed income 

security;

•  The issuer’s current financial condition and ability to make future scheduled principal and interest payments on a 

timely basis;

•  Evaluation of projected cash flows;
•  Buy/hold/sell recommendations published by outside investment advisors and analysts; and
•  Relevant rating history, analysis, and guidance provided by rating agencies and analysts.

Non-redeemable preferred stocks that are classified as fixed income securities are evaluated under this OTTI method unless the 
security is below investment grade, at which time they are evaluated under the equity securities OTTI model discussed below.

To determine if an impairment is other than temporary, we perform assessments that may include, but are not limited to, 
discounted cash flow analyses ("DCFs") to determine the security's present value of future cash flows.  In addition, this analysis 
is performed on all previously-impaired debt securities that continue to be held by us and all structured securities that were not 
of high-credit quality at the date of purchase.  Any shortfall in the expected present value of the future cash flows, based on the 
DCF, from the amortized cost basis of a security is considered a “credit impairment,” with the remaining decline in fair value of 

81

a security considered a “non-credit impairment.”  Credit impairments are charged to earnings as a component of realized losses, 
while non-credit impairments are recorded to Other Comprehensive Income ("OCI") as a component of unrealized losses.

The discount rate we use in a DCF is the effective interest rate implicit in the security at the date of acquisition for those 
structured securities that were not of high-credit quality at acquisition.  For all other securities, we use a discount rate that 
equals the current yield, excluding the impact of previous OTTI charges, used to accrete the beneficial interest.  Discounted 
cash flow models may include, but are not necessarily limited to:  (i) generating cash flows for each tranche considering 
tranche-specific data, market data, and other pertinent information such as the historical performance of the underlying 
collateral, including net operating income generated by underlying properties, conditional default rate assumptions, loan loss 
severity assumptions, consensus projections, prepayment projections, and actual pool and collateral information; (ii) identifying 
applicable benchmark yields; and (iii) applying market-based tranche specific spreads to determine an appropriate yield by 
incorporating collateral performance, tranche-level attributes, trades, bids, and offers.

Equity Securities
We review securities that are in an unrealized loss position to determine:  (i) if we do not intend to hold the security to its 
forecasted recovery; or (ii) if the decline is other than temporary, which includes declines driven by market volatility for which 
we cannot assert will recover in the near term.  If we determine either that we do not intend to hold a security, or the decline is 
other than temporary, we write down the security's cost to its fair value through a charge to earnings as a component of realized 
losses.  If we intend to hold the security, our evaluation for OTTI may include, but is not limited to, an evaluation of the 
following factors:

•  Whether the decline appears to be issuer or industry specific;
•  The relationship of market prices per share to book value per share at the date of acquisition and date of evaluation;
•  The price-earnings ratio at the time of acquisition and date of evaluation;
•  The financial condition and near-term prospects of the issuer, including any specific events that may influence the 

issuer's operations, coupled with our intention to hold the securities in the near-term;

•  The recent income or loss of the issuer;
•  The independent auditors' report on the issuer's recent financial statements;
•  The dividend policy of the issuer at the date of acquisition and the date of evaluation;
•  Buy/hold/sell recommendations or price projections published by outside investment advisors;
•  Rating agency announcements;
•  The length of time and the extent to which the fair value has been, or is expected to be, less than its cost in the near 

term; and

•  Our expectation of when the cost of the security will be recovered.

Other Investments
Our evaluation for OTTI of an other investment (i.e., an alternative investment) may include, but is not limited to, 
conversations with the management of the alternative investment concerning the following:

•  The current investment strategy;
•  Changes made or future changes to be made to the investment strategy;
•  Emerging issues that may affect the success of the strategy; and
•  The appropriateness of the valuation methodology used regarding the underlying investments.

If there is a decline in the fair value of an other investment that we do not intend to hold, or if we determine the decline is other 
than temporary, we write down the carry value of the investment and record the charge through earnings as a component of 
realized losses.

(e) Fair Values of Financial Instruments
Assets
The fair values of our investments are generated using various valuation techniques and are placed into the fair value hierarchy 
considering the following:  (i) the highest priority is given to quoted prices in active markets for identical assets (Level 1); (ii) 
the next highest priority is given to quoted prices in markets that are not active or inputs that are observable either directly or 
indirectly, including quoted prices for similar assets in markets that are not active and other inputs that can be derived 
principally from, or corroborated by, observable market data for substantially the full term of the assets (Level 2); and (iii) the 
lowest priority is given to unobservable inputs supported by little or no market activity and that reflect our assumptions about 
the exit price, including assumptions that market participants would use in pricing the asset (Level 3).  An asset’s classification 
within the fair value hierarchy is based on the lowest level of significant input to its valuation.  Transfers between levels in the 
fair value hierarchy are recognized at the end of the reporting period.

82

  
 
The techniques used to value our financial assets are as follows:

Level 1 Pricing

Security Type

Equity Securities;
U.S. Treasury Notes

Short-Term Investments

Methodology

Equity and U.S. Treasury Note prices are received from an independent pricing service that are based on observable
market transactions.  We validate these prices against a second external pricing service, and if established market
value comparison thresholds are breached, further analysis is performed to determine the price to be used.

Short-term investments are carried at cost, which approximates fair value.  Given the liquid nature of our short-term
investments, we generally validate their fair value by way of active trades within approximately one week of the
financial statement close.

Level 2 Pricing 
We utilize a market approach for our Level 2 securities, using primarily matrix pricing models prepared by external pricing 
services.  Matrix pricing models use mathematical techniques to value debt securities by relying on the securities' relationship 
to other benchmark quoted securities, and not relying exclusively on quoted prices for specific securities, as the specific 
securities are not always frequently traded.  As a matter of policy, we consistently use one pricing service as our primary source 
and secondary pricing services if prices are not available from the primary pricing service.  Fixed income securities portfolio 
pricing is reviewed for reasonableness in the following ways:  (i) comparing our pricing to other third-party pricing services as 
well as benchmark indexed pricing; (ii) comparing fair value fluctuations between months for reasonableness; and (iii) 
reviewing stale prices.  If further analysis is needed, a challenge is sent to the pricing service for review and confirmation of the 
price.

Further information on our Level 2 asset pricing is included in the following table:

Security Type

Methodology

Corporate Securities including
preferred stocks classified as Fixed
Income Securities, and U.S.
Government and Government Agencies

Evaluations include obtaining relevant trade data, benchmark quotes and spreads and incorporating this information
into either spread-based or price-based evaluations as determined by the observed market data.  Spread-based
evaluations include:  (i) creating a range of spreads for relevant maturities of each issuer based on the new issue
market, secondary trading, and dealer quotes; and (ii) incorporating option adjusted spreads for issues that have
early redemption features.  Based on the findings in (i) and (ii) above, final spreads are derived and added to
benchmark curves.  Price-based evaluations include matching each issue to its best-known market maker and
contacting firms that transact in these securities.

Obligations of States and Political 
Subdivisions

Evaluations are based on yield curves that are developed based on factors such as:  (i) benchmarks to issues with 
interest rates near prevailing market rates; (ii) established trading spreads over widely-accepted market benchmarks; 
(iii) yields on new issues; and (iv) market information from third-party sources such as reportable trades, broker-
dealers, or issuers.  

Structured Securities (including CLO 
and other ABS, CMBS, RMBS)

Evaluations are based on a discounted cash flow model, including:  (i) generating cash flows for each tranche
considering tranche-specific data, market data, and other pertinent information such as historical performance of the
underlying collateral, including net operating income generated by the underlying properties, conditional default
rate assumptions, loan loss severity assumptions, consensus projections, prepayment projections, and actual pool
and loan level collateral information; (ii) identifying applicable benchmark yields; and (iii) applying market-based
tranche-specific spreads to determine an appropriate yield by incorporating collateral performance, tranche-level
attributes, trades, bids, and offers.

Foreign Government

Evaluations are performed using a DCF model and incorporating observed market yields of benchmarks as inputs,
adjusting for varied maturities.

Level 3 Pricing 
Less than 1% of our portfolio cannot be priced using our primary or secondary pricing service.  At times, we may use non-
binding broker quotes to value some of these securities.  These prices are from various broker/dealers that use bid or ask prices, 
or benchmarks to indices, in measuring the fair value of a security.  We review these fair value measurements for 
reasonableness.  This review typically includes an analysis of price fluctuations between months with variances over 
established thresholds being analyzed further.  

Further information on our current Level 3 asset pricing is included in the following table:

Security Type

Methodology

Corporate Securities

These tax credit investments are priced internally using spread-based evaluations.

Equity Securities

These non-publicly traded stocks are valued by the issuer and reviewed internally.

83

Liabilities
The techniques used to value our notes payable are as follows: 

Level 1 Pricing

Security Type

5.875% Senior Notes

Level 2 Pricing

Security Type

7.25% Senior Notes;
6.70% Senior Notes

Based on the quoted market prices.

Methodology

Methodology

Based on matrix pricing models prepared by external pricing services.

Borrowings from Federal Home Loan
Banks

Evaluations are performed using a DCF model based on current borrowing rates provided by the Federal Home
Loan Banks that is consistent with the remaining term of the borrowing.

See Note 7. “Fair Value Measurements” for a summary table of the fair value and related carrying amounts of financial 
instruments.

(f) Allowance for Doubtful Accounts
We estimate an allowance for doubtful accounts on our premiums receivable.  This allowance is based on historical write-off 
percentages adjusted for the effects of current and anticipated trends.  An account is charged off when we believe it is probable 
that we will not collect a receivable.  In making this determination, we consider information obtained from our efforts to collect 
amounts due directly and/or through collection agencies.

(g) Share-Based Compensation
Share-based compensation consists of all share-based payment transactions in which an entity acquires goods or services by 
issuing (or offering to issue) its shares, share units, share options, or other equity instruments.  The cost resulting from all 
share-based payment transactions are recognized in the Financial Statements based on the fair value of both equity and liability 
awards.  The fair value is measured at grant date for equity awards, whereas the fair value for liability awards are remeasured at 
each reporting period.  Both the fair value of equity and liability awards is recognized over the requisite service period.  The 
requisite service period is typically the lesser of the vesting period or the period of time from the grant date to the date of 
retirement eligibility.  The expense recognized for share-based awards, which, in some cases, contain performance criteria, is 
based on the number of shares or units expected to be issued at the end of the performance period.  We repurchase the Parent’s 
stock from our employees in connection with, and as permitted under, our stock-based compensation plans.  This activity is 
disclosed in our Consolidated Statements of Stockholders' Equity.

(h) Reinsurance
Reinsurance recoverables represent estimates of amounts that will be recovered from reinsurers under our various treaties.  
Generally, amounts recoverable from reinsurers are recognized as assets at the same time and in a manner consistent with the 
paid and unpaid losses associated with the reinsured policies.  We require collateral to secure reinsurance recoverables 
primarily from our reinsurance carriers that are not authorized, otherwise approved, or certified to do business in one or more 
of our ten insurance subsidiaries' domiciliary states.  Our ten insurance subsidiaries are collectively referred to as the 
"Insurance Subsidiaries".  This collateral is typically in the form of a letter of credit or cash.  An allowance for estimated 
uncollectible reinsurance is recorded based on an evaluation of balances due from reinsurers and other available information, 
such as each reinsurers' credit rating from A.M. Best Company ("A.M. Best") or Standard & Poor's Rating Services ("S&P").  
We charge off reinsurance recoverables on paid losses when it becomes probable that we will not collect the balance.

84

 
 
(i) Property and Equipment
Property and equipment used in operations, including certain costs incurred to develop or obtain computer software for internal 
use, are capitalized and carried at cost less accumulated depreciation.  Depreciation is calculated using the straight-line method 
over the estimated useful lives of the assets.  The following estimated useful lives can be considered as general guidelines:

Asset Category

Computer hardware

Computer software

Internally developed software

Software licenses

Furniture and fixtures

Buildings and improvements

Years

3

3 to 5

5 to 10

3 to 5

10

5 to 40

We recorded depreciation expense of $17.4 million, $16.4 million, and $12.6 million for 2016, 2015, and 2014, respectively.  

(j)  Deferred Policy Acquisition Costs
Deferred policy acquisition costs are limited to costs directly related to the successful acquisition of insurance contracts.  Costs 
meeting this definition typically include, among other things, sales commissions paid to our distribution partners, premium 
taxes, and the portion of employee salaries and benefits directly related to time spent on acquired contracts.  These costs are 
deferred and amortized over the life of the contracts.

Accounting guidance requires a premium deficiency analysis to be performed at the level an entity acquires, services, and 
measures the profitability of its insurance contracts.  We currently perform three premium deficiency analyses for our insurance 
segments, consistent with our reportable segments of Standard Commercial Lines, Standard Personal Lines, and E&S Lines.  A 
combined ratio of over 100% does not necessarily indicate a premium deficiency, as any year's combined ratio includes a 
portion of underwriting expenses that are expensed at policy inception and therefore are not covered by the remaining unearned 
premium.  In addition, investment income is not contemplated in the combined ratio calculation.

There were no premium deficiencies for any of the reported years, as the sum of the anticipated losses and loss expenses, 
unamortized acquisition costs, policyholder dividends, and other expenses for each segment did not exceed that segment’s 
related unearned premium and anticipated investment income.  The investment yields assumed in the premium deficiency 
assessment for each reporting period, which are based on our actual average investment yield before tax as of the September 30 
calculation date, were 2.4% for 2016, 2.5% for 2015, and 3.0% for 2014.  Deferred policy acquisition costs amortized to 
expense were $450.3 million for 2016, $399.4 million for 2015, and $364.3 million for 2014.

(k) Goodwill
Goodwill results from business acquisitions where the cost of assets and liabilities acquired exceeds the fair value of those 
assets and liabilities.  A quantitative goodwill impairment analysis is performed if our quarterly qualitative analysis indicates 
that it is more likely than not that the fair value of a reporting unit is less than its carrying amount.  Goodwill is allocated to the 
reporting units for purposes of these analyses.  Based on our analysis at December 31, 2016, goodwill was not impaired.

(l) Reserves for Losses and Loss Expenses
Reserves for losses and loss expenses are comprised of both case reserves on individual claims, and reserves for claims 
incurred but not reported ("IBNR").  Case reserves result from claims that have been reported to one or more of our Insurance 
Subsidiaries, and are estimated at the amount of the expected ultimate payment.  IBNR reserves are established at more 
aggregated levels than case basis reserves, and in addition to reserves on claims that have been incurred but not reported, they 
include provisions for future emergence on known claims, as well as reopened claims.  IBNR reserves are established based on 
the results of the Insurance Subsidiaries’ internal reserve analysis, supplemented with other internal and external information.

The internal reserve analysis is performed quarterly, and relies upon generally accepted actuarial techniques.  Such techniques 
assume that past experience, adjusted for the effects of current developments and anticipated trends, are an appropriate basis for 
predicting future events.  Our analyses rely upon historical paid and case losses and loss adjustment expense experience 
organized by line of business, accident year and maturity (i.e., “triangles”).  Standard actuarial projection methods are applied 
to this history, producing a set of estimated ultimate losses and loss adjustment expenses.  Ultimate losses and loss adjustment 
expenses are selected from the various methods, considering the strengths and weaknesses of the methods as they apply to the 
specific line and accident year.

85

 
 
 
Certain types of exposures do not lend themselves to standard actuarial methods.  Examples of these are:

•  Certain property catastrophe events may be low in frequency and high in severity.  These events may affect many 

insureds simultaneously.  Due to the unique nature of these events, ultimate liabilities are estimated for each event, 
based on surveys of our portfolio of exposures, in conjunction with individual claims estimates.  While generally 
short-tailed, the liabilities associated with these events are subject to a higher degree of uncertainty.  We maintain 
significant reinsurance protection that greatly limits the impact that these extreme events have on net loss and loss 
adjustment expenses.

• 

In some limited cases, an insured event may span multiple years and multiple policies, as in the case of asbestos and 
environmental claims, where the injury is deemed to occur over an extended period of time.  These claims are 
analyzed without accident year detail, using alternative methods and metrics.  The associated selected ultimate loss 
and loss adjustment expenses are then allocated to accident year for reporting.

•  Another example of non-standard methods relate to loss adjustment expenses that cannot be attributed to a specific 

claim (referred to as “unallocated loss adjustment expenses”).  These expenses are first allocated to accident year and 
alternative projection methods are then applied to these expenses.  The resulting ultimate expenses by accident year 
are then used for reporting purposes.

The selected ultimate losses and loss adjustment expenses are translated into indicated IBNR reserves, which are then 
compared to the recorded IBNR reserves.  Management's judgment is applied in determining any required adjustments and the 
resulting adjustments are then recorded and assigned or allocated to accident year using the results of the actuarial analysis. 

While the reserve analysis is the primary basis for determining the recorded IBNR reserves, other internal and external factors 
are considered.  Internal factors include:  (i) supplemental data regarding claims reporting and settlement trends; (ii) exposure 
estimates for reported claims, along with recent development on those estimates with respect to individual large claims and the 
aggregate of all claims; (iii) the rate at which new large or complex claims are being reported; and (iv) additional trends 
observed by claims personnel or reported to them by defense counsel.  External factors considered include:  (i) legislative 
enactments; (ii) judicial decisions; (iii) legal developments in the determination of liability and the imposition of damages; and 
(iv) trends in general economic conditions, including the effects of inflation.

Loss reserves are estimates, and as such, we also consider a range of possible loss and loss expense reserve estimates.  This 
range is determined at the beginning of each year, using prior year-end data, and reflects the fact that there is no single precise 
method for estimating the required reserves, due to the many factors that may influence the amounts ultimately paid.  
Considering the reserve range along with all of the items described above, as well as current market conditions, IBNR estimates 
are then established and recorded.

The combination of the IBNR estimates along with the case reserve estimates on individual claims results in our total reserves 
for losses and loss expenses.  These reserves are expected to be sufficient for settling losses and loss reserve obligations under 
our policies on unpaid claims, including changes in the volume of business written, claims frequency and severity, the mix of 
business, claims processing, and other items that management expects to affect our ultimate settlement of losses and loss 
expenses.  However, the ultimate claim settlements may be higher or lower than reserves established.  As our experience 
emerges and other information develops, we revise our reserve estimates accordingly.  The changes in these estimates, resulting 
from the continuous review process and the differences between estimates and ultimate payments, are reflected in the 
Consolidated Statements of Income for the period in which such estimates are changed.  The associated impacts may be 
material to the results of operations in future periods.

We do not discount to present value that portion of our losses and loss expense reserves expected to be paid in future periods.

Our loss and loss expense reserves implicitly include anticipated recoveries for salvage and subrogation claims.

Claims are counted at the occurrence, line of business, and policy level.  For example, if a single occurrence (e.g. an auto 
accident) leads to a claim under an auto and an associated umbrella policy, they are each counted separately.  Conversely, 
multiple claimants under the same occurrence/line/policy would contribute only a single count.  The claim counts provided are 
on a reported basis.  A claim is considered reported when a reserve is established or payment is made.  Therefore, claims closed 
without payment are included in the count as long as there was an associated case reserve at some point in its life cycle.

86

We also write a small amount of assumed reinsurance.  Currently, this business is limited to our share of certain involuntary 
pools.  Since the associated claims are not processed by us, they are not captured within our claims system.  Therefore, the 
claim counts reported exclude this business.   

(m) Revenue Recognition
The Insurance Subsidiaries' net premiums written (“NPW”) include direct insurance policy writings, plus reinsurance assumed 
and estimates of premiums earned but unbilled on the workers compensation and general liability lines of insurance, less 
reinsurance ceded.  The estimated premium on the workers compensation and general liability lines is referred to as audit 
premium.  We estimate this premium, as it is anticipated to be either billed or returned on policies subsequent to expiration 
based on exposure levels (i.e. payroll or sales).  Audit premium is based on historical trends adjusted for the uncertainty of 
future economic conditions.  Economic instability could ultimately impact our estimates and assumptions, and changes in our 
estimate may be material to the results of operations in future periods.  Premiums written are recognized as revenue over the 
period that coverage is provided using the semi-monthly pro-rata method.  Unearned premiums and prepaid reinsurance 
premiums represent that portion of premiums written that are applicable to the unexpired terms of policies in force.

(n) Dividends to Policyholders
We establish reserves for dividends to policyholders on certain policies, most significantly workers compensation policies.  
These dividends are based on the policyholders' loss experience.  Dividend reserves are established based on past experience, 
adjusted for the effects of current developments and anticipated trends.  The expense for these dividends is recognized over a 
period that begins at policy inception and ends with the payment of the dividend.  We do not issue policies that entitle the 
policyholder to participate in the earnings or surplus of our Insurance Subsidiaries.

(o) Federal Income Tax
We use the asset and liability method of accounting for income taxes.  Current federal income taxes are recognized for the 
estimated taxes payable or refundable on tax returns for the current year.  Deferred federal income taxes arise from the 
recognition of temporary differences between financial statement carrying amounts and the tax basis of assets and liabilities.  
We consider all evidence, both positive and negative, with respect to our federal tax loss carryback availability, expected levels 
of pre-tax financial statement income, and federal taxable income, when evaluating whether the temporary differences will be 
realized.  In projecting future taxable income, we begin with budgeted pre-tax income adjusted for estimated non-taxable items.  
The assumptions about future taxable income require significant judgment and are consistent with the plans and estimates we 
use to manage our businesses.  A valuation allowance is established when it is more likely than not that some portion of the 
deferred tax asset will not be realized.  A liability for uncertain tax positions is recorded when it is more likely than not that a 
tax position will not be sustained upon examination by taxing authorities.  The effect of a change in tax rates is recognized in 
the period of enactment.  If we were to be levied interest and penalties by the Internal Revenue Service (“IRS”), the interest 
would be recognized as “Interest expense” and the penalties would be recognized as “Other expenses” on the Consolidated 
Statements of Income.

(p) Leases
We have various operating leases for office space, equipment, and fleet vehicles.  Rental expense for such leases is recorded on 
a straight-line basis over the lease term.  If a lease has a fixed and determinable escalation clause, or periods of rent holidays, 
the difference between rental expense and rent paid is included in "Other liabilities" as deferred rent in the Consolidated 
Balance Sheets.

In addition, we have various capital leases for computer hardware and software.  These leases are accounted for as an 
acquisition of an asset and an incurrence of an obligation.  Depreciation is calculated using the straight-line method over the 
shorter of the estimated useful life of the asset or the lease term.

(q) Pension
Our pension and post-retirement life benefit obligations and related costs are calculated using actuarial methods, within the 
framework of GAAP.  Our pension benefit obligation is determined as the actuarial present value of the vested benefits to 
which the employee is currently entitled, based on the average life expectancy of the employee.  Our funding policy provides 
that payments to our pension trust shall be equal to the minimum funding requirements of the Employee Retirement Income 
Security Act, plus additional amounts that the Board of Directors of Selective Insurance Company of America (“SICA”) may 
approve from time to time.

Two key assumptions, the discount rate and the expected return on plan assets, are important elements of expense and/or 
liability measurement.  We evaluate these key assumptions annually unless facts indicate that a more frequent review is 
required.  The discount rate enables us to state expected future cash flows at their present value on the measurement date.  The 
purpose of the discount rate is to determine the interest rates inherent in the price at which pension benefits could be effectively 
87

 
 
 
settled.  Our discount rate selection is based on high-quality, long-term corporate bonds.  To determine the expected long-term 
rate of return on the plan assets, we consider the current and expected asset allocation, as well as historical and expected returns 
on each plan asset class.  Other assumptions involve demographic factors such as retirement age and mortality.

Note 3. Adoption of Accounting Pronouncements
In January 2014, the Financial Accounting Standards Board ("FASB") issued Accounting Standards Update ("ASU") 2014-01, 
Accounting for Investments in Qualified Affordable Housing Projects ("ASU 2014-01").  ASU 2014-01 applies to all reporting 
entities that invest in flow-through limited liability entities that manage or invest in affordable housing projects that qualify for 
a low-income housing tax credit.  ASU 2014-01 permits reporting entities to make an accounting policy election to account for 
their investments in qualified affordable housing projects using a newly defined "proportional amortization method" if certain 
conditions are met.  This policy election is required to be applied consistently to all qualifying investments, rather than a 
decision to be applied to individual investments.  Under the proportional amortization method, an entity amortizes the initial 
cost of the investment in proportion to the tax credits and other tax benefits received, and recognizes the net investment 
performance in the Consolidated Statements of Income as components of "Federal income tax expense".  We adopted this 
guidance in the third quarter of 2014 and have made a policy election to use the proportional amortization method.  The 
adoption of this guidance did not materially impact our financial condition or results of operations. 

In June 2014, the FASB issued ASU 2014-12, Accounting for Share-Based Payments When the Terms of an Award Provide 
That a Performance Target Could Be Achieved after the Requisite Service Period (“ASU 2014-12”).  ASU 2014-12 requires 
that performance targets that affect vesting and could be achieved after the requisite service period be treated as performance 
conditions.  The adoption of ASU 2014-12 in the first quarter of 2016 did not affect us, as we have historically recorded 
expense consistent with the requirements of this accounting update.

In August 2014, the FASB issued ASU 2014-15, Disclosure of Uncertainties about an Entity’s Ability to Continue as a Going 
Concern (“ASU 2014-15”).  ASU 2014-15 is intended to define management’s responsibility to evaluate whether there is 
substantial doubt about an entity’s ability to continue as a going concern and provide related footnote disclosures.  Our 
adoption of this amendment in the fourth quarter of 2016 did not affect us, as the additional disclosure requirements are 
applicable only to entities that have been subject to events or conditions that cast substantial doubt as to whether the entity has 
the ability to continue as a going concern.

In February 2015, the FASB issued ASU 2015-02, Amendments to the Consolidation Analysis (“ASU 2015-02”).  ASU 2015-02 
affects the following areas:  (i) limited partnerships and similar legal entities; (ii) the evaluation of fees paid to a decision maker
or a service provider as a variable interest; (iii) the effect of fee arrangements on the primary beneficiary determination; (iv) the
effect of related parties on the primary beneficiary determination; and (v) certain investment funds.  We adopted this guidance
in the first quarter of 2016.  Under the new guidance, our limited partnership and tax credit investments are variable interest
entities ("VIEs"); however, we are not the primary beneficiary of any of these investments.  As such, the adoption had no
impact on our financial condition or results of operations.  The required disclosures related to our VIEs are included in Note 5.
“Investments” below.

In April 2015, the FASB issued ASU 2015-03, Simplifying the Presentation of Debt Issuance Costs (“ASU 2015-03”).  ASU 
2015-03 requires debt issuance costs to be netted against the related debt liability in the balance sheet rather than presented as a 
separate asset.  However, ASU 2015-03 does not address the presentation or subsequent measurement of debt issuance costs 
related to line-of-credit arrangements.  Therefore, in August 2015, the FASB issued ASU 2015-15, Presentation and 
Subsequent Measurement of Debt Issuance Costs Associated with Line-of-Credit Arrangements - Amendments to SEC 
Paragraphs Pursuant to Staff Announcement at June 18, 2015 EITF Meeting (“ASU 2015-15”).  ASU 2015-15 clarifies that, in 
the absence of authoritative guidance on line-of-credit arrangements within ASU 2015-03, the SEC would not object to the 
deferral and presentation of debt issuance costs as an asset and the subsequent amortization of the deferred costs over the term 
of the line-of-credit arrangement.  We adopted this guidance retrospectively, effective in the fourth quarter of 2015.  As such, 
2014 balances in this Form 10-K have been restated to reflect the revised guidance, as follows: 

Income Statement Information

Year ended December 31, 2014

($ in thousands)

Interest Expense

Other Expense

As Originally Reported

As Restated

$

22,086

33,673

23,063

32,696

88

 
In April 2015, the FASB issued ASU 2015-05, Customer's Accounting for Fees Paid in a Cloud Computing Arrangement
(“ASU 2015-05”).  ASU 2015-05 provides guidance to customers with cloud computing arrangements that include a software
license.  If a cloud computing arrangement includes a software license, the customer's accounting for the software license
element of the arrangement is consistent with the acquisition of other software licenses.  If a cloud computing arrangement
does not include a software license, the customer accounts for the arrangement as a service contract.  We adopted this guidance
in the first quarter of 2016, with prospective application.  The impact of this adoption did not have a material effect on our
financial condition or results of operations.

In May 2015, the FASB issued ASU 2015-07, Disclosures for Investments in Certain Entities That Calculate Net Asset Value
per Share (or Its Equivalent) (“ASU 2015-07”).  ASU 2015-07 provides that investments for which the practical expedient is
used to measure fair value at net asset value per share ("NAV") must be removed from the fair value hierarchy.  Instead, those
investments must be included as a reconciling line item so that the total fair value amount of investments in the disclosure is
consistent with the amount on the balance sheet.  ASU 2015-07 also includes disclosure requirements for investments for which
the NAV practical expedient was used to determine fair value.  We adopted this guidance in the first quarter of 2016 and have 
included the related disclosures in Note 14. "Retirement Plans" below.

In May 2015, the FASB issued ASU 2015-09, Disclosures about Short-Duration Contracts (“ASU 2015-09”).  ASU 2015-09 
requires companies that issue short duration contracts to disclose additional information, including:  (i) incurred and paid 
claims development tables; (ii) frequency and severity of claims; and (iii) information about material changes in judgments 
made in calculating the liability for unpaid claim adjustment expenses, including reasons for the change and the effects on the 
financial statements.  We adopted this guidance in the fourth quarter of 2016 and have included the related disclosures in Note 
9. "Reserves for Losses and Loss Expenses" below.

Pronouncements to be effective in the future
In January 2016, the FASB issued ASU 2016-01, Financial Instruments - Overall (Sub-topic 825-10): Recognition and
Measurement of Financial Assets and Financial Liabilities (“ASU 2016-01”).  ASU 2016-01 provides guidance to improve
certain aspects of recognition, measurement, presentation, and disclosure of financial instruments.  Specifically the guidance:
(i) requires equity investments to be measured at fair value with changes in fair value recognized in earnings; (ii) simplifies the
impairment assessment of equity investments without readily determinable fair values by requiring a qualitative assessment to
identify impairment; (iii) eliminates the requirement to disclose the methods and significant assumptions used to estimate the
fair value that is required to be disclosed for financial instruments measured at amortized cost; (iv) requires the use of the exit
price notion when measuring the fair value of financial instruments for disclosure purposes; and (v) clarifies that the need for a
valuation allowance on a deferred tax asset related to an available-for-sale ("AFS") security should be evaluated with other
deferred tax assets.

ASU 2016-01 is effective for annual periods beginning after December 15, 2017, including interim periods within those annual
periods.  Early application to financial statements of annual or interim periods that have not yet been issued are permitted as of
the beginning of the year of adoption, otherwise early adoption of ASU 2016-01 is not permitted.  We are currently evaluating
the impact of this guidance on our financial condition and results of operations.

In February 2016, the FASB issued ASU 2016-02, Leases (Topic 842) (“ASU 2016-02”).  ASU 2016-02 requires all lessees to
recognize a lease liability and a right-of-use asset, measured at the present value of the future minimum lease payments, at the
lease commencement date.  ASU 2016-02 is effective for annual periods beginning after December 15, 2018, including interim
reporting periods within that annual period, with early adoption permitted.  ASU 2016-02 requires the application of a modified
retrospective approach for leases existing at, or entered into after, the beginning of the earliest comparative period presented in
the financial statements.  While we are currently evaluating ASU 2016-02, we do not expect a material impact on our financial
condition or results of operations from the adoption of this guidance.

In March 2016, the FASB issued ASU 2016-09, Compensation - Stock Compensation (Topic 718): Improvements to Employee
Share-based Payment Accounting (“ASU 2016-09”).  ASU 2016-09 simplifies several aspects of the accounting for share-based
payment transactions including:  (i) income tax consequences; (ii) classification of awards as either equity or liabilities; (iii)
forfeitures assumptions; and (iv) cash flow classification.  ASU 2016-09 is effective for annual periods beginning after
December 15, 2016, and interim periods within those annual periods.  Early adoption is permitted.  We do not expect this ASU 
to have a material impact on our financial condition or results of operations.

In June 2016, the FASB issued ASU 2016-13, Financial Instruments - Credit Losses (“ASU 2016-13”).  ASU 2016-13 will
change the way entities recognize impairment of financial assets by requiring immediate recognition of estimated credit losses
expected to occur over the remaining life of many financial assets, including, among others, HTM debt securities,
trade receivables, and reinsurance receivables.  ASU 2016-13 requires a valuation allowance to be calculated on these financial
89

assets and that they be presented on the financial statements net of the valuation allowance.  The valuation allowance is a
measurement of expected losses that is based on relevant information about past events, including historical experience, current
conditions, and reasonable and supportable forecasts that affect the collectability of the reported amount.  This methodology is
referred to as the current expected credit loss model.  ASU 2016-13 is effective for annual periods beginning after December 
15, 2019, including interim periods within those annual periods.  Early adoption is permitted, but no earlier than annual periods
beginning after December 15, 2018.  We are currently evaluating the impact of this guidance on our financial condition and
results of operations.

In August 2016, the FASB issued ASU 2016-15, Statement of Cash Flows (“ASU 2016-15”).  ASU 2016-15 adds or clarifies
guidance on the classification of certain cash receipts and payments in the statements of cash flows including, but not limited 
to:  (i) debt prepayment or debt extinguishment costs; (ii) proceeds from the settlement of corporate-owned life insurance 
policies including bank-owned life insurance policies; (iii) distributions received from equity method investees; and (iv) 
separately identifiable cash flows and application of the predominance principle.  ASU 2016-15 is effective for annual periods 
beginning after December 15, 2017, and interim periods within those annual periods.  Early adoption is permitted.  We are 
currently evaluating the impact of this guidance on our statements of cash flows.

In October 2016, the FASB issued ASU 2016-17, Consolidation: Interests Held through Related Parties That Are Under 
Common Control ("ASU 2016-17").  ASU 2016-17 changes how a decision maker considers indirect interests in a VIE held 
under common control in making the primary beneficiary determination.  ASU 2016-17 will be effective for annual periods 
beginning after December 15, 2016, including interim periods within those annual periods.  We do not expect this ASU to 
impact us as we are not the decision maker in any of the VIEs in which we are invested.

In November 2016, the FASB issued ASU 2016-18, Statement of Cash Flows: Restricted Cash ("ASU 2016-18").  ASU 
2016-18, requires that restricted cash and restricted cash equivalents be included with cash and cash equivalents in the 
reconciliation of beginning and ending cash on the statements of cash flows.  This update also requires a reconciliation of the 
statement of the cash flows to the balance sheet if the balance sheet includes more than one line item of cash, cash equivalents, 
and restricted cash.  ASU 2016-18 is effective, with retrospective adoption, for annual periods beginning after December 15, 
2017, and interim periods within those annual periods. We are currently evaluating the impact of this guidance on our 
statements of cash flows.

Note 4. Statements of Cash Flows
Supplemental cash flow information for the years ended December 31, 2016, 2015, and 2014 is as follows:

($ in thousands)

Cash paid during the period for:

Interest

Federal income tax

Non-cash items:

Exchange of fixed income securities, AFS

Exchange of fixed income securities, HTM
Corporate actions related to equity securities, AFS1

Assets acquired under capital lease arrangements

Non-cash purchase of property and equipment
1Examples of such corporate actions include non-cash acquisitions and stock-splits.

2016

2015

2014

$

22,098

46,405

23,579

—

3,263

3,151

78

21,892

39,500

36,792

15,257

4,239

6,760

—

22,221

22,699

20,781

4,289

334

5,642

338

Included in "Other assets" on the Consolidated Balance Sheet was $36.9 million at December 31, 2016 and $11.9 million at 
December 31, 2015 of cash received from the National Flood Insurance Program ("NFIP"), which is restricted to pay flood 
claims under the Write Your Own ("WYO") Program. 

90

 
 
 
Note 5. Investments
(a) Net unrealized gains on investments included in OCI by asset class were as follows for the years ended December 31, 2016, 
2015, and 2014: 

($ in thousands)

AFS securities:

Fixed income securities

Equity securities

Total AFS securities

HTM securities:

Fixed income securities

Total HTM securities

Total net unrealized gains

Deferred income tax expense

Net unrealized gains, net of deferred income tax

2016

2015

2014

$

38,781

25,864

64,645

159

159

64,804

(22,681)

42,123

55,689

13,235

68,924

300

300

69,224

(24,228)

44,996

90,336

32,389

122,725

958

958

123,683

(43,289)

80,394

(Decrease) increase in net unrealized gains in OCI, net of deferred income tax

$

(2,873)

(35,398)

28,890

(b) The amortized cost, net unrealized gains and losses, carrying value, unrecognized holding gains and losses, and fair value of 
HTM fixed income securities were as follows: 

December 31, 2016

($ in thousands)
Obligations of state and political
subdivisions
Corporate securities

CMBS

Total HTM fixed income securities

December 31, 2015

($ in thousands)
Obligations of state and political
subdivisions

Corporate securities

CLO and other ABS

CMBS

Amortized
Cost

$

$

77,466

22,711

1,220

101,397

Amortized
Cost

175,269

20,228

1,030

4,527

Total HTM fixed income securities

$

201,054

Net
Unrealized
Gains
(Losses)

Carrying
Value

Unrecognized
Holding
Gains

Unrecognized
Holding
Losses

Fair
Value

317

(143)

(15)

159

77,783

22,568

1,205

101,556

2,133

1,665

15

3,813

—

(158)

—

(158)

79,916

24,075

1,220

105,211

Net
Unrealized
Gains
(Losses)

Carrying
Value

Unrecognized
Holding
Gains

Unrecognized
Holding
Losses

Fair
Value

848

(185)

(120)

(243)

300

176,117

20,043

910

4,284

201,354

5,763

1,972

118

337

8,190

—

—

—

—

—

181,880

22,015

1,028

4,621

209,544

Unrecognized holding gains and losses of HTM securities are not reflected in the Financial Statements, as they represent fair 
value fluctuations from the later of:  (i) the date a security is designated as HTM either through purchase or transfer from AFS; 
or (ii) the date that an OTTI charge is recognized on an HTM security, through the date of the balance sheet. 

91

 
 
 
 
 
 
 
 
 
(c) The cost/amortized cost, unrealized gains and losses, and fair value of AFS securities were as follows:

December 31, 2016

($ in thousands)
AFS fixed income securities:

U.S. government and government agencies

$

Foreign government

Obligations of states and political subdivisions

Cost/
Amortized
Cost

Unrealized
Gains

Unrealized
Losses

Fair
Value

Corporate securities

CLO and other ABS

CMBS

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

Total AFS securities

December 31, 2015

($ in thousands)
AFS fixed income securities:

Corporate securities

CLO and other ABS

CMBS

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

Total AFS securities

U.S. government and government agencies

$

Foreign government

Obligations of states and political subdivisions

$

4,874,648

75,139

26,559

1,366,287

1,976,556

527,876

256,356

524,986

4,753,759

104,663

16,226

120,889

99,485

14,885

1,314,779

1,892,296

244,541

245,252

541,276

4,352,514

181,991

11,825

193,816

$

4,546,330

2,230

322

18,610

27,057

1,439

1,514

3,006

54,178

26,250

274

26,524

80,702

(36)

(16)

(5,304)

(5,860)

(355)

(1,028)

(2,798)

77,333

26,865

1,379,593

1,997,753

528,960

256,842

525,194

(15,397)

4,792,540

(305)

(355)

(660)

130,608

16,145

146,753

(16,057)

4,939,293

4,721

298

44,523

23,407

531

750

4,274

78,504

14,796

477

15,273

93,777

(91)

(2)

(160)

(15,521)

(918)

(2,410)

(3,713)

104,115

15,181

1,359,142

1,900,182

244,154

243,592

541,837

(22,815)

4,408,203

(1,998)

(40)

(2,038)

(24,853)

194,789

12,262

207,051

4,615,254

Cost/
Amortized
Cost

Unrealized
Gains

Unrealized
Losses

Fair
Value

Unrealized gains and losses of AFS securities represent fair value fluctuations from the later of:  (i) the date a security is 
designated as AFS; or (ii) the date that an OTTI charge is recognized on an AFS security, through the date of the balance sheet.  
These unrealized gains and losses are recorded in AOCI on the Consolidated Balance Sheets.

92

 
(d) The table below provides our net unrealized/unrecognized loss positions by impairment severity for both AFS and HTM 
securities as of December 31, 2016 compared to the prior year: 

($ in thousands)

December 31, 2016

December 31, 2015

Number of
Issues

% of 
Market/Book

Unrealized/
Unrecognized
Loss

Number of
Issues

% of
Market/Book

Unrealized/
Unrecognized
Loss

456

—

—

—

—

80% - 99% $

16,215

60% - 79%

40% - 59%

20% - 39%

0% - 19%

—

—

—

—

606

3

—

—

—

80% - 99% $

60% - 79%

40% - 59%

20% - 39%

0% - 19%

22,971

1,888

—

—

—

$

16,215

$

24,859

The severity of impairment on the securities in the table above averaged 1% of amortized cost at December 31, 2016 and 
December 31, 2015.  The decrease in the unrealized/unrecognized loss balance during 2016 was primarily from our AFS 
corporate fixed income securities portfolio, which was positively impacted by tightening credit spreads.

Quantitative information regarding unrealized losses on our AFS portfolio is provided below.  Our HTM portfolio had $0.2 
million in unrealized/unrecognized losses at December 31, 2016 and no unrealized/unrecognized losses at December 31, 2015.

December 31, 2016

Less than 12 months

12 months or longer

Total

Fair 
Value

Unrealized
Losses

Fair
Value

Unrealized
Losses

Fair
Value

Unrealized
Losses

($ in thousands)

AFS fixed income securities:

U.S. government and government agencies

$

Foreign government

Obligations of states and political subdivisions

Corporate securities

CLO and other ABS

CMBS

RMBS

6,419

13,075

306,509

462,902

189,795

82,492

279,480

(36)

(16)

(5,304)

(5,771)

(354)

(1,021)

(2,489)

—

—

—

4,913

319

1,645

8,749

Total AFS fixed income securities

1,340,672

(14,991)

15,626

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

11,271

6,168

17,439

(305)

(355)

(660)

—

—

—

—

—

—

(89)

(1)

(7)

(309)

(406)

—

—

—

6,419

13,075

306,509

467,815

190,114

84,137

288,229

(36)

(16)

(5,304)

(5,860)

(355)

(1,028)

(2,798)

1,356,298

(15,397)

11,271

6,168

17,439

(305)

(355)

(660)

Total AFS securities

$

1,358,111

(15,651)

15,626

(406)

1,373,737

(16,057)

93

 
 
 
 
 
 
 
 
 
December 31, 2015

Less than 12 months

12 months or longer

Total

($ in thousands)

AFS fixed income securities:

Fair 
Value

Unrealized
Losses

Fair
Value

Unrealized
Losses

Fair
Value

Unrealized
Losses

U.S. government and government agencies

$

16,006

Foreign government

Obligations of states and political subdivisions

Corporate securities

CLO and other ABS

CMBS

RMBS

1,067

28,617

761,479

197,477

146,944

264,914

(87)

(2)

(160)

(12,671)

(807)

(2,196)

(1,992)

396

—

—

50,382

12,022

15,385

63,395

       Total AFS fixed income securities

1,416,504

(17,915)

141,580

AFS equity securities:

Common stock

Preferred stock

    Total AFS equity securities

31,148

1,531

32,679

Total AFS securities

$

1,449,183

(1,998)

(40)

(2,038)

(19,953)

—

—

—

(4) $

16,402

$

—

—

(2,850)

(111)

(214)

(1,721)

(4,900)

—

—

—

1,067

28,617

811,861

209,499

162,329

328,309

(91)

(2)

(160)

(15,521)

(918)

(2,410)

(3,713)

1,558,084

(22,815)

31,148

1,531

32,679

(1,998)

(40)

(2,038)

141,580

(4,900) $

1,590,763

$

(24,853)

We do not intend to sell any of the securities in the tables above, nor do we believe we will be required to sell any of these 
securities.  Additionally, we have reviewed these securities in accordance with our OTTI policy, as described in Note 2.  
“Summary of Significant Accounting Policies” of this Form 10-K and have concluded that they are temporarily impaired.  This 
conclusion reflects our current judgment as to the financial position and future prospects of the entity that issued the security 
and underlying collateral.  If our judgment about an individual security changes in the future, we may ultimately record a credit 
loss after having originally concluded that one did not exist, which could have a material impact on our net income and 
financial position in future periods. 

(e) Fixed income securities at December 31, 2016, by contractual maturity are shown below.  MBS are included in the maturity 
tables using the estimated average life of each security.  Expected maturities may differ from contractual maturities because 
issuers may have the right to call or prepay obligations with or without call or prepayment penalties.

Listed below are HTM fixed income securities at December 31, 2016:

($ in thousands)

Due in one year or less

Due after one year through five years

Due after five years through 10 years

Total HTM fixed income securities

Listed below are AFS fixed income securities at December 31, 2016:

($ in thousands)

Due in one year or less

Due after one year through five years

Due after five years through 10 years

Due after 10 years

Total AFS fixed income securities

Carrying Value

Fair Value

$

$

55,505

37,536

8,515

101,556

56,249

39,853

9,109

105,211

Fair Value

374,080

2,141,596

2,090,677

186,187

4,792,540

$

$

(f) We evaluate the alternative investments and tax credit investments included in our other investments portfolio to determine 
whether those investments are VIEs and if so, whether consolidation is required.  A VIE is an entity that either has equity 
investors that lack certain essential characteristics of a controlling financial interest or lack sufficient funds to finance its own 
activities without financial support provided by other entities.  We consider several significant factors in determining if our 
investments are VIEs and if we are the primary beneficiary, including whether we have:  (i) the power to direct activities of the 
VIE; (ii) the ability to remove the decision maker of the VIE; (iii) the ability to participate in making decisions that are 
significant to the VIE; and (iv) the obligation to absorb losses and the right to receive benefits that could potentially be 

94

 
 
 
 
 
 
 
significant to the VIE.  We have determined that the investments in our other investment portfolio are VIEs, but that we are not 
the primary beneficiary and therefore, consolidation is not required.  

The following table summarizes our other investment portfolio by strategy:

Other Investments

December 31, 2016

December 31, 2015

($ in thousands)

Alternative Investments

Private equity

Private credit

Real assets

Total alternative investments

Other securities

Carrying
Value

Remaining
Commitment

Maximum
Exposure to Loss1

Carrying
Value

Remaining
Commitment

Maximum
Exposure to Loss1

$

41,135

28,193

14,486

83,814

18,583

76,774

40,613

22,899

140,286

3,400

117,909

68,806

37,385

224,100

21,983

35,088

13,246

19,500

67,834

10,008

30,204

15,129

25,820

71,153

3,200

65,292

28,375

45,320

138,987

13,208

Total other investments
1The maximum exposure to loss includes both the carry value of these investments and the related unfunded commitments.  In addition, tax credits that have 
been previously recognized in Other securities are subject to the risk of recapture, which we do not consider significant. 

143,686

102,397

246,083

77,842

74,353

$

152,195

The following is a description of our alternative investment strategies:

Our private equity strategy includes the following:

•  Primary Private Equity:  This strategy makes private equity investments, primarily in established large and middle 

market companies across diverse industries globally.

• 

Secondary Private Equity:  This strategy purchases seasoned private equity funds from investors desiring liquidity 
prior to normal fund termination.  Investments are made across all sectors of the private equity market, including 
leveraged buyouts ("LBO"), venture capital, distressed securities, mezzanine financing, real estate, and infrastructure.

•  Venture Capital:  In general, these investments are made principally by investing in equity securities of privately-held 
corporations, for long-term capital appreciation.  This strategy makes private equity investments in growth equity and 
buyout partnerships.

Our private credit strategy includes the following:

•  Middle Market Lending:  This strategy provides privately negotiated loans to U.S. middle market companies. 

Typically, these are floating rate, senior secured loans diversified across industries.  Loans can be made to private 
equity sponsor-backed companies or non-sponsored companies to finance LBOs, recapitalizations, and acquisitions. 

•  Mezzanine Financing:  This strategy provides privately negotiated fixed income securities, generally with an equity 
component, to LBO firms and private and publicly traded large, mid, and small-cap companies to finance LBOs, 
recapitalizations, and acquisitions.

•  Distressed Debt:  This strategy makes direct and indirect investments in debt and equity securities of companies that 
are experiencing financial and/or operational distress.  Investments include buying indebtedness of bankrupt or 
financially troubled companies, small balance loan portfolios, special situations and capital structure arbitrage trades, 
commercial real estate mortgages, and similar non-U.S. securities and debt obligations. 

Our real assets strategy includes the following:

•  Energy & Power Generation:  This strategy makes energy and power generation investments in cash flow generating 
infrastructure assets.  Energy investments are made in a variety of industries including oil, natural gas, and coal.  
These investments are diversified across the energy supply chain and include assets in the exploration and production, 
pipeline, and refining sectors.  Power generation includes investments in:  (i) conventional power, such as natural gas 
and oil; (ii) renewable power, such as wind and solar; and (iii) electric transmission and distribution.

•  Real Estate:  This strategy invests opportunistically in real estate in North America, Europe, and Asia via direct 

property ownership, joint ventures, mortgages, and investments in equity and debt instruments.

95

 
 
 
Our alternative investment strategies generally employ low or moderate levels of leverage and use hedging only to reduce 
foreign exchange or interest rate volatility.  At this time, our alternative investment strategies do not include hedge funds.  We 
cannot redeem our investments with the general partners of these investments; however, occasionally these partnerships can be 
traded on the secondary market.  Once liquidation is triggered by clauses within the limited partnership agreements or at the 
funds’ stated end date, we will receive our final allocation of capital and any earned appreciation of the underlying investments, 
assuming we have not divested ourselves of our partnership interests prior to that time.  We currently receive distributions from 
these alternative investments through the realization of the underlying investments in the limited partnerships.  We anticipate 
that the general partners of these alternative investments will liquidate their underlying investment portfolios through 2030.

The following tables set forth summarized financial information for our other investments portfolio, including the portion not 
owned by us.  The investments are carried under the equity method of accounting.  The last line in the income statement 
information table below reflects our share of the aggregate income, which is the portion included in our Financial Statements.  
As the majority of these investments report results to us on a one quarter lag, the summarized financial statement information is 
as of, and for the 12-month period ended, September 30: 

Balance Sheet Information

September 30,

($ in millions)

Investments

Total assets

Total liabilities

Total partners’ capital

Income Statement Information
12 months ended September 30,
($ in millions)
Net investment income
Realized gains
Net change in unrealized (depreciation) appreciation
Net income

Insurance Subsidiaries' alternative investments income 

$

$

$

2016

2015

11,244
12,075

1,802

10,273

2016

2015

2014

(44)
1,374
(719)
611

3.1

129
1,187
(1,364)
(48)

(1.9)

7,527

8,515

316

8,199

226
581
1,098
1,905

13.6

(g) We did not have exposure to any credit concentration risk of a single issuer greater than 10% of our stockholders' equity, 
other than certain U.S. government agencies, as of December 31, 2016 or December 31, 2015. 

(h) We have pledged certain AFS fixed income securities as collateral related to our relationships with the Federal Home Loan 
Bank of Indianapolis ("FHLBI") and the Federal Home Loan Bank of New York ("FHLBNY").  In addition, certain securities 
were on deposit with various state and regulatory agencies at December 31, 2016 to comply with insurance laws.  We retain all 
rights regarding securities pledged as collateral.  

The following table summarizes the market value of these securities at December 31, 2016:

($ in millions)

U.S. government and government agencies

CMBS

RMBS

Total pledged as collateral

 FHLBI
Collateral

FHLBNY
Collateral

State and
Regulatory
Deposits

Total

$

$

7.4

0.5

59.6

67.5

—

—

58.2

58.2

24.8

—

—

24.8

32.2

0.5

117.8

150.5

96

 
(i) The components of pre-tax net investment income earned were as follows: 

($ in thousands)

Fixed income securities

Equity securities

Short-term investments

Other investments

Investment expenses

Net investment income earned

2016

2015

2014

$

$

129,306

123,230

7,368

686

2,940

(9,546)

130,754

9,161

112

(1,890)

(9,297)

121,316

126,489

7,449

66

13,580

(8,876)

138,708

(j) The following tables summarize OTTI by asset type for the periods indicated:

2016

($ in thousands)

AFS fixed income securities:

Obligations of states and political subdivisions

Corporate securities

CLO and other ABS

CMBS

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

Total OTTI losses

2015

($ in thousands)

AFS fixed income securities:

Corporate securities

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

Total OTTI losses

2014

($ in thousands)

AFS fixed income securities:

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Total AFS equity securities

Other investments

Total OTTI losses

Gross

Included in OCI

Recognized in
Earnings

2,797

1,880

19

220

275

5,191

3,316

2

3,318

8,509

—

—

—

—

10

10

—

—

—

10

2,797

1,880

19

220

265

5,181

3,316

2

3,318

8,499

Gross

Included in OCI

Recognized in
Earnings

2,188

1

2,189

15,996

181

16,177

18,366

—

—

—

—

—

—

—

2,188

1

2,189

15,996

181

16,177

18,366

Gross

Included in OCI

Recognized in
Earnings

7

7

10,517

10,517

580

11,104

—

—

—

—

—

—

7

7

10,517

10,517

580

11,104

$

$

$

$

$

$

97

 
 
 
 
 
 
 
 
 
 
The majority of the OTTI charges in 2016 were on securities for which we had the intent to sell to facilitate our fixed income 
strategy change to more actively manage the portfolio to maximize after-tax income and total return, while maintaining a 
similar level of credit quality and duration risk.  Charges in 2015 and 2014 related to equity securities for which we had the 
intent to sell in relation to a change in our high-dividend yield strategy, with the remaining charges relating to securities that we 
did not believe would recover in the near term.

(k) The components of net realized gains, excluding OTTI charges, were as follows:

($ in thousands)

HTM fixed income securities

Gains

Losses

AFS fixed income securities

Gains

Losses

AFS equity securities

Gains

Losses

Short-term investments

Gains

Losses

Other investments

Gains

Losses

Total net realized investment gains

2016

2015

2014

$

$

3

(1)

7,741

(11,411)

8,108

(864)

—
(13)

3

(4)

3,562

5

(1)

4,515

(312)

29,168

(1,347)

—

—

162

(653)

31,537

2

(20)

1,945

(392)

36,871

(704)

—

—

1

—

37,703

Realized gains and losses on the sale of investments are determined on the basis of the cost of the specific investments sold.  
Proceeds from the sale of AFS securities were $1,046.1 million in 2016, $234.1 million in 2015, and $259.0 million in 2014.  

Net realized gains in the table above were driven by the following:

• 

• 

• 

2016:  A repositioning of our equity portfolio partially offset by net losses in our AFS fixed income portfolio related to 
the change in our strategy to more actively manage this portfolio.
2015:  A change in our dividend strategy from a quantitative, model-driven stock selection strategy to a 
fundamentally-based stock selection approach that incorporates an assessment of the sustainability and growth rate of 
a company's dividends and future cash flow.
2014:  A quantitative rebalancing of our dividend yield strategy holdings within our equity portfolio.

98

 
 
 
 
 
 
 
 
 
 
 
 
Note 6. Comprehensive Income
(a) The components of comprehensive income, both gross and net of tax, for 2016, 2015, and 2014 were as follows:

2016
($ in thousands)
Net income

Components of OCI:
Unrealized losses (gains) on investment securities:
Unrealized holding losses during the year

Non-credit portion of other-than-temporary impairments recognized in other
comprehensive income
Amounts reclassified into net income:

HTM securities

Non-credit OTTI

Realized losses on AFS securities

Net unrealized losses

Defined benefit pension and post-retirement plans:

Net actuarial loss

Amounts reclassified into net income:

Net actuarial loss

Defined benefit pension and post-retirement plans

Other comprehensive loss

Comprehensive income

2015
($ in thousands)
Net income
Components of OCI:
Unrealized gains on investment securities:

Unrealized holding losses during the year
Amounts reclassified into net income:

HTM securities
Non-credit OTTI
Realized gains on AFS securities

Net unrealized losses

Defined benefit pension and post-retirement plans:

Net actuarial gain
Amounts reclassified into net income:

Net actuarial loss

Defined benefit pension and post-retirement plans

Other comprehensive loss
Comprehensive income

2014

($ in thousands)

Net income

Components of OCI:
Unrealized gains on investment securities:

Unrealized holding gains during the year

Amounts reclassified into net income:

HTM securities

Non-credit OTTI

Realized gains on AFS securities

Net unrealized gains

Defined benefit pension and post-retirement plans:

Net actuarial loss
Amounts reclassified into net income:

Net actuarial loss

Defined benefit pension and post-retirement plans

Other comprehensive loss

Comprehensive income

99

Gross

Tax

Net

$

219,955

61,460

158,495

(9,195)

(10)

(141)

213

4,713

(4,420)

(12,079)

6,462
(5,617)

(10,037)

209,918

(3,218)

(4)

(49)

75

1,649

(1,547)

(4,227)

2,262
(1,965)

(3,512)

57,948

(5,977)

(6)

(92)

138

3,064

(2,873)

(7,852)

4,200
(3,652)

(6,525)
151,970  

Gross

Tax

Net

232,692

66,831

165,861

(40,221)

(14,078)

(26,143)

(580)
357
(14,016)
(54,460)

2,438

7,077
9,515
(44,945)
187,747

(203)
125
(4,906)
(19,062)

(377)
232
(9,110)
(35,398)

853

1,585

2,477
3,330
(15,732)
51,099

4,600
6,185
(29,213)
136,648

Gross

Tax

Net

197,131

55,304

141,827

72,940

25,529

47,411

(1,299)

1,669

(28,864)

44,446

(455)

584

(10,102)

15,556

(844)

1,085

(18,762)

28,890

(54,136)

(18,947)

(35,189)

1,902

(52,234)

(7,788)

189,343

666

(18,281)

(2,725)

52,579

1,236

(33,953)

(5,063)

136,764

$

$

$

$

$

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
(b) The balances of, and changes in, each component of AOCI (net of taxes) as of December 31, 2016 and 2015 were as 
follows:

Net Unrealized (Loss) Gain on Investment Securities

($ in thousands)

OTTI Related

HTM Related

All Other

Investments
Subtotal

Defined Benefit
Pension and Post-
retirement Plans

Total AOCI

Balance, December 31, 2014

$

OCI before reclassifications

Amounts reclassified from AOCI

Net current period OCI

Balance, December 31, 2015

OCI before reclassifications

Amounts reclassified from AOCI

Net current period OCI

Balance, December 31, 2016

$

(514)

—

232

232

(282)

(6)

138

132

(150)

623

(52)

(377)

(429)

194

—

(92)

(92)

102

80,284

(26,091)

(9,110)

(35,201)

45,083

(5,977)

3,064

(2,913)

42,170

80,393

(26,143)

(9,255)

(35,398)

44,995

(5,983)

3,110

(2,873)

42,122

(60,605)

1,585

4,600

6,185

(54,420)

(7,852)

4,200

(3,652)

(58,072)

19,788

(24,558)

(4,655)

(29,213)

(9,425)

(13,835)

7,310

(6,525)
(15,950)  

The reclassifications out of AOCI are as follows:

($ in thousands)

HTM related

Unrealized losses on HTM disposals

$

Amortization of net unrealized gains on HTM
securities

OTTI related

      Non-credit OTTI on disposed securities

Realized (losses) gains on AFS

Realized (losses) gains on AFS disposals

Defined benefit pension and post-retirement life plans

Net actuarial loss

Total defined benefit pension and post-retirement life

Year ended
December 31, 2016

Year ended
December 31, 2015

Affected Line Item in the Consolidated
Statement of Income

169

(310)

(141)

49

(92)

213

213

(75)

138

4,713

4,713

(1,649)

3,064

1,486

4,976

6,462

(2,262)

4,200

308 Net realized (losses) gains

(888) Net investment income earned

(580)

Income before federal income tax

203 Total federal income tax expense

(377) Net income

357 Net realized (losses) gains

357

Income before federal income tax

(125) Total federal income tax expense

232 Net income

(14,016) Net realized (losses) gains

(14,016)

Income before federal income tax

4,906 Total federal income tax expense

(9,110) Net income

1,538 Losses and loss expenses incurred

5,539

Policy acquisition costs

7,077

Income before federal income tax

(2,477) Total federal income tax expense

4,600 Net income

Total reclassifications for the period

$

7,310

(4,655) Net income

100

Note 7. Fair Value Measurements
The following table presents the carrying amounts and estimated fair values of our financial instruments as of December 31, 
2016 and 2015:

($ in thousands)

Financial Assets

Fixed income securities:

HTM

AFS

Equity securities, AFS

Short-term investments

Financial Liabilities

Short-term debt:

0.63% borrowings from FHLBI

1.25% borrowings from FHLBI

Total short-term debt

Long-term debt:

7.25% Senior Notes

6.70% Senior Notes

5.875% Senior Notes

1.61% Borrowings from FHLBNY

1.56% Borrowings from FHLBNY

3.03% Borrowings from FHLBI

   Subtotal long-term debt

   Unamortized debt issuance costs

Total long-term debt

December 31, 2016

December 31, 2015

Carrying
Amount

Fair Value

Carrying
Amount

Fair Value

101,556

4,792,540

146,753

221,701

105,211

4,792,540

146,753

221,701

201,354

4,408,203

207,051

194,819

209,544

4,408,203

207,051

194,819

—

—

—

56,148

108,333

176,860

24,286

24,219

59,313

449,159

—

—

—

49,901

99,430

185,000

25,000

25,000

60,000

444,331

(5,664)

438,667

15,000

45,000

60,000

49,898

99,415

185,000

—

—

—

334,313

(6,121)

328,192

14,977

45,083

60,060

56,929

110,363

192,474

—

—

—

359,766

$

$

For discussion regarding the fair value techniques of our financial instruments, refer to Note 2. "Summary of Significant 
Accounting Policies" in this Form 10-K.

101

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The following tables provide quantitative disclosures of our financial assets that were measured at fair value at December 31, 
2016 and 2015:

December 31, 2016

Fair Value Measurements Using

($ in thousands)

Description

Measured on a recurring basis:

AFS fixed income securities:

Assets Measured
at Fair Value
12/31/16

Quoted Prices in 
Active Markets for 
Identical Assets/ 
Liabilities
(Level 1)1

Significant Other 
Observable Inputs 
(Level 2)1

Significant 
Unobservable 
Inputs
 (Level 3)

U.S. government and government agencies

$

Foreign government

Obligations of states and political subdivisions

Corporate securities

CLO and other ABS

CMBS

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

Total AFS securities

Short-term investments

Total assets measured at fair value

$

77,333

26,865

1,379,593

1,997,753

528,960

256,842

525,194

4,792,540

130,608

16,145

146,753

4,939,293

221,701

5,160,994

27,520

—

—

—

—

—

—

27,520

122,932

16,145

139,077

166,597

221,701

388,298

49,813

26,865

1,379,593

1,997,753

528,960

256,842

525,194

4,765,020

—

—

—

4,765,020

—

4,765,020

—

—

—

—

—

—

—

—

7,676

—

7,676

7,676

—

7,676

December 31, 2015

Fair Value Measurements Using

($ in thousands)

Description

Measured on a recurring basis:

AFS fixed income securities:

Assets Measured at
Fair Value 12/31/15

Quoted Prices in 
Active Markets for 
Identical Assets/ 
Liabilities
(Level 1)1

Significant Other 
Observable Inputs 
(Level 2)1

Significant 
Unobservable 
Inputs
 (Level 3)

U.S. government and government agencies

$

Foreign government

Obligations of states and political subdivisions

Corporate securities

CLO and other ABS

CMBS

RMBS

Total AFS fixed income securities

AFS equity securities:

Common stock

Preferred stock

Total AFS equity securities

Total AFS securities

Short-term investments

Total assets measured at fair value

$

1 There were no transfers of securities between Level 1 and Level 2.

104,115

15,181

1,359,142

1,900,182

244,154

243,592

541,837

4,408,203

194,789

12,262

207,051

4,615,254

194,819

4,810,073

102

42,702

—

—

—

—

—

—

61,413

15,181

1,359,142

1,900,182

244,154

243,592

541,837

42,702

4,365,501

191,517

12,262

203,779

246,481

194,819

441,300

—

—

—

4,365,501

—

4,365,501

—

—

—

—

—

—

—

—

3,272

—

3,272

3,272

—

3,272

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The following table provides a summary of the changes in the fair value of securities measured using Level 3 inputs and related 
quantitative information during 2016: 

2016

($ in thousands)

Fair value, December 31, 2015

Total net (losses) gains for the period included in:

OCI

Net income

Purchases

Sales

Issuances

Settlements

Transfers into Level 3

Transfers out of Level 3

Fair value, December 31, 2016

Common Stock

$

3,272

—

—

6,204

(1,800)

—

—

—

—

$

7,676

The following tables provide quantitative information regarding our financial assets and liabilities that were disclosed at fair 
value at December 31, 2016 and 2015:

December 31, 2016

Fair Value Measurements Using

($ in thousands)

Financial Assets

HTM:

Obligations of states and political subdivisions

Corporate securities

CMBS

Total HTM fixed income securities

Financial Liabilities

Long-term debt:

7.25% Senior Notes

6.70% Senior Notes

5.875% Senior Notes

1.61% Borrowings from FHLBNY

1.56% Borrowings from FHLBNY

3.03% Borrowings from FHLBI

Total long-term debt

Assets/Liabilities 
Disclosed at 
Fair Value 
12/31/2016

Quoted Prices in 
Active Markets 
for Identical 
Assets/Liabilities
(Level 1)

Significant Other 
Observable Inputs
(Level 2)

Significant 
Unobservable 
Inputs
(Level 3)

$

$

$

79,916

24,075

1,220

105,211

56,148

108,333

176,860

24,286

24,219

59,313

—

—

—

—

—

—

176,860

—

—

—

$

449,159

176,860

79,916

16,565

1,220

97,701

56,148

108,333

—

24,286

24,219

59,313

272,299

—

7,510

—

7,510

—

—

—

—

—

—

—

103

December 31, 2015

Fair Value Measurements Using

($ in thousands)

Financial Assets

HTM:

Obligations of states and political subdivisions

Corporate securities

CLO and other ABS

CMBS

Total HTM fixed income securities

Financial Liabilities

Short-term debt:

0.63% borrowings from FHLBI

1.25% borrowings from FHLBI

Total short-term debt

Long-term debt:

7.25% Senior Notes

6.70% Senior Notes

5.875% Senior Notes

Total long-term debt

Assets/Liabilities 
Disclosed at 
Fair Value 
12/31/2015

Quoted Prices in 
Active Markets for 
Identical Assets/
Liabilities
(Level 1)

Significant Other 
Observable Inputs
(Level 2)

Significant 
Unobservable 
Inputs
(Level 3)

$

$

$

$

181,880

22,015

1,028

4,621

209,544

14,977

45,083

60,060

56,929

110,363

192,474

359,766

—

—

—

—

—

—

—

—

—

—

192,474

192,474

181,880

18,679

1,028

4,621

206,208

14,977

45,083

60,060

56,929

110,363

—

167,292

—

3,336

—

—

3,336

—

—

—

—

—

—

—

Note 8. Reinsurance
Our Financial Statements reflect the effects of assumed and ceded reinsurance transactions.  Assumed reinsurance refers to the 
acceptance of certain insurance risks that other insurance entities have underwritten.  Ceded reinsurance involves transferring 
certain insurance risks (along with the related written and earned premiums) that we have underwritten to other insurance 
companies that agree to share these risks.  The primary purpose of ceded reinsurance is to protect the Insurance Subsidiaries 
from potential losses in excess of the amount that we are prepared to accept.  Our major treaties covering property, property 
catastrophe, and casualty business are excess of loss contracts.  In addition, we have an intercompany quota share pooling 
arrangement and other minor quota share treaties. 

As a Standard Commercial Lines and E&S Lines writer, we are required to participate in Terrorism Risk Insurance Program 
Reauthorization Act ("TRIPRA"), which was extended by Congress to December 31, 2020.  TRIPRA requires private insurers 
and the United States government to share the risk of loss on future acts of terrorism certified by the U.S. Secretary of the 
Treasury.  Under TRIPRA, each participating insurer is responsible for paying a deductible of specified losses before federal 
assistance is available.  This deductible is based on a percentage of the prior year’s applicable Standard Commercial Lines and 
E&S Lines premiums.  In 2017, our deductible is approximately $304 million.  For losses above the deductible, the federal 
government will pay 83% of losses to an industry limit of $100 billion, and the insurer retains 17%.  The federal share of losses 
will be reduced by 1% each year to 80% by 2020.  

The Insurance Subsidiaries remain liable to policyholders to the extent that any reinsurer becomes unable to meet their 
contractual obligations.  We evaluate and monitor the financial condition of our reinsurers under voluntary reinsurance 
arrangements to minimize our exposure to significant losses from reinsurer insolvencies.  On an ongoing basis, we review 
amounts outstanding, length of collection period, changes in reinsurer credit ratings, and other relevant factors to determine 
collectability of reinsurance recoverables.  The allowance for uncollectible reinsurance recoverables was $5.5 million at 
December 31, 2016 and $5.7 million at December 31, 2015.

104

 
The following table represents our total reinsurance balances segregated by reinsurer to depict our concentration of risk 
throughout our reinsurance portfolio:

($ in thousands)

Total reinsurance recoverables

Total prepaid reinsurance premiums

Total reinsurance balance

Federal and state pools1:

NFIP

New Jersey Unsatisfied Claim Judgment Fund

Other

Total federal and state pools

Remaining reinsurance balance

Munich Re Group (A.M. Best rated "A+")

Hannover Ruckversicherungs AG (A.M. Best rated "A+")

AXIS Reinsurance Company (A.M. Best rated "A+")

Swiss Re Group (A.M. Best rated "A+")

Partner Reinsurance Company of the U.S. (A.M. Best rated “A”)

All other reinsurers

   Total reinsurers
Less: collateral2

   Reinsurers, net of collateral

As of December 31, 2016

As of December 31, 2015

Reinsurance
Balances

% of
Reinsurance
Balance

Reinsurance
Balances

% of
Reinsurance
Balance

$

$

$

621,537

146,282

767,819

211,181

65,574

3,227

279,982

487,837

119,520

106,298

59,737

50,494

21,125

130,663

487,837

(113,763)

$

374,074

$

$

$

561,968

140,889

702,857

164,130

71,884

3,136

239,150

463,707

112,889

99,535

53,374

51,340

20,748

125,821

463,707

(106,449)

$

357,258

27%

9

—

36

64

16

13

8

7

3

17

64%

24%

10

—

34

66

16

14

8

7

3

18

66%

 1 Considered to have minimal risk of default. 
  2 Includes letters of credit, trust funds, and funds held against reinsurance recoverables.

   Note: Some amounts may not foot due to rounding.

Under our reinsurance arrangements, which are prospective in nature, reinsurance premiums ceded are recorded as prepaid 
reinsurance and amortized over the remaining contract period in proportion to the reinsurance protection provided, or recorded 
periodically, as per the terms of the contract, in a direct relationship to the gross premium recording.  Reinsurance recoveries 
are recognized as gross losses are incurred.

The following table contains a listing of direct, assumed, and ceded reinsurance amounts for premiums written, premiums 
earned, and losses and loss expenses incurred:

($ in thousands)
Premiums written:
Direct
Assumed
Ceded
Net

Premiums earned:
Direct
Assumed
Ceded
Net

Losses and loss expenses incurred:
Direct
Assumed
Ceded
Net

2016

2015

2014

2,577,259
28,779
(368,750)
2,237,288

2,484,715
28,214
(363,357)
2,149,572

1,560,356
22,708
(348,267)
1,234,797

2,403,519
23,848
(357,463)
2,069,904

2,330,267
23,209
(363,567)
1,989,909

1,274,872
16,996
(143,327)
1,148,541

2,228,270
26,306
(369,296)
1,885,280

2,183,258
34,653
(365,302)
1,852,609

1,314,864
26,187
(183,550)
1,157,501

$

$

$

$

$

$

105

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The ceded premiums and losses related to our participation in the NFIP, under which 100% of our flood premiums, and losses 
and loss expenses are ceded to the NFIP, are as follows:

Ceded to NFIP ($ in thousands)

Ceded premiums written

Ceded premiums earned

Ceded losses and loss expenses incurred

2016

2015

2014

$

(232,245)

(227,882)

(239,891)

(228,907)

(233,940)

(62,078)

(237,718)

(234,224)

(57,323)

Note 9. Reserves for Losses and Loss Expenses
(a) The table below provides a roll forward of reserves for losses and loss expenses for beginning and ending reserve balances:

($ in thousands)

2016

2015

2014

Gross reserves for losses and loss expenses, at beginning of year

$

3,517,728

Less: reinsurance recoverable on unpaid losses and loss expenses, at beginning of year

Net reserves for losses and loss expenses, at beginning of year

Incurred losses and loss expenses for claims occurring in the:

Current year

Prior years

Total incurred losses and loss expenses

Paid losses and loss expenses for claims occurring in the:

Current year

Prior years

Total paid losses and loss expenses

Net reserves for losses and loss expenses, at end of year

Add: Reinsurance recoverable on unpaid losses and loss expenses, at end of year

551,019

2,966,709

1,300,565

(65,768)

1,234,797

450,811

670,176

1,120,987

3,080,519

611,200

Gross reserves for losses and loss expenses at end of year

$

3,691,719

3,477,870

571,978

2,905,892

1,217,550

(69,009)

1,148,541

446,550

641,174

1,087,724

2,966,709

551,019

3,517,728

3,349,770

540,839

2,808,931

1,216,770

(59,269)

1,157,501

468,478

592,062

1,060,540

2,905,892

571,978

3,477,870

Our net losses and loss expense reserves increased by $113.8 million in 2016, $60.8 million in 2015, and $97.0 million in 2014.  
The losses and loss expense reserves are net of anticipated recoveries for salvage and subrogation claims, which amounted to 
$64.9 million for 2016, $62.1 million for 2015, and $65.1 million for 2014.  The changes in the net losses and loss expense 
reserves were the result of growth in exposures, particularly associated with our E&S Lines of business, anticipated loss trends, 
and normal reserve changes inherent in the uncertainty in establishing reserves for losses and loss expenses.  As additional 
information is collected in the loss settlement process, reserves are adjusted accordingly.  These adjustments are reflected in the 
Consolidated Statements of Income in the period in which such adjustments are identified.  These changes could have a material 
impact on the results of operations of future periods when the adjustments are made.

In 2016, we experienced overall net favorable loss development of $65.8 million, compared to $69.0 million in 2015, and $59.3 
million in 2014.  The following table summarizes the prior year development by line of business:

(Favorable)/Unfavorable Prior Year Development

($ in millions)

General Liability

Commercial Automobile

Workers Compensation

Businessowners' Policies

Commercial Property

Homeowners

Personal Automobile

E&S

Other

Total

2016

2015

2014

$

$

(45.0)

25.3

(56.0)

1.8

0.3

1.7

1.0

7.1

(2.0)

(65.8)

(51.0)

2.4

(37.0)

2.2

(3.0)

1.5

0.4

15.5

—

(69.0)

(43.9)

(4.1)

—

1.9

(2.1)

(4.0)

(10.8)

3.7

—

(59.3)

The prior accident year development during 2016 was favorable by $65.8 million, which included $69.0 million of net favorable 
casualty development and $3.2 million of unfavorable property development.  The net favorable casualty reserve development 
was largely driven by the general liability line of business, including products liability and excess liability, and by the workers 
compensation line.  Partially offsetting this net favorable development was the commercial auto line of business, which 
experienced $25.0 million of unfavorable casualty development in 2016.  In addition, our E&S Lines experienced unfavorable 
casualty development of $6.0 million in 2016. 

106

 
 
 
 
 
 
The majority of the 2016 net favorable development was attributable to accident years 2013 and prior, driven by the general 
liability and workers compensation lines of business.  This net favorable development was partially offset by unfavorable 
development in accident years 2014 and 2015, which was attributable to our commercial auto and E&S Lines of business.  The 
unfavorable development in our commercial auto line of business was driven primarily by bodily injury liability for accident 
years 2014 and 2015.  The unfavorable development in accident year 2014 was driven by higher than expected severity, whereas 
accident year 2015 was driven by higher than expected frequency and severity.

The prior accident year development during 2015 was favorable by $69.0 million, which included $67.0 million of net favorable 
casualty development and $2.0 million of favorable property development.  The net favorable casualty reserve development was 
largely driven by the general liability and workers compensation lines of business.  For workers compensation, this was a 
significant change from 2014, during which period this line experienced no development.  Our E&S Lines experienced 
unfavorable casualty development of $15.5 million in 2015.

The majority of the 2015 net favorable development was attributable to accident years 2009 through 2013, driven by general 
liability and workers compensation lines of business.  This net favorable development was partially offset by unfavorable 
development in accident years 2012 through 2014, which was attributable to our E&S Lines. 

The prior accident year development during 2014 was favorable by $59.3 million, which included $48.2 million of net favorable 
casualty development and $11.1 million of property development.  The property development was primarily related to a prior year 
reinsurance recoverable.  The net favorable casualty reserve development was largely driven by the general liability and personal 
automobile lines of business.  Conversely, businessowners' policies and our E&S Lines experienced unfavorable emergence in 
2014.     

The majority of the 2014 net favorable development was attributable to accident years 2010 through 2012, although earlier 
accident years also developed favorably.  The general liability, commercial automobile, and personal automobile lines of business 
all contributed to this development, partially offset by businessowners’ liability.  The overall favorable development for accident 
years 2012 and prior was partially offset by unfavorable development in accident year 2013, which was largely attributable to 
commercial automobile liability, and partially E&S Lines casualty.

(b) Reserves established for liability insurance include exposure to asbestos and environmental claims.  These claims have arisen 
primarily from insured exposures in municipal government, small non-manufacturing commercial risk, and homeowners policies.  
The emergence of these claims is slow and highly unpredictable.  There are significant uncertainties in estimating our exposure to 
asbestos and environmental claims (for both case and IBNR reserves) resulting from lack of relevant historical data, the delayed 
and inconsistent reporting patterns associated with these claims, and uncertainty as to the number and identity of claimants and 
complex legal and coverage issues.  Legal issues that arise in asbestos and environmental cases include federal or state venue, 
choice of law, causation, admissibility of evidence, allocation of damages and contribution among joint defendants, successor and 
predecessor liability, and whether direct action against insurers can be maintained.  Coverage issues that arise in asbestos and 
environmental cases include the interpretation and application of policy exclusions, the determination and calculation of policy 
limits, the determination of the ultimate amount of a loss, the extent to which a loss is covered by a policy, if at all, the obligation 
of an insurer to defend a claim, and the extent to which a party can prove the existence of coverage.  Courts have reached different 
and sometimes inconsistent conclusions on these legal and coverage issues.  We do not discount to present value that portion of 
our losses and loss expense reserves expected to be paid in future periods.

The following table details our losses and loss expense reserves for various asbestos and environmental claims:

($ in millions)

Asbestos

Landfill sites

Leaking underground storage tanks

Total

2016

Gross

Net

$

$

7.9

12.8

9.3

30.0

6.6

8.1

8.0

22.7

Estimating IBNR reserves for asbestos and environmental claims is difficult because of the delayed and inconsistent reporting 
patterns associated with these claims.  In addition, there are significant uncertainties associated with estimating critical 
assumptions, such as average clean-up costs, third-party costs, potentially responsible party shares, allocation of damages, 
litigation and coverage costs, and potential state and federal legislative changes.  Normal historically based actuarial approaches 
cannot be applied to asbestos and environmental claims because past loss history is not indicative of future potential asbestos and 

107

 
 
 
environmental losses.  In addition, while certain alternative models can be applied, such models can produce significantly 
different results with small changes in assumptions.  As a result, we do not calculate an asbestos and environmental loss range.  
Historically, our asbestos and environmental claims have been significantly lower in volume as, prior to the introduction of the 
absolute pollution exclusion endorsement in the mid-1980’s, we were primarily a personal lines carrier and therefore do not have 
broad exposure to asbestos and environmental claims.  Additionally, we are the primary insurance carrier on the majority of these 
exposures, which provides more certainty in our reserve position compared to other insurance carriers.

The following table provides a roll forward of gross and net asbestos and environmental incurred losses and loss expenses and 
related reserves thereon:

($ in thousands)
Asbestos

Reserves for losses and loss expenses at beginning of year

Incurred losses and loss expenses

Less: losses and loss expenses paid

Reserves for losses and loss expenses at the end of year

Environmental

Reserves for losses and loss expenses at beginning of year

Incurred losses and loss expenses

Less: losses and loss expenses paid

Reserves for losses and loss expenses at the end of year

Total Asbestos and Environmental Claims

Reserves for losses and loss expenses at beginning of year

Incurred losses and loss expenses

Less: losses and loss expenses paid

Reserves for losses and loss expenses at the end of year

2016

2015

2014

Gross

Net

Gross

Net

Gross

Net

$

$

$

$

$

$

8,024

77

(254)

7,847

22,387
1,406

(1,678)

22,115

30,411

1,483

(1,932)

29,962

6,793

77

(255)

6,615

16,368
1,303

(1,570)

16,101

23,161

1,380

(1,825)

22,716

8,751

(428)

(299)

8,024

21,902

3,396

(2,911)

22,387

30,653

2,968

(3,210)

30,411

7,314

(77)

(444)

6,793

15,680

3,397

(2,709)

16,368

22,994

3,320

(3,153)

23,161

8,897

60

(206)

8,751

23,867

107

(2,072)

21,902

32,764

167

(2,278)

30,653

7,518

—

(204)

7,314

17,649

—

(1,969)

15,680

25,167

—

(2,173)

22,994

(c) The following is information about incurred and paid claims development as of December 31, 2016, net of reinsurance, as well 
as cumulative claim frequency and the total of IBNR liabilities.  During the experience period, we implemented a series of 
claims-related initiatives and claims management changes.  These initiatives focused on claims handling and reserving, medical 
claims costs, and loss adjustment expenses.  As a result of these initiatives, several historical patterns have changed and may no 
longer be appropriate to use as the sole basis for projections.

The information about incurred and paid claims development for the years ended December 31, 2007 to 2015 is presented as 
supplementary information.

All Lines
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of 
December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$ 1,038,585 1,066,670 1,047,912 1,028,546 1,028,956 1,015,897 1,003,552

998,496

957,247

988,584

990,931

920,143

941,972

950,114

964,862

916,691

973,742

947,306

883,590

977,959

936,975

927,958

870,057

869,927

956,600

943,118

922,404

1,042,576 1,061,667 1,062,233 1,056,107 1,033,518

1,023,726

992,673

931,785

857,960

989,709

926,017

853,401

915,131

42,970

48,590

49,532

65,625

82,565

1,065,437 1,071,290 1,020,655

998,028

973,089

101,992

1,044,142 1,062,045 1,047,230

1,021,007

182,613

1,107,513 1,133,798

1,146,990

278,689

1,114,081

1,130,513

375,894

1,188,608

589,938

Total

10,168,191

108

Cumulative
Number of
Reported
Claims

84,996

85,264

85,444

94,093

104,303

103,498

90,330

93,747

91,410

85,202

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
All Lines
(in thousands)

Accident
Year

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

350,369

543,949

286,314

665,277

489,633

277,275

762,422

609,851

442,417

328,826

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

835,347

690,016

540,982

509,910

391,944

877,933

764,196

634,902

625,229

585,867

378,067

896,590

798,996

695,249

704,895

692,730

555,819

335,956

912,683

819,280

736,100

773,536

782,655

651,544

518,872

405,898

920,931

839,392

760,589

803,773

852,202

743,742

644,475

614,075

376,641

929,082

853,769

775,885

823,770

901,801

810,135

748,758

736,154

581,203

387,272

All outstanding liabilities before 2007, net of reinsurance

324,070

Liabilities for loss and loss adjustment expenses, net of reinsurance

2,944,432

Total

7,547,829

General Liability
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$ 252,732

256,627

255,538

250,834

248,807

242,878

234,173

234,697

231,439

250,239

243,755

243,536

234,770

233,712

224,236

219,551

221,640

237,913

241,625

233,530

223,146

212,947

211,243

206,387

215,208

228,680

242,499

237,154

222,328

211,619

229,967

228,720

239,480

230,785

217,256

238,979

245,561

215,083

194,144

250,609

251,421

239,776

244,312

249,946

254,720

230,717

221,203

205,741

208,968

211,196

175,305

225,709

257,132

245,710

277,214

17,815

19,939

22,858

29,380

36,350

44,493

90,026

135,883

167,995

233,794

Total

2,258,895

Cumulative
Number of
Reported
Claims

14,016

13,721

13,815

12,629

11,533

9,864

10,107

10,157

9,371

7,790

General Liability
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

14,695

44,356

16,397

80,621

45,595

14,346

123,108

82,421

37,143

15,726

158,424

113,088

64,970

46,201

13,924

181,641

151,055

103,213

80,018

42,692

13,030

191,405

166,394

130,554

113,050

73,643

35,241

12,789

201,842

176,873

151,920

143,360

102,978

56,580

35,113

14,901

204,159

186,896

166,767

161,487

135,377

89,008

72,127

46,825

14,665

208,449

194,257
176,316

172,394

159,768

109,448

104,587

79,972

39,978

15,684

All outstanding liabilities before 2007, net of reinsurance
Liabilities for loss and loss adjustment expenses, net of reinsurance

72,887
1,070,929

Total

1,260,853

109

Workers Compensation
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$ 231,462

236,993

231,104

226,095

230,109

225,165

225,904

222,623

218,828

219,616

243,186

255,810

250,423

241,921

245,993

244,100

243,512

197,504

215,946

213,036

210,109

210,756

216,992

212,536

198,371

214,469

212,838

211,030

214,916

212,448

205,238

218,973

214,743

215,114

210,591

203,864

208,036

199,360

195,197

199,794

194,318

187,658

199,346

187,065

193,729

216,177

238,836

208,611

208,155

205,708

188,596

173,160

182,579

194,639

196,774

23,152

26,983

24,238

34,437

38,227

39,122

43,058

55,599

63,496

107,977

Total

2,013,235

Cumulative
Number of
Reported
Claims

16,344

14,400

12,214

12,181

11,843

11,601

11,361

10,464

10,479

9,910

Workers Compensation
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

31,478

88,786

39,628

123,681

100,678

37,885

144,713

139,144

87,299

46,795

156,320

158,083

117,019

93,281

42,941

164,373

171,403

133,116

122,442

90,836

40,911

169,941

180,556

145,417

137,184

118,847

86,909

36,829

175,205

188,206

154,726

149,086

134,646

108,211

74,568

35,924

179,011

191,265

160,529

153,795

139,232

122,755

96,376

78,944

33,857

180,865

195,962

164,336

158,078

149,269

132,052

109,739

100,876

77,320

34,525

All outstanding liabilities before 2007, net of reinsurance

Liabilities for loss and loss adjustment expenses, net of reinsurance

226,553

936,766

Total

1,303,022

Commercial Automobile
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$185,733

194,567

187,966

182,030

179,739

178,956

176,049

175,342

175,431

196,370

195,823

190,349

187,100

187,417

182,785

180,902

183,736

199,541

191,079

182,724

169,858

166,682

162,911

161,251

187,562

189,305

187,778

181,923

179,854

172,969

174,006

183,044

182,325

178,421

172,617

179,551

191,947

183,527

184,289

188,289

205,282

209,197

200,534

212,725

220,994

175,894

183,618

161,923

173,157

174,882

184,367

207,994

216,824

240,958

255,187
Total 1,974,804

1,434

1,332

1,873

2,318

5,153

6,421

18,464

37,432

65,528

106,894

Cumulative
Number of
Reported
Claims

24,074

24,105

24,554

25,194

25,146

23,751

25,215

27,129

28,475

28,740

110

Commercial Automobile
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

65,544

102,233

69,053

126,507

104,711

63,126

146,690

130,857

94,406

68,098

163,629

151,741

113,697

99,254

69,849

170,241

166,487

137,564

128,015

99,196

73,316

171,622

173,795

149,949

146,913

121,576

105,371

76,469

171,839

175,244

155,560

163,513

142,507

127,235

109,893

80,810

173,050

180,779

158,303

167,227

157,291

148,669

140,015

117,169

91,347

173,980

181,779

159,723

169,100

166,082

168,114

169,850

148,884

132,260

106,022

All outstanding liabilities before 2007, net of reinsurance

Liabilities for loss and loss adjustment expenses, net of reinsurance

3,271

402,281

Total

1,575,794

Businessowners' Policies
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$ 32,749

34,011

39,660

33,397

38,986

48,535

31,212

39,334

51,762

53,669

29,270

32,974

46,645

49,285

54,469

29,393

30,250

43,828

42,408

57,083

54,342

28,440

29,793

43,553

39,915

51,047

48,029

49,617

28,503

31,066

44,938

40,899

58,242

46,303

42,618

55,962

29,691

31,340

44,299

40,581

59,256

44,172

41,005

60,949

52,871

29,288

30,967

44,273

41,239

58,966

44,077

40,624

62,548

53,768

52,335

Total

458,085

124

94

730

693

2,177

834

4,189

10,891

12,089

16,027

Cumulative
Number of
Reported
Claims

2,956

3,258

3,473

3,917

4,956

5,533

3,474

4,038

3,860

3,398

Businessowners' Policies
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

14,051

18,870

15,019

22,583

21,765

18,915

24,978

24,449

29,612

20,821

25,759

25,738

32,689

28,131

27,884

27,273

28,026

36,073

31,027

37,362

22,199

28,073

28,660

40,052

34,705

41,011

31,833

17,412

28,095

28,589

42,895

37,819

46,444

35,089

26,592

28,914

28,368

29,778

43,358

38,900

52,114

37,215

30,845

40,584

24,189

29,048

30,873
43,448

40,279

55,856

38,766

34,760

44,911

36,014

24,655

All outstanding liabilities before 2007, net of reinsurance
Liabilities for loss and loss adjustment expenses, net of reinsurance

7,327
86,802

Total

378,610

111

Commercial Property
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$ 98,167

104,160

100,809

101,027

103,183

103,381

102,998

102,732

102,679

97,578

102,860

101,436

101,470

101,265

101,702

101,043

100,881

82,619

82,124

105,647

82,025

96,851

82,014

97,386

80,774

96,127

80,455

95,530

80,558

95,363

136,954

131,667

130,942

131,282

131,353

118,464

114,224

115,375

116,658

88,101

90,639

90,103

141,192

136,249

110,270

103,077

101,043

80,545

95,178

131,113

117,102

90,005

136,820

109,513

121,927
Total 1,086,323

2

4

10

21

22

(22)

(78)

(1,052)

(1,320)

7,112

Cumulative
Number of
Reported
Claims

6,919

7,604

7,009

7,667

9,035

8,512

5,704

6,503

6,380

6,253

Commercial Property
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

63,159

95,050

68,211

99,036

98,921

59,933

99,942

100,465

78,695

69,543

101,805

99,288

80,433

91,918

94,538

102,310

100,213

80,894

94,602

127,580

81,528

102,370

100,752

80,251

95,111

129,579

108,834

60,244

102,532

100,908

80,352

95,270

130,681

111,503

87,874

101,131

102,663

100,868

80,529

95,147

131,060

114,699

90,446

132,909

79,048

103,061

101,034

80,509

95,156

131,115

116,291

90,350

136,634

106,182

83,966

All outstanding liabilities before 2007, net of reinsurance

Liabilities for loss and loss adjustment expenses, net of reinsurance

254

42,279

Total

1,044,298

Personal Automobile
(in thousands)

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

$ 97,161

102,932

103,283

102,325

101,744

101,654

101,814

101,747

101,750

100,311

106,999

106,842

103,934

100,213

99,912

99,686

99,255

93,808

103,319

105,033

103,908

104,734

103,866

103,393

103,340

110,075

112,346

109,515

107,490

107,405

113,232

116,164

113,686

112,993

114,241

113,771

114,921

109,832

109,324

108,417

109,620

106,225

102,250

109,325

96,387

Cumulative
Number of
Reported
Claims

IBNR

254

264

256

277

644

988

2,252

6,945

13,594

18,187

15,354

16,042

17,346

20,821

22,700

22,332

22,359

22,478

20,797

19,044

2016

101,714

99,116

103,412

107,224

113,830

110,294

106,703

106,757

99,698

92,727

Total

1,041,475

112

Personal Automobile
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Homeowners
(in thousands)

Accident
Year

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

45,846

66,884

50,396

82,455

73,194

51,039

92,019

84,715

71,911

58,786

97,335

91,834

86,431

82,490

61,323

99,454

95,932

96,229

95,300

82,102

63,704

100,539

97,723

100,566

101,540

93,878

82,729

61,384

100,667

98,174

102,187

104,061

105,068

94,842

80,861

62,519

101,099

98,604

102,322

105,849

111,085

102,977

92,637

83,739

58,725

101,134

98,668

102,437

106,453

112,732

107,890

100,528

92,589

76,470

57,961

All outstanding liabilities before 2007, net of reinsurance

Liabilities for loss and loss adjustment expenses, net of reinsurance

5,803

90,416

Total

956,862

Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

IBNR

$ 38,589

36,547

41,224

34,926

41,747

47,636

34,273

39,342

44,511

68,373

34,186

39,203

42,609

67,525

103,804

34,422

38,062

40,313

63,285

98,211

87,260

34,566

38,410

61,927

97,761

82,744

82,745

73,670

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

34,056

38,111

40,400

62,462

94,167

86,560

72,528

80,111

34,025

38,042

40,465

62,402

94,543

86,667

71,494

82,461

76,637

34,010

38,045

40,457

62,339

94,183

86,271

72,145

83,637

76,400

60,105

Total

647,592

58

65

74

86

143

251

1,545

1,928

2,984

5,646

Cumulative
Number of
Reported
Claims

4,570

5,139

5,631

9,128

15,102

16,927

7,738

8,739

7,677

6,402

Homeowners
(in thousands)

Accident
Year

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

20,840

30,104

21,277

31,846

33,535

28,299

32,228

36,271

36,965

43,699

33,081

37,086

38,078

58,638

71,668

33,862

37,763

39,342

60,295

89,963

69,056

33,857

37,837

39,731

61,106

91,718

79,584

50,664

33,869

37,933

39,819

62,155

92,185

82,720

65,528

61,561

33,953

37,939

39,907

62,227

93,312

84,250

67,838

76,007

52,589

33,951

37,930
40,189

62,241

93,720

85,196

69,775

79,751

70,078

42,252

All outstanding liabilities before 2007, net of reinsurance
Liabilities for loss and loss adjustment expenses, net of reinsurance

6,469
38,978

Total

615,083

113

E&S - Liability
(in thousands)

Incurred Loss and Loss Adjustment Expenses, Net of Reinsurance

As of December 31, 2016

Accident Year

2011

2012

2013

2014

2015

2016

IBNR

$

—

92

885

3,294

8,127

—

169

1,053

4,106

7,102

42,367

—

146

938

3,369

9,853

42,621

55,468

—

119

728

4,299

12,207

43,175

60,309

55,316

—

52

710

3,831

10,273

46,149

67,099

63,505

75,498

—

(162)

96

3,055

9,652

46,165

69,112

69,929

76,432

94,451

—

(270)

(630)

(1,778)

(599)

9,289

21,956

29,236

48,390

84,328

Total

368,730

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

E&S - Liability
(in thousands)

Cumulative
Number of
Reported
Claims

—

35

274

797

1,303

1,982

2,128

1,888

2,313

1,760

Accident Year

2011

2012

2013

2014

2015

2016

Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

$

—

—

—

—

—

—

24

198

1,218

806

3,722

—

70

431

2,570

3,200

7,914

2,715

—

80

605

3,574

6,445

16,430

9,470

2,353

—

79

626

4,078

9,954

25,064

21,980

12,234

3,036

Total

All outstanding liabilities before 2007, net of reinsurance

Liabilities for loss and loss adjustment expenses, net of reinsurance

—

92

709

4,513

9,912

32,343

35,200

25,571

13,057

3,720

125,117

—

243,613

In 2011, the Parent purchased MUSIC, a wholly-owned E&S Lines subsidiary of Montpelier Re Holdings, Ltd.  Under the terms 
of the purchase agreement, the Parent acquired loss and loss adjustment reserves amounting to approximately $15 million.  All 
development on this acquired business was fully reinsured as of the acquisition date. 

114

(d) The reconciliation of the net incurred and paid claims development tables to the liability for loss and loss adjustment expenses 
in the consolidated statement of financial position is as follows:

(in thousands)
Net outstanding liabilities:

Standard Commercial Lines

General liability

Workers compensation

Commercial automobile

Businessowners' policies

Commercial property

Other Commercial Lines

Total Standard Commercial Lines net outstanding liabilities

Standard Personal Lines

Personal automobile

Homeowners

Other Personal Lines

Total Personal Lines net outstanding liabilities

E&S Lines

Commercial liability

Commercial property

Total E&S Lines net outstanding liabilities

Total liabilities for unpaid loss and loss adjustment expenses, net of reinsurance

Reinsurance recoverable on unpaid claims:

Standard Commercial Lines

General liability

Workers compensation

Commercial automobile

Businessowners' policies

Commercial property

Other Commercial Lines

Total Standard Commercial Lines reinsurance recoverable on unpaid loss

Standard Personal Lines

Personal automobile

Homeowners

Other Personal Lines

Total Personal Lines reinsurance recoverable on unpaid loss

E&S Lines

Commercial liability

Commercial property

Total E&S Lines reinsurance recoverable on unpaid loss

Total reinsurance recoverable on unpaid loss

Unallocated loss adjustment expenses

Total gross liability for unpaid loss and loss adjustment expenses

115

December 31, 2016

1,070,929

936,766

402,281

86,802

42,279

11,389

2,550,446

90,416

38,978

7,728

137,122

243,613

13,251

256,864

2,944,432

179,997

223,327

17,373

7,012

13,615

2,613

443,937

55,223

3,206

82,625

141,054

25,741

468

26,209

611,200

136,087

3,691,719

(e) The table below reflects the historical average annual percentage payout of incurred claims by age.  For example, the general 
liability line of business averages payout of 6.5% of its ultimate losses in the first year, 12.4% in the second year, and so forth.  
The following is supplementary information about average historical claims duration as of December 31, 2016:

Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance

Years

General liability

Workers compensation

Commercial automobile

Businessowners’ policies

Commercial property

Personal automobile

Homeowners

E&S Lines - liability

1

6.5%

19.0

38.6

46.9

70.0

54.9

69.6

3.9

2

12.4

23.9

17.6

20.1

26.3

18.9

21.8

12.2

3

15.1

14.2

14.0

8.3

2.4

11.3

3.8

17.8

4

16.6

8.2

12.6

8.0

0.4

7.8

1.8

5

15.3

5.3

9.2

6.2

0.4

4.1

1.6

19.8

16.0

6

10.2

3.9

3.8

4.8

0.2

1.6

0.6

9.5

7

5.5

3.1

1.3

1.6

0.1

0.4

0.2

8

4.3

2.4

1.2

1.5

0.1

0.1

0.1

9

2.3

2.5

0.4

0.9

0.1

0.3

0.1

10

2.2

1.2

0.2

0.8

0.1

—

0.1

Note 10. Indebtedness
The table below provides a summary of our outstanding debt at December 31, 2016 and 2015:

Outstanding Debt

($ in thousands)

Description

Short-term:

(1) FHLBI

(2) FHLBI

Issuance
Date

Maturity
Date

Interest
Rate

Original
Amount

1/22/2015

7/22/2016

0.63% $

15,000

12/16/2011

12/16/2016

1.25%

45,000

Total short-term debt

$

60,000

Long-term:

(3) FHLBI

(4) FHLBNY

(5) FHLBNY

(6) Senior Notes

(7) Senior Notes

(8) Senior Notes

Total long-term debt

12/16/2016

12/16/2026

3.03% $

60,000

8/15/2016

8/16/2021

7/21/2016

7/21/2021

1.56%

1.61%

2/8/2013

2/9/2043

5.875%

11/3/2005

11/1/2035

11/16/2004

11/15/2034

6.70%

7.25%

25,000

25,000

185,000

100,000

50,000

$ 445,000

2016

Debt Discount
and Unamortized
Issuance Costs

Carry Value

December 31, 2016 December 31, 2015

—

—

—

—

—

—

(4,932)

(1,048)

(353)

(6,333)

—

—

—

60,000

25,000

25,000

180,068

98,952

49,647

438,667

15,000

45,000

60,000

—

—

—

179,684

98,890

49,618

328,192

Short-term Debt
(1)  In January 2015, Selective Insurance Company of South Carolina ("SICSC") and Selective Insurance Company of the 
Southeast ("SICSE"), collectively referred to as the "Indiana Subsidiaries," borrowed $15 million in the aggregate from the 
FHLBI with an interest rate of 0.63%.  The funds were used for general corporate purposes.  We repaid this borrowing on July 
22, 2016.

(2)  In December 2011, the Indiana Subsidiaries borrowed $45 million in the aggregate from the FHLBI with an interest rate of 
1.25%.  The funds were loaned to the Parent for use in the acquisition of Mesa Underwriters Specialty Insurance Company 
("MUSIC") on December 31, 2011.  We repaid this borrowing in December 2016.

In addition to the above borrowings, the Parent's line of credit with Wells Fargo Bank, National Association, as administrative 
agent, and Branch Banking and Trust Company (BB&T) (referred to as our "Line of Credit"), was renewed effective 
December 1, 2015, with a borrowing capacity of $30 million, which can be increased to $50 million with the approval of both 
lending partners.  Our Line of Credit expires on December 1, 2020, and has an interest rate, which varies and is based on, 
among other factors, the Parent’s debt ratings.  There were no balances outstanding under our Line of Credit at December 31, 
2016 or at any time during 2016.

Our Line of Credit agreement contains representations, warranties, and covenants that are customary for credit facilities of this 
type, including, without limitation, financial covenants under which we are obligated to maintain a minimum consolidated net 
worth, minimum combined statutory surplus, maximum ratio of consolidated debt to total capitalization, and covenants limiting 
our ability to:  (i) merge or liquidate; (ii) incur debt or liens; (iii) dispose of assets; (iv) make investments and acquisitions; and 
(v) engage in transactions with affiliates.

116

 
 
The table below outlines information regarding certain of the covenants in the Line of Credit:

Consolidated net worth

Statutory surplus
Debt-to-capitalization ratio1

A.M. Best financial strength rating
1 Calculated in accordance with the Line of Credit agreement.

Required as of
December 31, 2016
Not less than $1.1 billion

Not less than $750 million

Not to exceed 35%

Minimum of A-

Actual as of
December 31, 2016
$1.5 billion

$1.6 billion

22.5%

A

In addition to the above requirements, the Line of Credit agreement contains a cross-default provision that provides that the 
Line of Credit will be in default if we fail to comply with any condition, covenant, or agreement (including payment of 
principal and interest when due on any debt with an aggregate principal amount of at least $20 million), which causes or 
permits the acceleration of principal.

Refer to "Financial Condition, Liquidity, and Capital Resources" in Item 7. "Management's Discussion and Analysis of 
Financial Condition and Results of Operations." for further discussion regarding limitations on aggregate borrowings by the 
FHLBI and FHLBNY permitted by our Line of Credit.

Long-term Debt
(3) In the first quarter of 2009, the Indiana Subsidiaries joined, and invested in, the FHLBI, which provides them with access to 
additional liquidity.  The Indiana Subsidiaries’ aggregate investment in the FHLBI was $2.8 million at December 31, 2016 and 
$2.8 million at December 31, 2015. Our investment provides us the ability to borrow approximately 20 times the total amount 
of the FHLBI common stock purchased with additional collateral, at comparatively low borrowing rates.  

In December 2016, the Indiana Subsidiaries borrowed $60 million from the FHLBI at an interest rate of 3.03%.  The principal 
amount of this borrowing is due on December 16, 2026.  $45 million of the proceeds were used to repay the then outstanding 
$45 million borrowing from the FHLBI and the remaining $15 million was used for general corporate purposes.

All borrowings from the FHLBI require security.  For information on investments that are pledged as collateral for these 
borrowings, see Note 5. "Investments" above.

(4)  In the fourth quarter of 2015, SICA and Selective Insurance Company of New York ("SICNY") joined, and invested in, the 
FHLBNY, which provides them with access to additional liquidity.  The aggregate investment for both subsidiaries was $2.8 
million at December 31, 2016 and $0.5 million at December 31, 2015.  Our investment provides us the ability to borrow 
approximately 20 times the total amount of the FHLBNY common stock purchased with additional collateral, at comparatively 
low borrowing rates.  In August 2016, SICA borrowed $25 million from the FHLBNY.  The unpaid principal amount accrues 
interest of 1.56%.  The principal amount is due on August 16, 2021.

All borrowings from the FHLBNY require security.  For information on investments that are pledged as collateral for these 
borrowings, see Note 5. "Investments" above.

(5)  In July 2016, SICA borrowed $25 million from the FHLBNY.  The unpaid principal amount accrues interest of 1.61%.  The 
principal amount is due on July 21, 2021.

(6) In February 2013, we issued $185 million of 5.875% Senior Notes due 2043.  The notes are callable by us on or after 
February 8, 2018, at a price equal to 100% of their principal outstanding amount, plus accrued and unpaid interest to, but 
excluding, the date of redemption.  A portion of the proceeds from this debt issuance was used to fully redeem the $100 million 
aggregate principal amount of our 7.5% Junior Subordinated Notes due 2066.  Of the remaining net proceeds, $57.1 million 
was used to make capital contributions to the Insurance Subsidiaries, while the balance was used for general corporate 
purposes.  There are no financial debt covenants to which we are required to comply in regards to these Senior Notes.

117

 
(7) In November 2005, we issued $100 million of 6.70% Senior Notes due 2035.  These notes were issued at a discount of $0.7 
million resulting in an effective yield of 6.754%.  Net proceeds of approximately $50 million were used to fund an irrevocable 
trust to provide for certain payment obligations in respect of our outstanding debt.  The remainder of the proceeds was used for 
general corporate purposes.  The agreements covering these notes contain a standard default cross-acceleration provision that 
provides the 6.70% Senior Notes will enter a state of default upon the failure to pay principal when due or upon any event or 
condition that results in an acceleration of principal of any other debt instrument in excess of $10 million that we have 
outstanding concurrently with the 6.70% Senior Notes.  There are no financial debt covenants to which we are required to 
comply in regards to these notes.

(8) In November 2004, we issued $50 million of 7.25% Senior Notes due 2034.  These notes were issued at a discount of $0.1 
million, resulting in an effective yield of 7.27%.  We contributed $25 million of the bond proceeds to the Insurance Subsidiaries 
as capital.  The remainder of the proceeds was used for general corporate purposes.  The agreements covering these notes 
contain a standard default cross-acceleration provision that provides the 7.25% Senior Notes will enter a state of default upon 
the failure to pay principal when due or upon any event or condition that results in an acceleration of principal of any other debt 
instrument in excess of $10 million that we have outstanding concurrently with the 7.25% Senior Notes.  There are no financial 
debt covenants to which we are required to comply in regards to these notes.

Note 11. Segment Information
The disaggregated results of our four reportable segments are used by senior management to manage our operations.  These 
reportable segments are evaluated as follows:

•  Our Standard Commercial Lines, Standard Personal Lines, and E&S Lines are evaluated based on statutory 

underwriting results (net premiums earned, incurred losses and loss expenses, policyholders dividends, policy 
acquisition costs, and other underwriting expenses), and statutory combined ratios.

•  Our Investments segment is evaluated based on after-tax net investment income and net realized gains and losses.

In computing the results of each segment, we do not make adjustments for interest expense or net general corporate expenses. 
While we do not fully allocate taxes to all segments, we do allocate taxes to our investments segment as we manage that 
segment on after-tax results.  We do not maintain separate investment portfolios for the segments and therefore, do not allocate 
assets to the segments.

Our combined insurance segments are subject to certain geographic concentrations, particularly in the Northeast and Mid-
Atlantic regions of the country.  In 2016, approximately 20% of NPW were related to insurance policies written in New Jersey.

The goodwill balance of $7.8 million at both December 31, 2016 and 2015 relates to our Standard Commercial Lines reporting 
unit.

118

 
  
The following summaries present revenues from continuing operations (net investment income and net realized gains on 
investments in the case of the Investments segment) and pre-tax income for the individual segments:

Revenue by Segment

Years ended December 31,

($ in thousands)
Standard Commercial Lines:

Net premiums earned:

Commercial automobile

Workers compensation

General liability

Commercial property

Businessowners’ policies

Bonds

Other

Miscellaneous income

Total Standard Commercial Lines revenue

Standard Personal Lines:

Net premiums earned:

Personal automobile

Homeowners

Other

Miscellaneous income

Total Standard Personal Lines revenue

E&S Lines:

Net premiums earned:

Commercial liability

Commercial property

Miscellaneous income

Total E&S Lines revenue

Investments:

Net investment income

Net realized investment (losses) gains

Total investment revenues

Total all segments

Other income
Total revenues

2016

2015

2014

$

398,942

308,233

527,859

293,438

97,754

23,227

16,030

7,782

358,909

290,075

483,291

269,022

93,428

20,350

14,367

6,343

333,310

274,585

444,938

244,792

85,788

19,288

13,011

14,747

1,673,265

1,535,785

1,430,459

142,876
130,973

6,758

1,098

281,705

151,638

51,844

1

203,483

130,754

(4,937)

125,817

146,784

134,382

6,968

1,113

289,247

126,064

46,269

—

172,333

121,316

13,171

134,487

2,284,270

2,131,852

—

—

$

2,284,270

2,131,852

151,317

134,273

11,157

1,834

298,581

99,086

41,064

17

140,167

138,708

26,599

165,307

2,034,514

347

2,034,861

119

 
 
 
 
 
 
 
 
 
 
 
 
Income before Federal Income Tax

Years ended December 31,

($ in thousands)
Standard Commercial Lines:

2016

2015

2014

Underwriting gain, before federal income tax

$

146,435

164,496

GAAP combined ratio

Statutory combined ratio

Standard Personal Lines:

Underwriting gain, before federal income tax

GAAP combined ratio

Statutory combined ratio

E&S Lines:

Underwriting (loss) gain, before federal income tax

GAAP combined ratio

Statutory combined ratio

Investments:

Net investment income

Net realized investment (losses) gains

Total investment income, before federal income tax

Tax on investment income

Total investment income, after federal income tax

Reconciliation of Segment Results to Income before Federal Income Tax

Years ended December 31,

($ in thousands)

Underwriting gain (loss), before federal income tax

     Standard Commercial Lines

     Standard Personal Lines

     E&S Lines

Investment income, before federal income tax

Total all segments

Interest expense

General corporate and other expenses

Income, before federal income tax

$

$

$

$

91.2%

89.9%

12,419

95.6%

95.2%

(6,921)

103.4%

102.1%

130,754

(4,937)

125,817

30,621

95,196

89.2%

89.2%

1,336

99.5%

99.9%

(16,803)

109.8%

108.4%

121,316

13,171

134,487

32,090

102,397

61,221

95.7%

95.5%

16,536

94.4%

94.5%

386

99.7%

99.2%

138,708

26,599

165,307

43,811

121,496

2016

2015

2014

146,435

12,419

(6,921)

125,817

277,750

(22,771)

(35,024)

219,955

164,496

1,336

(16,803)

134,487

283,516

(22,428)

(28,396)

232,692

61,221

16,536

386

165,307

243,450

(23,063)

(23,256)

197,131

Note 12. Earnings per Share
The following table provides a reconciliation of the numerators and denominators of basic and diluted earnings per share 
("EPS"):

2016
($ in thousands, except per share amounts)
Basic EPS:

Net income available to common stockholders

Effect of dilutive securities:

Stock compensation plans

Diluted EPS:

Income
(Numerator)

Shares
(Denominator)

Per Share
Amount

$

158,495

57,889

$

2.74

—

858

Net income available to common stockholders

$

158,495

58,747

$

2.70

120

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2015
($ in thousands, except per share amounts)
Basic EPS:

Net income available to common stockholders

Effect of dilutive securities:

Stock compensation plans

Diluted EPS:

Net income available to common stockholders

2014
($ in thousands, except per share amounts)
Basic EPS:

Net income available to common stockholders

Effect of dilutive securities:

Stock compensation plans

Diluted EPS:

Income
(Numerator)

Shares
(Denominator)

Per Share
Amount

$

165,861

57,212

$

2.90

—

944

$

$

165,861

58,156

$

2.85

Income
(Numerator)

Shares
(Denominator)

Per Share
Amount

141,827

56,310

$

2.52

—

1,041

Net income available to common stockholders

$

141,827

57,351

$

2.47

Note 13. Federal Income Taxes
(a) A reconciliation of federal income tax on income at the corporate rate to the effective tax rate is as follows:

($ in thousands)

Tax at statutory rate of 35%

Tax-advantaged interest

Dividends received deduction

Other

Federal income tax expense from continuing operations

2016

2015

2014

$

$

76,984

(12,126)

(1,114)

(2,284)

61,460

81,442

(13,164)

(1,817)

370

66,831

68,996

(12,926)

(1,121)

355

55,304

(b) The tax effects of the significant temporary differences that give rise to deferred tax assets and liabilities are as follows:

($ in thousands)

Deferred tax assets:

Net loss reserve discounting

Net unearned premiums

Employee benefits

Long-term incentive compensation plans

Temporary investment write-downs

Other investment related items, net

Net operating loss

Other

Total deferred tax assets

Deferred tax liabilities:

Deferred policy acquisition costs

Unrealized gains on investment securities

Other investment-related items, net

Accelerated depreciation and amortization

Total deferred tax liabilities

Net deferred federal income tax asset

2016

2015

70,065

78,201

17,881

17,750

2,475

1,484

771

8,344

74,436

72,057

30,432

15,551

5,419

—

1,454

8,132

196,971

207,481

75,310

22,681

—

14,140

112,131

84,840

72,481

24,228

5,566

12,510

114,785

92,696

$

$

After considering all evidence, both positive and negative, with respect to our federal tax loss carryback availability, expected 
levels of pre-tax financial statement income, and federal taxable income, we believe it is more likely than not that the existing 
deductible temporary differences will reverse during periods in which we generate net federal taxable income or have adequate 

121

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
federal carryback availability.  As a result, we have no valuation allowance recognized for federal deferred tax assets at 
December 31, 2016 or 2015.  

As of December 31, 2016, we had federal tax net operating loss ("NOL") carryforwards of $2.2 million.  These NOLs, which 
are subject to an annual limitation of $1.9 million, will expire between 2030 and 2031 as follows:

($ in thousands)

2030

2031

Total NOL carryforwards

Gross NOL

Tax Effected NOL

$

$

2,124

79

2,203

744

28

772

Stockholders' equity reflects tax benefits related to compensation expense deductions for share-based compensation awards of 
$23.8 million at December 31, 2016, $22.0 million at December 31, 2015, and $20.2 million at December 31, 2014.

We have analyzed our tax positions in all open tax years, which as of December 31, 2016 were 2013 through 2015.  The 2013 
tax year is currently under audit.  We do not expect any material adjustments to arise out of the 2013 audit.  We do not have 
unrecognized tax expense or benefit as of December 31, 2016.  

We believe our tax positions will more likely than not be sustained upon examination, including related appeals or litigation.  In 
the event we had a tax position that did not meet the more likely than not criteria, any tax, interest, and penalties incurred 
related to such a position would be reflected in "Total federal income tax expense" on our Consolidated Statements of Income.

Note 14. Retirement Plans
(a) Selective Insurance Retirement Savings Plan (“Retirement Savings Plan”)
SICA offers a voluntary defined contribution 401(k) plan, which is available to most of our employees and is a tax-qualified 
retirement plan subject to the Employee Retirement Income Security Act of 1974 ("ERISA").  Expense recorded for this plan 
was $15.0 million in 2016, $14.1 million in 2015, and $13.4 million in 2014.

(b) Deferred Compensation Plan
SICA offers a nonqualified deferred compensation plan ("Deferred Compensation Plan") to a group of management or highly 
compensated employees as a method of recognizing and retaining such employees.  The Deferred Compensation Plan provides 
these employees the opportunity to elect to defer receipt of specified portions of compensation and to have such deferred 
amounts deemed to be invested in specified investment options.  In addition to the employee deferrals, SICA may choose to 
make matching contributions to some or all of the participants in this plan to the extent the participant did not receive the 
maximum matching or non-elective contributions permissible under the Retirement Savings Plan due to limitations under the 
Internal Revenue Code or the Retirement Savings Plan.  Expense recorded for these contributions was $0.3 million in 2016 and 
$0.2 million in both 2015 and 2014. 

(c) Retirement Income Plan and Retirement Life Plan
SICA's primary pension plan is the Retirement Income Plan for Selective Insurance Company of America (the "Pension Plan").  
This qualified, noncontributory defined benefit plan is closed to new entrants and existing participants ceased accruing benefits 
after March 31, 2016.  

In addition to the Pension Plan, SICA also sponsors the Supplemental Excess Retirement Plan (the "Excess Plan") and a life 
insurance benefit plan (the "Retirement Life Plan").  Both of these plans are closed to new entrants and participants in the 
Excess Plan ceased accruing benefits after March 31, 2016.  The Retirement Life Plan does not accrue benefits and this plan 
applies only to retirees who terminated employment with SICA on or before March 31, 2009.  These are both unfunded plans 
with benefit obligations as of December 31, 2016 and December 31, 2015 of $9.1 million and $8.5 million, respectively, for the 
Excess Plan and $6.3 million and $6.0 million, respectively, for the Retiree Life Plan.  Expense recorded for the Excess Plan 
was $0.5 million in 2016, $0.8 million in 2015, and $0.6 million in 2014.  Expense recorded for the Retiree Life Plan was $0.3 
million in 2016 and 2015, and $0.4 million in 2014.

122

 
 
 
The following tables provide details on the Pension Plan for 2016 and 2015:

December 31,

($ in thousands)
Change in Benefit Obligation:

Benefit obligation, beginning of year

Service cost

Interest cost

Actuarial losses (gains)

Benefits paid

Benefit obligation, end of year

Change in Fair Value of Assets:

Fair value of assets, beginning of year

Actual return on plan assets, net of expenses

Contributions by the employer to funded plans

Benefits paid

Fair value of assets, end of year

Funded status

Amounts Recognized in the Consolidated Balance Sheet:

Liabilities

Net pension liability, end of year

Amounts Recognized in AOCI:

Net actuarial loss

Total

Other Information as of December 31:

Accumulated benefit obligation

Weighted-Average Liability Assumptions as of December 31:

Discount rate

Rate of compensation increase

($ in thousands)
Components of Net Periodic Benefit Cost and Other Amounts Recognized in
Other Comprehensive Income:

Net Periodic Benefit Cost:

Service cost

Interest cost

Expected return on plan assets

Amortization of unrecognized actuarial loss

Total net periodic cost

Other Changes in Plan Assets and Benefit Obligations Recognized in Other
Comprehensive Income:

Net actuarial loss (gain)

Reversal of amortization of net actuarial loss

Total recognized in other comprehensive income

Total recognized in net periodic benefit cost and other comprehensive income

123

$

$

$

$

$

$

$

$

$

$

$

$

$

$

$

Pension Plan

2016

2015

310,308

1,647

12,336

15,086

(8,789)

330,588

249,700

21,079

54,525

(8,789)

316,515

(14,073)

(14,073)

(14,073)

85,845

85,845

330,588

4.41%

—

2016

Pension Plan

2015

2014

1,647

12,336

(17,309)

6,299

2,973

11,316

(6,299)

5,017

7,990

7,215

13,668

(15,969)

6,831

11,745

(1,425)

(6,831)

(8,256)

3,489

322,271

7,215

13,668

(24,994)

(7,852)

310,308

253,452

(7,600)

11,700

(7,852)

249,700

(60,608)

(60,608)

(60,608)

80,828

80,828

310,307

4.69

4.00

5,763

12,776

(15,671)

1,776

4,644

52,556

(1,776)

50,780

55,424

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The estimated net actuarial loss for the Pension Plan that will be amortized from AOCI into net periodic benefit cost during the 
2017 fiscal year is $1.9 million.  This is lower than the $6.3 million amortized in 2016 due to a change in the amortization 
period for the net actuarial loss.  Historically, the amortization period was the average remaining service life of the active 
participants.  However, as the Pension Plan is no longer accruing service benefits, the amortization period has changed to the 
average remaining life expectancy of plan participants.

Weighted-Average Expense Assumptions for the years ended December 31:

Discount rate

4.69%

4.29

2016

Pension Plan

2015

2014

Expected return on plan assets
Rate of compensation increase1
1This assumption was 4.00% through March 31, 2016, the date after which benefits ceased accruing for all participants of the Pension Plan.

6.37

4.00

6.27

—

5.16

6.92

4.00

Our latest measurement date was December 31, 2016 and we decreased our expected return on plan assets to 6.24%, reflecting 
the current interest rate environment.

When determining the most appropriate discount rate to be used in the valuation, we consider, among other factors, our 
expected payout patterns of the Pension Plan's obligations as well as our investment strategy and we ultimately select the rate 
that we believe best represents our estimate of the inherent interest rate at which our pension and post-retirement life benefits 
can be effectively settled.  Effective January 1, 2016, the approach used to calculate the service and interest components of net 
periodic benefit cost for benefit plans was changed to provide a more precise measurement of service and interest costs.  Prior 
to 2016, we calculated these service and interest components utilizing a single weighted-average discount rate derived from the 
yield curve used to measure the benefit obligation at the beginning of the period.  Beginning in 2016, we elected to utilize an 
approach that discounts the individual expected cash flows using the applicable spot rates derived from the yield curve over the 
projected cash flow period.  We have accounted for this change prospectively as a change in accounting estimate.  The weighted 
average discount rate used to determine 2017 interest cost is 3.83%.

Plan Assets
Assets of the Pension Plan are invested to ensure that principal is preserved and enhanced over time.  Our return objective is to 
exceed the returns of the plan's policy benchmark, which is the return the plan would have earned if the assets were invested 
according to the target asset class weightings and earned index returns shown below.  In 2017, we will continue to phase in 
adjustments to the asset allocation to steadily close the gap between the duration of the assets and the duration of the liabilities, 
provided certain improved funding targets are achieved.

The Pension Plan’s equity investments may not contain investments in any one security greater than 8% of the portfolio value 
without notification to our management investment committee, nor have more than 5% of the outstanding shares of any one 
corporation or other entity.  The use of derivative instruments is permitted under certain circumstances, but shall not be used for 
unrelated speculative hedging or to apply leverage to portfolio positions.  Within the alternative investments portfolio, some 
leverage is permitted as defined and limited by the partnership agreements.

The plan’s target ranges, as well as the actual weighted average asset allocation by asset class, at December 31 were as follows: 

Long duration fixed income

Global equity
Alternatives & other return seeking assets1

Cash and short-term investments

Total
1Includes limited partnerships.

2016

2015

Target Ranges

Actual Percentage

Actual Percentage

40%-100%

0%-40%

0%-30%

0%-5%

—%

53%

33%

6%

8%

100%

60%

36%

3%

1%

100%

At December 31, 2016, the Pension Plan's allocation to cash and short-term investments was slightly above the targeted range, 
as we were analyzing the most effective deployment of these balances considering current market conditions.

The Pension Plan had no investments in the Parent’s common stock as of December 31, 2016 or 2015.

124

 
 
 
 
 
   
 
 
The techniques used to determine the fair value of the Pension Plan's invested assets are as follows:

• 

Short-term investments are carried at cost, which approximates fair value.  Given that these investments are listed on 
active exchanges, coupled with their liquid nature, these investments are classified as Level 1 in the fair value 
hierarchy.

•  The deposit administration contract is carried at cost, which approximates fair value.  Given the liquid nature of the 

underlying investments in overnight cash deposits and other short-term duration products, we have determined that a 
correlation exists between the deposit administration contract and other short-term investments, such as money market 
funds.  As such, this investment is classified as Level 2 in the fair value hierarchy.

•  The long-duration fixed income mutual funds utilize a market approach wherein the quoted prices in the active market 
for identical assets are used.  All of the mutual funds are traded in active markets at their net asset value per share.  
These investments are classified as Level 1 in the fair value hierarchy. 

•  The investments in global equity collective investment funds and in private equity limited partnerships are valued 

utilizing net asset value as a practical expedient for fair value.  These investments are not classified in the fair value 
hierarchy.

For discussion regarding the levels within the fair value hierarchy, see Note 2. "Summary of Significant Accounting Policies."

In addition, refer to Note 5. "Investments" for discussion regarding the limited partnership investment strategies, excluding the 
middle market lending strategy, as these investments are not part of the Pension Plan.

The following tables provide quantitative disclosures of the Pension Plan’s invested assets that are measured at fair value on a 
recurring basis:

December 31, 2016

Fair Value Measurements at 12/31/16 Using

($ in thousands)

Description

Long-duration fixed income:

Global asset allocation fund

   Extended duration fixed income

   Total long duration fixed income

Cash and short-term investments:

Short-term investments

   Deposit administration contracts

   Total cash and short-term investments

Global equity, at net asset value1:

Non-U.S. equity

U.S. equity

   Total global equity

Private equity (limited partnerships, at net asset value)1:

Real assets

Private equity

Private credit

   Total private equity

   Total invested assets

Assets Measured at
Fair Value
At 12/31/16

Quoted Prices in 
Active Markets for 
Identical Assets/ 
Liabilities
(Level 1)

Significant Other 
Observable Inputs 
(Level 2)

Significant 
Unobservable 
Inputs
(Level 3)

37,878

131,457

169,335

23,722

—

23,722

—

—

—

—

—

—

—

—

—

—

—

1,832

1,832

—

—

—

—

—

—

—

193,057

1,832

—

—

—

—

—

—

—

—

—

—

—

—

—

—

$

$

37,878

131,457

169,335

23,722

1,832

25,554

48,836

55,073

103,909

15,466

1,615

1,108

18,189

316,987

125

 
 
 
 
 
 
 
 
 
 
December 31, 2015

Fair Value Measurements at 12/31/15 Using

($ in thousands)

Description

Long-duration fixed income:

Global asset allocation fund

   Extended duration fixed income

   Total long duration fixed income

Cash and short-term investments:

Short-term investments

   Deposit administration contracts

   Total cash and short-term investments

Global equity, at net asset value1:

Non-U.S. equity

U.S. equity

   Total global equity

Private equity (limited partnerships, at net asset value)1:

Private equity

Real assets

Private credit

   Total private equity

Assets Measured at
Fair Value
At 12/31/15

Quoted Prices in 
Active Markets for 
Identical Assets/ 
Liabilities
(Level 1)

Significant Other 
Observable Inputs 
(Level 2)

Significant 
Unobservable Inputs
(Level 3)

$

33,565

117,297

150,862

1,600

1,418

3,018

42,603

46,840

89,443

2,626

2,514

1,318

6,458

33,565

117,297

150,862

1,600

—

1,600

—

—

—

—

—

—

—

—

—

—

—

1,418

1,418

—

—

—

—

—

—

—

—

—

—

—

—

—

—

—

—

—

—

—

—

   Total invested assets

—
1In accordance with ASU 2015-07, certain investments that are measured at fair value using the net asset value per share (or its practical expedient) have not 
been classified in the fair value hierarchy.  The fair value amounts presented in this table are intended to permit reconciliation of the fair value hierarchy to total 
Pension Plan invested assets.

249,781

152,462

1,418

$

Contributions
We presently do not anticipate contributing to the Pension Plan in 2017, as we have no minimum required contribution 
amounts.

Benefit Payments

($ in thousands)

Benefits Expected to be Paid in Future

Fiscal Years:

2017

2018

2019

2020
2021

2022-2026

Pension Plan

$

10,830

12,041

13,125

14,184
15,124

89,771

Note 15. Share-Based Payments
Active Plans
As of December 31, 2016, the following four plans were available for the issuance of share-based payment awards:

•  The 2014 Omnibus Stock Plan (the "Stock Plan");
•  The Cash Incentive Plan, amended and restated effective as of May 1, 2014 (the "Cash Plan");
•  The Employee Stock Purchase Plan (2009) ("ESPP"); and
•  The Amended and Restated Stock Purchase Plan for Independent Insurance Agencies (the "Agent Plan").

126

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The following table provides information regarding the approval of these plans:

Plan

Stock Plan

Cash Plan

ESPP

Agent Plan

Approvals

Approved effective as of May 1, 2014 by stockholders on April 23, 2014.

Approved effective April 1, 2005 by stockholders on April 27, 2005.
Most recently amended and restated plan was approved effective May 1, 2014 by stockholders on April 23, 2014.

Approved by stockholders on April 29, 2009 effective July 1, 2009.

Approved by stockholders on April 26, 2006.
Most recently amended and restated plan was approved on December 13, 2016 by the Parent's Board of Directors' Salary and
Employee Benefits Committee.  The amendment was effective February 1, 2017.

The types of awards that can be issued under each of these plans are as follows:

Plan

Types of Share-Based Payments Issued

Stock Plan

Cash Plan

ESPP

Agent Plan

Qualified and nonqualified stock options, stock appreciation rights ("SARs"), restricted stock, restricted stock units ("RSUs"), stock
grants, and other awards valued in whole or in part by reference to the Parent's common stock.  The maximum exercise period for an
option grant under this plan is 10 years from the date of the grant.  Dividend equivalent units ("DEUs") are earned during the vesting
period on RSU grants.  The DEUs are reinvested in the Parent's common stock at fair value on each dividend payment date.  The
requisite service period for grants to employees under this plan is the lesser of:  (i) the stated vested date, which is typically three
years from issuance; or (ii) the date the employee becomes eligible to retire.

Cash incentive units (“CIUs”).  The initial dollar value of each CIU will be adjusted to reflect the percentage increase or decrease in
the total shareholder return on the Parent's common stock over a specified performance period.  In addition, for certain grants, the
number of CIUs granted will be increased or decreased to reflect our performance on specified performance indicators as compared to
targeted peer companies.  The requisite service period for grants under this plan is the lesser of:  (i) the stated vested date, which is
typically three years from issuance; or (ii) the date the employee becomes eligible to retire.

Enables employees to purchase shares of the Parent’s common stock.  The purchase price is the lower of:  (i) 85% of the closing
market price at the time the option is granted; or (ii) 85% of the closing price at the time the option is exercised.  Shares are generally
issued on June 30 and December 31 of each year.

Quarterly offerings to purchase the Parent's common stock at a 10% discount with a one year restricted period during which the shares
purchased cannot be sold or transferred.  Only our independent retail insurance agencies and wholesale general agencies, and certain
eligible persons associated with the agencies, are eligible to participate in this plan.

Shares authorized and available for issuance as of December 31, 2016 are as follows:

As of December 31, 2016

Authorized

Available for Issuance Awards Outstanding

Stock Plan

ESPP

Agent Plan

3,500,000

1,500,000

3,000,000

2,835,694

574,722

1,867,287

607,156

—

—

Retired Plans
The following plans are closed for the issuance of new awards, although awards outstanding continue in effect according to the 
terms of the applicable award agreements:

Types of Share-Based Payments Issued

Reserve Shares

Awards Outstanding1

December 31, 2016

Plan

2005 Omnibus Stock Plan
("2005 Stock Plan")

Qualified and nonqualified stock options, SARs, restricted stock, RSUs,
phantom stock, stock bonuses, and other awards in such amounts and with
such terms and conditions as it determined, subject to the provisions of the
2005 Stock Plan.  The maximum exercise period for an option grant under
this plan is 10 years from the date of the grant.  DEUs are earned during
the vesting period on RSU grants.  The DEUs are reinvested in the Parent's
common stock at fair value on each dividend payment date.

Parent's Stock Compensation
Plan for Non-employee Directors
("Directors Stock Compensation
Plan")
1 Awards outstanding under the 2005 Stock Plan consisted of 371,003 RSUs and 355,391 stock options.

Directors could elect to receive a portion of their annual compensation in
shares of the Parent's common stock.

127

2,664,594

726,394

67,242

67,242

RSU Transactions
A summary of the RSU transactions under our share-based payment plans is as follows:

Unvested RSU awards at December 31, 2015

Granted in 2016

Vested in 2016

Forfeited in 2016

Unvested RSU awards at December 31, 2016

Number
of Shares

1,018,530

$

299,670

(389,245)

(12,315)

916,640

$

Weighted
Average
Grant Date
Fair Value

22.55

32.53

21.56

24.97

26.20

As of December 31, 2016, total unrecognized compensation expense related to unvested RSU awards granted under our stock 
plans was $5.3 million.  That expense is expected to be recognized over a weighted-average period of 1.8 years.  The total 
intrinsic value of RSUs vested was $12.6 million for 2016, $10.3 million for 2015, and $8.5 million for 2014.  In connection 
with vested RSUs, the total value of the DEU shares that vested was $0.7 million during each of 2016, 2015, and 2014.

Option Transactions
A summary of the stock option transactions under our share-based payment plans is as follows:

Outstanding at December 31, 2015

Granted in 2016

Exercised in 2016

Forfeited or expired in 2016

Outstanding at December 31, 2016

Exercisable at December 31, 2016

Weighted
Average
Exercise
Price

Weighted
Average
Remaining
Contractual
Life in Years

Aggregate
Intrinsic Value
($ in thousands)

17.84

—

20.33

—

16.87

16.87

2.14

2.14

$

$

9,304

9,304

Number
of Shares

493,428

$

—

(138,037)

—

355,391

355,391

$

$

The total intrinsic value of options exercised was $2.3 million during 2016, $2.2 million in 2015, and $0.8 million in 2014.   

CIU Transactions
The liability recorded in connection with our Cash Plan was $32.0 million at December 31, 2016 and $26.5 million at 
December 31, 2015.  The remaining cost associated with the CIUs is expected to be recognized over a weighted average period 
of 1.2 years.  The CIU payments made were $14.3 million in 2016, $10.2 million in 2015, and $9.0 million in 2014.   

ESPP and Agent Plan Transactions
A summary of ESPP and Agent Plan share issuances is as follows:

ESPP Issuances

Agent Plan Issuances

2016

2015

2014

88,432

69,867

100,944

82,142

106,832

78,724

Fair Value Measurements
The grant date fair value of RSUs is based on the market price of our common stock on the grant date, adjusted for the present 
value of our expected dividend payments.  The expense recognized for share-based awards is based on the number of shares or 
units expected to be issued at the end of the performance period and the grant date fair value. 

128

 
 
 
 
 
 
 
 
 
 
The grant date fair value of each option award is estimated using the Black Scholes option valuation model ("Black Scholes").  
The following are the significant assumptions used in applying Black Scholes:  (i) the risk-free interest rate, which is the 
implied yield currently available on U.S. Treasury zero-coupon issues with an equal remaining term; (ii) the expected term, 
which is based on historical experience of similar awards; (iii) the dividend yield, which is determined by dividing the expected 
per share dividend during the coming year by the grant date stock price; and (iv) the expected volatility, which is based on the 
volatility of the Parent's stock price over a historical period comparable to the expected term.  In applying Black Scholes, we 
use the weighted average assumptions illustrated in the following table:

Risk-free interest rate

Expected term

Dividend yield

Expected volatility

2016

0.47%

6 months

1.7%

31%

ESPP

2015

0.10

6 months

2.0

20

2014

0.07

6 months

2.0

21

The weighted-average fair value of options and stock per share, including RSUs granted for the Parent's stock plans, during 
2016, 2015, and 2014 was as follows:

RSUs

ESPP:

Six month option

Discount of grant date market value

Total ESPP

Agent Plan:

Discount of grant date market value

2016

2015

2014

$

32.53

25.22

21.58

2.63

5.23

7.86

3.79

1.26

4.16

5.42

2.94

1.24

3.87

5.11

2.42

The fair value of the CIU liability is remeasured at each reporting period through the settlement date of the awards, which is 
three years from the date of grant based on an amount expected to be paid.  A Monte Carlo simulation is performed to 
approximate the projected fair value of the CIUs that, in accordance with the Cash Plan, is adjusted to reflect our performance 
on specified indicators as compared to targeted peer companies.

Expense Recognition
The following table provides share-based compensation expense in 2016, 2015, and 2014:

($ in millions)

Share-based compensation expense, pre-tax

Income tax benefit

Share-based compensation expense, after-tax

2016

2015

2014

$

$

30.3

(10.3)

20.0

23.8

(8.0)

15.8

18.6

(6.2)

12.4

Note 16. Related Party Transactions
William M. Rue, a Director of the Parent, is Chairman of, and owns more than 10% of the equity of, Chas. E. Rue & Son, Inc., 
t/a Rue Insurance, a general independent retail insurance agency ("Rue Insurance").  Rue Insurance is an appointed distribution 
partner of the Insurance Subsidiaries on terms and conditions similar to those of our other distribution partners and includes the 
right to participate in the Agent Plan.  Mr. Rue’s son is President, and an employee, of Rue Insurance and Mr. Rue’s daughter is 
an employee of Rue Insurance.  Our relationship with Rue Insurance has existed since 1928.

Rue Insurance placed insurance policies with the Insurance Subsidiaries for its customers and itself.  Direct premiums written 
associated with these policies were $10.4 million in 2016, $9.6 million in 2015, and $9.0 million in 2014.  In return, the 
Insurance Subsidiaries paid standard market commissions to Rue Insurance of $2.1 million in 2016, $1.7 million in 2015, and 
$1.6 million in 2014 including supplemental commissions.  Amounts due to Rue Insurance at December 31, 2016 and 
December 31, 2015 were $0.7 million and $0.6 million, respectively.

In 2005, we established a private foundation, now named The Selective Insurance Group Foundation (the "Foundation"), under 
Section 501(c)(3) of the Internal Revenue Code.  The Board of Directors of the Foundation is comprised of some of the Parent's 
officers.  We made no contributions to the Foundation in 2016.  We made contributions to the Foundation in the amount of $1.0 
million in 2015 and $0.8 million in 2014.

129

 
 
 
 
 
 
 
 
Note 17. Commitments and Contingencies
(a) We purchase annuities from life insurance companies to fulfill obligations under claim settlements that provide for periodic 
future payments to claimants.  As of December 31, 2016, we had purchased such annuities with a present value of $17.9 million 
for settlement of claims on a structured basis for which we are contingently liable.  To our knowledge, there are no material 
defaults from any of the issuers of such annuities. 

(b) We have various operating leases for office space, equipment, and fleet vehicles.  Such lease agreements, which expire at 
various times, are generally renewed or replaced by similar leases.  Rental expense under these leases amounted to $17.3 
million in 2016, $17.4 million in 2015, and $15.6 million in 2014.  We also lease computer hardware and software under capital 
lease agreements expiring at various dates through 2019.  See item (p) of Note 2. "Summary of Significant Accounting 
Policies" in this Form 10-K for information on our accounting policy regarding leases.

In addition, certain of these leases are non-cancelable, and liability for payment will continue even though the leased asset may 
no longer be in use.  At December 31, 2016, the total future minimum rental commitments under non-cancelable leases were as 
follows:

($ in millions)

Capital Leases

Operating Leases

Total

2017

2018

2019

2020

2021

After 2021

Total minimum payment required

$

$

4.0

2.2

0.1

—

—

—

6.3

9.1

7.7

5.6

4.4

2.9

4.7

34.4

13.1

9.9

5.7

4.4

2.9

4.7

40.7

(c) At December 31, 2016, we have contractual obligations that expire at various dates through 2030 to invest up to an 
additional $143.7 million in alternative and other investments.  There is no certainty that any such additional investment will be 
required.  For additional information regarding these investments, see item (f) of Note 5. "Investments" in this Form 10-K.

Note 18. Litigation
In the ordinary course of conducting business, we are named as defendants in various legal proceedings.  Most of these 
proceedings are claims litigation involving our Insurance Subsidiaries as either:  (i) liability insurers defending or providing 
indemnity for third-party claims brought against our customers; or (ii) insurers defending first-party coverage claims brought 
against them.  We account for such activity through the establishment of unpaid losses and loss expense reserves.  We expect 
that any potential ultimate liability in such ordinary course claims litigation will not be material to our consolidated financial 
condition, results of operations, or cash flows after consideration of provisions made for potential losses and costs of defense.

From time to time, our Insurance Subsidiaries also are named as defendants in other legal actions, some of which assert claims 
for substantial amounts.  These actions include, among others, putative class actions seeking certification of a state or national 
class.  Such putative class actions have alleged, for example, improper reimbursement of medical providers paid under workers 
compensation and personal and commercial automobile insurance policies.  Similarly, our Insurance Subsidiaries are also 
named from time-to-time in individual actions seeking extra-contractual damages, punitive damages, or penalties, some of 
which allege bad faith in the handling of insurance claims.  We believe that we have valid defenses to these cases.  We expect 
that any potential ultimate liability in any such lawsuit will not be material to our consolidated financial condition, after 
consideration of provisions made for estimated losses.  Nonetheless, given the inherent unpredictability of litigation and the 
large or indeterminate amounts sought in certain of these actions, an adverse outcome in certain matters could possibly have a 
material adverse effect on our consolidated results of operations or cash flows in particular quarterly or annual periods.  

As of December 31, 2016, we do not believe the Company was involved in any legal action that could have a material adverse 
effect on our consolidated financial condition, results of operations, or cash flows.

130

 
 
 
 
Note 19. Statutory Financial Information, Capital Requirements, and Restrictions on Dividends and Transfers of Funds
(a) Statutory Financial Information
The Insurance Subsidiaries prepare their statutory financial statements in accordance with accounting principles prescribed or 
permitted by the various state insurance departments of domicile.  Prescribed statutory accounting principles include state laws, 
regulations, and general administrative rules, as well as a variety of publications of the National Association of Insurance 
Commissioners (“NAIC").  Permitted statutory accounting principles encompass all accounting principles that are not 
prescribed; such principles differ from state to state, may differ from company to company within a state and may change in the 
future.  The Insurance Subsidiaries do not utilize any permitted statutory accounting principles that materially affect the 
determination of statutory surplus, statutory net income, or risk-based capital (“RBC”).  As of December 31, 2016, the various 
state insurance departments of domicile have adopted the March 2016 version of the NAIC Accounting Practices and 
Procedures manual in its entirety, as a component of prescribed or permitted practices.

The following table provides statutory data for each of our Insurance Subsidiaries:

State of
Domicile

Unassigned Surplus

Statutory Surplus

Statutory Net Income

2016

2015

2016

2015

2016

2015

2014

($ in millions)

SICA

Selective Way Insurance Company ("SWIC")

SICSC

SICSE

SICNY

New Jersey

$

New Jersey

Indiana

Indiana

New York

Selective Insurance Company of New England ("SICNE") New Jersey

Selective Auto Insurance Company of New Jersey
("SAICNJ")

MUSIC

Selective Casualty Insurance Company ("SCIC")

Selective Fire and Casualty Insurance Company
("SFCIC")

New Jersey

New Jersey

New Jersey

New Jersey

414.4

260.5

110.6

83.5

74.1

13.6

36.9

16.7

26.6

11.3

366.6

223.6

96.6

70.7

65.3

9.2

26.4

7.0

17.8

568.6

309.5

141.9

109.1

101.8

43.7

79.8

85.2

101.0

520.8

272.6

127.9

96.2

93.0

39.4

69.2

75.5

92.3

72.2

41.2

17.4

13.4

12.9

5.9

11.5

9.7

12.6

69.6

42.3

15.9

12.1

12.7

5.5

10.8

9.5

12.1

7.5

43.2

39.4

5.5

5.3

83.9

37.0

14.0

10.5

10.3

4.4

9.1

7.3

9.6

4.2

Total

$ 1,048.2

890.7

1,583.8

1,426.3

202.3

195.8

190.3

(b) Capital Requirements
The Insurance Subsidiaries are required to maintain certain minimum amounts of statutory surplus to satisfy the requirements 
of their various state insurance departments of domicile.  RBC requirements for property and casualty insurance companies are 
designed to assess capital adequacy and to raise the level of protection that statutory surplus provides for policyholders.  The 
Insurance Subsidiaries' combined total adjusted capital exceeded the authorized control level RBC, as defined by the NAIC 
based on their 2016 statutory financial statements.  In addition to statutory capital requirements, we are impacted by various 
rating agency requirements related to certain rating levels.  These required capital levels may be more than statutory 
requirements.

(c) Restrictions on Dividends and Transfers of Funds 
Our ability to declare and pay dividends on the Parent's common stock is dependent on liquidity at the Parent coupled with the 
ability of the Insurance Subsidiaries to declare and pay dividends, if necessary, and/or the availability of other sources of 
liquidity to the Parent.  As of December 31, 2016, the Parent had an aggregate of $91.7 million in investments and cash 
available to fund future dividends and interest payments.  These amounts are not subject to any regulatory restrictions other 
than standard state insolvency restrictions, whereas our consolidated retained earnings of $1.5 billion is predominately 
restricted due to the regulation associated with our Insurance Subsidiaries.  In 2017, the Insurance Subsidiaries have the ability 
to provide for $192.7 million in annual dividends to the Parent; however, as regulated entities, these dividends are subject to 
certain restrictions, which are further discussed below.  The Parent also has available to it other potential sources of liquidity, 
such as:  (i) borrowings from our Indiana Subsidiaries; (ii) debt issuances; (iii) common stock issuances; and (iv) borrowings 
under our Line of Credit.  Borrowings from our Indiana Subsidiaries are governed by approved intercompany lending 
agreements with the Parent that provide for additional capacity of $68.6 million as of December 31, 2016, after considering that 
borrowings under these lending agreements are restricted to 10% of the admitted assets of these respective subsidiaries.  For 
additional information regarding the Parent's Line of Credit, refer to "Financial Condition, Liquidity, and Capital Resources" in 
Item 7. "Management’s Discussion and Analysis of Financial Condition and Results of Operations.” of this Form 10-K.  For 
additional restrictions on the Parent's debt, see Note 10. "Indebtedness" in this Form 10-K.   

131

Insurance Subsidiaries Dividend Restrictions
As noted above, the restriction on our net assets and retained earnings is predominantly driven by our Insurance Subsidiaries' 
ability to pay dividends to the Parent under applicable law and regulations.  Under the insurance laws of the domiciliary states 
of the Insurance Subsidiaries, New Jersey, Indiana, and New York, an insurer can potentially make an ordinary dividend 
payment if its statutory surplus following such dividend is reasonable in relation to its outstanding liabilities, is adequate to its 
financial needs, and the dividend does not exceed the insurer's unassigned surplus.  In general, New Jersey defines an ordinary 
dividend as a dividend whose fair market value, together with other dividends made within the preceding 12 months, is less 
than the greater of 10% of the insurer's statutory surplus as of the preceding December 31, or the insurer's net income 
(excluding capital gains) for the 12-month period ending on the preceding December 31.  Indiana's ordinary dividend 
calculation differs from New Jersey's, in that it is the lessor of 10% of the insurer's statutory surplus, or the insurer's net 
income.  Indiana's net income is computed by subtracting the amount of dividends paid in the first and second preceding 
calendar years from the aggregate net income (excluding capital gains), of the second and third preceding calendar years.

In general, New York defines an ordinary dividend as a dividend whose fair market value, together with other dividends made 
within the preceding 12 months, is less than the lesser of 10% of the insurer's statutory surplus, or 100% of adjusted net 
investment income.  New Jersey and Indiana require notice of the declaration of any ordinary dividend distribution.  During the 
notice period, the relevant state regulatory authority may disallow all or part of the proposed dividend if it determines that the 
dividend is not appropriate given the above considerations.  New York does not require notice of ordinary dividends.  Dividend 
payments exceeding ordinary dividends are referred to as extraordinary dividends and require review and approval by the 
applicable domiciliary insurance regulatory authority prior to payment.

The following table provides quantitative data regarding all Insurance Subsidiaries' dividends paid to the Parent in 2016 for 
debt service, shareholder dividends, and general operating purposes:

Twelve Months ended December 31, 2016

State of Domicile

Ordinary Dividends Paid

Dividends

($ in millions)

SICA

SWIC

SICSC

SICSE

SICNY

SICNE

SAICNJ

SCIC

SFCIC

Total

New Jersey

New Jersey

Indiana

Indiana

New York

New Jersey

New Jersey

New Jersey

New Jersey

$

$

Based on the 2016 statutory financial statements, the maximum ordinary dividends that can be paid to the Parent by the 
Insurance Subsidiaries in 2017 are as follows:

($ in millions)

State of Domicile

Maximum Ordinary Dividends

2017

SICA

SWIC

SICSC

SICSE

SICNY

SICNE

SAICNJ

MUSIC

SCIC

SFCIC

Total

New Jersey

New Jersey

Indiana

Indiana

New York

New Jersey

New Jersey

New Jersey

New Jersey

New Jersey

132

$

$

26.0

12.0

5.0

2.0

5.0

2.0

1.5

5.5

2.0

61.0

72.2

40.4

13.8

10.9

10.2

5.9

11.5

9.7

12.6

5.5

192.7

 
Note 20. Quarterly Financial Information

(unaudited, $ in thousands,

First Quarter

Second Quarter

Third Quarter

Fourth Quarter

except per share data)

Net premiums earned

Net investment income earned

Net realized (losses) gains

Underwriting income

Net income

Other comprehensive income (loss)

Comprehensive income (loss)

Net income per share:

Basic

Diluted
Dividends to stockholders1
Price range of common stock:2

High

Low

2016

2015

2016

2015

2016

2015

2016

2015

$

522,458

476,123

531,932

490,309

542,429

30,769

(2,704)

40,955

37,032

45,422

82,454

0.64

0.63

0.15

36.92

29.27

26,917

18,883

26,021

39,708

3,827

43,535

0.70

0.69

0.14

30.10

25.49

31,182

1,765

43,777

43,601

36,010

79,611

0.75

0.74

0.15

38.67

33.60

32,230

(3,420)

29,124

33,768

(35,944)

(2,176)

0.59

0.58

0.14

29.60

26.28

33,375

3,688

32,033

38,502

(9,798)

28,704

0.66

0.66

0.15

41.30

35.90

507,390

32,061

308

44,831

46,996

6,290

53,286

0.82

0.81

0.14

32.50

28.10

552,753

516,087

35,428

(7,686)

35,168

39,360

(78,159)

(38,799)

0.68

0.67

0.16

44.00

34.95

30,108

(2,600)

49,053

45,389

(3,386)

42,003

0.79

0.78

0.15

37.91

30.36

The addition of all quarters may not agree to annual amounts on the Financial Statements due to rounding.

1 See Note 19. “Statutory Financial Information, Capital Requirements, and Restrictions on Dividends and Transfers of Funds” for a discussion of dividend 
restrictions.

2 These ranges of high and low prices of the Parent’s common stock, as reported by the NASDAQ Global Select Market, represent actual transactions.  Price 
quotations do not include retail markups, markdowns, and commissions.  The range of high and low prices for common stock for the period beginning January 
3, 2017 and ending February 14, 2017 was $38.50 to $44.35.

133

 
 
 
 
 
 
 
 
 
 
 
 
Item 9. Changes in and Disagreements With Accountants on Accounting and Financial Disclosure.
None.

Item 9A. Controls and Procedures.
Our management, with the participation of our Chief Executive Officer and Chief Financial Officer, has evaluated the 
effectiveness of our disclosure controls and procedures (as such term is defined in Rules 13a-15(e) and 15d-15(e) under the 
Securities Exchange Act of 1934, as amended (the "Exchange Act")) as of the end of the period covered by this report.  Based 
on this evaluation, our Chief Executive Officer and Chief Financial Officer have concluded that, as of the end of such period, 
our disclosure controls and procedures are:  (i) effective in recording, processing, summarizing, and reporting information on a 
timely basis that we are required to disclose in the reports that we file or submit under the Exchange Act; and (ii) effective in 
ensuring that information that we are required to disclose in the reports that we file or submit under the Exchange Act is 
accumulated and communicated to our management, including our Chief Executive Officer and Chief Financial Officer, as 
appropriate, to allow timely decisions regarding required disclosure.

Management's Report on Internal Control Over Financial Reporting
Our management is responsible for establishing and maintaining adequate internal control over financial reporting.  Internal 
control over financial reporting (as defined in Rule 13a-15(f) and 15d-15(f) under the Exchange Act) is a process designed by, 
or under the supervision of, a company's principal executive and principal financial officers and effected by the Board, 
management and other personnel, to provide reasonable assurance regarding the reliability of financial reporting and the 
preparation of financial statements for external purposes in accordance with generally accepted accounting principles and 
includes those policies and procedures that:

• 

• 

• 

Pertain to the maintenance of records that in reasonable detail accurately and fairly reflect the transactions and 
dispositions of the assets of the company;
Provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial 
statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the 
company are being made only in accordance with authorizations of management and directors of the company; and
Provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or 
disposition of the company's assets that could have a material effect on the financial statements.

Our management assessed the effectiveness of our internal control over financial reporting as of December 31, 2016.  In 
making this assessment, management used the criteria set forth by the Committee of Sponsoring Organizations of the Treadway 
Commission in Internal Control-Integrated Framework ("COSO Framework") in 2013.

Based on this assessment, our management believes that, as of December 31, 2016, our internal control over financial reporting 
is effective.

No changes in our internal control over financial reporting (as such term is defined in Rule 13a-15(f) of the Exchange Act) 
occurred during the fourth quarter of 2016 that materially affected, or are reasonably likely to materially affect, our internal 
control over financial reporting.

Attestation Report of the Independent Registered Public Accounting Firm
Our independent registered public accounting firm, KPMG, LLP, has issued their attestation report on our internal control over 
financial reporting which is set forth below.

134

 
 
 
 
 
 
 
Report of Independent Registered Public Accounting Firm

The Board of Directors and Stockholders
Selective Insurance Group, Inc.:

We have audited Selective Insurance Group, Inc. and its subsidiaries’ (the “Company”) internal control over financial reporting 
as of December 31, 2016, based on criteria established in Internal Control - Integrated Framework (2013) issued by the 
Committee of Sponsoring Organizations of the Treadway Commission (COSO).  Selective Insurance Group, Inc.’s 
management is responsible for maintaining effective internal control over financial reporting and for its assessment of the 
effectiveness of internal control over financial reporting, included in the accompanying Management’s Report on Internal 
Control over Financial Reporting.  Our responsibility is to express an opinion on the Company’s internal control over financial 
reporting based on our audit.

We conducted our audit in accordance with the standards of the Public Company Accounting Oversight Board (United States). 
Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal 
control over financial reporting was maintained in all material respects.  Our audit included obtaining an understanding of 
internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design 
and operating effectiveness of internal control based on the assessed risk.  Our audit also included performing such other 
procedures as we considered necessary in the circumstances.  We believe that our audit provides a reasonable basis for our 
opinion.

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the 
reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally 
accepted accounting principles.  A company’s internal control over financial reporting includes those policies and procedures 
that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and 
dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit 
preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and 
expenditures of the company are being made only in accordance with authorizations of management and directors of the 
company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or 
disposition of the company’s assets that could have a material effect on the financial statements.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements.  Also, 
projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate 
because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

In our opinion, Selective Insurance Group, Inc. and its subsidiaries maintained, in all material respects, effective internal 
control over financial reporting as of December 31, 2016, based on criteria established in Internal Control - Integrated 
Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), 
the consolidated balance sheets of Selective Insurance Group, Inc. and subsidiaries as of December 31, 2016 and 2015, and the 
related consolidated statements of income, comprehensive income, stockholders’ equity, and cash flows for each of the years in 
the three-year period ended December 31, 2016, and our report dated February 21, 2017 expressed an unqualified opinion on 
those consolidated financial statements.

/s/ KPMG LLP
New York, New York
February 21, 2017 

135

 
 
 
Item 9B. Other Information.
There is no other information that was required to be disclosed in a report on Form 8-K during the fourth quarter of 2016 that 
we did not report.

PART III
Because we will file a Proxy Statement within 120 days after the end of the fiscal year ending December 31, 2016, this Annual 
Report on Form 10-K omits certain information required by Part III and incorporates by reference certain information included 
in the Proxy Statement.

Item 10. Directors, Executive Officers and Corporate Governance.
Information about our executive officers, Directors, and all other matters required to be disclosed in Item 10. "Directors, 
Executive Officers and Corporate Governance." appears under the "Executive Officers" and "Information About Proposal 1 - 
Election of Directors" sections of the Proxy Statement.  These portions of the Proxy Statement are hereby incorporated by 
reference.

Section 16(a) Beneficial Ownership Reporting Compliance
Information about compliance with Section 16(a) of the Exchange Act appears under "Section 16(a) Beneficial Ownership 
Reporting Compliance" in the "Information About Proposal 1 - Election of Directors" section of the Proxy Statement and is 
hereby incorporated by reference.

Item 11. Executive Compensation.
Information about compensation of our named executive officers appears under "Executive Compensation" in the "Election of 
Directors" section of the Proxy Statement and is hereby incorporated by reference.  Information about compensation of the 
Board appears under "Director Compensation" in the "Information About Proposal 1 -  Election of Directors" section of the 
Proxy Statement and is hereby incorporated by reference.

Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.
Information about security ownership of certain beneficial owners and management appears under "Security Ownership of 
Management and Certain Beneficial Owners" in the "Information About Proposal 1 - Election of Directors" section of the 
Proxy Statement and is hereby incorporated by reference.

Item 13. Certain Relationships and Related Transactions, and Director Independence.
Information about certain relationships and related transactions, and director independence appears under “Transactions with 
Related Persons” in the "Information About Proposal 1 - Election of Directors" section of the Proxy Statement and is hereby 
incorporated by reference.

Item 14. Principal Accounting Fees and Services.
Information about the fees and services of our principal accountants appears under "Audit Committee Report" and "Fees of 
Independent Registered Public Accounting Firm" in the "Information About Proposal 4 - Ratification of Appointment of 
Independent Registered Public Accounting Firm" section of the Proxy Statement and is hereby incorporated by reference.

136

 
 
 
 
PART IV

Item 15. Exhibits, Financial Statement Schedules.

(a) The following documents are filed as part of this report:

(1) Financial Statements:

The Financial Statements listed below are included in Item 8. "Financial Statements and Supplementary Data."

Consolidated Balance Sheets as of December 31, 2016 and 2015

Consolidated Statements of Income for the Years Ended December 31, 2016, 2015, and 2014

Consolidated Statements of Comprehensive Income for the Years Ended December 31, 2016, 2015, and 2014

Consolidated Statements of Stockholders' Equity for the Years Ended December 31, 2016, 2015, and 2014

Consolidated Statements of Cash Flows for the Years Ended December 31, 2016, 2015, and 2014

Notes to Consolidated Financial Statements, December 31, 2016, 2015, and 2014

(2) Financial Statement Schedules:

Form 10-K

Page

75

76

77

78

79

80

The financial statement schedules, with Independent Auditors' Report thereon, required to be filed are listed below by page 
number as filed in this report.  All other schedules are omitted as the information required is inapplicable, immaterial, or the 
information is presented in the Financial Statements or related notes.

Schedule I

Summary of Investments – Other than Investments in Related Parties at December 31, 2016

Schedule II

Condensed Financial Information of Registrant at December 31, 2016 and 2015 and for the Years Ended
December 31, 2016, 2015, and 2014

Schedule III

Supplementary Insurance Information for the Years Ended December 31, 2016, 2015, and 2014

Schedule IV

Reinsurance for the Years Ended December 31, 2016, 2015, and 2014

Schedule V

Allowance for Uncollectible Premiums and Other Receivables for the Years Ended December 31, 2016, 2015,
and 2014

Form 10-K

Page

140

141

144

146

146

(3) Exhibits:

The exhibits required by Item 601 of Regulation S-K are listed in the Exhibit Index, which is incorporated by reference and 
immediately precedes the exhibits filed with or incorporated by reference in this Form 10-K.

137

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SIGNATURES

Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this 
report to be signed on its behalf by the undersigned, thereunto duly authorized.

SELECTIVE INSURANCE GROUP, INC.

By: /s/ Gregory E. Murphy
Gregory E. Murphy
Chairman of the Board and Chief Executive Officer

By: /s/ Mark A. Wilcox
Mark A. Wilcox
Executive Vice President and Chief Financial Officer
(principal financial officer)

By: /s/ Anthony D. Harnett
Anthony D. Harnett
Senior Vice President and Chief Accounting Officer
(principal accounting officer)

February 21, 2017

February 21, 2017

February 21, 2017

Pursuant to the requirements of the Securities Exchange Act of 1934, this Report has been signed below by the following 
persons on behalf of the Registrant and in the capacities and on the date indicated.

138

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
By:  /s/ Gregory E. Murphy
Gregory E. Murphy
Chairman of the Board and Chief Executive Officer

*

Paul D. Bauer
Director

*

A. David Brown
Director

*

John C. Burville
Director

*

Robert Kelly Doherty
Director

*

Michael J. Morrissey
Director

*

Cynthia S. Nicholson
Director

*

Ronald L. O’Kelley
Director

*

William M. Rue
Director

*

John S. Scheid
Director

*

J. Brian Thebault
Director

*

Philip H. Urban
Director

* By: /s/ Michael H. Lanza
Michael H. Lanza
Attorney-in-fact

139

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

February 21, 2017

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SELECTIVE INSURANCE GROUP, INC. AND CONSOLIDATED SUBSIDIARIES
SUMMARY OF INVESTMENTS - OTHER THAN INVESTMENTS IN RELATED PARTIES
December 31, 2016 

SCHEDULE I

Types of investment

($ in thousands)

Fixed income securities:

Held-to-maturity:

Amortized Cost
or Cost

Fair Value

Carrying
Amount

Obligations of states and political subdivisions

$

Public utilities

All other corporate securities

Commercial mortgage-backed securities

Total fixed income securities, held-to-maturity

Available-for-sale:

U.S. government and government agencies

Foreign government

Obligations of states and political subdivisions

Public utilities

All other corporate securities

Collateralized loan obligation securities and other asset-backed securities

Commercial mortgage-backed securities

Residential mortgage-backed securities

77,466

8,589

14,122

1,220

79,916

9,292

14,783

1,220

77,783

8,579

13,989

1,205

101,397

105,211

101,556

75,139

26,559

1,366,287

108,664

1,867,892

527,876

256,356

524,986

77,333

26,865

1,379,593

110,000

1,887,753

528,960

256,842

525,194

77,333

26,865

1,379,593

110,000

1,887,753

528,960

256,842

525,194

Total fixed income securities, available-for-sale

4,753,759

4,792,540

4,792,540

Equity securities:

Common stock:

Banks, trusts and insurance companies

Industrial, miscellaneous and all other

Total common stock, available-for-sale

Preferred stock:

Banks, trusts and insurance companies

Total preferred stock, available-for-sale

            Total equity securities, available-for-sale

Short-term investments

Other investments

Total investments

14,056

90,607

104,663

16,226

16,226

120,889

221,701

102,397

$

5,300,143

17,648

112,960

130,608

16,145

16,145

146,753

221,701

17,648

112,960

130,608

16,145

16,145

146,753

221,701

102,397

5,364,947

See accompanying Report of Independent Registered Public Accounting Firm in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

140

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SELECTIVE INSURANCE GROUP, INC.
(Parent Corporation)
Balance Sheets

($ in thousands, except share amounts)

Assets:

Fixed income securities, available-for-sale – at fair value (amortized cost: $73,471 – 2016; $61,794 – 2015)

Short-term investments

Cash

Investment in subsidiaries

Current federal income tax

Deferred federal income tax

Other assets

   Total assets

Liabilities:

Long-term debt

Intercompany notes payable

Accrued long-term stock compensation

Other liabilities

   Total liabilities

Stockholders’ Equity:

Preferred stock at $0 par value per share:

   Authorized shares 5,000,000; no shares issued or outstanding

Common stock of $2 par value per share:

Authorized shares:  360,000,000

Issued: 101,620,436 – 2016; 100,861,372 – 2015

Additional paid-in capital

Retained earnings

Accumulated other comprehensive loss

Treasury stock – at cost (shares: 43,653,237 – 2016; 43,500,642 – 2015)

   Total stockholders’ equity

   Total liabilities and stockholders’ equity

SCHEDULE II

December 31,

2016

2015

73,509

17,777

458

61,567

29,116

898

1,845,410

1,716,681

19,766

19,562

840

18,297

17,513

670

1,977,322

1,844,742

328,667

79,324

32,029

5,932

445,952

328,192

86,163

26,465

5,881

446,701

—

—

$

$

$

$

$

203,241

347,295

1,568,881

(15,950)

(572,097)

1,531,370

$

1,977,322

201,723

326,656

1,446,192

(9,425)

(567,105)

1,398,041

1,844,742

See accompanying Report of Independent Registered Public Accounting Firm.  Information should be read in conjunction with the Notes to Consolidated 
Financial Statements of Selective Insurance Group, Inc. and its subsidiaries.  Both items are in Item 8. “Financial Statements and Supplementary Data.” of this 
Form 10-K.

141

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SELECTIVE INSURANCE GROUP, INC.
(Parent Corporation)
Statements of Income

SCHEDULE II (continued)

Year ended December 31,

2016

2015

2014

$

61,014

1,259

(220)

—

62,053

24,030

35,020

59,050

57,752

57,511

852

—

—

620

2

340

58,604

58,473

24,057

28,393

52,450

24,817

23,598

48,415

($ in thousands)

Revenues:

Dividends from subsidiaries

Net investment income earned

Net realized (losses) gains

Other income

   Total revenues

Expenses:

Interest expense

Other expenses

   Total expenses

   Income before federal income tax

3,003

6,154

10,058

Federal income tax benefit:

Current

Deferred

   Total federal income tax benefit

(17,924)

(2,143)

(20,067)

(16,609)

(1,603)

(18,212)

(15,920)

(646)

(16,566)

Net income before equity in undistributed income of subsidiaries

23,070

24,366

26,624

Equity in undistributed income of subsidiaries, net of tax

135,425

141,495

115,203

Net income

$

158,495

165,861

141,827

See accompanying Report of Independent Registered Public Accounting Firm.  Information should be read in conjunction with the Notes to Consolidated 
Financial Statements of Selective Insurance Group, Inc. and its subsidiaries.  Both items are in Item 8. “Financial Statements and Supplementary Data.” of this 
Form 10-K.

142

 
 
 
 
 
 
 
 
 
 
 
 
 
 
SELECTIVE INSURANCE GROUP, INC.
(Parent Corporation)
Statements of Cash Flows

SCHEDULE II (continued)

($ in thousands)

Operating Activities:

Net income

Adjustments to reconcile net income to net cash provided by operating activities:

Equity in undistributed income of subsidiaries, net of tax

Stock-based compensation expense

Net realized losses (gains)

Amortization – other

Changes in assets and liabilities:

Increase in accrued long-term stock compensation

(Increase) decrease in net federal income taxes

(Decrease) increase in other assets

Increase (decrease) in other liabilities

Net cash provided by operating activities

Investing Activities:

Purchase of fixed income securities, available-for-sale

Redemption and maturities of fixed income securities, available-for-sale

Sale of fixed income securities, available-for-sale

Purchase of short-term investments

Sale of short-term investments

Net cash (used in) provided by investing activities

Financing Activities:

Dividends to stockholders

Acquisition of treasury stock

Net proceeds from stock purchase and compensation plans

Excess tax benefits from share-based payment arrangements

Principal payment on borrowings from subsidiaries

Net cash used in financing activities

Net (decrease) increase in cash

Cash, beginning of year

Cash, end of year

Year ended December 31,

2016

2015

2014

$

158,495

165,861

141,827

(135,425)

10,449

220

648

5,564

(3,612)

(202)

80

36,217

(45,789)

14,983

18,768

(119,501)

130,841

(698)

(33,758)

(4,992)

7,811

1,819

(6,839)

(35,959)

(440)

898

458

$

(141,495)

(115,203)

8,973

—

740

4,575

(3,052)

(12)

(202)

35,388

(33,717)

21,578

—

(106,933)

94,422

(24,650)

(31,052)

(4,182)

10,089

1,736

(2,798)

(26,207)

(15,469)

16,367

898

8,702

(2)

1,421

1,062

10,977

1,165

(120)

49,829

(18,511)

23,210

300

(102,717)

101,510

3,792

(28,428)

(3,563)

7,283

1,020

(13,759)

(37,447)

16,174

193

16,367

See accompanying Report of Independent Registered Public Accounting Firm.  Information should be read in conjunction with the Notes to Consolidated 
Financial Statements of Selective Insurance Group, Inc. and its subsidiaries.  Both items are in Item 8. “Financial Statements and Supplementary Data.” of this 
Form 10-K.

143

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SELECTIVE INSURANCE GROUP, INC. AND CONSOLIDATED SUBSIDIARIES
SUPPLEMENTARY INSURANCE INFORMATION
Year ended December 31, 2016 

SCHEDULE III

Deferred
policy
acquisition 
costs

Reserve
for losses
and loss 
expenses

Unearned
premiums

Net
premiums 
earned

Net
investment 
income1

Losses
and loss
expenses 
incurred

Amortization
of deferred
policy
acquisition 
costs2

Other
operating 
expenses3

Net
premiums 
written

$

181,193

3,098,554

884,976

1,665,483

16,664

24,707

286,081

307,084

282,111

95,732

280,607

203,482

—

—

—

913,506

367,813

237,730

1,745,782

177,749

143,542

34,105

48,410

56,334

18,451

281,822

209,684

($ in thousands)

Standard Commercial
Lines Segment

Standard Personal
Lines Segment

E&S Lines Segment

Investments Segment

—

—

—

—

125,817

—

—

—

—

Total

$

222,564

3,691,719

1,262,819

2,149,572

125,817

1,234,797

450,328

312,515

2,237,288

1Includes “Net investment income earned” and “Net realized investment gains” on the Consolidated Statements of Income.
2The total of “Amortization of deferred policy acquisition costs” of $450,328 and “Other operating expenses” of $312,515 reconciles to the Consolidated 
Statements of Income as follows:

Policy acquisition costs
Other income3
Other expenses3

Total

$

$

763,758

(8,881)

7,966

762,843

3 In addition to amounts related to the Standard Commercial Lines, Standard Personal Lines, and E&S Lines, “Other income” and “Other expenses” on the 
Consolidated Statements of Income includes holding company income and expense amounts of $0 and $35,023, respectively.

See accompanying Report of Independent Registered Public Accounting Firm in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

 Year ended December 31, 2015 

Deferred
policy
acquisition 
costs

Reserve
for losses
and loss 
expenses

Unearned
premiums

Net
premiums 
earned

Net
investment 
income1

Losses
and loss
expenses 
incurred

Amortization
of deferred
policy
acquisition 
costs2

Other
operating 
expenses3

Net
premiums 
written

$ 171,476

2,998,749

803,648

1,529,442

17,258

24,425

—

265,054

253,925

—

276,533

89,529

—

288,134

172,333

—

134,487

—

—

—

819,573

323,753

221,620

1,596,965

200,237

128,731

—

33,638

42,044

—

52,923

18,361

—

283,926

189,013

—

($ in thousands)

Standard Commercial
Lines Segment

Standard Personal
Lines Segment

E&S Lines Segment

Investments Segment

Total

$ 213,159

3,517,728

1,169,710

1,989,909

134,487

1,148,541

399,435

292,904

2,069,904

1Includes “Net investment income earned” and “Net realized investment gains” on the Consolidated Statements of Income.
2 The total of “Amortization of deferred policy acquisition costs” of $399,435 and “Other operating expenses” of $292,904 reconciles to the Consolidated 
Statements of Income as follows:

Policy acquisition costs
Other income3
Other expenses3

Total

$

$

689,820

(7,456)

9,975

692,339

3 In addition to amounts related to the Standard Commercial Lines, Standard Personal Lines, and E&S Lines, “Other income” and “Other expenses” on the 
Consolidated Statements of Income includes holding company income and expense amounts of $0 and $28,396, respectively.

See accompanying Report of Independent Registered Public Accounting Firm in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K. 

144

 
 
SELECTIVE INSURANCE GROUP, INC. AND CONSOLIDATED SUBSIDIARIES
SUPPLEMENTARY INSURANCE INFORMATION
Year ended December 31, 2014 

SCHEDULE III (continued)

($ in thousands)

Standard Commercial
Lines Segment

Standard Personal
Lines Segment

E&S Lines Segment

Investments Segment

Deferred
policy
acquisition 
costs

Reserve
for losses 
and loss 
expenses

Unearned
premiums

Net
premiums 
earned

Net
investment 
income1

$ 147,285

3,000,796

734,697

1,415,712

17,495

20,828

—

279,761

197,313

—

285,777

75,345

—

296,747

140,150

—

165,307

Losses
and loss
expenses 
incurred

Amortization
of deferred
policy
acquisition 
costs2

Other
operating 
expenses3

Net
premiums 
written

870,018

295,774

188,699

1,441,047

197,182

90,301

—

34,851

33,670

—

48,178

15,793

—

292,061

152,172

—

—

—

—

Total

$ 185,608

3,477,870

1,095,819

1,852,609

165,307

1,157,501

364,295

252,670

1,885,280

1 Includes “Net investment income earned” and “Net realized investment gains” on the Consolidated Statements of Income.
2 The total of “Amortization of deferred policy acquisition costs” of $364,295 and “Other operating expenses” of $252,670 reconciles to the Consolidated 
Statements of Income as follows:

Policy acquisition costs
Other income3
Other expenses3

Total

$

$

624,470

(16,598)

9,093

616,965

3 In addition to amounts related to the Standard Commercial Lines, Standard Personal Lines, and E&S Lines, “Other income” and “Other expenses” on the 
Consolidated Statements of Income includes holding company income and expense amounts of $347 and $23,603, respectively.

See accompanying Report of Independent Registered Public Accounting Firm in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

145

 
SELECTIVE INSURANCE GROUP, INC. AND CONSOLIDATED SUBSIDIARIES
REINSURANCE
Years ended December 31, 2016, 2015, and 2014 

SCHEDULE IV

($ thousands)

2016

Premiums earned:

Accident and health insurance

Property and liability insurance

Total premiums earned

2015

Premiums earned:

Accident and health insurance

Property and liability insurance

Total premiums earned

2014

Premiums earned:

Accident and health insurance

Property and liability insurance

Total premiums earned

Direct Amount

Assumed From
Other
Companies

Ceded to Other
Companies

Net Amount

% of Amount
Assumed
To Net

$

$

$

32

2,484,683

2,484,715

37

2,330,230

2,330,267

44

2,183,214

2,183,258

—

28,214

28,214

—

23,209

23,209

—

34,653

34,653

—

363,357

363,357

32

2,149,540

2,149,572

37

363,530

363,567

—

1,989,909

1,989,909

44

365,258

365,302

—

1,852,609

1,852,609

—

1%

1%

—

1 %

1 %

—

2 %

2 %

See accompanying Report of Independent Registered Public Accounting Firm in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

SELECTIVE INSURANCE GROUP, INC. AND CONSOLIDATED SUBSIDIARIES
ALLOWANCE FOR UNCOLLECTIBLE PREMIUMS AND OTHER RECEIVABLES
Years ended December 31, 2016, 2015, and 2014 

SCHEDULE V

($ in thousands)

Balance, January 1

Additions

Deductions

Balance, December 31

2016

2015

2014

$

$

10,122

4,669

(3,311)

11,480

11,037

3,604

(4,519)

10,122

9,542

4,617

(3,122)

11,037

See accompanying Report of Independent Registered Public Accounting Firm in Item 8. "Financial Statements and Supplementary Data." of this Form 10-K.

146

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
EXHIBIT INDEX

Exhibit
Number
3.1

3.2

4.1

4.2

4.3

4.4

4.5

4.6

4.7

10.1+

10.1a+

10.2+

10.2a

Amended and Restated Certificate of Incorporation of Selective Insurance Group, Inc., filed May 4, 2010
(incorporated by reference herein to Exhibit 3.1 of the Company’s Quarterly Report on Form 10-Q for the
quarter ended June 30, 2010, File No. 001-33067).

By-Laws of Selective Insurance Group, Inc., effective July 29, 2015 (incorporated by reference herein to
Exhibit 3.2 of the Company's Quarterly Report on Form 10-Q for the quarter ended June 30, 2015, File No.
001-33067).

Indenture, dated as of September 24, 2002, between Selective Insurance Group, Inc. and National City Bank,
as Trustee, relating to the Company's 1.6155% Senior Convertible Notes due September 24, 2032
(incorporated by reference herein to Exhibit 4.1 of the Company's Registration Statement on Form S-3 No.
333-101489).

Indenture, dated as of November 16, 2004, between Selective Insurance Group, Inc. and Wachovia Bank,
National Association, as Trustee, relating to the Company's 7.25% Senior Notes due 2034 (incorporated by
reference herein to Exhibit 4.1 of the Company's Current Report on Form 8-K filed November 18, 2004, File
No. 000-08641).

Indenture, dated as of November 3, 2005, between Selective Insurance Group, Inc. and Wachovia Bank,
National Association, as Trustee, relating to the Company’s 6.70% Senior Notes due 2035 (incorporated by
reference herein to Exhibit 4.1 of the Company’s Current Report on Form 8-K filed November 9, 2005, File
No. 000-08641).

Registration Rights Agreement, dated as of November 16, 2004, between Selective Insurance Group, Inc. and
Keefe, Bruyette & Woods, Inc. (incorporated by reference herein to Exhibit 4.2 of the Company’s Current
Report on Form 8-K filed November 18, 2004, File No. 000-08641).

Registration Rights Agreement, dated as of November 3, 2005, between Selective Insurance Group, Inc. and
Keefe, Bruyette & Woods, Inc. (incorporated by reference herein to Exhibit 4.2 of the Company’s Current
Report on Form 8-K filed November 9, 2005, File No. 000-08641).

Indenture, dated as of February 8, 2013, between Selective Insurance Group, Inc. and U.S. Bank National
Association, as Trustee (incorporated by reference herein to Exhibit 4.1 of the Company's Current Report on
Form 8-K filed February 8, 2013, File No. 001-33067).

First Supplemental Indenture, dated as of February 8, 2013, between Selective Insurance Group, Inc. and U.S.
Bank National Association, as Trustee, relating to the Company’s 5.875% Senior Notes due 2043 (incorporated
by reference herein to Exhibit 4.2 of the Company’s Current Report on Form 8-K filed February 8, 2013, File
No. 001-33067).

Selective Insurance Supplemental Pension Plan, As Amended and Restated Effective January 1, 2005
(incorporated by reference herein to Exhibit 10.1 of the Company’s Quarterly Report on Form 10-Q for the
quarter ended September 30, 2008, File No. 001-33067).

Amendment No. 1 to Selective Insurance Supplemental Pension Plan, As Amended and Restated Effective
January 1, 2005 (incorporated by reference herein to Exhibit 10.1 of the Company's Current Report on Form 8-
K filed March 25, 2013, File No. 001-33067).

Selective Insurance Company of America Deferred Compensation Plan (2005), As Amended and Restated
Effective as of January 1, 2010 (incorporated by reference herein to Exhibit 10.2 of the Company’s Quarterly
Report on Form 10-Q for the quarter ended September 30, 2011, File No. 001-33067).

Amendment No 1. to Selective Insurance Company of America Deferred Compensation Plan (2005)
(incorporated by reference herein to Exhibit 10.2a of the Company's Quarterly Report on Form 10-Q for the
quarter ended September 30, 2011, File No. 001-33067).

147

 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit

Number

10.2b+

10.3+

10.4+

10.5+

10.6+

10.7+

10.8+

10.9+

10.10+

10.11+

10.12+

10.13+

10.14+

10.15+

Amendment No. 2 to Selective Insurance Company of America Deferred Compensation Plan (2005), As
Amended and Restated Effective as of January 1, 2010 (incorporated by reference herein to Exhibit 10.2 of the
Company's Current Report on Form 8-K filed March 25, 2013, File No. 001-33067).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan, effective May 1, 2014 (incorporated by reference
herein to Appendix A-1 to the Company’s Definitive Proxy Statement for its 2014 Annual Meeting of
Stockholders filed April 3, 2014, File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Director Stock Option Agreement (incorporated by
reference herein to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q for the quarter ended March
31, 2014, File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Stock Option Agreement (incorporated by reference
herein to Exhibit 10.2 to the Company’s Quarterly Report on Form 10-Q for the quarter ended March 31,
2014, File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Service-Based Restricted Stock Agreement
(incorporated by reference herein to Exhibit 10.3 to the Company’s Quarterly Report on Form 10-Q for the
quarter ended March 31, 2014 File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Performance-Based Restricted Stock Agreement
(incorporated by reference herein to Exhibit 10.4 to the Company’s Quarterly Report on Form 10-Q for the
quarter ended March 31, 2014, File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Service-Based Restricted Stock Unit Agreement
(incorporated by reference herein to Exhibit 10.5 to the Company’s Quarterly Report on Form 10-Q for the
quarter ended March 31, 2014 File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Performance-Based Restricted Stock Unit
Agreement (incorporated by reference herein to Exhibit 10.6 to the Company’s Quarterly Report on Form 10-
Q for the quarter ended March 31, 2014, File No. 000-08641).

Selective Insurance Group, Inc. 2014 Omnibus Stock Plan Director Restricted Stock Unit Agreement
(incorporated by reference herein to Exhibit 10.7 to the Company’s Quarterly Report on Form 10-Q for the
quarter ended March 31, 2014, File No. 000-08641).

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan As Amended and Restated Effective as of May 1,
2010 (incorporated by reference herein to Appendix C of the Company’s Definitive Proxy Statement for its
2010 Annual Meeting of Stockholders filed March 25, 2010, File No. 001-33067).

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan Stock Option Agreement (incorporated by reference
herein to Exhibit 10.2 to the Company’s Quarterly Report on Form 10-Q for the quarter ended March 31,
2006, File No. 000-08641).

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan Director Restricted Stock Unit Agreement
(incorporated by reference herein to Exhibit 10.8 of the Company’s Annual Report on Form 10-K for the year
ended December 31, 2009, File No. 001-33067).

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan Director Stock Option Agreement (incorporated by
reference herein to Exhibit 10.9 of the Company’s Annual Report on Form 10-K for the year ended December
31, 2005, File No. 000-08641).

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan Restricted Stock Unit Agreement (incorporated by
reference herein to Exhibit 10.12 of the Company’s Annual Report on Form 10-K for the year ended December
31, 2009, File No. 001-33067).

148

 
   
 
   
 
 
   
 
 
   
 
 
 
   
 
Exhibit
Number
10.16+

10.17+

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan Restricted Stock Unit Agreement (incorporated by
reference herein to Exhibit 10.13 of the Company’s Annual Report on Form 10-K for the year ended December
31, 2009, File No. 001-33067).

Selective Insurance Group, Inc. 2005 Omnibus Stock Plan Automatic Director Stock Option Agreement
(incorporated by reference herein to Exhibit 2 of the Company’s Definitive Proxy Statement for its 2005
Annual Meeting of Stockholders filed April 6, 2005, File No. 000-08641).

10.18*

Selective Insurance Group, Inc. Non-Employee Directors’ Compensation and Deferral Plan, As Amended and
Restated Effective as of January 1, 2017.

10.19+

Deferred Compensation Plan for Directors (incorporated by reference herein to Exhibit 10.5 to the Company’s
Annual Report on Form 10-K for the year ended December 31, 1993, File No. 000-08641).

10.20+

10.21+

10.22+

10.23+

10.24+

10.25+

Selective Insurance Group, Inc. Employee Stock Purchase Plan (2009), amended and restated effective July 1,
2009 (incorporated by reference herein to Appendix A to the Company’s Definitive Proxy Statement for its
2009 Annual Meeting of Stockholders filed March 26, 2009, File No. 001-33067).

Selective Insurance Group, Inc. Cash Incentive Plan As Amended and Restated as of May 1, 2014
(incorporated by reference herein to Appendix B to the Company’s Definitive Proxy Statement for its 2014
Annual Meeting of Stockholders filed March 24, 2014, File No. 001-33067).

Selective Insurance Group, Inc. Cash Incentive Plan Service-Based Cash Incentive Unit Award Agreement
(incorporated by reference herein to Exhibit 10.8 of the Company’s Quarterly Report on Form 10-Q for the
quarter ended March 31, 2014, File No. 001-33067).

Selective Insurance Group, Inc. Cash Incentive Plan Performance-Based Cash Incentive Unit Award
Agreement (incorporated by reference herein to Exhibit 10.9 of the Company’s Quarterly Report on Form 10-
Q for the quarter ended March 31, 2014, File No. 001-33067).

Selective Insurance Group, Inc. Cash Incentive Plan Cash Incentive Unit Award Agreement (incorporated by
reference herein to Exhibit 10.14c of the Company’s Annual Report on Form 10-K for the year ended
December 31, 2007, File No. 001-33067).

Selective Insurance Group, Inc. Cash Incentive Plan Cash Incentive Unit Award Agreement (incorporated by
reference herein to Exhibit 10.14d of the Company’s Annual Report on Form 10-K for the year ended
December 31, 2007, File No. 001-33067).

10.26*

Amended and Restated Selective Insurance Group, Inc. Stock Purchase Plan for Independent Insurance
Agencies (2010), Amended and Restated as of February 1, 2017.

10.27+

10.28+

10.29+

Selective Insurance Group, Inc. Stock Option Plan for Directors (incorporated by reference herein to Exhibit B
of the Company’s Definitive Proxy Statement for its 2000 Annual Meeting of Stockholders filed March 31,
2000, File No. 000-08641).

Amendment to the Selective Insurance Group, Inc. Stock Option Plan for Directors, as amended, effective as
of July 26, 2006, (incorporated by reference herein to Exhibit 10.3 of the Company’s Quarterly Report on
Form 10-Q for the quarter ended June 30, 2006, File No. 000-08641).

Selective Insurance Group, Inc. Stock Compensation Plan for Nonemployee Directors, (incorporated by
reference herein to Exhibit A of the Company’s Definitive Proxy Statement for its 2000 Annual Meeting of
Stockholders filed March 31, 2000, File No. 000-08641).

149

   
 
 
 
 
   
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit
Number

10.30+

10.31+

10.32+

10.33+

10.34+

10.35

10.36

10.37+

10.38+

Amendment to Selective Insurance Group, Inc. Stock Compensation Plan for Nonemployee Directors, as
amended (incorporated by reference herein to Exhibit 10.22a of the Company’s Annual Report on Form 10-K
for the year ended December 31, 2008, File No. 001-33067).

Employment Agreement between Selective Insurance Company of America and Gregory E. Murphy, dated as
of December 23, 2008 (incorporated by reference herein to Exhibit 10.1 of the Company’s Current Report on
Form 8-K filed December 30, 2008, File No. 001-33067).

Employment Agreement between Selective Insurance Company of America and Michael H. Lanza, dated as of
December 23, 2008 (incorporated by reference herein to Exhibit 10.23e of the Company’s Annual Report on
Form 10-K for the year ended December 31, 2008, File No. 001-33067).

Employment Agreement between Selective Insurance Company of America and John J. Marchioni, dated as of 
September 10, 2013 (incorporated by reference herein to Exhibit 10.1 of the Company’s Current Report on 
Form 8-K filed September 11, 2013, File No. 001-33067).

Employment Agreement between Selective Insurance Company of America and Mark A. Wilcox, dated as of
October 28, 2016 (incorporated by reference herein to Exhibit 10.1 of the Company’s Current Report on Form
8-K filed October 31, 2016, File No. 001-33067).

Credit Agreement among Selective Insurance Group, Inc., the Lenders Named Therein and Wells Fargo Bank,
National Association, as Administrative Agent, dated as of December 1, 2015.

Form of Indemnification Agreement between Selective Insurance Group, Inc. and each of its directors and
executive officers, as adopted on May 19, 2005 (incorporated by reference herein to Exhibit 10.1 of the
Company’s Current Report on Form 8-K filed May 20, 2005, File No. 000-08641).

Selective Insurance Group, Inc. Non-Employee Directors’ Deferred Compensation Plan (incorporated by
reference herein to Exhibit 10.27 of the Company’s Annual Report on Form 10-K for the year ended December
31, 2009, File No. 001-33067).

Amendment No. 1 to the Selective Insurance Group, Inc. Non-Employee Directors’ Deferred Compensation
Plan (incorporated by reference herein to Exhibit 10.27a of the Company’s Annual Report on Form 10-K for
the year ended December 31, 2010, File No. 001-33067).

150

 
 
 
 
   
 
 
 
 
 
   
 
Exhibit
Number
*21

  Subsidiaries of Selective Insurance Group, Inc.

*23.1

  Consent of KPMG LLP.

*24.1

  Power of Attorney of Paul D. Bauer.

*24.2

Power of Attorney of A. David Brown.

*24.3

Power of Attorney of John C. Burville.

*24.4

Power of Attorney of Robert Kelly Doherty.

*24.5

Power of Attorney of Michael J. Morrissey.

*24.6

Power of Attorney of Cynthia S. Nicholson.

*24.7

Power of Attorney of Ronald L. O'Kelley.

*24.8

Power of Attorney of William M. Rue.

*24.9

Power of Attorney of John S. Scheid.

*24.10

  Power of Attorney of J. Brian Thebault.

*24.11

  Power of Attorney of Philip H. Urban.

*31.1

*31.2

*32.1

  Certification of Chief Executive Officer in accordance with Section 302 of the Sarbanes-Oxley Act of 2002.

  Certification of Chief Financial Officer in accordance with Section 302 of the Sarbanes-Oxley Act of 2002.

  Certification of Chief Executive Officer in accordance with Section 906 of the Sarbanes-Oxley Act of 2002.

*32.2

  Certification of Chief Financial Officer in accordance with Section 906 of the Sarbanes-Oxley Act of 2002.

*99.1

  Glossary of Terms.

XBRL Instance Document.

** 101.INS
** 101.SCH XBRL Taxonomy Extension Schema Document.
** 101.CAL   XBRL Taxonomy Extension Calculation Linkbase Document.
** 101.LAB   XBRL Taxonomy Extension Label Linkbase Document.
** 101.PRE   XBRL Taxonomy Extension Presentation Linkbase Document.
** 101.DEF   XBRL Taxonomy Extension Definition Linkbase Document.

* Filed herewith.
** Furnished and not filed herewith.
+ Management compensation plan or arrangement.

151

 
 
 
   
 
   
 
   
 
 
 
 
 
 
 
 
 
 
   
 
 
 
   
 
   
 
   
 
   
SELECTIVE INSURANCE GROUP, INC.
SUBSIDIARIES AS OF DECEMBER 31, 2016 

Name

Jurisdiction
in which
organized

Parent

Mesa Underwriters Specialty Insurance Company

New Jersey

Selective Insurance Group, Inc.

Selective Auto Insurance Company of New Jersey

New Jersey

Selective Insurance Group, Inc.

Selective Casualty Insurance Company

New Jersey

Selective Insurance Group, Inc.

Selective Fire and Casualty Insurance Company

New Jersey

Selective Insurance Group, Inc.

Selective Insurance Company of America

New Jersey

Selective Insurance Group, Inc.

Selective Insurance Company of New England

New Jersey

Selective Insurance Group, Inc.

Selective Insurance Company of New York

New York

Selective Insurance Group, Inc.

Selective Insurance Company of South Carolina

Indiana

Selective Insurance Group, Inc.

Selective Insurance Company of the Southeast

Indiana

Selective Insurance Group, Inc.

Selective Way Insurance Company

New Jersey

Selective Insurance Group, Inc.

SRM Insurance Brokerage, LLC.

New Jersey

Selective Way Insurance Company

Wantage Avenue Holding Company, Inc.

New Jersey

Selective Insurance Group, Inc.

Selective Insurance Company of the Southeast

Exhibit 21

Percentage
voting
securities
owned

100%

100%

100%

100%

100%

100%

100%

100%

100%

100%

75%

25%

100%

152 
 Exhibit 23.1

Consent of Independent Registered Public Accounting Firm

The Board of Directors
Selective Insurance Group, Inc.:

We  consent  to  the  incorporation  by  reference  in  the  registration  statements 
333-168765,  333-125451, 
333-14620, 333-147383, 333-41674, 333-10465, 333-88806, 333-97799, 333-37501, 333-87832, and 333-31942) on Form S-8 
and registration statements (Nos. 333-204846, 333-136578, 333-136024, 333-110576, 333-101489, and 333-71953) on Form S-3 
of Selective Insurance Group, Inc. (“Selective”) of our reports dated February 21, 2017, with respect to the consolidated balance 
sheets of Selective and its subsidiaries as of December 31, 2016 and 2015, and the related consolidated statements of income, 
comprehensive income, stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 
2016,  and  all  related  financial  statement  schedules,  and  the  effectiveness  of  internal  control  over  financial  reporting  as  of 
of Selective Insurance Group, 
December 31, 2016, which reports appear in the December 31, 2016 annual report on Form 
Inc.

/s/ KPMG LLP
New York, New York
February 21, 2017 

153Exhibit 31.1

Certification pursuant to Rule 13a–14(a), as adopted pursuant to
Section 302 of the Sarbanes-Oxley Act of 2002 

I, GREGORY E. MURPHY, Chairman of the Board and Chief Executive Officer of Selective Insurance Group, Inc. (the 

“Company”), certify, that:

1. I have reviewed this annual report on Form 10-K of the Company;

2. Based on my knowledge, this annual report on Form 10-K does not contain any untrue statement of a material fact or omit to 
state a material fact necessary to make the statements made, in light of the circumstances under which such statements were 
made, not misleading with respect to the period covered by this report;

3. Based on my knowledge, the financial statements, and other financial information included in this annual report on Form 10-
K, fairly present in all material respects the financial condition, results of operations, comprehensive income and cash flows of 
the registrant as of, and for, the periods presented in this report;

4. The registrant's other certifying officer and I are responsible for establishing and maintaining disclosure controls and 
procedures (as defined in Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined 
in Exchange Act Rules 13a-15(f) and 15d-15(f)) for the registrant and have:

(a) Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed
under our supervision, to ensure that material information relating to the registrant, including its consolidated
subsidiaries, is made known to us by others within those entities, particularly during the period in which this report
is being prepared;

(b) Designed such internal control over financial reporting, or caused such internal control over financial reporting to
be designed under our supervision, to provide reasonable assurance regarding the reliability of financial reporting
and the preparation of financial statements for external purposes in accordance with generally accepted accounting
principles;

(c) Evaluated the effectiveness of the registrant’s disclosure controls and procedures and presented in this report our

conclusions about the effectiveness of the disclosure controls and procedures, as of the end of the period covered by
this report based on such evaluation; and

(d) Disclosed in this report any change in the registrant's internal control over financial reporting that occurred during
the registrant's most recent fiscal quarter (the registrant's fourth fiscal quarter in the case of an annual report) that
has materially affected, or is reasonably likely to materially affect, the registrant's internal control over financial
reporting; and

5. The registrant's other certifying officer and I have disclosed, based on our most recent evaluation of internal control over 
financial reporting, to the registrant's auditors and the audit committee of the registrant's board of directors (or persons 
performing the equivalent functions):

(a) All significant deficiencies and material weaknesses in the design or operation of internal control over financial

reporting which are reasonably likely to adversely affect the registrant's ability to record, process, summarize and
report financial information; and

(b) Any fraud, whether or not material, that involves management or other employees who have a significant role in

the registrant's internal control over financial reporting.

Date: February 21, 2017

By: /s/ Gregory E. Murphy
Gregory E. Murphy
Chairman of the Board and Chief Executive Officer

154 
Exhibit 31.2

Certification pursuant to Rule 13a-14(a), as adopted pursuant to
Section 302 of the Sarbanes-Oxley Act of 2002 

I, MARK A. WILCOX, Executive Vice President and Chief Financial Officer of Selective Insurance Group, Inc. (the 

“Company”), certify, that:

1. I have reviewed this annual report on Form 10-K of the Company;

2. Based on my knowledge, this annual report on Form 10-K does not contain any untrue statement of a material fact or omit to 
state a material fact necessary to make the statements made, in light of the circumstances under which such statements were 
made, not misleading with respect to the period covered by this report;

3. Based on my knowledge, the financial statements, and other financial information included in this annual report on Form 10-
K, fairly present in all material respects the financial condition, results of operations, comprehensive income and cash flows of 
the registrant as of, and for, the periods presented in this report;

4. The registrant's other certifying officer and I are responsible for establishing and maintaining disclosure controls and 
procedures (as defined in Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined 
in Exchange Act Rules 13a-15(f) and 15d-15(f)) for the registrant and have:

(a) Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed
under our supervision, to ensure that material information relating to the registrant, including its consolidated
subsidiaries, is made known to us by others within those entities, particularly during the period in which this report
is being prepared;

(b) Designed such internal control over financial reporting, or caused such internal control over financial reporting to
be designed under our supervision, to provide reasonable assurance regarding the reliability of financial reporting
and the preparation of financial statements for external purposes in accordance with generally accepted accounting
principles;

(c) Evaluated the effectiveness of the registrant’s disclosure controls and procedures and presented in this report our

conclusions about the effectiveness of the disclosure controls and procedures, as of the end of the period covered by
this report based on such evaluation; and

(d) Disclosed in this report any change in the registrant's internal control over financial reporting that occurred during
the registrant's most recent fiscal quarter (the registrant's fourth fiscal quarter in the case of an annual report) that
has materially affected, or is reasonably likely to materially affect, the registrant's internal control over financial
reporting; and

5. The registrant's other certifying officer and I have disclosed, based on our most recent evaluation of internal control over 
financial reporting, to the registrant's auditors and the audit committee of the registrant's board of directors (or persons 
performing the equivalent functions):

(a) All significant deficiencies and material weaknesses in the design or operation of internal control over financial

reporting which are reasonably likely to adversely affect the registrant's ability to record, process, summarize and
report financial information; and

(b) Any fraud, whether or not material, that involves management or other employees who have a significant role in the

registrant's internal control over financial reporting.

Date: February 21, 2017

By: /s/ Mark A. Wilcox
Mark A. Wilcox
Executive Vice President and Chief Financial Officer

155  
  
 
 
 
 
 
 
 
Certification pursuant to 18 U.S.C. Section 1350, as adopted pursuant to 
Section 906 of the Sarbanes-Oxley Act of 2002  

Exhibit 32.1

I, GREGORY E. MURPHY, the Chairman of the Board and Chief Executive Officer of Selective Insurance Group, Inc. 
(the “Company”), hereby certify, pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley 
Act of 2002, that the annual report on Form 10-K of the Company for the period ended December 31, 2016, which this 
certification accompanies, fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 
1934, and the information contained in the Form 10-K fairly presents, in all material respects, the financial condition and results 
of operations of the Company.

Date: February 21, 2017

By: /s/ Gregory E. Murphy
Gregory E. Murphy
Chairman of the Board and Chief Executive Officer

156 
 
 
Certification pursuant to 18 U.S.C. Section 1350, as adopted pursuant to 
Section 906 of the Sarbanes-Oxley Act of 2002  

Exhibit 32.2

I, MARK A. WILCOX, the Executive Vice President and Chief Financial Officer of Selective Insurance Group, Inc. (the 
“Company”), hereby certify, pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act 
of 2002, that the annual report on Form 10-K of the Company for the period ended December 31, 2016, which this certification 
accompanies, fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934, and the 
information contained in the Form 10-K fairly presents, in all material respects, the financial condition and results of operations 
of the Company.

Date: February 21, 2017

By: /s/ Mark A. Wilcox
Mark A. Wilcox
Executive Vice President and Chief Financial Officer

157 
 
 
 
 
Glossary of Terms
Accident Year: accident year reporting focuses on the cost of the losses that 
occurred in a given year regardless of when reported. These losses are calculated 
by adding all payments that have been made for those losses occurring in a 
given calendar year (regardless of the year in which they were paid) to any 
current reserve that remains for losses that occurred in that given calendar year. 

Agent  (Independent  Retail  Insurance Agent):  a  distribution  partner  who 
recommends  and  markets  insurance  to  individuals  and  businesses;  usually 
represents several insurance companies. Insurance companies pay agents for 
business production.

Allocated  loss  adjustment  expenses:  defense,  litigation,  and  medical  cost 
containment expense, whether internal or external, that can be attributed to a 
specific claim.

Audit Premium: premiums based on data from an insured’s records, such as 
payroll  data.  Insured’s  records  are  subject  to  periodic  audit  for  purposes  of 
verifying premium amounts.

Catastrophe Loss: severe loss, as defined by the Insurance Services Office's 
Property  Claims  Service  (PCS)  unit,  either  natural  or  man-made,  usually 
involving,  but  not  limited  to,  many  risks  from  one  occurrence  such  as  fire, 
hurricane,  tornado,  earthquake,  windstorm,  explosion,  hail,  severe  winter 
weather, and terrorism.

Combined  Ratio:  measure  of  underwriting  profitability  determined  by 
dividing the sum of all GAAP expenses (losses, loss expenses, underwriting 
expenses, and dividends to policyholders) by GAAP net premiums earned for 
the period.  A ratio over 100% is indicative of an underwriting loss, and a ratio 
below 100% is indicative of an underwriting profit.

Contract Binding Authority: business that is written in accordance with a 
well-defined underwriting strategy that clearly delineates risk eligibility, rates, 
and coverages; generally distributed through wholesale general agents.

Credit Risk: risk that a financially-obligated party will default on any type of 
debt by failing to make payment obligations. Examples include: (i) a bond issuer 
does not make a payment on a coupon or principal payment when due; or (ii) 
a reinsurer does not pay policy obligations.

Credit  Spread  Risk:  represent  the  risk  premium  required  by  market 
participants for a given credit quality and debt issuer. Spread is the difference 
between the yield on a particular debt instrument and the yield of a similar 
maturity U.S. Treasury debt security. Changes in credit spreads may arise from 
changes in economic conditions and perceived risk of default or downgrade of 
individual debt issuers.

Customers:  another  term  for  policyholders;  individuals  or  entities  that 
purchase our insurance products or services.

Exhibit 99.1
Liquidity  Spread:  represents  the  risk  premium  that  flows  to  a  market 
participant  willing  to  provide  liquidity  to  another  market  participant  that  is 
demanding it. The spread is the difference between the price a seller is willing 
to accept to sell the asset and the price the buyer is willing to pay for the asset.

Loss Expenses: expenses incurred in the process of evaluating, defending, and 
paying claims.

Loss and Loss Expense Reserves: amount of money an insurer expects to pay 
for  claim  obligations  and  related  expenses  resulting  from  losses  that  have 
occurred and are covered by insurance policies it has sold.

Operating Income: non-GAAP measure that is comparable to net income with 
the  exclusion  of  capital  gains  and  losses  and  the  results  of  discontinued 
operations.  Operating income is used as an important financial measure by us, 
analysts, and investors, because the realization of investment gains and losses 
on  sales  in  any  given  period  is  largely  discretionary  as  to  timing.  Realized 
investment  gains  and  losses,  and  other-than-temporary  impairment  charges 
included in earnings, and the results of discontinued operations, could distort 
the analysis of trends.

Operating Income per Diluted Share: non-GAAP measure that is comparable 
to net income per diluted share with the exclusion of capital gains and losses 
and the results of discontinued operations.

Operating  Return  on Average  Equity:  measurement  of  profitability  that 
reveals the amount of operating income generated by dividing operating income 
by average stockholders’ equity during the period.

Reinsurance: insurance company assuming all or part of a risk undertaken by 
another  insurance  company.  Reinsurance  spreads  the  risk  among  insurance 
companies to reduce the impact of losses on individual companies. Types of 
reinsurance include proportional, excess of loss, treaty, and facultative.

Premiums Written: premiums for all policies sold during a specific accounting 
period.

Renewal Pure Price: estimated average premium change on renewal policies 
(excludes exposure changes).

Reported  claim  count:  amount  of  reported  claims,  including  those  closed 
without payment.

Retention: measures how well an insurance company retains business by count; 
is expressed as a ratio of renewed over expired policies.

Risk: two distinct and frequently used meanings in insurance: (i) the chance 
that a claim loss will occur; or (ii) an insured or the property covered by a policy.

Severity: amount of damage that is, or  may be, inflicted by a loss or catastrophe. 

Diluted  Weighted  Average  Shares  Outstanding:  represents  weighted-
average common shares outstanding adjusted for the impact of any dilutive 
common stock equivalents.

Statutory Accounting Principles (SAP): accounting practices prescribed and 
required by the National Association of Insurance Commissioners (“NAIC”) 
and state insurance departments that stress evaluation of a company’s solvency. 

Distribution Partners: insurance consultants that we partner with in selling 
our insurance products and services. Independent retail insurance agents are 
our distribution partners for standard market business and wholesale general 
agents are our distribution partners for E&S market business.

Earned Premiums: portion of a premium that is recognized as income based 
on the expired portion of the policy period.

Statutory Combined Ratio: measurement commonly used within the property 
and  casualty  insurance  industry  to  measure  underwriting  profit  or  loss; 
combination of underwriting expense ratio, loss and loss expense ratio, and 
dividends to policyholders ratio. The loss and loss expense ratio and dividends 
to  policyholders  ratio  are  calculated  by  dividing  expenses  by  statutory  net 
premiums  earned. The  underwriting  expense  ratio  is  calculated  by  dividing 
underwriting expenses by net premiums written.

Effective Duration: expressed in years, provides an approximate measure of 
the  portfolio's  price  sensitivity  to  a  change  in  interest  rates,  taking  into 
consideration how the change in interest rates may impact the timing of expected 
cash flows.

Frequency:  likelihood  that  a  loss  will  occur.  Expressed  as  low  frequency 
(meaning the loss event is possible but has rarely happened in the past and is 
not likely to occur in the future), moderate frequency (meaning the loss event 
has happened once in a while and can be expected to occur sometime in the 
future), or high frequency (meaning the loss event happens regularly and can 
be expected to occur regularly in the future). 

Generally Accepted Accounting Principles (GAAP): accounting practices 
used in the United States of America determined by the Financial Accounting 
Standards  Board.  Public  companies  use  GAAP  when  preparing  financial 
statements  to  be  filed  with  the  United  States  Securities  and  Exchange 
Commission.

Incurred But Not Reported (IBNR) Reserves: reserves for estimated losses 
that have been incurred by insureds but not yet reported plus provisions for 
future emergence on known claims and reopened claims.

Interest Rate Risk: exposure to interest rate risk relates primarily to market 
price and cash flow variability associated with changes in interest rates. A rise 
in  interest  rates  may  decrease  the  fair  value  of  our  existing  fixed  maturity 
investments and declines in interest rates may result in an increase in the fair 
value of our existing fixed maturity investments.

Invested  Assets  per  Dollar  of  Stockholders'  Equity  Ratio:  measure  of 
investment  leverage  calculated  by  dividing  invested  assets  by  stockholders' 
equity.

Statutory Premiums to Surplus Ratio: statutory measure of solvency risk 
calculated by dividing net statutory premiums written for the year by the ending 
statutory surplus.

Statutory Surplus: amount left after an insurance company’s liabilities are 
subtracted from its assets. Statutory surplus is not based on GAAP, but SAP 
prescribed or permitted by state and foreign insurance regulators.

Unallocated loss adjustment expenses: loss adjustment expenses other than 
allocated loss adjustment expenses.

Underwriting:  insurer’s  process  of  reviewing  applications  submitted  for 
insurance coverage, deciding whether to provide all or part of the coverage 
requested, and determining applicable premiums and terms and conditions of 
coverage.

Underwriting  Result:  underwriting  income  or  loss;  represents  premiums 
earned  less  insurance  losses  and  loss  expenses,  underwriting  expenses,  and 
dividends to policyholders (determined on a GAAP or SAP basis). Also referred 
to as the GAAP underwriting result or the statutory underwriting result. This 
measure  of  performance  is  used  by  management  and  analysts  to  evaluate 
profitability of underwriting operations and is not intended to replace GAAP 
net income.

Unearned Premiums: portion of a premium that a company has written but 
has yet to earn because a portion of the policy is unexpired.

Wholesale General Agent: distribution partner authorized to underwrite on 
behalf  of  a  surplus  lines  insurer  through  binding  authority  agreements. 
Insurance companies pay wholesale general agents for business production.

158DIRECTORS

Paul D. Bauer 1998
Lead Independent Director, Selective Insurance Group, Inc.
Retired, former Executive Vice President and 
Chief Financial Officer, Tops Markets, Inc.

A. David Brown 1996 to April 2015 and since July 2015
Retired, former Executive Vice President and 
Chief Administrative Officer, Urban Brands, Inc.

John C. Burville, Ph.D, FIA, MAAA 2006
Retired, former Insurance Consultant 
to the Bermuda Government

Robert Kelly Doherty 2015
Managing Partner, Caymen Advisors  
and Caymen Partners

Michael J. Morrissey, CFA 2008
President and Chief Executive Officer,  
International Insurance Society, Inc.

Gregory E. Murphy 1997
Chairman and Chief Executive Officer, 
Selective Insurance Group, Inc.

Cynthia (Cie) S. Nicholson 2009
Chief Operating Officer, Forkcast

Ronald L. O’Kelley 2005

Chairman and Chief Executive Officer, 
Atlantic Coast Venture Investments Inc.

William M. Rue 1977
Chairman, Chas. E. Rue & Son, Inc., 
t/a Rue Insurance

John S. Scheid, CPA 2014
Owner, Scheid Investment Group, LLC 
Former Senior Partner, PricewaterhouseCoopers LLC

J. Brian Thebault 1996
Partner, Thebault Associates

Philip H. Urban 2014
Retired, former President and 
Chief Executive Officer, Grange Insurance

The first Board of 
Directors in 1926.

Selective 2016 Annual Report 

OFFICERS

Chairman and  
Chief Executive Officer

Gregory E. Murphy 1,2

President and  
Chief Operating Officer

John J. Marchioni 1,2

Executive  
Vice Presidents

Angelique M. Carbo 2
Chief Human Resources Officer

Gordon J. Gaudet 2
Chief Information Officer

Michael H. Lanza 1,2
General Counsel and  
Chief Compliance Officer

George A. Neale 2
Chief Claims Officer

Mark A. Wilcox 1,2
Chief Financial Officer

Ronald J. Zaleski, Sr. 1,2
Chief Actuary

1 Selective Insurance Group, Inc.

2 Selective Insurance Company of America

Senior Vice Presidents

Charles C. Adams 2
Regional Manager 
Mid-Atlantic Region

Shadi Albert 2
Regional Manager 
Southwest Region

Allen H. Anderson 2
Chief Underwriting Officer 
Personal Lines/Flood

Jeffrey F. Beck 2
Government and Regulatory Affairs

John P. Bresney 2
Enterprise Application  
Delivery Services

Teresa M. Caro 2
Regional Manager 
New Jersey Region

Sarita G. Chakravarthi 1,2
Tax and Assistant Treasurer

Thomas M. Clark 2
Claims General Counsel

Joseph O. Eppers 1,2
Chief Investment Officer 

Brenda M. Hall 2
Chief Strategic Operations Officer

Anthony D. Harnett 1,2
Chief Accounting Officer

Todd Hoivik 2
Commercial Lines Pricing  
and Research

Martin Hollander 1,2
Chief Audit Executive

Kory Jensen 2
IT Infrastructure and Operations

Jeffrey F. Kamrowski 2
Chief Underwriting Officer 
Commercial Lines 

Robert J. McKenna, Jr. 2
Enterprise Architecture and  
Information Security

James McLain 2
Chief Field Operations Officer

Ryan Miller 2
Regional Manager  
Southern Region

Yanina Montau-Hupka 1,2
Chief Risk Officer

Rohit Mull 2
Chief Marketing Officer 

Charles A. Musilli, III 2
Distribution Strategy 

Richard R. Nenaber 2
MUSIC

Rohan Pai 1,2
Investor Relations and Treasurer  

Thomas S. Purnell 2
Regional Manager 
Northeast Region

Erik A. Reidenbach 2
Regional Manager 
Heartland Region

Brian C. Sarisky 2
Commercial Lines Underwriting 

Vincent M. Senia 2
Director of Actuarial Reserving

90“So valuable is the human element that I will not 

let  this  Company  lose  the  human  touch  which 
has  been  largely  responsible  for  its  success.”

-D.L.B. Smith 
Founder

A horse and carriage accident in the early 1900’s led D.L.B. Smith to enter the insurance business and, in 1926, 
establish the Selected Risks Insurance Company in New Jersey. While much has changed over nine decades of growth, 
expansion and improvements, some things have remained the same, including the company’s commitment to servicing 
customers and independent insurance agents. The historical highlights below are some of the milestones that helped 
lay the foundation for Selective’s success today, our “high-tech, high-touch” business model, and unique field model.

1926
Selected issued its 
first policy — a 1925 
Hupmobile sedan — with 
an annual premium of 
$19.20.

1975
The company adds 
fidelity, contract surety, 
and commercial surety 
bonds to its array of 
products.

1995
Selective launched an 
improved and expanded 
field underwriting 
program to bring 
underwriting decision- 
making closer to 
customers.

2003
Selective advanced its 
underwriting technology by 
enhancing the Commercial 
Lines Automated System 
(CLAS®) and launching 
SelectPLUS® for  
Personal Lines.

1931
Coverages were 
expanded to include 
general liability, 
workers compensation, 
property, and municipal 
government insurance.

1977
Selective Insurance 
Group, Inc. (formerly 
named SRI Corporation) 
was incorporated.

1996
Selective began a 
Midwest expansion, 
adding nine new states 
over two years.

1937
The company began 
its growth as a regional 
insurer by adding PA, 
MD, DE, and DC to its 
operating territory.

1962
The IBM RAMAC 1401 
computer was installed, 
enabling the company 
to process 13 policies 
per minute.

1984
The company began 
issuing flood insurance 
on behalf of the federal 
government’s “Write 
Your Own” flood 
program.

2000
Selective formalized its 
“high-tech, high-touch” 
business model to 
emphasize its commitment 
to personalized customer 
service and technology.

1993
Operations were 
restructured into Strategic 
Business Units to focus 
on underwriting and 
product development 
for specific business 
segments.

2001
Selective opened a Service 
Center in Richmond, 
VA, which now handles 
underwriting, claims, and 
personal lines services.

2007
Selective continued its 
expansion by adding 
MA to its operating 
territory, followed by TN 
in 2008.

2011
Selective acquired two 
contract binding authority 
excess and surplus 
operations, now known 
as Mesa Underwriters 
Specialty Insurance 
Company (MUSIC).

2016
As Selective celebrated its 
90th year in business, the 
company achieved record 
underwriting profitability 
and announced plans for a 
Southwest expansion.

For the full story of our history, please visit www.Selective.com.

INVESTOR INFORMATION

Annual Meeting

Wednesday, April 26, 2017 
Selective Insurance Group, Inc.
40 Wantage Avenue
Branchville, New Jersey 07890

Investor Relations

Rohan Pai
Senior Vice President
Investor Relations and Treasurer
(973) 948.1364
investor.relations@Selective.com

Dividend Reinvestment Plan 

Selective Insurance Group, Inc. makes available  
to holders of its common stock an automatic  
dividend reinvestment and stock purchase plan.

For information contact:
Wells Fargo Shareowner Services
P.O. Box 64854
St. Paul, Minnesota 55164  
(866) 877.6351

Registrar and Transfer Agent 

Wells Fargo Shareowner Services
P.O. Box 64854
St. Paul, Minnesota 55164
(866) 877.6351

Auditors

KPMG LLP
345 Park Avenue
New York, New York 10154

Internal Audit Department 

Martin Hollander
Chief Audit Executive
internal.audit@Selective.com

Executive Office

40 Wantage Avenue
Branchville, New Jersey 07890 
(973) 948.3000

Shareholder Relations 

Robyn P. Turner
Corporate Secretary
(973) 948.1766 
shareholder.relations@Selective.com

Common Stock Information 

Selective Insurance Group, Inc.’s common  
stock trades on the NASDAQ Global Select  
Market under the symbol: SIGI.

Form 10-K

Selective’s Form 10-K, as filed with the  
U.S. Securities and Exchange Commission,  
is provided as part of this 2016 Annual Report.

Website

Visit us at www.Selective.com
for information about Selective,  
including our latest financial news.

 
Selective Insurance Group, Inc.
40 Wantage Avenue 
Branchville, New Jersey 07890 

www.Selective.com

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ANNUAL  
REPORT  
2016

90 years of personalized service and “Being the Best” 

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