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UNITED STATES
United States
Securities and Exchange CommissionSECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
(Mark One)
ýAnnual report pursuant to sectionANNUAL REPORT PURSUANT TO SECTION 13 orOR 15(d) of the Securities Exchange Act ofOF THE SECURITIES EXCHANGE ACT OF 1934 [Fee Required]
forFor the fiscal year ended December 31, 2017,2020,
or
¨Transition report pursuant to sectionTRANSITION REPORT PURSUANT TO SECTION 13 orOR 15(d) of the Securities Exchange Act ofOF THE SECURITIES EXCHANGE ACT OF 1934 [No Fee Required]
forFor the transition period fromto.
Commission file number: 001-16533
ProAssurance Corporation
(Exact name of registrant as specified in its charter)
Delaware63-1261433
(State or other jurisdiction of
incorporation or organization)
(I.R.S. Employer Identification No.)
Delaware63-1261433
(State of
incorporation or organization)
(I.R.S. Employer
Identification No.)
100 Brookwood Place,
Birmingham, AL
Birmingham,AL35209
(Address of principal executive offices)(Zip Code)
(205)877-4400
(Registrant’s telephone number,
including area code)
(205) 877-4400
(Registrant’s Telephone Number, Including Area Code)
Securities registered pursuant to Section 12(b) of the Act:
Title of Each Classeach classTrading Symbol(s)Name of Each Exchange On Which Registeredeach exchange on which registered
Common Stock, par value $0.01 per sharePRANew 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  ý    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  ý
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  ý    No  ¨
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).    Yes  ý    No  ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§229.405) 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, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer” andfiler,” “smaller reporting company”company,” and "emerging growth company" in Rule 12b-2 of the Exchange Act. (Check one):
Large accelerated filerýAccelerated filer¨
Non-accelerated filer
¨ (Do not check if a smaller reporting company)
Smaller reporting company¨
Emerging growth company
¨


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If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section13(a) of the Exchange Act.
Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report. Yes      No  
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).    Yes  ¨    No  ý
The aggregate market value of voting stock held by non-affiliates of the registrant at June 30, 20172020 was $3,178,564,902.$770,102,748.
As of February 16, 2018,19, 2021, the registrant had outstanding approximately 53,457,02153,893,267 shares of its common stock.


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Documents incorporated by reference in this Form 10-K
(i)
The definitive proxy statement for the 2018 Annual Meeting of the Stockholders of ProAssurance Corporation (File No. 001-16533) is incorporated by reference into Part III of this report.

(i)The definitive proxy statement for the 2021 Annual Meeting of the Stockholders of ProAssurance Corporation (File No. 001-16533) is incorporated by reference into Part III of this report.


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Glossary of Terms and Acronyms


When the following terms and acronyms appear in the text of this report, they have the meanings indicated below.
TermMeaning
AADAnnual aggregate deductible
TermALAEMeaning
ACAThe Affordable Care Act
ALAEAllocated loss adjustment expense
AOCIAccumulated other comprehensive income (loss)
BEATASUAccounting Standards Update
BEATBase erosion anti-abuse tax
BoardBoard of Directors of ProAssurance Corporation
BOLIBusiness owned life insurance
CIMACARES ActCoronavirus Aid, Relief and Economic Security Act
CIMACayman Islands Monetary Authority
Council of Lloyd'sThe governing body for Lloyd's of London
COSOCODMChief Operating Decision Maker
COSOCommittee of Sponsoring Organizations of the Treadway Commission
CommutationAn agreement between a ceding insurer and the reinsurer that provides for the valuation, payment, and complete discharge of all obligations between the parties under a particular reinsurance contract
DDRCOVID-19Coronavirus Disease 2019
DDRDeath, disability and retirement
Dodd-Frank ActThe Dodd-Frank Wall Street Reform and Consumer Protection Act
DPACDeferred policy acquisition costs
Eastern ReEastern Re, LTD, S.P.C.
EBUBEarned but unbilled premium
ERMECO/XPLExtra-contractual obligations/excess of policy limit claims
EEAEuropean Economic Area
ERMEnterprise Risk Management
FALE&OErrors and Omissions
FALFunds at Lloyd's
FASBFinancial Accounting Standards Board
FHLBFederal Home Loan Bank
FHLMCFederal Home Loan Mortgage Corporation
FIOFederal Insurance Office
FNMAFederal National Mortgage Association
GAAPGenerally accepted accounting principles in the United States of America
GNMAGDPRGeneral Data Protection Regulation
GILTIGlobal intangible low-taxed income
GNMAGovernment National Mortgage Association
HCPLHealthcare professional liability
IBNRIncurred but not reported
IRSInova ReInova Re, LTD, S.P.C.
IRSInternal Revenue Service
LAELoss adjustment expense
LIBORLondon Interbank Offered Rate
LLCLimited liability company
Lloyd'sLloyd's of London market
LPLimited partnership
LPLimited partnership

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TermMeaning
Medical technology liabilityTechnology LiabilityMedical technology and life sciences products liability
Model Holding Co. LawModel Insurance and Holding Company System Regulatory Act and Regulation
NAICMortgage LoansTwo ten-year mortgage loans collectively with an original borrowing amount of approximately $40 million, each entered into by a subsidiary of ProAssurance
NAICNational Association of Insurance Commissioners
NAVNet asset value
NFIPNational Flood Insurance Program
NOLNet operating loss
NRSRONORCALNORCAL Group
NORCAL MutualNORCAL Mutual Insurance Company
NRSRONationally recognized statistical rating organization
NYDFSNew York Department of Financial Services
NYSENew York Stock Exchange


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OCI
TermMeaning
OCIOther comprehensive income (loss)
ORSARisk Management and Own Risk and Solvency Assessment Model Act
OTTIPCAOBOther-than-temporary impairment
PCAOBPublic Company Accounting Oversight Board
ProAssurance PlanPDRNon-qualified deferred compensation planPremium deficiency reserve
PICAProAssurance Insurance Company of America
PREP ActThe Public Readiness and Emergency Preparedness Act
ProAssurance PlanExecutive non-qualified excess plan
ProAssurance Savings PlanDefined contributionProAssurance group savings and retirement plan
Revolving Credit AgreementProAssurance's $250 million revolving credit agreement
ROEReturn on equity
SABROUStaff Accounting Bulletin, which reflects the SEC staff's views regarding accounting-related disclosure practicesRight-of-use
SAP
SAPStatutory accounting principles
SECSecurities and Exchange Commission
SPASpecial Purpose Arrangement
SPCSegregated portfolio cell
Specialty P&CSpecialty Property and Casualty
Syndicate 1729Lloyd's of London Syndicate 1729
Syndicate 6131Lloyd's of London Syndicate 6131, a Special Purpose Arrangement with Lloyd's of London Syndicate 1729
Syndicate Credit AgreementUnconditional revolving credit agreement with the Premium Trust Fund of Syndicate 1729
TCJATax Cuts and Jobs Act H.R.1 of 2017
TRIAFederal Terrorism Risk Insurance Act
U.K.United Kingdom of Great Britain and Northern Ireland
ULAEUnallocated loss adjustment expense
VIEVariable interest entity





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General Information
Throughout this report, references to ProAssurance, “we,” “us,” “our” or "the Company""ProAssurance," "PRA," "Company," "we," "us" and "our" refer to ProAssurance Corporation and its consolidated subsidiaries. Because ProAssurance is an insurance holding company and certain terms and phrases common to the insurance industry are used in this report that carry special and specific meanings, we encourage you to read the Glossary of Selected Insurance and Related Financial Terms posted on our website on the Investor Relations page (investor.proassurance.com) under Other Information (www.proassurance.com/glossary).Information. In addition, throughout this discussion we use certain terms and abbreviations, which can be found in the Glossary of Terms and Acronyms provided at the beginning of this report.
Caution Regarding Forward-Looking Statements
Any statements in this Form 10-K that are not historical facts are specifically identified as forward-looking statements. These statements are based upon our estimates and anticipation of future events and are subject to significant risks, assumptions and uncertainties that could cause actual results to vary materially from the expected results described in the forward-looking statements. Forward-looking statements are identified by words such as, but not limited to, "anticipate," "believe," "estimate," "expect," "hope," "hopeful," "intend," "likely," "may," "optimistic," "possible," "potential," "preliminary," "project," "should," "will" and other analogous expressions. There are numerous factors that could cause our actual results to differ materially from those in the forward-looking statements. Thus, sentences and phrases that we use to convey our view of future events and trends are expressly designated as forward-looking statements as are sections of this Form 10-K that are identified as giving our outlook on future business.
Forward-looking statements relating to our business include among other things: statements concerning future liquidity and capital requirements, investment valuation and performance, return on equity, financial ratios, net income, premiums, losses and loss reserve, premium rates and retention of current business, competition and market conditions, the expansion of product lines, the development or acquisition of business in new geographical areas, the pricing or availability of acceptable reinsurance, actions by regulators and rating agencies, court actions, legislative actions, payment or performance of obligations under indebtedness, payment of dividends and other matters.
These forward-looking statements are subject to significant risks, assumptions and uncertainties, including, among other things, the following factors that could affect the actual outcome of future events:
Ÿchanges in general economic conditions, including the impact of inflation or deflation and unemployment;
Ÿour ability to maintain our dividend payments;
Ÿregulatory, legislative and judicial actions or decisions that could affect our business plans or operations;operations, including changes in interpretations of certain coverages as a result of COVID-19;
Ÿthe enactment or repeal of tort reforms;
Ÿformation or dissolution of state-sponsored insurance entities providing coverages now offered by ProAssurance which could remove or add sizable numbers of insureds from or to the private insurance market;
Ÿchanges in the interest and tax rate environment;environment, including the actions taken by the federal government and Federal Reserve in response to COVID-19;
Ÿresolution of uncertain tax matters and changes in tax laws, including the impact of the TCJA;CARES Act;
Ÿchanges in U.S. laws or government regulations regarding financial markets or market activity that may affect the U.S. economy and our business;
Ÿchanges in the ability, or perception thereof, of the U.S. government to meet its obligations that may affect the U.S. economy and our business;
Ÿperformance of financial markets affecting the fair value of our investments or making it difficult to determine the value of our investments;
Ÿchanges in requirements or accounting policies and practices that may be adopted by our regulatory agencies, the FASB, the SEC, the PCAOB or the NYSE that may affect our business;
Ÿchanges in laws or government regulations affecting the financial services industry, the property and casualty insurance industry or particular insurance lines underwritten by our subsidiaries;subsidiaries or by Syndicates 1729 and 6131;
Ÿthe effect on our insureds, particularly the insurance needs of our insureds, and our loss costs, of changes in the healthcare delivery system and/or changes in the U.S. political climate that may affect healthcare policy or our business;
Ÿconsolidation of our insureds into or under larger entities which may be insured by competitors, or may not have a risk profile that meets our underwriting criteria or which may not use external providers for insuring or otherwise managing substantial portions of their liability risk;

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Ÿthe effect of cyclical insurance industry trends on our underwriting, including demand and pricing in the
insurance and reinsurance markets in which we operate;
uncertainties inherent in the estimate of our loss and loss adjustment expense reserve and reinsurance recoverable;
Ÿchanges in the availability, cost, quality or collectability of insurance/reinsurance;
Ÿthe results of litigation, including pre- or post-trial motions, trials and/or appeals we undertake;


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Ÿeffects on our claims costs from mass tort litigation that are different from that anticipated by us;
Ÿallegations of bad faith which may arise from our handling of any particular claim, including failure to settle;
Ÿloss or consolidation of independent agents, agencies, brokers or brokerage firms;
Ÿchanges in our organization, compensation and benefit plans;
Ÿchanges in the business or competitive environment may limit the effectiveness of our business strategy and impact our revenues;
Ÿour ability to retain and recruit senior management;management and other qualified personnel;
Ÿthe availability, integrity and security of our technology infrastructure or that of our third-party providers of technology infrastructure, including any susceptibility to cyber-attacks which might result in a loss of information or operating capability;
Ÿthe impact of a catastrophic event, including the recent COVID-19 pandemic, as it relates to both our business and insurance operations, investment results, Lloyd's Syndicates and our insured risks;
Ÿthe impact of the COVID-19 pandemic and related economic conditions on our premium volume, loss reserves, investment portfolio, asset valuations, business operations and workforce;
the impact of a catastrophic man-made event, such as acts of terrorism, and acts of war;war and civil and political unrest;
Ÿthe effects of terrorism-related insurance legislation and laws;
Ÿguaranty funds and other state assessments;
Ÿour ability to achieve continued growth through expansion into new markets or through acquisitions or business combinations;
Ÿfailure to complete our planned acquisition of NORCAL for any reason including but not limited to failure to obtain required regulatory approvals, or failure of any other condition set forth in the acquisition agreement, or our inability to fund the transaction; and if completed, our failure to successfully integrate NORCAL to achieve expected results or synergies after closing;
changes to the ratings assigned by rating agencies to our holding company or insurance subsidiaries, individually or as a group;
Ÿprovisions in our charter documents, Delaware law and state insurance laws may impede attempts to replace or remove management or may impede a takeover;
Ÿstate insurance restrictions may prohibit assets held by our insurance subsidiaries, including cash and investment securities, from being used for general corporate purposes;
Ÿtaxing authorities can take exception to our tax positions and cause us to incur significant amounts of legal and accounting costs and, if our defense is not successful, additional tax costs, including interest and penalties; and
Ÿexpected benefits from completed and proposed acquisitions may not be achieved or may be delayed longer than expected due to business disruption; loss of customers, employees or key agents; increased operating costs or inability to achieve cost savings;savings and synergies; and assumption of greater than expected liabilities, among other reasons.
Additional risks, assumptions and uncertainties that could arise from our membership in the Lloyd's of London market and our participation in Lloyd's Syndicates include, but are not limited to, the following:
Ÿmembers of Lloyd's are subject to levies by the Council of Lloyd's based on a percentage of the member's underwriting capacity, currently a maximum of 3%, but can be increased by Lloyd's;
ŸSyndicate operating results can be affected by decisions made by the Council of Lloyd's which the management of Syndicate 1729 and Syndicate 6131 have little ability to control, such as a decision to not approve the business plan of Syndicate 1729 or Syndicate 6131, or a decision to increase the capital required to continue operations, and by our obligation to pay levies to Lloyd's;
ŸLloyd's insurance and reinsurance relationships and distribution channels could be disrupted or Lloyd's trading licenses could be revoked, making it more difficult for a Lloyd's Syndicate to distribute and market its products;

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Ÿrating agencies could downgrade their ratings of Lloyd's as a whole; and
ŸSyndicate 1729 and Syndicate 6131 operations are dependent on a small, specialized management team, and the loss of their services could adversely affect the Syndicate’s business. The inability to identify, hire and retain other highly qualified personnel in the future could adversely affect the quality and profitability of Syndicate 1729’s or Syndicate 6131's business.
Our results may differ materially from those we expect and discuss in any forward-looking statements. The principal risk factors that may cause these differences are described in “Item"Item 1A, Risk Factors”Factors" in this report.report and other documents we file with the SEC, such as our current reports on Form 8-K and our quarterly reports on Form 10-Q.
We caution readers not to place undue reliance on any such forward-looking statements, which are based upon conditions existing only as of the date made, and advise readers that these factors could affect our financial performance and could cause actual results for future periods to differ materially from any opinions or statements expressed with respect to future periods in any current statements. Except as required by law or regulations, we do not undertake and specifically decline any obligation to publicly release the result of any revisions that may be made to any forward-looking statements to reflect events or circumstances after the date of such statements or to reflect the occurrence of anticipated or unanticipated events.



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PART I
ITEM 1. BUSINESS
Overview
ProAssurance Corporation is a holding company for property and casualty insurance companies. For the year ended December 31, 2017,2020, our net premiums written totaled $764$748 million, and at December 31, 20172020 we had Total Assetstotal assets of $4.9$4.7 billion and $1.6$1.3 billion of Shareholders' Equity.shareholders' equity.
Our Mission
We exist to Protect Others
Our Vision
We will be the best in the world at understanding and providing solutions for the risks our customers encounter as healers, innovators, employers and professionals. Through an integrated family of specialty companies, products and services, we will be a trusted partner enabling those we serve to focus on their vital work. As the employer of choice, we embrace every day as a singular opportunity to reach for extraordinary outcomes, build and deepen superior relationships, and accomplish our mission with infectious enthusiasm and unbending integrity.
Our wholly ownedValues
Integrity, Leadership, Relationships, Enthusiasm
ProAssurance is a U.S. based specialty property and casualty and workers' compensation insurance subsidiaries providecarrier. Our specialty property and casualty insurance products primarily include professional liability insurance for healthcare professionals and facilities, professional liability insurance for attorneys, liability insurance for medical technology and life sciences risks and workers' compensation insurance.risks. We are also the majorityprovide capital provider forto Syndicate 1729 which writes a range of property and casualty insurance and reinsurance lines. In addition, we are the sole (100%)a capital provider of a newly formedan SPA, Syndicate 6131, which began active operations in 2018 and focuses on contingency and specialty property business.
Our executive offices are located at 100 Brookwood Place, Birmingham, Alabama 35209 and our telephone number is (205) 877-4400. Our stock trades on the NYSE under the symbol “PRA.” Our website is www.proassurance.com, and we maintain a dedicated Investor Relations section on that website (investor.proassurance.com) to provide specialized resources for investors and others seeking to learn more about us.
As part of our disclosure through the Investor Relations section of our website, we publish our annual report on Form 10-K, our quarterly reports on Form 10-Q and our current reports on Form 8-K and all other public SEC filings as soon as reasonably practicalpracticable after filingthe report is electronically filed with, or furnished to, the SEC on its EDGAR system.SEC. These SEC filings can be found on our website at investor.proassurance.com/Docs. This section also includes information regarding stock trading by corporate insiders by providing access to SEC Forms 3, 4 and 5 when they are filed with the SEC. In addition to federal filings on our website, we make available other documents that provide important additional information about our financial condition and operations. Documents available on our website include the financial statements we file with state regulators (compiled under SAP as required by regulation), news releases that we issue, a listing of our investment holdings and certain investor presentations. The Governance section of our website provides copies of the charters for our governing committees and many of our governing policies. Printed copies of these documents may be obtained from Frank O’Neil, Senior Vice President, ProAssurance Corporation,our Investor Relations department, either by mail at P.O. Box 590009, Birmingham, Alabama 35259-0009, or by telephone at (205) 877-4400 or (800) 282-6242.
Our History
We were incorporated in Delaware in 2001 as the successor to Medical Assurance, Inc.Inc, in conjunction with its merger with Professionals Group, Inc. ProAssurance has a history of growth through acquisitions. Acquisitions completed inacquisitions; the most significant and recent five years include:
Medmarc Mutual Insurance Company and subsidiaries, acquired January 1, 2013, and
of which was the acquisition of Eastern Insurance Holdings, Inc., acquiredon January 1, 2014.
We provided On February 20, 2020, we entered into a definitive agreement to acquire NORCAL, an underwriter of medical professional liability insurance, subject to the majoritydemutualization of NORCAL Mutual, NORCAL's ultimate controlling party. Upon satisfaction of the capital forvarious remaining regulatory approvals required, we are anticipating to close the newly formed Syndicate 1729transaction in November 2013,the second quarter of 2021. If consummated, the transaction will provide strategic and Syndicate 1729 began active operations effective January 1, 2014. We provided 100%financial benefits including additional scale and geographic diversification in the physician professional liability market.


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Table of the capital for the newly formed SPA, Syndicate 6131, in December 2017, and Syndicate 6131 began active operations effective January 1, 2018.Contents
Our Strategy
Our main business objective isWe seek to generate an attractive total return for our shareholders.shareholders while focusing on our culture and people. The basic components of our strategy for achieving this objective are as follows:
Pursue profitable underwriting opportunities. We emphasize profitability, not market share, and strive to achieve a consistent level of underwriting profit over the various economic and insurance cycles. Key elements of our approach are adhering to disciplined underwriting principles, including prudent risk selection and appropriate pricing, as well as adjusting our business mix as necessary to effectively utilize capital and achieve long-term profit objectives.
Focus on culture and people. We strive to be the Employer of Choice by attracting, retaining and developing a diverse group of employees who embody our Mission, Vision and Values. We are committed to fostering an inclusive workplace in which variety of thought, creativity and innovation fuels employee engagement and ultimately increases shareholder return. See further discussion on our employees and culture within this section under the heading "Human Capital Resources."
Provide specialized healthcare-centric expertise to meet evolving demands in the healthcare marketplace. Through our focus on healthcare, we provide traditional liability insurance products to healthcare providers. We also leverage our reach, expertise and financial strength to provide innovative and customized products to meet the risk management needs of larger healthcare organizations or groups.


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Provide superior workers' compensation products and services. We provide unique workers' compensation products and services that focus on increasing an organization's productivity while reducing costs. We do this by providing innovative programs and solutions that address the specific needs of our customers and return injured workers to wellness.
wellness and the dignity of work.
Effectively manage capital. We carefully monitor use of our capital and consider various options for capital deployment, such as business expansion by our existing subsidiaries, opportunities that arise for mergers or acquisitions, share repurchases and payment of dividends.
Pursue profitable underwriting opportunities. We emphasize profitability, not market share. Key elements of our approach are prudent risk selection using established underwriting guidelines, appropriate pricing and adjusting our business mix as appropriate to effectively utilize capital and achieve market synergies.
Emphasize risk management. We seek to reduce risk at the corporate level by actively managing our enterprise risk and by maintaining strong internal controls. We also emphasize the importance of risk management to our insureds and offer them training in the use of risk reduction tools and techniques.
Manage claims effectively. Our experienced claims teams have industry and insurance expertise that, with our extensive local knowledge, allows us to resolve claims in an effective manner, considering the circumstances of each claim. When practical, we utilize formalized claims management processes and protocols as a means of reducing claim costs.
Provide superior customer service. Our mission statement, "We exist to Protect Others," goes hand-in-hand with our corporate brand promise, "Treated Fairly." Our employees demonstrate our core values of integrity, leadership, relationships and enthusiasm every day and are focused on meeting the needs of our customers.
Focus on operational excellence. Improve our competitive position by focusing on operational excellence and productivity gains by leveraging technology, streamline operations, workflow improvements and proactive expense management.
Effectively manage capital. We carefully monitor use of our capital and consider various options for capital deployment, such as business expansion by our existing subsidiaries, opportunities that arise for mergers or acquisitions, share repurchases and payment of dividends.
Manage claims effectively. Our experienced claims teams have industry and insurance expertise that, with our extensive local knowledge, allows us to resolve claims in an effective manner, considering the circumstances of each claim. When practicable, we utilize formalized claims management processes and protocols as a means of reducing claim costs.
Emphasize risk management. We actively manage our enterprise risk by maintaining strong internal controls. We also emphasize the importance of risk management to our insureds and offer them training in the use of risk reduction tools and techniques.
Maintain a conservative investment strategy. We believe that we follow a conservative investment strategy designed to emphasize the preservation of our capital and provide adequate liquidity for the prompt payment of claims. Our investment portfolio consists primarily of investment-grade, fixed-maturity securities of short-to medium-term duration.
Maintain financial stability. We are committed to maintaining claims paying ratings of "A" or better from major rating agencies.
financial strength and adequate capital.
Organization and Segment Information
We operate through multiple insurance organizations and report our operatingfinancial results in fourfive segments, as follows:
Specialty Property and Casualty Segment P&C- This segment includes our professional liability business and ourmedical technology liability business. Our professional liability insurance is primarily comprised of medical professional liability products offered to healthcare providers and institutions. We also offer, to a lesser extent, professional liability insurance to attorneys and their firms. Medical technology liability insurance is offered to medical technology and life sciences business.companies that manufacture or distribute products including entities conducting human clinical trials. We also offer custom alternative risk solutions including loss portfolio transfers, assumed reinsurance and captive cell programs for healthcare professional liability insureds. For our alternative market captive cell programs, we cede either all or a portion of the premium to certain SPCs in our Segregated Portfolio Cell Reinsurance segment.

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Workers' Compensation Segment Insurance- This segment includes our workers' compensation insurance business which we provide foris provided generally to employers groupswith 1,000 or fewer employees. Our workers' compensation products include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies, deductible policies and associations.
alternative market solutions. Alternative market solutions include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. Alternative market premiums are 100% ceded to either SPCs in our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer.
Lloyd's Syndicate Segment Segregated Portfolio Cell Reinsurance- This segment includes operatingthe results (underwriting profit or loss, plus investment results, net of U.S. federal income taxes) of SPCs at Inova Re and Eastern Re, our Cayman Islands SPC operations. Each SPC is owned, fully or in part, by an agency, group or association and the results of the SPCs are attributable to the participants of that cell. We participate to a varying degree in the results of selected SPCs and, for the SPCs in which we participate, our participation interest ranges from a low of 20% to a high of 85%. SPC results attributable to external cell participants are reflected as an SPC dividend expense (income) in our Segregated Portfolio Cell Reinsurance segment. The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the two from our Workers' Compensation Insurance and Specialty P&C segments.
Lloyd's Syndicates - This segment includes the results from our participation in Lloyd's Syndicates.
of London Syndicate 1729 and Syndicate 6131. The results of this segment are normally reported on a quarter lag, except when information is available that is material to the current period. Syndicate 6131 is an SPA that underwrites on a quota share basis with Syndicate 1729. Syndicate 1729 underwrites risks over a wide range of property and casualty insurance and reinsurance lines in both the U.S. and international markets while Syndicate 6131 focuses on contingency and specialty property business, also within the U.S. and international markets.
Corporate Segment - This segment includes our investment operations, other than those reported in our Segregated Portfolio Cell Reinsurance and Lloyd's Syndicates segments, interest expense and U.S. income taxes, all of which are managed at the corporate level with the exception of investment assets solely allocated to Lloyd's Syndicate operations.taxes. This segment also includes non-premium revenues generated outside of our insurance entities and corporate expenses.
Gross Premiums Written
Gross premiums written for the years ended December 31, 2017, 20162020, 2019 and 20152018 were comprised as follows:
Year Ended December 31
($ in thousands)202020192018
Specialty P&C (1)
$522,911 61 %$577,700 60 %$577,196 60 %
Workers' Compensation Insurance246,791 29 %278,442 29 %293,230 31 %
Segregated Portfolio Cell Reinsurance (2)
72,843 9 %87,140 %85,086 %
Lloyd's Syndicates (3)
84,718 10 %110,905 11 %88,746 %
Inter-segment revenues (2)(3)
(72,841)(9 %)(86,697)(9 %)(86,947)(9 %)
Total$854,422 100 %$967,490 100 %$957,311 100 %
 Year Ended December 31
($ in thousands)2017 2016 2015
Specialty P&C (1)
$549,323
63% $535,725
64% $526,296
65%
Workers' Compensation263,391
30% 247,940
30% 243,608
30%
Syndicate 1729 (2)
70,224
8% 65,157
8% 56,929
7%
Inter-segment revenues (2)
(8,062)(1%) (13,808)(2%) (14,615)(2%)
Total$874,876
100% $835,014
100% $812,218
100%
(1) Primarily comprised of one-yeartwelve month term policies, but includes premium related to policies with a two-yeartwenty-four month term of $8.3 million in 2020, $26.9 million in 2019 and $27.4 million in 2017, $21.9 million2018. The majority of renewed twenty-four month term policies were re-underwritten to twelve month term policies as we have ceased offering twenty-four month term policies beginning in 2016the second quarter of 2020.
(2) Premiums in our Segregated Portfolio Cell Reinsurance segment are predominately assumed from either our Workers' Compensation Insurance or Specialty P&C segments. We eliminate this inter-segment revenue.
(3) Our written premium includes our participation in Syndicates 1729 and $29.7 million6131, including casualty premium assumed in 2015.
(2)
Our written premium includes our 58% share of premiums written by Syndicate 1729, including casualty premium assumed by Syndicate 1729 from our Specialty P&C segment. We eliminate this inter-segment revenue.

2018 by Syndicate 1729 from our Specialty P&C segment through a previous quota share reinsurance agreement. We eliminate this inter-segment revenue. There was no premium assumed by Syndicate 1729 from our Specialty P&C segment during 2020 or 2019.

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We doAssets are not allocate assetsallocated to segments because investments, other than the investments that are solely allocated to the Segregated Portfolio Cell Reinsurance and Lloyd's Syndicates segments, and other assets are not managed at the segment level. Additional detailed information regarding premium by individual product type within each of our insurance segments is provided in Item 7, Management's Discussion and Analysis, in the Results of Operations section, under the headings "Premiums Written."
Our insurance exposures are primarily within the U.S. As a result of our participation in SyndicateLloyd's Syndicates 1729 and 6131, we had net written premium of $21.3$22.6 million in 2017, $12.22020, $32.8 million in 20162019 and $4.7$29.3 million in 20152018 associated with insurance exposures outside of the U.S. In addition, we had net written premium of $11.1 million and $8.8 million in 2020 and 2019, respectively, associated with international insurance exposures within our Specialty P&C segment.

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Specialty Property and Casualty Segment
Our Specialty P&C segment focuses on professional liability insurance and medical technology liability insurance. Professional liability insurance is primarily offered to healthcare providers and institutions and, to a lesser extent, to attorneys and their firms. Medical technology liability insurance is offered to medical technology and life sciences companies that manufacture or distribute products including entities conducting human clinical trials.
Professional Liability Insurance
Our professional liability business is primarily focused on providing professional liability insurance to healthcare providers. We target the full spectrum of the HCPL market, covering multiple categories of healthcare professionals, institutions (which includes hospitals, surgery centers and healthcare entities, including hospitalsmiscellaneous medical facilities) and, other healthcare facilities.to a lesser extent, facilities specializing in long term residential care. While mosta majority of our business is written in the standardStandard market, we also offer professional liability insurance on an excess and surplus lines basis through our Specialty line of business; and we offer alternative risk and self-insurance products on a customcustomized basis.
Our custom alternative risk solutions include assumed reinsurance and a loss portfolio transfer program for healthcare entities who, most commonly, are exiting a line of business, changing an insurance approach or simply looking for a more tailored solution for transferring risk. Our custom alternative risk solutions also include a turnkey captive solution whereby we cede all or a portion of the healthcare premium, net of reinsurance, to three SPCs of our wholly owned Cayman Islands reinsurance subsidiaries, Inova Re and Eastern Re, which are reported in our Segregated Portfolio Cell Reinsurance segment. Each SPC is owned, fully or in part, by an agency, group or association, and we currently have a 25% participation interest in the results of one of these three SPCs. See further discussion that follows under the heading "Segregated Portfolio Cell Reinsurance Segment." The portion not ceded to the SPCs is retained within our Specialty P&C segment. Total gross premiums written in this segment in our alternative market captive cell program were approximately $7.1 million, $7.8 million and $5.8 million during 2020, 2019 and 2018, respectively.
We utilize independent agencies and brokers as well as an internal sales force to write our HCPL business. For the year ended December 31, 2017,2020, approximately 65%76% of our HCPL gross premiums written were produced through independent insurance agencies or brokers. The agencies and brokers we use typically sell through healthcare insurance specialists who are able to convey the factors that differentiate our professional liability insurance products. In 2017,2020, our ten largest agents or brokers produced approximately 27%32% of our HCPL premium; individually, no one agency or broker produced more than 10%7% of our HCPL premium.
In marketing our professional liability products we emphasize our financial strength, product flexibility and excellent claims, underwriting and risk resource services. We market our insurance products through our direct sales force and through our agents as well as direct mailings and advertising in industry-related publications. We also are involved in professional societies and related organizations and support legislation that will have a positive effect on healthcare and legal liability issues. We maintain regional underwriting centersoffices which permit us to consistently provide a high level of customer serviceservices to both small and large accounts.customers on a local basis.
We maintain claim processing centers where our internal claims personnel investigate and monitor the processing of our professional liability claims. We engage experienced, independent litigation attorneys in each venue to assist with the claims process as we believe this practice aids us in providing a defense that is aggressive, effective and cost-efficient. We evaluate the merit of each claim and determine the appropriate strategy for resolution of the claim, either seeking a reasonable good faith settlement appropriate for the circumstances of the claim or aggressively defending the claim. As part of the evaluation and preparation process for HCPL claims, we meet regularly with medical advisory committees in our key markets to examine claims, attempt to identify potentially troubling practice patterns and make recommendations to our staff.
We also provide professional liability coverage to attorneys and thistheir firms in select areas of practice, which is a part of our Small Business Unit. Our legal professional liability coverage is a less significant portion of our business, accounting for approximately 3% of our 20172020 gross premiums written. This business offers errors and omissions liability insurance policies for law firms engaged in the private practice of law. The program generally insures solo practitioners and smaller firms; almost all of our insured attorneys are members of a firm employing five or fewer attorneys. The areas of practice of our insured firms include plaintiff, real estate, criminal defense and general corporate law. The program does not insure firms practicing in areas that are considered high hazard such as securities and intellectual property law.
During 2016, we expandedUnderwriting decisions for our alternative market solutions by writing new healthcare premiumlegal professional liability coverage consider the firm’s areas of practice, the experience of the attorneys and the management controls and loss mitigation practices of the applicant. Our legal professional liability line of business operates in certain SPCs. All33 states written through independent brokers. Brokers are appointed and must specialize in legal professional liability. The territory of appointed brokers is restricted to a state or a portionsmall number of the premium written is cededstates in order to Eastern Re, our wholly owned reinsurance subsidiary domiciled in the Cayman Islands. Total alternative market premium written in this segment during 2017 was approximately $4.3 millionmaintain a level of which 100% was ceded to the SPCs operated through Eastern Re. Our Specialty P&C segment does not currently participate in the cells that write HCPL premium, and therefore retains no underwriting profit or loss on the business ceded to Eastern Re.exclusivity.

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Medical Technology and Life Sciences Insurance
Our medical technology liability business offers products-completed operations liability as well as errors and omissions liability insurance policies, on both a primary and excess basis, for medical technology and life sciences companies. TheseThe vast majority of these companies and the products they manufacture and/or distribute products that are almost all regulated by the U.S. Food and Drug Administration or similar regulatory authorities in foreign jurisdictions. Products insured includecover a broad array of medical devices and pharmaceuticals including imaging and non-invasive diagnostic medical devices, orthopedic implants, pharmaceuticals, clinical lab instruments, medical instruments and surgical supplies, dental products, andorthopedic implants, animal pharmaceuticals and medical devices.devices, durable medical equipment and prescription and over-the-counter drugs. We also provide coverage for sponsors of clinical trials and contract manufacturers.trials.
Underwriting decisionsanalysis for our medical technology liability coverages considerencompasses the type ofproduct's risk profile, loss history, the amount of coverage being sought, level of the insured's retention, expertise and experience of the applicant and the expected volume of product sales. Close to 100%Almost all of our medical technology liability business is written through independent brokers. In 2017,2020, our top ten largest brokers generated approximately 49%41% of our medical technology liability gross written premium, with no one broker representing more than 14%9%.


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We do not appoint agents for our medical technology liability business. We strongly defend our medical technology liability claims vigorously, with a negotiated settlement being the most frequent means of resolution.
Workers' Compensation Insurance Segment
Our Workers' Compensation Insurance segment offers workers' compensation products primarily in 19 core states in the Mid-Atlantic, Southeast, Midwest, Gulf South and New England regions of the continental U.S. Our workers' compensation business consists of two major business activities:
Traditional workers' compensation insurance coverages provided to employers, generally those with 1,000 employees or less. Types of policies offered include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies and deductible policies.
Alternative market workers’workers' compensation solutions provided to individual companies, groups andor associations whereby the workers' compensation premium written is 100% ceded to either the SPCs withinat Inova Re or Eastern Re, which are reported in our Segregated Portfolio Cell Reinsurance segment, or, to a limited extent, a captive insurer unaffiliated captive insurers.with ProAssurance. Alternative market solutions include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. Of our total alternative market premiums written, approximately 92%96% in 20172020 and 90%97% in 20162019 was ceded to the SPCs operated throughat Inova Re and Eastern Re. Each SPC is owned, fully or in part, by an agency or insured group or association, hereafter referred to as cell participants. The SPC is operated solely for the benefit of cell participants of that particular cell, and the pool of assets of one SPC are statutorily protected from the creditors of any other SPC. The underwriting results and investment income of the SPCs are shared with the cell preferred shareholders or participants in accordance with the terms of the cell agreements. We participate as either a preferred shareholder or participant to a varying degree in the results of certain SPCs. As of December 31, 2017, our ownership interest in the SPCs in which we participate is as low as 25% and as high as 85%.
All of our workers' compensation products are distributed through a group of appointed independent agents.
We utilize an individual account underwriting strategy for our workers' compensation business that is focused on selecting quality accounts. TheOur goal of our workers’ compensation underwriters is to selectunderwrite a diverse book of business with respect to risk classification, hazard level and geographic location. We target accounts with strong return to wellness and safety programs in primarily low to middle hazard levels such as clerical offices, light manufacturing, healthcare, auto dealers and service industries and maintain a strong risk management unit in order to better serve our customers' needs. During 2017, we established our Eastern Specialty Risk unit, which focuses on higher hazard risks in select industries. New business written totaled $4.6 million in this unit in 2017.
We actively seek to reduce our workers' compensation loss costs by placing a concentrated focus on returning injured workers to wellness and the dignity of work as quickly as possible. We emphasize early intervention and aggressive disability management, utilizing in-house and third-party specialists for case management, including medical cost management. Strategic vendor relationships have been established to reduce medical claim costs and include preferred provider, physical therapy, prescription drug and catastrophic medical services.
Segregated Portfolio Cell Reinsurance Segment
Our Segregated Portfolio Cell Reinsurance segment includes the results (underwriting profit or loss, plus investment results, net of U.S. federal income taxes) of SPCs at Inova Re and Eastern Re, our Cayman Islands SPC operations. Each SPC is owned, fully or in part, by an agency, group or association and the results of the SPCs are attributable to the participants of that cell. We participate to a varying degree in the results of certain SPCs and, for the SPCs in which we participate, our participation interest ranges from a low of 20% to a high of 85% as of December 31, 2020. Each SPC is operated solely for the benefit of its cell participants, and the pool of assets of one SPC are statutorily protected from the creditors of any other SPC. The results of the SPCs are allocated among the cell participants in accordance with the terms of the cell agreements. SPC results attributable to external cell participants are reflected as an SPC dividend expense (income) in our Segregated Portfolio Cell Reinsurance segment. In addition, the Segregated Portfolio Cell Reinsurance segment includes the investment results of the SPCs as the investments are solely for the benefit of the cell participants. The segment results reflect our share of the results of the SPCs in which we participate. The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the two from our Workers' Compensation Insurance and Specialty P&C segments.

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The underwriting, marketing and distribution of policies written in alternative market programs are the same as that of the segment from which the policy was assumed: Workers' Compensation Insurance or Specialty P&C segments.
Lloyd's SyndicateSyndicates Segment
Our Lloyd's SyndicateSyndicates segment includes operatingthe results from our participation in Lloyd's of London Syndicates.Syndicates 1729 and 6131. The results of this segment are normally reported on a quarter delay,lag, except when information is available that is material to the current period. Furthermore, investment results associated with investment assets solely allocated to Lloyd's Syndicate operations and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame. We have a total capital commitmentinvestments in and obligations to support Syndicate 1729 and Syndicate 6131 through 2022consisting of upa Syndicate Credit Agreement, FAL requirements and our participation in results. The Syndicate Credit Agreement was issued for the purpose of providing working capital to $200Syndicate 1729 with maximum permitted borrowings of £30.0 million. For the 2018We provide FAL to support underwriting year, we have satisfied our capital commitment withby Syndicate 1729 and Syndicate 6131 which is comprised of investment securities and cash and cash equivalents deposited with Lloyd's which at December 31, 2017 hadwith a total fair value of approximately $123.9 million.$106.2 million at December 31, 2020. See further discussion on the Syndicate Credit Agreement and our FAL in Note 3 of the Notes to Consolidated Financial Statements. The underwriting capacity of Syndicate 1729 and Syndicate 6131 and our respective participation in each for the 2021 underwriting year is discussed in the following paragraphs.
Lloyd's Syndicate 1729
We are the majority (58%)provide capital provider to Syndicate 1729, withwhich covers a range of property and casualty insurance and reinsurance lines in both the U.S. and international markets. The remaining capital for Syndicate 1729 is provided by unrelated third parties, including private names and other corporate members. For the 2018 underwriting year,To support and grow our core insurance operations, we increaseddecreased our participation in the operating results of Syndicate 1729 for the 2021 underwriting year to 5% from 58% to 62%29%. Syndicate 1729 covers a range1729's maximum underwriting capacity for the 2021 underwriting year is £185 million (approximately $253 million at December 31, 2020), of which £9 million (approximately $13 million at December 31, 2020) is our allocated underwriting capacity.
Lloyd's Syndicate 6131
We provide capital to Syndicate 6131, which focuses on contingency and specialty property and casualty insurance and reinsurance lines,business, primarily for risks within the U.S., as well as international markets. As an SPA, Syndicate 6131 underwrites on a quota share basis with Syndicate 1729. Effective July 1, 2020, Syndicate 6131, entered into a six-month quota share reinsurance agreement with an unaffiliated insurer. Under this agreement, Syndicate 6131 ceded essentially half of the premium assumed from Syndicate 1729 to the unaffiliated insurer; the agreement was non-renewed on January 1, 2021 and we decreased our participation in the results of Syndicate 6131 to 50% from 100% for the 20182021 underwriting year has ayear. Syndicate 6131's maximum underwriting capacity of £132for the 2021 underwriting year is £20 million (approximately $178.4$27 million at December 31, 2017)2020), of which £82£10 million (approximately $110.8$14 million at December 31, 2017)2020) is our allocated underwriting capacity ascapacity.
Our Lloyd's Syndicates segment products are distributed principally through retail brokers and coverholders (i.e., only those authorized by our retail brokers to enter into a corporate member.
contract but only in accordance with specified terms), which consist primarily of premium written through open-market channels and delegated underwriting authority arrangements. Our Lloyd's Syndicate 6131
BeginningSyndicates write business in 2018, ourthe Lloyd's Syndicate segment will includemarketplace and have access to international markets across the operating results of a newly formed SPA, Syndicate 6131. A Lloyd's SPA is only allowed to underwrite one quota share reinsurance contract with another Lloyd's syndicate, which in this arrangement is Syndicate 1729. We are the sole (100%) capital provider to Syndicate 6131 which will focus on contingency and specialty property business. For the 2018 underwriting year, Syndicate 6131 has a maximum underwriting capacity of £8 million (approximately $10.8 million at December 31, 2017).world.


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Corporate Segment
Our Corporate segment includes our investment operations, managed at the corporate level, except investment assets solely allocated toother than those reported in our Segregated Portfolio Cell Reinsurance and Lloyd's Syndicate operations,Syndicates segments, interest expense and U.S. income taxes. The segment also includes non-premium revenues generated outside of our insurance entities and corporate expenses, including interest expense and U.S. income taxes.expenses. We apply a consistent management strategy to the entire investment portfolio managed at the corporate level. Accordingly, we report those investment results and net realized investment gains and losses within our Corporate segment. Our overall investment strategy is to maximize current income from our investment portfolio while maintaining safety, liquidity, duration targets and portfolio diversification. The portfolio is generally managed by professional third-party asset managers whose results we monitor and evaluate. The asset managers typically have the authority to make investment decisions within the asset classes they are responsible for managing, subject to our investment policy and oversight, including a requirement that available-for-sale securities in a loss position cannot be sold without specific authorization from us. See Note 3 of the Notes to Consolidated Financial Statements for more information on our investments.
Competition
The marketplace for all our lines of business is very competitive. Within the U.S. our competitors are primarily domestic insurance companies and range from large national insurers whose financial strength and resources may be greater than ours to smaller insurance entities that concentrate on a single state and as a result have an extensive knowledge of the local markets. Additionally, there are many providers, domestic and international, of alternative risk management solutions. Syndicate 1729 and Syndicate 6131, which are based in the U.K., face significant competition from other Lloyd's syndicates as well as other

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international and domestic insurance and reinsurance firms operating in the country of the insured. Competitive distinctions include pricing, size, name recognition, service quality, market commitment, market conditions, breadth and flexibility of coverage, method of sale, financial stability, ratings assigned by rating agencies and regulatory conditions.
The changing healthcare environment within the U.S. during the past fewseveral years is providing both increased competitive challenges and opportunities for our largest segment, the Specialty P&C segment. Many physicians now practice as employees of larger healthcare entities. Further, healthcare services are increasingly provided by professionals other than physicians and outside of a traditional hospital or clinic setting. Such trends are widely expected to continue. Larger healthcare entities have customer service and risk management needs that differ from the traditional solo or small physician groups. Larger entities are more likely to combine risks such as workers' compensation and professional liability when purchasing insurance and are also more likely to manage all or a part of their risk through alternative insurance mechanisms. We have addressed these issues by enhancing our existing hospital/physician insurance programs, expanding our coverage of healthcare providers other than physician or hospitals, expanding our coverages to include workers' compensation and product liability, and by enhancing our customer service capabilities, particularly with regard to the needs of larger accounts. We have also increased ourcontinue to focus on offering unique, joint or cooperative insurance programs that are attractive to larger healthcare entities.
The workers’ compensation industry is highly competitive in the geographic markets in which we operate. PriceNew business opportunities, renewal pricing and retention continue to be a challenge as a result of intense competition, including the leveraging ofespecially from multi-line insurers that are willing to underprice their workers’ compensation business by multi-line insurers, and the effect of loss cost reductions in many of the states in which we write business impacted our renewal rates during 2017,products to offset other coverages and we expect thethis trend to continue in 2018.2021. We believe our product offerings allow us to provide flexibility in offering workers’ compensation solutions to our customers at a competitive price. In addition, we believe that our claims handling and risk management services are attractive to our customers and provide us with a competitive advantage even when our pricing is higher than our competitors.
For all of our business, we recognize the importance of providing our products at competitive rates, but we do not price our products at rates that will not permit us to meet our long-term profit targets.targets over the life of the insurance cycle. We base our rates on current loss projections, maintaining a long-term focus even when this approach reducesmay reduce our top line growth.growth and result in us not meeting profit targets during certain phases of the insurance cycle. We believe that our size, reputation for effective claims management, unique customer service focus, multi-state presence and broad spectrum of coverages offered provides us with competitive advantages, even as the needs of our insureds change.
Rating Agencies
Our claims paying ability is regularly evaluated and rated by three major rating agencies: A.M. Best, Fitch and Moody’s. In developing their claims paying ratings, these agencies make an independent evaluation of an insurer’s ability to meet its obligations to policyholders. See "Risk Factors" for a table presenting the claims paying ratings of our principal insurance operations.
Three rating agencies evaluate and rate ourOur ability to service current debt and potential debt.debt is regularly evaluated and rated by four rating agencies: A.M. Best, S&P, Fitch and Moody’s. These financial strength ratings reflect each agency’s independent evaluation of our ability to meet our obligation to holders of our debt, if any. While financial strength ratings may be of greater interest to investors than our claims paying ratings, these ratings are not evaluations of our equity securities nor a recommendation to buy, hold or sell our equity securities.


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Insurance Regulatory Matters
We are subject to regulation under the insurance and insurance holding company statutes of various jurisdictions, including the domiciliary states of our insurance subsidiaries and other states in which our insurance subsidiaries do business. Our insurance subsidiaries are primarily domiciled in the U.S. Our states of domicile include Alabama, Illinois, Michigan, Pennsylvania and Vermont. Our foreign jurisdictions include our reinsurance operations based in the Cayman Islands, a territory of the U.K., and, through our participation in Lloyd's Syndicates, our insurance and reinsurance operations based in the U.K.
United States
Our insurance subsidiaries are required to file detailed annual statements in their states of domicile, with the NAIC and, in some cases, with the state insurance regulators in each of the states in which they do business. The laws of the various states establish agencies with broad authority to regulate, among other things, licenses to transact business, premium rates for certain types of coverage, trade practices, agent licensing, policy forms, underwriting and claims practices, reserve adequacy, transactions with affiliates and insurer solvency. Such regulations may hamper our ability to meet operating or profitability goals, including preventing us from establishing premium rates for some classes of insureds that adequately reflectsreflect the level of risk assumed for those classes. Many states also regulate investment activities on the basis of quality, distribution and other quantitative criteria. States have also enacted legislation, typically based in whole or in part on NAIC model laws, which

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regulates insurance holding company systems, including acquisitions, the payment of dividends, the terms of affiliate transactions, enterprise risk and solvency management and other related matters.
Applicable state insurance laws, rather than federal bankruptcy laws, apply to the liquidation or reorganization of insurance companies.
Insurance companies are also subject to state and federal legislative and regulatory measures and judicial decisions. These could include new or updated definitions of risk exposure and limitations on business practices.
Insurance Regulation Concerning Change or Acquisition of Control
The insurance regulatory codes in each of the domiciliary states of our operating subsidiaries contain provisions (subject to certain variations) to the effect that the acquisition of “control” of a domestic insurer or of any person that directly or indirectly controls a domestic insurer cannot be consummated without the prior approval of the domiciliary insurance regulator. In general, a presumption of “control” arises from the direct or indirect ownership, control or possession with the power to vote or possession of proxies with respect to 10% (5% in Alabama) or more of the voting securities of a domestic insurer or of a person that controls a domestic insurer. Because of these regulatory requirements, any party seeking to acquire control of ProAssurance or any other domestic insurance company, whether directly or indirectly, would usually be required to obtain such approvals.
In addition, certain state insurance laws contain provisions that require pre-acquisition notification to state agencies of a change in control of a non-domestic insurance company admitted in that state. While such pre-acquisition notification statutes do not authorize the state agency to disapprove the change of control, such statutes do authorize certain remedies, including the issuance of a cease and desist order with respect to the non-domestic admitted insurers doing business in the state if certain conditions exist, such as undue market concentration.
Insurance Regulation Concerning Cybersecurity
In March 2017, new cybersecurity rulesthe New York Cybersecurity Regulation took effect for financial institutions, insurers and other companies regulated by the NYDFS. The NYDFS Cybersecurity Regulation's intent of the regulation is to encourage the protection of consumer information, as well as the technology systems of NYDFS regulated entities. We are currently compliant with the regulation according to the transition periods as defined in the NYDFS Cybersecurity Regulation.
In addition, in October 2017, the NAIC adopted the Insurance Data Security Model Law, which createscreated rules for insurers, agents and other licensed entities covering data security and investigation and notification of breach. Such rules include maintainingIn May 2018, the European Union implemented the GDPR, designed to protect data privacy of individuals within the European Union and the EEA. We are compliant with the GDPR due to the global nature of our business, including a small amount of international activity in our Specialty P&C segment. In addition, managing agents of Lloyd's syndicates are required to ensure that they meet the requirements of the GDPR and any local data protection regulation based on territories in which they operate. Syndicate 1729 and Syndicate 6131, including their managing agent, are compliant with the GDPR.
Each of the domiciliary states of our insurance subsidiaries, excluding Pennsylvania, has enacted data security or data privacy acts. Alabama enacted the Alabama Data Breach Notification Act of 2018 effective June 1, 2018, Illinois enacted the Illinois’ Personal Information Protection Act effective January 1, 2020, Vermont enacted the Data Breach Notification law effective July 1, 2020 and Michigan enacted the Michigan's Data Security Act effective January 20, 2021. Additionally, California's Consumer Privacy Act of 2018 was effective January 1, 2020. These state laws require an information security program based on an ongoing risk assessment, overseeing third-party service providers, investigating data breaches and notifying regulators of a cybersecurity event. The GDPR and the California Consumer Privacy Act of 2018 grant individuals the right to request that a company delete or de-identify their personal information. We expect other states, including our statesdomiciliary state of domicile,Pennsylvania, to either adopt the NAIC's Insurance Data Security Model Law.Law or enact their own data security regulations. Moreover, we expect to see privacy laws similar to the California Consumer Privacy Act of 2018 to be enacted in other states, including our states of domicile. We do not expect compliance with the Insurance Data Security Model Lawvarious data security or data privacy acts to have a material impact on our financial condition or results of operations, as itthey closely resemblesresemble the NAIC Model Law, the NYDFS Cybersecurity Regulation.


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2018.
Statutory Accounting and Reporting
Insurance companies are required to file detailed quarterly and annual reports with state insurance regulators in their state of domicile and each of the states in which they do business. Their business and accounts are subject to examination by such regulators at any time. The financial information in these reports is prepared in accordance with SAP. Insurance regulators periodically examine each insurer’s adherence to SAP, financial condition and compliance with insurance department rules and regulations.

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Regulation of Dividends and Other Payments from Our Operating Subsidiaries
Our U.S. operating subsidiaries are subject to various state statutory and regulatory restrictions that limit the amount of dividends or distributions an insurance company may pay to its shareholders, including our insurance holding company, without prior regulatory approval. Generally, dividends may be paid only out of unassigned earned surplus. In every case, surplus subsequent to the payment of any dividends must be reasonable in relation to an insurance company’s outstanding liabilities and must be adequate to meet its financial needs.
State insurance holding company regulations generally require domestic insurers to obtain prior approval of extraordinary dividends. Insurance holding company regulations that govern our principal operating subsidiaries deem a dividend as extraordinary if the combined dividends and distributions to the parent holding company in any twelve-month period exceed prescribed thresholds. Such thresholds are statutorily prescribed by the state of domicile and currently are based on either net income for the prior fiscal year (reduced by realized capital gains in certain domiciliary states) or a percentage of unassigned surplus at the end of the prior fiscal year, depending upon the wording of the statute.
If insurance regulators determine that payment of a dividend or any other payments within a holding company group, (such as payments under a tax-sharing agreement or payments for employee or other services) would, because of the financial condition of the paying insurance company or otherwise, be a detriment to such insurance company’s policyholders, the regulators may prohibit such payments that would otherwise be permitted.
Risk-Based Capital and Risk Assessment
In order to enhance the regulation of insurer solvency, each state of domicile in accordance with an NAIC-defined formula specifies risk-based capital requirements for property and casualty insurance companies. At December 31, 2017,2020, all of ProAssurance’s insurance subsidiaries substantially exceeded the minimum required risk-based capital levels.
In late 2010, the NAIC adopted the Model Holding Co. Law. The Model Holding Co. Law, as compared to previous NAIC guidance, increases regulatory oversight of and reporting by insurance holding companies, including reporting related to non-insurance entities, and requires reporting of risks affecting the holding company group. Additionally, in 2012 the NAIC 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 requires larger insurers, generally those with annual written premium volume greater than $1.0$1 billion as a group or $500 million as an individual insurer, to file an internal assessment of solvency with insurance regulators annually beginning in 2015. Although no specific capital adequacy standard is currently articulated in ORSA, it is possible that such standard will be developed over time. The Model Holding Co. Law and ORSA will be binding only if adopted by state legislatures and/or state insurance regulatory authorities and actual regulations adopted by any state may differ from that adopted by the NAIC. As of December 31, 2017,2020, all states have adopted the Model Holding Co. Law and 4849 states have adopted ORSA. ProAssurance didwas not meetrequired to file an internal assessment of solvency under the ORSA filing criteria in 2017.for the years ended December 31, 2020 or 2019.
Also, the NAIC subsequently revised the Model Holding Co. Law to include provisions which allow regulatory supervision of the holding company group through supervisory colleges and which require reporting of risk and solvency assessments for the group. Certain states in which we operate adopted these revisions early, and we began filing our risk and solvency assessment in 2014.
Investment Regulation
Our operating subsidiaries are subject to state laws and regulations that require diversification of investment portfolios and that limit the amount of investments in certain investment categories. Failure to comply with these laws and regulations may cause non-conforming investments to be treated as non-admitted assets for purposes of measuring statutory surplus and, in some instances, would require divestiture of investments. We monitor the practices used by our operating subsidiaries for compliance with applicable state investment regulations and take corrective measures when deficiencies are identified.


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Assessment Funds
Admitted insurance companies are required to be members of guaranty associations which administer state guaranty funds. To fund the payment of claims (up to prescribed limits) against insurance companies that become insolvent, these associations levy assessments on all member insurers in a particular state on the basis of the proportionate share of the premiums written by member insurers in the covered lines of business in that state. Maximum assessments permitted by law in any one year generally vary between 1% and 2% of annual premiums written by a member in that state, although state regulations may permit larger assessments if insolvency losses reach specified levels. Some states permit member insurers to recover assessments paid through surcharges on policyholders or through full or partial premium tax offsets, while other states permit recovery of assessments through the rate filing process. In recent years, participation in guaranty funds has not had a material effect on our results of operations.

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Certain states in which we write workers’ compensation insurance have established administrative and/or second injury funds that levy assessments against insurers that write business in their state. The assessments are generally based on insurer’s proportionate share of premiums or losses in a particular state, and the assessment rate can vary from year to year.
Shared Markets
State insurance regulations may force us to participate in mandatory property and casualty shared market mechanisms or pooling arrangements that provide certain insurance coverage to individuals or other entities that are otherwise unable to purchase such coverage in the commercial insurance marketplace. Our operating subsidiaries’ participation in such shared markets or pooling mechanisms is not material to our business at this time.
Federal Regulation
Tort reform proposals are considered from time to time at the federal level. Passage of a federal tort reform package would likely be subject to judicial challenge and we cannot be certain that it would be upheld by the courts.
The Dodd-Frank Act was enacted in July 2010 and established additional regulatory oversight of financial institutions. To date, the Dodd-Frank Act has not materially affected our business. However, development of regulations is not complete, and there could yet be changes in the regulatory environment that affect the way we conduct our operations or the cost of compliance, or both.
One of the federal government bodies created by the Dodd-Frank Act was the FIO which in December 2013 released a proposal on insurance modernization and improvement of the system of insurance regulation in the U.S. Although the FIO is prohibited from directly regulating the business of insurance, it has authority to represent the U.S. in international insurance matters and has limited power to preempt certain types of state insurance laws. The proposal advocates significantly greater federal involvement in insurance regulation and identifies necessary reforms by the states to preclude further consideration of direct federal regulation. While the proposal does not necessarily imply that the federal government will displace state regulation completely, it does recommend more of a hybrid approach to insurance regulation. In response to the FIO proposal, the NAIC and a number of state legislatures have considered or adopted legislative proposals that alter and, in many cases, increase the authority of state agencies to regulate insurance companies and insurance holding company systems. We cannot predict whether the proposals will be adopted or what impact, if any, subsequently enacted laws might have on our business, financial condition or results of operations.
In June 2017, the U.S. House of Representatives passed the Financial CHOICE Act, which would amend or repeal certain regulations in the Dodd-Frank Act, specifically modifying provisions related to insurance regulation. Revisions include the consolidation of two conflicting federal insurance positions into a single position established to advocate for the U.S. insurance industry at domestic and international levels, while preserving the traditional state-based system of insurance regulation. This proposed legislation is now being considered by the U.S. Senate. We are unable to predict with any certainty the effect that the Financial CHOICE Act, if passed, will have on our business.
In June 2012, Congress passed the Biggert-Waters Bill, which provided for a five-year renewal of the NFIP and, among other things, authorized the Federal Emergency Management Agency to carry out initiatives to determine the capacity of private insurers, reinsurers, and financial markets to assume a greater portion of the flood risk exposure in the U.S. and to assess the capacity of the private reinsurance market to assume some of the program’s risk. In August 2017, the President of the U.S. signed an executive order revoking the establishment of a federal flood risk management standard. In November 2017, the U.S. House of Representatives adopted a bill to reauthorize the NFIP for five years and implement several reforms, including provisions designed to spur additional private insurer involvement in covering flood risk, but the U.S. Senate has yet to vote on the measure. Due to the 2017 hurricane season, Congress adopted a short-term extension to fund the NFIP through January 2018, which lapsed on January 19, 2018. On January 22, 2018, Congress reauthorized the NFIP retroactively by adopting ahas subsequently received multiple short-term extension through February 2018.extensions and currently expires in September 2021. We cannot predict whether the proposals will be adopted or extended or what impact, if any, subsequently enacted laws might have on our business, financial condition or results of operations.


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U.S. Department of the Treasury Report
In February 2017, the President of the U.S. issued an Executive Order that calls for a comprehensive review of laws, treaties, regulations, policies and guidance regulating the U.S. financial system, and requires the Secretary of the Treasury to consult with the heads of the member agencies of the Financial Stability Oversight Council to identify any laws, regulations or requirements that inhibit federal regulation of the financial system in a manner consistent with the core principles identified in the Executive Order. The Secretary’s report on asset management and insurance was issued in October 2017 and recommended activities-based evaluations of systemic risk in the insurance industry rather than an entity-based approach. The report also supported primary regulation of the U.S. insurance industry by the states rather than the federal government. We cannot predict whether any of the recommendations will ultimately become laws, regulations or other requirements applicable to our business.
U.S. Tax Legislation
On December 22, 2017, the President of the U.S. signed the TCJA into law. The TCJA includes significant changes to the U.S. corporate income tax system, including a reduction in the federal corporate rate from 35% to 21% beginning after December 31, 2017, changes to loss reserve discounting factors, limitations on the deductibility of interest expense and executive compensation, and modifications ofto the taxation of non-U.S. subsidiaries. Additionally, the TCJA could result in material uncertainties with respect to estimates made in our provision for income taxes and could materially affect management’s assessment of the need for a valuation allowance. See further discussion of the impact of the TCJA on our results of operations and financial position provided in Item 7, Management's Discussion and Analysis, in the Critical Accounting Estimates section under the heading "Taxes" or Note 5 of the Notes to Consolidated Financial Statements.
In response to COVID-19, the CARES Act was signed into law on March 27, 2020 and contains several provisions for corporations and eases certain deduction limitations originally imposed by the TCJA. The CARES Act, among other things, includes temporary changes regarding the prior and future utilization of NOLs, temporary changes to the prior and future limitations on interest deductions, temporary suspension of certain payment requirements for the employer portion of Social Security taxes and the creation of certain refundable employee retention credits. See further discussion of the impact of the CARES Act on our results of operations and financial position provided in Item 7, Management's Discussion and Analysis, in the Critical Accounting Estimates section under the heading "Taxes" or Note 5 of the Notes to Consolidated Financial Statements.

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Terrorism Risk Insurance Act
TRIA, initially enacted in 2002 and reauthorized in 2007, 2015 and 2015,2019 ensures the availability of insurance coverage for certain acts of terrorism, as defined in the legislation. The 20152019 reauthorization extended the program through 2020.2027. TRIA currently provides that during 20182021 and in any year thereafter a loss event must exceed $160$200 million to trigger coverage and that the federal government will reimburse 82%80% of an insurer’s losses in excess of the insurer’s deductible, up to the maximum annual federal liability of $100 billion. The event trigger will gradually increase to $200 million by 2020 and the reimbursement percentage will gradually decline to 80% by 2020. TRIA requires that we offer terrorism coverage to our commercial policyholders in our workers' compensation line of business, for which we may, when warranted, charge an additional premium. The policyholders may or may not accept such coverage.
COVID-19
In response to COVID-19, the federal government and a number of states have introduced or adopted legislation to address issues related to the pandemic. The PREP Act was amended on March 27, 2020 to extend liability immunity for activities related to medical countermeasures against COVID-19, except for claims involving "willful misconduct" as defined in the PREP Act. Certain states have also established immunities for healthcare providers. Depending on the number of states that institute such changes and the terms of the changes, as well as the impact of the amendment to the PREP Act and any related legal challenges, we may experience a reduction in claims frequency and severity for our healthcare professional liability book of business.
With respect to workers' compensation coverages, some states have enacted legislation changes designed to effectively expand coverage by establishing a presumption of compensability for certain types of workers. Other states are considering similar measures. Depending on the number of states that institute such changes and the terms of the changes, we may experience increases in claims frequency and severity for our workers’ compensation book of business, which could have an effect on our financial condition, results of operations and cash flows.
Furthermore, we are closely monitoring the impact of potential legislation or court decisions that could retroactively require insurers to extend certain insurance to cover COVID-19 claims, even if the original contract excluded the cover of communicable diseases as is typical in certain policies; however, to date, legislative attempts have been unsuccessful. If successful, these actions could result in an increase in claim frequency and severity due to an unintended increase in exposure for Syndicate 1729 and 6131 which could have an effect on our financial condition, results of operations and cash flows given our participation in those Syndicates.
International
Cayman Islands
Our SPC business operates through our subsidiary,subsidiaries, Inova Re and Eastern Re, which isare organized and licensed as a Cayman Islands unrestricted Class B insurance company.companies. Inova Re and Eastern Re isare subject to regulation by the CIMA. Applicable laws and regulations govern the types of policies that Inova Re and Eastern Re can insure or reinsure, the amount of capital that itthey must maintain and the way it can be invested, and the payment of dividends without approval by the CIMA. Inova Re and Eastern Re isare required to maintain minimum capital of approximately $200,000 and must receive approval from the CIMA before itthey can pay any dividends.
United Kingdom
Syndicate 1729 and Syndicate 6131 are regulated in the U.K. by the Prudential Regulation Authority and the Financial Conduct Authority. All Lloyd's Syndicates must also comply with the bylaws and regulations established by the Council of Lloyd's including submission and approval of an annual business plan and maintenance of stipulated capital levels. Also, the Council of Lloyd's may call or assess a percentage of a member's underwriting capacity (currently a maximum of 3%) as a contribution to Lloyd's Central Fund, which, similar to state guaranty funds in the U.S., meets policyholder obligations if a Lloyd's member is otherwise unable to do so.
TheEffective January 1, 2016, the European Union's executive body, the European Commission, has implemented new capital adequacy and risk management regulations called Solvency II that applies to businesses within the European Union. Solvency II became effective January 1, 2016. Both Syndicate 1729 and Syndicate 6131 follow the Solvency II compliance guidelines set out by the Council of Lloyd's.
In June 2016,On January 31, 2020, the U.K. approved a referendum to exitwithdrew from the European Union, commonly referred to as "Brexit", and entered a transition period which resulted in volatility in global stock markets and currency exchange rates, and has increased political, economic and global market uncertainty. The formal process for Brexit was triggered in March 2017 bylasted until December 31, 2020. Following the filing oftransition period, a notice to withdraw. The effects of Brexit will depend in part on any agreementsnew trade deal went into effect January 1, 2021 between the U.K. makes to retain access toand European Union markets either during a transitional period or more permanently. Brexit could impair or end the ability ofUnion. In November 2018, Lloyd's Syndicates to transact business in European Union countries. Until the withdrawal is finalized, Lloyd's is currently permitted to operate without the need for


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additional licensing or authorization from each individual country. In March 2017, Lloyd's announced that it will be establishingopened a new European insurance company in Brussels in order to maintain access to European Union business. Lloyd's Brussels is Lloyd's first Europe wide operation and brings Lloyd's expertise closer to its customers and partners in Europe. As of December 31, 2020, Lloyd's

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Brussels has moved all legacy EEA business to Brussels via a Part VII portfolio transfer, which allowed insurers and reinsurers to transfer portfolios of insurance business from one legal entity to another.
Human Capital Resources
We are a people business and we are committed to our employees as well as those individuals whom our employees serve. We aim to attract, develop, and retain a diverse group of employees who embody our Mission, Vision and Values.
We are committed to providing a safe and healthy working environment where all employees are treated with dignity and respect, allowing them to do their best work. Further, we seek to provide equal opportunities while fostering a diverse and inclusive workplace that promotes employee engagement. To ensure our workforce is comprised of a diverse group of highly-qualified individuals, we are committed to advertising job openings and sourcing candidates through broad-reaching techniques. We are committed to a strategy of workforce diversity and inclusion at all levels of the Company, starting with our Board and extending through all levels within our organization. Further, we seek to provide a fulfilling work experience through the creation of well-documented career paths and opportunities for advancement, robust training and development programs and the management of transparent salary administration practices. Our competitive pay and benefit programs are designed to reward, support and retain our employees.
We are committed to facilitating and fostering employee engagement. To support those objectives, we measure employee engagement and satisfaction by conducting “Pulse” surveys that gain real-time feedback from our employees on key issues. The results are shared with all employees and the data is used to steer our continuous improvement efforts. We regularly monitor and evaluate turnover metrics to ensure we are responsive to the evolving, competitive market for top talent.
In the event of downsizing and lay-offs are necessary, we provide favorable severance packages that include support of re-employment. During 2020, in response to the external environment and to improve our future competitive position, we restructured our Specialty P&C and Workers' Compensation Insurance segments to better serve our policyholders and agency partners. As a result, we transformed our workforce through a combination of early retirement, job eliminations, reassignments and promotions that spanned our entire organization.
Some examples of key programs and initiatives that are focused on attracting, developing and retaining our diverse workforce include:
Diversity, Equity and Inclusion - To advance our commitment to fostering a diverse, inclusive and equitable workplace, in 2020 we engaged an external professional services partner to help guide the identification of short and long-term strategies. One specific strategy is the formation of a Diversity, Equity and Inclusion Council comprised of employees from across the organization who serve as an ongoing resource to the organization in identifying objectives and tracking achievements. We continue to enhance our professional development and training programs to further build knowledge, understanding and skill in support of full cultural competency. We anticipate the development and training aspects of this initiative to be achieved within the first half of 2021.
Employee and Leadership Development - We invest in training and development programs that support our Mission, Vision and Values, encourage continuous learning, equip employees for advancement and encourage a long-term partnership with the Company. We provide career paths for employees to continue to advance their technical skills. To grow the skills of our current managers and plan for future succession needs, we provide a tiered leadership development program, Leadership That Works that includes both in-person group and self-led content.
Employee Health and Welfare - We recognize the importance of a comprehensive benefits strategy to support the unique needs of all employees. We made several key changes in 2020 that address the expanding needs of our employees as a result of the pandemic. We adopted all guidelines of the CARES Act including the retirement plan withdrawal and loan provisions. In addition, we implemented the applicable guidelines of the Families First Coronavirus Response Act. We expanded our virtual health management benefits to include mental well-being and enhanced our accident and critical illness program. In addition, we implemented a new benefit offering which includes access to a service provider that offers assistance and expertise in navigating federal and state programs including social security, disability, unemployment and retirement.
COVID-19 Response- At the onset of the pandemic, we responded by transitioning the majority of our employees to work remotely. As it was safe to do so, we began to allow employees to voluntarily return to the office and implemented mandatory employee training, social distancing, handwashing, daily health questionnaires and other safety measures. We continue to regularly monitor the situation at the highest level of the organization, implementing changes to strategy as appropriate. Returning to the office will continue to be 100% voluntary for the 2019 renewal season, subjectforeseeable future.

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ProAssurance Corporation and our subsidiaries are equal opportunity employers and we do not discriminate either directly or indirectly against employees or prospective employees on the basis of race, color, religion, sex, sexual preference/orientation, citizenship, marital status, veteran status, national origin, age or disability, or any other attribute protected by applicable law or regulation. At December 31, 2020, we had 827 employees, none of whom were represented by a labor union. We consider our employee relations to regulatory approval. We cannot predict the nature and extent of the impact that Brexit will have on regulation, interest rates, currency exchange rates and financial markets.be good.
Enterprise Risk Management
As a large property and casualty insurance provider, we are exposed to many risks stemming from both our insurance operations and the environments in which we operate. Since certain risks can be correlated with other risks, an event or a series of events can impact multiple areas of the Company simultaneously and have a material effect on the Company's results of operations, financial position and/or liquidity. In response to these exposures we have implemented an ERM program. Our ERM program consists of numerous processes and controls that have been designed by our senior management with oversight by our Board and implemented across our organization. We utilize our ERM program to identify potential risks from all aspects of our operations and to evaluate these risks in a manner that is both prudent and balanced. Our primary objective is to develop a risk appetite that creates and preserves value for all of our stakeholders.
Employees
At December 31, 2017, we had 994 employees, none of whom were represented by a labor union. We consider our employee relations to be good.


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ITEM 1A. RISK FACTORS.
There are a number of factors, many beyond our control, which may cause results to differ significantly from our expectations. SomeThrough our ERM program, as previously discussed, we have attempted to identify and understand the nature, caliber and sensitivity of thesematerial foreseeable risks, mitigate or avoid those risks and determine a course of action necessary to address such risks. These risk factors are described below. fall under the following four categories: Insurance, Financial, Operational and General. Any factor described in this report could by itself, or together with one or more other factors, have a negative effect on our business, results of operations and/or financial condition. There may be factors not described in this report that could also cause results to differ from our expectations.
Insurance
Insurance market conditions may alter the effectiveness of our current business strategy and impact our revenues.
The property and casualty insurance business is highly competitive. We compete in a fragmented market comprised of many insurers, ranging from smaller single state monoline insurers who have an extensive knowledge of local markets to large national insurers who offer multiple product lines and whose financial strength and resources may be greater than ours. In many instances, coverage we offer is also available through mutual entities whose ROE objectives may be lower than ours. Also, there are many opportunities for self-insurance and for participation in an alternative risk transfer mechanism, such as a captive insurer or a risk retention group.
Competition in the property and casualty insurance business is based on many factors, including premiums charged and other terms and conditions of coverage, services provided, financial ratings assigned by independent rating agencies, claims services, reputation, geographic scope, local presence, agent and client relationships, financial strength and the experience of the insurance company in the line of insurance to be written. Actions of competitors could adversely affect our ability to attract and retain business at current premium levels, impact our market share and reduce the profits that would otherwise arise from operations.
Because we are aThe cyclicality in the property and casualty insurer,insurance industry could have a material adverse effect on our ability to improve or maintain underwriting profits or to grow or maintain premium volume.
The insurance and reinsurance markets have historically been cyclical, characterized by extended periods of intense price competition and other periods of reduced competition. The professional liability area has been particularly affected by these cycles. Underwriting cycles are generally driven by an excess of capacity available and actively pursuing business that is deemed profitable. This action drives pricing down. Since the professional liability industry has a long development period, prices typically fall too far resulting in poor underwriting results for a period of time. The reaction is then a withdrawal of capacity, reduced availability of coverage offerings and price increases. In past cycles, these actions improve profitability over a few years inviting new capital into the market again which causes the cycle to repeat. Events other than price can also have a material effect on the duration and depth of the underwriting cycles, such as severity spikes, tort reforms, abrupt frequency changes or reinsurance availability. Changes in the frequency and severity of losses may suffer as aaffect the cycles of the insurance and reinsurance markets significantly. During "soft markets" where price competition is high and underwriting profits are poor, growth and retention of business become challenging which may result in reduced premium volume. During the initial stages of unforeseen catastrophe losses."hard markets", premium volumes rise for existing business and retention levels fall. As more carriers enter this action phase,

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underwriting profits begin to improve, although their achievement may take several years to materialize. As a propertythe cycle progresses, opportunities may then be presented to grow profitably at the higher premium levels.
The Company's results of operations could be adversely impacted by catastrophes, both natural and casualty insurer we are exposed to claims arising outman-made, pandemics,
severe weather conditions, climate change or closely related series of catastrophes, primarily through our workers' compensation and Lloyd's Syndicate operations. events.
Catastrophes can be caused by variousunpredictable natural events includingsuch as hurricanes, tsunamis,windstorms, severe storms, tornadoes, windstorms, earthquakes,floods, hailstorms, explosions, flooding, severe winter weather, earthquakes, explosions and firesfire, and may includeby other natural and man-made events, such as terrorist attacks, civil and political unrest, as well as pandemics and other similar outbreaks in many parts of the world, including the recent outbreak of a coronavirus referred to as COVID-19. Insurance companies are not permitted to reserve for a catastrophe until it has occurred. Although we purchase reinsurance protection for risks we believe bear a significant level of catastrophe exposure, actual losses resulting from a catastrophic event or events may exceed our reinsurance protection. Furthermore, for significant catastrophic exposure, the inability or unwillingness of the reinsurer to make timely payments under the terms of the reinsurance agreement could impact our liquidity. These events may have a widespreadmaterial adverse effect on our workforce and business operations as well as the workforce and operations of our insureds and independent agents. Some of the assets in our investment portfolio may be adversely affected by declines in the equity markets, changes in interest rates, reduced liquidity and economic activity caused by large-scale catastrophes, pandemics, terrorist attacks or similar events which could have a material adverse effect on our financial crisis. position, results of operations and liquidity.
The incidence, frequency and severity of catastrophes are inherently unpredictable. While we use historical data and modeling tools to assess our potential exposure to catastrophic losses under various conditions and probability scenarios, such assessments do not necessarily accurately predict future losses or accurately measure our potential exposure. The extent of losses from a catastrophe is a function of both the total amount of insured exposure in the area affected by the event and the severity of the event.
Our loss exposure for a terrorist act meeting the TRIA definition is mitigated by our coverage provided by this program as described in Part I under the heading "Insurance Regulatory Matters." Congress has the ability to alter or repeal the provisions of TRIA at its discretion, and if altered or repealed, our exposure could increase and result in premium increases for those types of coverages. Workers' compensation coverages cannot exclude damages related to an act of terrorism, and if TRIA were repealed or the benefits were substantially reduced, this might affect our ability to offer these coverages at a reasonable rate.
Insurance companies are not permitted In addition, the program currently expires at the end of 2027, and the failure to reserve forextend the program could adversely affect our business through increased exposure to a catastrophe until it has occurred. Although we purchase reinsurance protection for risks we believe bear a significantcatastrophic level of catastrophe exposure, actual losses resulting from a catastrophic event or events may exceed our reinsurance protection. Furthermore, for significant catastrophic exposure, the inability or unwillingness of the reinsurer to make timely payments under the terms of the reinsurance agreement could impact our liquidity. It is therefore possible that a catastrophic event or multiple catastrophic events could have a material adverse effect on our financial position, results of operations and liquidity.terrorism losses.
Our results of operations and financial condition may be affected if actual insured losses differ from our loss reserves or if actual amounts recoverable under reinsurance agreements differ from our estimated recoverables.
We establish reserves as balance sheet liabilities, representing our estimates of amounts needed to resolve reported and unreported losses and pay related loss adjustment expenses. Our largest liability is our reserve for losses and loss adjustment expenses. Due to the size of our reserve for losses and loss adjustment expenses, even a small percentage adjustment to our reserve can have a material effect on our results of operations for the period in which the change is made.
The process of estimating loss reserves is complex. Significant periods of time may elapse between the occurrence of an insured loss, the reporting of the loss by the insured and payment of that loss. Ultimate loss costs, even for claims with similar characteristics, can vary significantly depending upon many factors including but not limited to the nature of the claim, including whether the claim is an individual or a mass tort claim, the personal situation of the claimant or the claimant’s family, the outcome of jury trials, the legislative and judicial climate where the insured event occurred, general economic conditions and, for claims involving bodily injury, the trend of healthcare costs. Consequently, the loss cost estimation process requires actuarial skill and the application of judgment and such estimates require periodic revision. As part of the reserving process, we


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review the known facts surrounding reported claims as well as historical claims data and consider the impact of various factors such as:
for reported claims, the nature of the claim and the jurisdiction in which the claim occurred;
trends in paid and incurred loss development;
trends in claim frequency and severity;
emerging economic and social trends;
trends in healthcare costs for claims involving bodily injury;
inflation and levels of employment; and
changes in the regulatory, legal and political environment.
This process assumes that past experience, adjusted for the effects of current developments and anticipated trends, is an appropriate, but not necessarily accurate, basis for predicting future events. There is no precise method for evaluating the impact of any specific factor on the adequacy of reserves, and actual results are likely to differ from original estimates. We evaluate our reserves each period and increase or decrease reserves as necessary based on our estimate of future claims

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payments. An increase to reserves has a negative effect on our results of operations in the period of increase; a reduction to reserves has a positive effect on our results of operations in the period of reduction.
Our loss reserves also may be affected by court decisions that expand liability of our policies after they have been issued. As previously discussed under the heading "Insurance Regulatory Matters," we are closely monitoring the impact of potential legislation or court decisions that could effectively expand workers' compensation coverage by establishing a presumption of compensability for certain types of workers which could result in an increase in claim frequency and severity for our workers' compensation book of business. As it relates to our exposures through our participation in Syndicate 1729 and Syndicate 6131, we are also monitoring the impact of potential legislation or court decisions that could retroactively require insurers to extend certain insurance to cover COVID-19 claims, even if the original contract excluded the cover of communicable diseases, which could result in an increase in claim frequency and severity for Syndicate 1729 and Syndicate 6131 due to an unintended increase in exposure. These attempts to date, however, have been unsuccessful. In addition, extension of statutes of limitations in some states could result in assertion of covered claims that otherwise would have been time-barred. We cannot predict the occurrence of such claim, the magnitude of any associated liability if such claims occur, or the effect of such claims on our financial results. Further, a significant jury award or series of awards against one or more of our insureds could require us to pay large sums of money in excess of our reserved amounts. Due to uncertainties inherent in the jury system, any case that is litigated to a jury verdict has the potential to incur a loss that has a material adverse effect on our results of operations.
We purchase reinsurance to mitigate the effect of large losses. Our receivable from reinsurers on unpaid losses and loss adjustment expenses represents our estimate of the amount of our reserve for losses that will be recoverable under our reinsurance programs. We base our estimate of funds recoverable upon our expectation of ultimate losses and the portion of those losses that we estimate to be allocable to reinsurers based upon the terms and conditions of our reinsurance agreements. Given the uncertainty of the ultimate amounts of our losses, our estimates of losses and related amounts recoverable may vary significantly from the eventual outcome. Also, for certain of our reinsurance agreements, we estimate premiums ceded under reinsurance agreements wherein the premium due to the reinsurer, subject to certain maximums and minimums, is based in part on losses reimbursed or to be reimbursed under the agreement. Due to the size of our reinsurance balances, changes to our estimate of the amount of reinsurance that is due to us could have a material effect on our results of operations in the period for which the change is made.
We use analytical models to assist our decision-making in key areas such as pricing and reserving and may be adversely affected if actual results differ materially from the model outputs and related analyses.
We use various modeling techniques and data analytics to analyze and estimate exposures, loss trends and other risks associated with our assets and liabilities. This includes both proprietary and third party modeled outputs and related analyses to assist us in decision-making (e.g., underwriting, pricing, claims, reserving, reinsurance and catastrophe risk) and to maintain a competitive advantage. Since there is no industry standard for assumptions and preparation of insured data for use in these models, our modeled losses may not be comparable to estimates made by other companies. The modeled outputs and related analyses from both proprietary and third parties are subject to various assumptions, uncertainties, model design errors and the inherent limitations of any statistical analysis, including those arising from the use of historical internal and industry data and assumptions. Changes in the social, judicial or economic environments in which we operate may make modeled outcomes less reliable or produce new, non-modeled risks. In addition, the effectiveness of any model can be degraded by operational risks including, but not limited to, the improper use of the model. Consequently, actual results may differ materially from our modeled results. If actual losses exceed assumptions that were made when our products were priced or our models fail to appropriately estimate the risks we are exposed to, our business, financial condition, results of operations or liquidity may be adversely affected. Furthermore, our results may be adversely affected if actual losses exceed assumptions that were made when pricing products that also include features such as an option to purchase extended reporting endorsement or "tail" coverage, which are offered at rates that are tied to expiring premiums charged. The profitability and financial condition of the Company substantially depends on the extent to which our actual experience is consistent with assumptions we use in our models and ultimate model outputs.
Weare exposed to and may face adverse developments involving mass tort claims arising from coverages provided to our insureds.
Establishing claim and claim adjustment expense reserves for mass tort claims is subject to uncertainties due to many factors, including expanded theories of liability, geographical location and jurisdiction of the lawsuits. Moreover, it is difficult to estimate our ultimate liability for such claims due to evolving judicial interpretations of various tort theories of liability and defense theories, such as federal preemption and joint and several liability, as well as the application of insurance coverage to these claims.
If market conditions cause reinsurance to be more costly or unavailable, we may be required to bear increased risk or reduce the level of our underwriting commitments.
As part of our overall risk and capacity management strategy, we purchase reinsurance for significant amounts of risk underwritten by our insurance company subsidiaries. Market conditions beyond our control determine the availability and cost of the

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reinsurance. We may be unable to maintain current reinsurance coverage or to obtain other reinsurance coverage in adequate amounts and at favorable rates. If we are unable to renew our expiring coverage or to obtain new reinsurance coverage, either our net exposure to risk would increase or, if we are unwilling to bear an increase in net risk exposures, we would need to reduce the amount of our underwritten risk.
Our claims handling could result in a bad faith claim against us.
We have been sued from time to time for allegedly acting in bad faith during our handling of a claim. The damages claimed in actions for bad faith may include amounts owed by the insured in excess of the policy limits as well as consequential and punitive damages. Awards above policy limits are possible whenever a case is taken to trial. These actions have the potential to have a material and adverse effect on our financial condition and results of operations.
If we are unable to maintain favorable financial strength ratings, it may be more difficult for us to write new business or renew our existing business.
Independent rating agencies assess and rate the claims-paying ability and the financial strength of insurers based upon criteria established by the agencies. Periodically the rating agencies evaluate us to confirm that we continue to meet the criteria of previously assigned ratings. The financial strength ratings assigned by rating agencies to insurance companies represent independent opinions of financial strength and ability to meet policyholder and debt obligations and are not directed toward the protection of equity investors.
Our principal operating subsidiaries hold favorable claims paying ratings with A.M. Best, Fitch and Moody’s. Claims-paying ratings are used by agents, brokers and customers as an important means of assessing the financial strength and quality of insurers. If our financial position deteriorates or the rating agencies significantly change the rating criteria that are used to determine ratings, we may not maintain our favorable financial strength ratings from the rating agencies. A downgrade or involuntary withdrawal of any such rating could limit or prevent us from writing desirable business.
The following table presents the claims paying ratings of our core insurance subsidiaries as of February 19, 2021.
Rating Agency (1)
A.M. Best
(www.ambest.com)
Fitch
(www.fitchratings.com)
Moody’s
(www.moodys.com)
ProAssurance Indemnity Company, Inc.A (Excellent)A- (Strong)A3
ProAssurance Casualty CompanyA (Excellent)A- (Strong)A3
ProAssurance Specialty Insurance Company, Inc.A (Excellent)A- (Strong)NR
ProAssurance Insurance Company of AmericaA (Excellent)A- (Strong)A3
Noetic Specialty Insurance CompanyA (Excellent)A- (Strong)NR
Medmarc Casualty Insurance CompanyA (Excellent)A- (Strong)NR
Lloyd's Syndicate 1729 and Syndicate 6131 (2)
A (Excellent)A- (Strong)NR
Eastern Alliance Insurance CompanyA (Excellent)A- (Strong)A3
Allied Eastern Indemnity CompanyA (Excellent)A- (Strong)A3
Eastern Advantage Assurance CompanyA (Excellent)A- (Strong)NR
Inova Re Ltd., SPCNRNRNR
Eastern Re Ltd., SPCNRNRNR
(1) NR indicates that the subsidiary has not been rated by the listed rating agency.
(2) Rating provided is the rating applicable to all Lloyd's syndicates.
In addition to the evaluation of our claims paying ability, four rating agencies (A.M. Best, S&P, Fitch and Moody’s) evaluate and rate our ability to service current debt and potential debt. These financial strength ratings reflect each agency’s independent evaluation of our ability to meet our obligation to holders of our debt, if any. While these ratings may be of greater interest to investors than our claims-paying ratings, these are not ratings of our equity securities nor a recommendation to buy, hold or sell our equity securities.
Our business could be adversely affected by the loss or consolidation of independent agents, agencies, brokers or brokerage firms.
We heavily depend on the services of independent agents and brokers in the marketing of our insurance products. We face competition from other insurance companies for their services and allegiance. These agents and brokers may choose to direct business to competing insurance companies.

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As a member of the Lloyd's market and a capital provider to Lloyd's Syndicate 1729 and Syndicate 6131 we are subject to certain risks which could affect us.
As a participant in Lloyd's Syndicates, we are subject to certain risks and uncertainties, including the following:
reliance on insurance and reinsurance brokers and distribution channels to distribute and market products;
obligation to pay levies to Lloyd's;
obligations to maintain funds to support underwriting activities and risk-based capital requirements that are assessed periodically by Lloyd's and subject to variation;
ability to maintain liquidity to fund claims payments, when due;
ability to obtain reinsurance and retrocessional coverage to protect against adverse loss activity;
reliance on ongoing approvals from Lloyd's and various regulators to conduct business, including a requirement that Annual Business Plans be approved by Lloyd's before the start of underwriting for each account year;
financial strength ratings are derived from the rating assigned to Lloyd's, although they have limited ability to directly affect the overall Lloyd's rating; and
reliance on Lloyd's trading licenses in order to underwrite business outside the U.K.
Financial
We cannot guarantee that our reinsurers will pay in a timely fashion or at all, and as a result, we could experience losses.
We transfer part of our risks to reinsurance companies in exchange for part of the premium we receive in connection with the risk. Although our reinsurance agreements make the reinsurer liable to us to the extent the risk is transferred, our liability to our policyholders remains our responsibility. Reinsurers may periodically dispute our demand for reimbursement from them based upon their interpretation of the terms of our agreements or may fail to pay us for financial or other reasons. If reinsurers refuse or fail to pay us or fail to pay on a timely basis, our financial results and/or cash flows could be adversely affected and could have a material effect on our results of operations in the period in which uncollectible amounts are identified.


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At December 31, 20172020 our receivable from reinsurers on unpaid losses and loss adjustment expenses was $336$385 million, and our receivable from reinsurers on paid losses and loss adjustment expenses was $7$14 million. and our expected credit losses associated with our reinsurance receivables (related to both paid and unpaid losses) were nominal in amount. As of December 31, 2017,2020, no reinsurer, on an individual basis, had an estimated net amount due which exceeded $29$51 million.
The impact of the COVID-19 pandemic and related general economic conditions could have a material adverse effect on our results of operations, financial position or liquidity.
The continuing global COVID-19 pandemic has impacted the global economy, financial markets and our results of operations. Because of the size and breadth of this pandemic, all of the direct and indirect consequences of COVID-19 are not yet known and may not emerge for years. Impacts to our results of operations could be widespread and material, including but not limited to, the following:
continued volatility and further disruption in global financial markets that could materially affect our investment portfolio valuations and returns;
declining interest rates which could reduce future investment results;
negative impact on premium volume due to reduced demand and decreased insured exposures due to the impact of COVID-19 on general economic activity, especially for lines of business that are sensitive to rates of economic growth and those that are impacted by audit premium adjustments;
negative impact on expense ratios due to reduced premium volume;
increases in frequency and/or severity of compensable claims, losses litigation and related expenses;
losses from COVID-19 related claims could be greater than our reserves for those losses;
government mandates and/or legislative changes in response to COVID-19, including, but not limited to: actions prohibiting an insurance company from canceling insurance policies in accordance with policy terms; requiring an insurance company to cover losses when its policies specifically excluded coverage or did not provide coverage; preventing an insurance company from filing for a rate increase; ordering an insurance company to provide premium refunds; granting premium grace periods and presumed COVID-19 compensability for all or certain occupational groups;
increased credit risk;
reduced cash flows from premium credits and from our policyholders delaying premium payments;
increased cybersecurity risk as criminals seek new ways to target shifting business models; and
business disruption to independent insurance agents and brokers.

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We are taking precautions to protect the safety and well-being of our employees while providing uninterrupted service to our policyholders and claimants. It is not possible at this time to estimate the impact that COVID-19 could have on our results of operations and financial condition, as the impact will depend on future developments, which are highly uncertain and cannot be predicted. Further, to the extent the COVID-19 pandemic adversely affects our business and financial results, it may also have the effect of heightening many of the other risks described herein.
If our businesses do not perform well, we may be required to recognize an impairment of our goodwill or intangible assets, which could have a material adverse effect on our results of operations and financial condition.
We review our definite–lived intangible assets for impairment when events or changes in circumstances indicate that the carrying value may not be recoverable from estimated future cash flows. We test goodwill and intangible assets with indefinite lives for impairment on an annual basis or upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the asset may be impaired. If we determine that such goodwill or intangible assets are impaired, we would be required to write down the goodwill or the intangible asset by the amount of the impairment, with a corresponding charge to net income (loss). Such write downs could have a material adverse effect on our results of operations or financial position.
Our claims handlinginvestment results may be impacted by changes in interest rates, U.S. monetary and fiscal policies as well as broader economic conditions.
Changes in interest rates and U.S. fiscal, monetary and trade policies as well as broader economic conditions could have a material adverse effect on our investment results. Fluctuations in the value of our investment portfolio can occur as a result of these changes. Our investment portfolio is primarily comprised of interest-earning assets, marked to fair value each period. Thus, prevailing economic conditions, particularly changes in market interest rates, may significantly affect our results of operations. Significant movements in interest rates potentially expose us to lower yields or lower asset values. Changes in market interest rate levels generally affect our net income (loss) to the extent that reinvestment yields are different than the yields on maturing securities. Changes in interest rates also can affect the value of our interest-earning assets, which are principally comprised of fixed and adjustable-rate investment securities. Generally, the values of fixed-rate investment securities fluctuate inversely with changes in interest rates.
Our investments are subject to credit, prepayment and other risks.
A significant portion of our total assets ($3.4 billion or 73%) at December 31, 2020 are financial instruments whose value can be significantly affected by economic and market factors beyond our control including, among others, the unemployment rate, the strength of the domestic housing market, the price of oil, changes in interest rates and spreads, consumer confidence, investor confidence regarding the economic prospects of the entities in which we invest, corrective or remedial actions taken by the entities in which we invest, including mergers, spin-offs and bankruptcy filings, the actions of the U.S. government and global perceptions regarding the stability of the U.S. economy. Adverse economic and market conditions could cause investment losses or impairment of our securities, which could affect our financial condition, results of operations or cash flows.
At December 31, 2020 approximately 20% of our investment portfolio was invested in mortgage and asset-backed securities. We utilize ratings determined by NRSROs (Moody’s, Standard & Poor’s and Fitch) as an element of our evaluation of the creditworthiness of our securities. The ratings are subject to error by the agencies; therefore, we may be subject to additional credit exposure should the rating be misstated.
Our asset-backed securities are also subject to prepayment risk. A prepayment is the unscheduled return of principal. When rates decline, the propensity for refinancing may increase and the period of time we hold our asset-backed securities may shorten due to prepayments. Prepayments may cause us to reinvest cash proceeds at lower yields than the retired security. Conversely, as rates increase and motivations for prepayments lessen, the period of time over which our asset-backed securities are repaid may lengthen, causing us to not reinvest cash flows at the higher available yields.
At December 31, 2020 the fair value of our state/municipal portfolio was $332.9 million (amortized cost basis of $316.0 million). While our state/municipal portfolio had a high credit rating (AA on average), which indicates a strong ability to pay, there is no assurance that there will not be a credit related event which would cause fair values to decline. An economic downturn could lessen tax receipts and other revenues in many states and their municipalities.
Our tax credit partnership interests are subject to risks related to the potential forfeiture of the tax credits and all or a portion of the previously claimed tax credits. Loss of all or a portion of the tax credits might occur if the property owner fails to meet the specified requirements of planning and constructing or, in the case of the qualified affordable housing project tax credits, fails to operate the property as required or below expected capacity. Changes to tax rates may change the expected duration of the utilization of tax credits. While this would not impact the amount of tax credits we receive, a change in duration could be impactful from an economic perspective due to the time value of money. Additionally, if tax rates were to decrease the

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value of losses embedded in our tax credits could decrease due to a lower deduction value, which would reduce the carrying value of the partnership interests and could result in an impairment. At December 31, 2020 the carrying value of our tax credit partnership interests was approximately $27.7 million.
In a bad faith claim against us.period of market illiquidity and instability, the fair values of our investments are more difficult to assess, and our assessments may prove to be greater or less than amounts received in actual transactions.
At December 31, 2020 and in accordance with applicable GAAP, we valued 96% of our investments at fair value and the remaining 4% at cost, equity, or cash surrender value. See Notes 1, 2 and 3 of the Notes to Consolidated Financial Statements for additional information.
We determine the fair value of our investments using quoted exchange or over-the-counter prices, when available. At December 31, 2020, we valued approximately 12% of our investments in this manner. When exchange or over-the-counter quotes are not available, we estimate fair values based on broker dealer quotes and various other valuation methodologies, which may require us to choose among various input assumptions and utilize judgment. At December 31, 2020, approximately 77% of our investments were valued in this manner. When markets exhibit significant volatility, there is more risk that we may utilize a quoted market price, broker dealer quote, valuation technique or input assumption that results in a fair value estimate that is either over or understated as compared to actual amounts that would be received upon disposition of the security. At December 31, 2020, approximately 7% of our investments are investment funds which measure fund assets at fair value on a recurring basis and provide us with a NAV for our interest. As a practical expedient, we consider the NAV provided to approximate the fair value of the interest. NAV is provided by the asset managers, and in some cases, estimates are used for valuation and are subject to variations depending on those estimates. Our funds valued at NAV have various redemption requirements and lock-up provisions (see Note 2 of the Notes to Consolidated Financial Statements for further information).
Our ability to issue additional debt or letters of credit or other types of indebtedness on terms consistent with current debt is subject to market conditions, economic conditions at the time of proposed issuance, results of ratings reviews and the inclusion in certain bond indices of past and future issues. Also, certain of our current debt agreements and loans include financial covenants, and the issuance of debt by one of our insurance subsidiaries requires regulatory approval, both of which may limit or prohibit the issuance of additional debt.
Our Revolving Credit Agreement, which expires in November 2024, permits borrowings of up $300 million. The agreement requires that our consolidated debt to capital ratio (0.17 to 1.0 at December 31, 2020) be 0.35 to 1.0 or less and that we maintain a minimum net worth of $1 billion which represented 65% of consolidated shareholders' equity, excluding AOCI, determined as of June 30, 2019.
During 2017, two of our insurance subsidiaries entered into ten-year mortgage loans. These mortgage loans require each of the subsidiaries to have a leverage ratio of consolidated funded debt to consolidated total capitalization (principally, SAP consolidated net worth plus consolidated funded debt) be 0.35 to 1.0 or less. Furthermore, our insurance subsidiaries must obtain regulatory approval before incurring additional debt.
During 2013, we issued $250 million of unsecured Senior Notes Payable due in 2023 at a 5.3% interest rate. There is no guarantee that additional debt could be issued on similar terms in the future as rates available to us may change due to changes in the economic climate, or shifts in the yield curve may occur, or an increase in our level of debt may result in rating agencies lowering our debt rating.
The interest rates on our Mortgage Loans and Revolving Credit Agreement are priced using a spread over LIBOR, which may be phased out in the future.
LIBOR is the basic rate of interest used in lending between banks on the London interbank market and is widely used as a reference for setting interest rates on loans globally. The terms of certain of our debt agreements include interest rates which are calculated based on LIBOR.
On July 27, 2017, the United Kingdom’s Financial Conduct Authority, which regulates LIBOR, announced that it intends to phase out LIBOR by the end of 2021. It is unclear if at that time whether or not LIBOR will cease to exist or if new methods of calculating LIBOR will be established such that it continues to exist after 2021. On November 30, 2020, the U.S. Federal Reserve announced that it intends for all contracts written with LIBOR benchmarks to end on or before June 30, 2023. The U.S. Federal Reserve, in conjunction with the Alternative Reference Rates Committee, a steering committee comprised of large U.S. financial institutions, announced the replacement of U.S. dollar LIBOR with a new index calculated by short-term repurchase agreements, backed by U.S. Treasury securities called the Secured Overnight Financing Rate (“SOFR”). The first publication of SOFR was released in April 2018 and was subsequently codified by the FASB in October 2018. The updated codification added the overnight index swap rate ("OIS") based on the SOFR to the list of U.S. benchmark interest rates that are eligible to be hedged. During 2020, the FASB issued guidance intended to assist stakeholders during the market-wide reference rate transition period and is effective for a limited period between March 12, 2020 and December 31, 2022. The guidance provides optional

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expedients and exceptions for applying GAAP to contracts, hedging relationships and other transactions that reference LIBOR or another reference rate that is expected to be discontinued because of reference rate reform.
We have been suedexposure to LIBOR-based financial instruments through our variable rate Mortgage Loans and Revolving Credit Agreement; however, these agreements include provisions for an alternative benchmark rate if LIBOR ceases to exist which do not materially change our liability exposure. Additionally, we have exposure to LIBOR in our available-for-sale fixed maturities portfolio which represented approximately 6% of our total investments, or $191 million, as of December 31, 2020; 34% of these investments with exposure to LIBOR were issued during 2020 or 2019 and include provisions for an alternative benchmark rate. Optional expedients for contract modifications include a prospective adjustment that does not require contract remeasurement or reassessment of a previous accounting determination; therefore, the modified contract is accounted for as a continuation of the existing contract. At this time, we cannot predict the overall effect of the modification or discontinuation of LIBOR or the establishment of alternative benchmark rates.
Resolution of uncertain tax matters and changes in tax laws or taxing authority interpretations of tax laws could result in actual tax benefits or deductions that are different than we have estimated, both with regard to amounts recognized and the timing of recognition. Such differences could affect our results of operations or cash flows.
Our provision for income taxes, our recorded tax liabilities and net deferred tax assets, including any valuation allowances, are recorded based on estimates. These estimates require us to make significant judgments regarding a number of factors, including, among others, the applicability of various federal and state laws, the interpretations given to those tax laws by taxing authorities, courts and the Company, the timing of future income and deductions, and our expected levels and sources of future taxable income. We believe our tax positions are supportable under current tax laws and that our estimates are prepared in accordance with GAAP. Additionally, from time to time, for allegedly actingdue to changes in bad faith duringeconomic and/or political conditions, there are changes in tax laws and interpretations of tax laws which could significantly change our handling of a claim. The damages claimed in actions for bad faith may include amounts owed by the insured in excessestimates of the policy limitsamount of tax benefits or deductions expected to be available to us in future periods. Specifically, changes in federal tax law as well as consequentiala result of the TCJA included a reduction in the U.S. corporate income tax rate, changes to the cost of cross border reinsurance, changes to the overall tax base and punitive damages. Awards above policy limits are possible whenever a case is takenlimitation on the deductibility of certain executive compensation in future periods. Changes to trial. These actions haveour prior estimates in these cases would be reflected in the potential to have a materialperiod changed and adverse effect on our financial condition and results of operations.
Changes in healthcare policy could have a material effect on our operations.
The ACA was enacted in March 2010,effective tax rate, financial position, results of operations and many but not all of its provisions have become effective. To date, we do not believe thatcash flows. As the primary provisions of ACA have directly affected our business. However, regulations to implement the law may be revised and the effect of currently enacted provisions may evolve over time. Specifically, presidential and congressional electionsCompany has reinsurance operations domiciled in the Cayman Islands, changes in the tax laws of the Cayman Islands as well as the change in U.S. federal tax law as a result of the TCJA regarding outbound cross border affiliate reinsurance could result in significant changes in,the loss of profitability of that business.
We are subject to U.S. federal and uncertainty with respect to, legislation, regulationvarious state income taxes as well as U.K. related taxes. We are periodically under examination by federal, state and government policy. While it is not possible to predict whether and when any such changes will occur, recent proposals discussed by the current U.S. administration included the repeal or material amendment of the ACA. Thus, the ACA may yet have unanticipated or indirect effects on our business or alter the risk and cost environments in which welocal authorities regarding income tax matters, and our insureds operate. These risks include: further increasestax positions could be successfully challenged; the costs of defending our tax positions could be considerable. Our estimate of our potential liability for known uncertain tax positions is reflected in the numberour financial statements. As of physicians choosing to practice asDecember 31, 2020 we had a partnet deferred tax asset of approximately $57.1 million and a larger healthcare organization that utilizesnet federal income tax receivable of approximately $18.9 million, which included a self-insurance or alternative risk management solutionliability for its HCPL needs; useunrecognized current tax benefits of electronic medical records may lead to additional medical malpractice litigation or increase the cost of litigation; patient dissatisfaction may increase due to greater strain on the patient-physician relationship; overall healthcare costs may increase which would increase loss costs for claims involving bodily injury; and additional health conditions may be identified as work-related which could increase the number of workers' compensation claims. Conversely, it is anticipated that there will be growth in the number of ancillary healthcare providers that will become customers for HCPL products. We are unable to predict with any certainty the effect that ACA or future related legislation will have on our insureds or our business.$5.2 million.
Operational
Changes due to financial reform legislation could have a material effect on our operations.
The U.S. federal government generally has not directly regulated the insurance industry except for certain areas of the market, such as insurance for flood, nuclear and terrorism risks. However, the federal government has undertaken initiatives or considered legislation in several areas that may affect the insurance industry. The Dodd-Frank Act was enacted in July 2010 and established additional regulatory oversight of financial institutions. While regulations are still in development for various portions ofinstitutions (see previous discussion under the Dodd-Frank Act,heading "Insurance Regulatory Matters"). Our business could be affected by changes to date the Act has not materially affected our business. As detailed regulations are developed to implement the provisions of the Dodd-Frank Act, there may be changes in the regulatory environment that affect the way we conduct our operations or the cost of regulatory compliance, or both. We are unable to predict with any certainty the effect that the Dodd-Frank Act will have on our business.
One of the federal government bodies created by the Dodd-Frank Act was the FIO which, in December 2013, released a proposal on insurance modernization and improvement of theU.S. system of insurance regulation including legislative or regulatory requirements imposed by or promulgated in the U.S. Although the FIO is prohibited from directly regulating the business of insurance, it has authority to represent the U.S. in international insurance matters and has limited power to preempt certain types of state insurance laws. The proposal advocates significantly greater federal involvement in insurance regulation and identifies necessary reforms by the states to preclude further consideration of direct federal regulation. While the proposal does not necessarily imply that the federal government will displace state regulation completely, it does recommend more of a hybrid approach to insurance regulation. We cannot predict whether the proposals will be adopted or what impact, if any, enacted laws may have on our business, financial condition or results of operations.
During 2017, the U.S. House of Representatives passed the Financial CHOICE Act, which would amend or repeal certain regulations inconnection with the Dodd-Frank Act, specifically modifying provisions related to insurance regulation. This proposed legislation is now being considered by the U.S. Senate. Revisions include the consolidation of two conflicting federal insurance positions into a single position established to advocate for the U.S. insurance industry at domestic and international levels, while preserving the traditional state-based system of insurance regulation. We are unable to predict with any certainty the effect that the Financial CHOICE Act, if passed, will have on our business.Act.
The passage of tort reform or other legislation, and the subsequent review of such laws by the courts could have a material impact on our operations.
Tort reforms generally restrictprotect the abilityrights of a plaintiff to recover damagesdefendant by, among other limitations, eliminating certain claims that may be heard in a court, limiting the amount or types of damages, changing statutes of limitation or the period of time to make a claim, and limiting venue or court selection. A number of states in which we do business previously enacted tort reform legislation in an effort to reduce escalating loss trends.


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Challenges to tort reform have been undertaken in most states where tort reforms have been enacted, and in some states the reforms have been fully or partially overturned. Additional challenges to tort reform may be undertaken. We cannot predict with any certainty how state appellate courts will rule on these laws. While the effects of tort reform have been generally beneficial to our business in states where these laws have been enacted, there can be no assurance that such reforms will be

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ultimately upheld by the courts. Furthermore, if tort reforms are effective, the business of providing professional liability insurance may become more attractive, thereby causing an increase in competition. In addition, the enactment of tort reforms could be accompanied by legislation or regulatory actions that may be detrimental to our business because of expected benefits which may or may not be realized. These expectations could result in regulatory or legislative action limiting the ability of professional liability insurers to maintain rates at adequate levels.
Coverage mandates or other expanded insurance requirements could also be imposed. States may also consider state-sponsored insurance entities that could remove our potential insureds from the private insurance market.
We continue to monitor developments on a state-by-state basis and make business decisions accordingly.
Our performance is dependent on the business, economic, regulatory and legislative conditions of states where we have a significant amount of business.
Our top five states, Pennsylvania, Alabama, Indiana, Texas and Michigan, represented 41%39% of our direct premiums written for the year ended December 31, 2017.2020. Moreover, on a combined basis, Pennsylvania, Alabama and Indiana accounted for 32%28% of our direct premiums written for each of the years ended December 31, 2017, 20162020, 2019 and 2015.2018. Unfavorable business, economic or regulatory conditions in any of these states could have a disproportionately greater effect on us than they would if we were less geographically concentrated.
From time to time we may identify opportunities for growth through acquisitions. However, approval of acquisitions may not be granted or conditions of approval may adversely alter the expected value and benefits of the acquisition. In addition, expected benefits from acquisitions may not be achieved or may be delayed longer than expected.
Growth through the acquisition of other companies or books of business is opportunistic and sporadic. If we are able to identify a target for acquisition, state insurance regulation concerning change or acquisition of control could delay or prevent us from completing the acquisition. State insurance regulatory codes provide that the acquisition of “control” of a domestic insurer or of any person that directly or indirectly controls a domestic insurer cannot be consummated without the prior approval of the domiciliary insurance regulator. There is no assurance that we will receive such approval from the respective insurance regulator or that such approvals will not be conditioned in a manner that materially and adversely affects the aggregate economic value and business benefits expected to be obtained and cause us to not complete the acquisition.
The Company performs thorough due diligence before agreeing to a merger or acquisition; however, there is no guarantee that the procedures we perform will adequately identify all potential weaknesses or liabilities of the target company or potential risks to the consolidated entity.
There is also no guarantee that businesses acquired in the future will be successfully integrated. Ineffective integration of our businesses and processes may result in substantial costs or delays and adversely affect our ability to compete. The process of integrating an acquired company or business can be complex and costly and may create unforeseen operating difficulties and expenditures. Potential problems that may arise include but are not limited to: business disruption, loss of customers and employees,including the ineffective integration of underwriting, risk management, claims handling, finance, information technology and actuarial practices and the design and operation of internal controls over financial reporting. Difficulties integrating an increaseacquired business may also result in the inherent uncertaintyacquired business performing differently than we expected including the loss of reserve estimates for a periodcustomers or in our failure to realize anticipated growth or expense-related efficiencies. We could be adversely affected by the acquisition due to unanticipated performance issues and additional expense, unforeseen or adverse changes in liabilities, including liabilities arising from events prior to the acquisition or that were unknown to us at the time of time until stable trends reestablish themselves within the combined organization,acquisition, transaction-related charges, diversion of management time and resources to acquisition integration challenges, the cultural challenges associated with integratingloss of key employees, increased operating costs, assumptionregulatory requirements, exposure to tax liabilities, exposure to pension liabilities, amortization of greater than expected liabilities,expenses related to intangibles, and charges for impairment of assets or inability to achieve cost savings.goodwill.
Furthermore, claims may be asserted by either the policyholders or shareholders of any acquired entity related to payments or other issues associated with the acquisition and merger into the consolidated entity. Such claims may prove costly or difficult to resolve or may have unanticipated consequences.
There are numerous risks and uncertainties around the Company's planned acquisition of NORCAL.
On February 20, 2020 we entered into a definitive agreement to acquire NORCAL, an underwriter of medical professional liability insurance, subject to the demutualization of NORCAL Mutual, NORCAL's ultimate controlling party. See Note 9 of the Notes to Consolidated Financial Statements for further information. If consummated, the transaction will provide strategic and financial benefits including additional scale and geographic diversification in the physician professional liability market and is expected to be accretive to earnings over time; nevertheless, there are numerous risks and uncertainties around the transaction. The completion of our businesses doplanned acquisition of NORCAL is subject to a number of conditions, including required regulatory approvals. The failure to satisfy all the required conditions could prevent the acquisition from occurring. In addition, regulators could impose additional requirements or obligations as conditions for their approval. We can provide no assurance that we will obtain the necessary approvals within the estimated timeframe or at all, or that any such requirements that are

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imposed by regulators would not performresult in the termination of the transaction. Investors’ reactions to a failure to complete the acquisition of NORCAL, including possible speculation about alternative uses of capital, may cause volatility in our stock price. A failure to complete a proposed transaction of this nature could also result in litigation by ProAssurance stockholders or by NORCAL or its policyholders asserting monetary harm due to the failure of the transaction.
In addition, even if we complete the proposed NORCAL acquisition, we may not be able to successfully integrate NORCAL into our business and therefore may not be able to achieve expected synergies. Furthermore, the significant disruptions on global financial markets as a result of the COVID-19 pandemic could impact the future operating performance of NORCAL negatively, as well as negatively impact the fair value of its assets and liabilities. Therefore, our liquidity may be adversely impacted should NORCAL's operating performance deteriorate, requiring our holding company to infuse capital into NORCAL or preventing the ability to distribute capital from NORCAL to our holding company due to regulatory restrictions or other reasons.
In early 2021, we plan to finance a portion of our acquisition of NORCAL. Our ability to arrange additional financing or refinancing will depend on, among other factors, our financial position and performance, as well as prevailing market conditions and other factors beyond our control. There can be no assurance that we will be able to obtain additional financing or refinancing, if needed, on terms acceptable to us or at all. If we are not able to access capital on acceptable terms, we may encounter difficulty funding the transaction, our business requirements, including debt repayments when they become due, or both. In addition, due to the impacts of the COVID-19 pandemic, we could experience loss of revenue and profits due to delayed payments or insolvency of insureds facing liquidity issues as well as lower yields on our investment portfolio. As a result, we may be compelled to take additional measures to preserve our cash flow, including the reduction of operating expenses or reduction or suspension of dividend payments, at least until the impacts of the COVID-19 pandemic improve. Further, the COVID-19 pandemic’s potential disruption to our business operations may require us to access our Revolving Credit Agreement which we have anticipated utilizing to partially fund the NORCAL transaction. Thus, we may be required to recognize an impairmentraise additional financing to fund working capital, capital expenditures, acquisitions or other general corporate requirements.
Increased levels of indebtedness associated with the NORCAL transaction or due to meeting our goodwill or intangible assets, whichoperational needs could make us more vulnerable to general adverse economic, regulatory and industry conditions in a period of uncertainty and volatility. This indebtedness could have a material adversethe effect, onamong other things, of reducing our resultsflexibility to respond to changing business and economic conditions and increasing interest expense. The increased levels of operationsindebtedness following completion of the acquisition could also reduce funds available for working capital, capital expenditures, acquisitions and financial condition.
We review our definite–lived intangible assets for impairment when events or changes in circumstances indicate that the carrying valueother general corporate purposes and may not be recoverable from estimated future cash flows. We test goodwill and intangible assetscreate competitive disadvantages relative to other companies with indefinite lives for impairment at least annually.lower debt levels. If we determine that such goodwilldo not achieve the expected benefits and cost savings from the NORCAL acquisition, or intangible assets are impaired, we would be required to write downif the goodwill or the intangible asset by the amountfinancial performance of the impairment, with a corresponding charge to net income. Such write downs could have a material adverse effect on our results of operations or financial position.


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If we are unable to maintain favorable financial strength ratings, it may be more difficult for us to write new business or renew our existing business.
Independent rating agencies assess and rate the claims-paying ability and the financial strength of insurers based upon criteria established by the agencies. Periodically the rating agencies evaluate us to confirm that we continue tocombined company does not meet the criteria of previously assigned ratings. The financial strength ratings assigned by rating agencies to insurance companies represent independent opinions of financial strength and ability to meet policyholder and debt obligations and are not directed toward the protection of equity investors.
Our principal operating subsidiaries hold favorable claims paying ratings with A.M. Best, Fitch and Moody’s. Claims-paying ratings are used by agents, brokers and customers as an important means of assessing the financial strength and quality of insurers. If our financial position deteriorates or the rating agencies significantly change the rating criteria that are used to determine ratings, we may not maintain our favorable financial strength ratings from the rating agencies. A downgrade or involuntary withdrawal of any such rating could limit or prevent us from writing desirable business.
The following table presents the claims paying ratings of our core insurance subsidiaries as of February 16, 2018.
Rating Agency (1)
A.M. Best
(www.ambest.com)
Fitch
(www.fitchratings.com)
Moody’s
(www.moodys.com)
ProAssurance Indemnity Company, Inc.A+ (Superior)A (Strong)A2
ProAssurance Casualty CompanyA+ (Superior)A (Strong)A2
ProAssurance Specialty Insurance Company, Inc.A+ (Superior)A (Strong)NR
Podiatry Insurance Company of AmericaA+ (Superior)A (Strong)A2
PACO Assurance Company, Inc.A- (Excellent)A (Strong)NR
Noetic Specialty Insurance CompanyA+ (Superior)A (Strong)NR
Medmarc Casualty Insurance CompanyA+ (Superior)A (Strong)NR
Lloyd's Syndicate 1729 and Syndicate 6131 (2)
A (Excellent)AA- (Strong)NR
Eastern Alliance Insurance CompanyA (Excellent)A (Strong)A3
Allied Eastern Indemnity CompanyA (Excellent)A (Strong)A3
Eastern Advantage Assurance CompanyA (Excellent)A (Strong)NR
Eastern Re Ltd., SPCA (Excellent)NRNR
(1) NR indicates that the subsidiary has not been rated by the listed rating agency.
(2) Rating provided is the rating applicable to all Lloyd's syndicates.
Three rating agencies evaluate and ratecurrent expectations, our ability to service current debt and potential debt. These financial strength ratings reflect each agency’s independent evaluation of our ability to meet our obligation to holders of our debt, if any. While these ratingsindebtedness may be adversely impacted.
Any of greater interest to investors than our claims-paying ratings, these are not ratings of our equity securities nor a recommendation to buy, hold or sell our equity securities.
Our businessevents could bematerially adversely affected by the loss or consolidation of independent agents, agencies, or brokers or brokerage firms.
We heavily depend on the services of independent agents and brokers in the marketing of our insurance products. We face competition from other insurance companies for their services and allegiance. These agents and brokers may choose to direct business to competing insurance companies.
Our success is dependent upon our ability to effectively design and executeaffect our business, strategy.
The Company depends upon the skillfinancial condition, results of operations, cash flows, liquidity and work product of our officers and employees in executing our business strategy. While management and the Board monitor the strategic direction of the Company, strategic changes could be made that are not supportable by our capital base.stock price.
Our success is dependent upon our ability to adequately and appropriately serve our customers.
The operations of the Company are heavily dependent upon the delivery of superior customer service across a broad customer base, by which negative feedback from agents, brokers, insureds or internal staff could result in a loss of revenue for the Company.


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Our business could be affected by the loss of one or more of our senior executives.
We are heavily dependent upon our senior management, and the loss of services of our senior executives could adversely affect our business. Our success has been, and will continue to be, dependent on our ability to retain the services of existing key employees and to attract and retain additional qualified personnel in the future. The loss of the services of key employees or senior managers, or the inability to identify, hire and retain other highly qualified personnel in the future, could adversely affect the quality and profitability of our business operations.
Our Board regularly reviews succession planning relating to our Chief Executive Officer as well as other senior officers. Mr. Starnes, our Chief Executive Officer and President, executed an amendment to his employment agreement effective June 1, 2017, which extends his service 5 years from the date of the agreement.
Provisions in our charter documents, Delaware law and state insurance law may impede attempts to replace or remove management or may impede a takeover, which could adversely affect the value of our common stock.
Our certificate of incorporation, bylaws and Delaware law contain provisions that may have the effect of inhibiting a non-negotiated merger or other business combination. WeAs of December 31, 2020, we currently have no preferred stock outstanding, and no present intention to issue any shares of preferred stock.outstanding. In addition, our Corporate Governance Principles provide that the Board, subject to its fiduciary duties, will not issue any series of preferred stock for any defense or anti-takeover purpose, for the purpose of implementing any stockholders rights plan, or with features intended to make any acquisition more difficult or costly without obtaining stockholder approval. However, because the rights and preferences of any series of preferred stock may be set by the Board in its sole discretion, the rights and preferences of any such preferred stock may be superior to those of our common stock and thus may adversely affect the rights of the holders of common stock.
The voting structure of common stock and other provisions of our certificate of incorporation are intended to encourage a person interested in acquiring us to negotiate with and to obtain the approval of the Board in connection with a transaction. However, certain of these provisions may discourage our future acquisition, including an acquisition in which stockholders might otherwise receive a premium for their shares. As a result, stockholders who might desire to participate in such a transaction may not have the opportunity to do so.

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In addition, state insurance laws provide that no person or entity may directly or indirectly acquire control of an insurance company unless that person or entity has received approval from the insurance regulator. An acquisition of control of ProAssurance would be presumed if any person or entity acquires 10% (5% in Alabama) or more of our outstanding common stock, unless the applicable insurance regulator determines otherwise. These provisions apply even if the offer may be considered beneficial by stockholders.
We are a holding company and are dependent on dividends and other payments from our operating subsidiaries, which may be subject to dividend restrictions.
We are a holding company whose principal source of fundsexternal revenue is our investment revenues. In addition, cash dividends and other permitted payments from operating subsidiaries.subsidiaries represent another source of funds. If our subsidiaries are unable to make payments to us, or are able to pay only limited amounts, we may be unable to make payments on our indebtedness, meet other holding company financial obligations, or pay dividends to shareholders. The payment of dividends by these operating subsidiaries is subject to restrictions set forth in the insurance laws and regulations of their respective states of domicile, as discussed in Item I under the heading "Insurance Regulatory Matters."
Regulatory requirements or changes to regulatory requirements could have a material effect on our operations.
Our insurance businesses are subject to extensive regulation by state insurance authorities in each state in which they operate. Regulation is intended for the benefit of policyholders rather than shareholders. In addition to the amount of dividends and other payments that can be made to a holding company by insurance subsidiaries, these regulatory authorities have broad administrative and supervisory power relating to:
licensing requirements;
trade practices;
capital and surplus requirements;
investment practices; and
rates charged to insurance customers.
These regulations may impede or impose burdensome conditions on rate changes or other actions that we may desire to take in order to enhance our results of operations. In addition, we may incur significant costs in the course of complying with regulatory requirements. Most states also regulate insurance holding companies like us in a variety of matters such as acquisitions, solvency and risk assessment, changes of control and the terms of affiliated transactions.


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Also, certain states sponsor insurance entities which affect the amount and type of liability coverages purchased in the sponsoring state. Changes to the number of state sponsored entities of this type could result in a large number of insureds changing the amount and type of coverage purchased from private insurance entities such as ProAssurance.
We own a subsidiarytwo subsidiaries domiciled in the Cayman Islands and subject to the laws of the Cayman Islands and regulations promulgated by the CIMA. Failure to comply with these laws, regulations and requirements could result in consequences ranging from a regulatory examination to a regulatory takeover of our Cayman subsidiary,Islands subsidiaries, which could potentially impact profitability of alternative market solutions offered through this subsidiary.these subsidiaries.
Syndicate 1729 and Syndicate 6131 are regulated in the U.K. by the Prudential Regulation Authority and the Financial Conduct Authority. All Lloyd's Syndicates must also comply with the bylaws and regulations established by the Council of Lloyd's. Failure to comply with bylaws and regulations could affect our ability to underwrite as a Lloyd's Syndicate in the future and therefore affect our profitability. Changes in bylaws and regulations could also affect the profitability of the operations.
TheEffective January 1, 2016, the European Union's executive body, the European Commission, has implemented new capital adequacy and risk management regulations called Solvency II that apply to businesses within the European Union. Solvency II became effective January 1, 2016. Syndicate 1729 and Syndicate 6131 follow the Solvency II compliance guidelines set out by the Council of Lloyd's.
As a member of the Lloyd's market and a capital provider to Lloyd's Syndicate 1729 and Syndicate 6131 we are subject to certain risks which could affect us.
As a participant in Lloyd's of London, Lloyd's Syndicates are subject to certain risks and uncertainties, including the following:
reliance on insurance and reinsurance brokers and distribution channels to distribute and market products;
obligation to pay levies to Lloyd's;
obligations to maintain funds to support underwriting activities and risk-based capital requirements that are assessed periodically by Lloyd's and subject to variation;
ability to maintain liquidity to fund claims payments, when due;
ability to obtain reinsurance and retrocessional coverage to protect against adverse loss activity;
reliance on ongoing approvals from Lloyd's and various regulators to conduct business, including a requirement that Annual Business Plans be approved by Lloyd's before the start of underwriting for each account year;
financial strength ratings are derived from the rating assigned to Lloyd's, although they have limited ability to directly affect the overall Lloyd's rating; and
reliance on Lloyd's trading licenses in order to underwrite business outside the U.K.
The assessments that we are required to pay to state associations may increase or our participation in mandatory risk retention pools could be expanded and our results of operations and financial condition could suffer as a result.
Each state in which we operate has separate insurance guaranty fund laws requiring admitted property and casualty insurance companies doing business within their respective jurisdictions to be members of their guaranty associations. These associations are organized to pay covered claims (as defined and limited by the various guaranty association statutes) under insurance policies issued by insurance companies that have become insolvent. Most guaranty association laws enable the associations to make assessments against member insurers to obtain funds to pay covered claims after a member insurer becomes insolvent. These associations levy assessments (up to prescribed limits) on all member insurers in a particular state on the basis of the proportionate share of the premiums written by member insurers in the covered lines of business in that state. Maximum assessments generally vary between 1% and 2% of annual premiums written by a member in that state. Some states

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permit member insurers to recover assessments paid through surcharges on policyholders or through full or partial premium tax offsets, while other states permit recovery of assessments through the rate filing process. We had no significant guaranty fund recoupments or assessments in 2017, 20162020, 2019 or 2015.2018. Our practice is to accrue for insurance insolvencies when notified of assessments. We are not able to reasonably estimate assessments or develop a meaningful range of possible assessments prior to notice because the guaranty funds do not provide sufficient information for development of such estimates or ranges.
Certain states in which we write workers’ compensation insurance have established administrative and/or second injury funds that levy assessments against insurers that write business in their state. The assessments are generally based on an insurer’s proportionate share of premiums or losses in a particular state, and the assessment rate can vary from year to year.
Risk pooling mechanisms have been established in certain states that offer insurance coverage to individuals or entities who are otherwise unable to purchase coverage from private insurers. Authorized property and casualty insurers in these states are generally required to share in the underwriting results of these pooled risks, which are typically adverse. Should our


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mandatory participation in such pools be increased or if the assessments from such pools increased, our results of operations and financial condition would be negatively affected, although that was not the case in 2017, 20162020, 2019 or 2015.
Our investment results will fluctuate as interest rates change.
Our investment portfolio is primarily comprised of interest-earning assets, marked to fair value each period. Thus, prevailing economic conditions, particularly changes in market interest rates, may significantly affect our results of operations. Significant movements in interest rates potentially expose us to lower yields or lower asset values. Changes in market interest rate levels generally affect our net income to the extent that reinvestment yields are different than the yields on maturing securities. Changes in interest rates also can affect the value of our interest-earning assets, which are principally comprised of fixed and adjustable-rate investment securities. Generally, the values of fixed-rate investment securities fluctuate inversely with changes in interest rates. Interest rate fluctuations could affect our stockholders’ equity, income and/or cash flows.
Our investments are subject to credit, prepayment and other risks.
A significant portion of our total assets ($3.7 billion or 75%) at December 31, 2017 are financial instruments whose value can be significantly affected by economic and market factors beyond our control including, among others, the unemployment rate, the strength of the domestic housing market, the price of oil, changes in interest rates and spreads, consumer confidence, investor confidence regarding the economic prospects of the entities in which we invest, corrective or remedial actions taken by the entities in which we invest, including mergers, spin-offs and bankruptcy filings, the actions of the U.S. government, and global perceptions regarding the stability of the U.S. economy. Adverse economic and market conditions could cause investment losses or OTTIs of our securities, which could affect our financial condition, results of operations, or cash flows.
At December 31, 2017 approximately 9% of our investment portfolio was invested in mortgage and asset-backed securities. We utilize ratings determined by NRSROs (Moody’s, Standard & Poor’s, and Fitch) as an element of our evaluation of the creditworthiness of our securities. The ratings are subject to error by the agencies; therefore, we may be subject to additional credit exposure should the rating be misstated.
Our asset-backed securities are also subject to prepayment risk. A prepayment is the unscheduled return of principal. When rates decline, the propensity for refinancing may increase and the period of time we hold our asset-backed securities may shorten due to prepayments. Prepayments may cause us to reinvest cash proceeds at lower yields than the retired security. Conversely, as rates increase, and motivations for prepayments lessen, the period of time over which our asset-backed securities are repaid may lengthen, causing us to not reinvest cash flows at the higher available yields.
At December 31, 2017 the fair value of our state/municipal portfolio was $632.2 million (amortized cost basis of $618.4 million). While our state/municipal portfolio had a high credit rating (AA on average), which indicates a strong ability to pay, there is no assurance that there will not be a credit related event which would cause fair values to decline. An economic downturn could lessen tax receipts and other revenues in many states and their municipalities. Prospectively, with U.S. corporate tax rates decreasing, the overall attractiveness of owning municipal bonds may decline and impact the market valuations.
Our tax credit partnership interests are subject to risks related to the potential forfeiture of the tax credits and all or a portion of the previously claimed tax credits. Loss of all or a portion of the tax credits might occur if the property owner fails to meet the specified requirements of planning and constructing or, in the case of the qualified affordable housing project tax credits, fails to operate the property as required or below expected capacity. Prospectively, with U.S. corporate tax rates decreasing, the utilization of our tax credits may take longer than anticipated. While this would not impact the amount of tax credits we receive, a delay in recognition could be impactful from an economic perspective due to the time value of money. Additionally, the value of losses embedded in our tax credits could decrease due to a lower deduction value, which would reduce the carrying value of the partnership interests and could result in an OTTI. At December 31, 2017 the carrying value of our tax credit partnership interests was approximately $90.7 million.
In a period of market illiquidity and instability, the fair values of our investments are more difficult to assess and our assessments may prove to be greater or less than amounts received in actual transactions.
In accordance with applicable GAAP, we value 94% of our investments at fair value and the remaining 6% at cost, equity, or cash surrender value. See Notes 1, 2 and 3 of the Notes to Consolidated Financial Statements for additional information.
We determine the fair value of our investments using quoted exchange or over-the-counter prices, when available. At December 31, 2017, we valued approximately 24% of our investments in this manner. When exchange or over-the-counter quotes are not available, we estimate fair values based on broker dealer quotes and various other valuation methodologies, which may require us to choose among various input assumptions and which requires us to utilize judgment. At December 31, 2017 approximately 64% of our investments were valued in this manner. When markets exhibit significant volatility, there is more risk that we may utilize a quoted market price, broker dealer quote, valuation technique or input assumption that results in


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a fair value estimate that is either over or understated as compared to actual amounts that would be received upon disposition of the security. At December 31, 2017 approximately 6% of our investments are investment funds which measure fund assets at fair value on a recurring basis and provide us with a NAV for our interest. As a practical expedient, we consider the NAV provided to approximate the fair value of the interest. NAV is provided by the asset managers and in some cases estimates are used for valuation and are subject to variations depending on those estimates.2018.
Our Board may decide that our financial condition does not allow the continued payment of a quarterly cash dividend, or requires that we reduce the amount of our quarterly cash dividend.
Our Board approved a cash dividend policy in September 2011, and we most recently paid a $5.00$0.05 per share dividend for the three months ended December 31, 2017, which included a $4.69 special dividend.2020. However, any decision to pay future cash dividends is subject to the Board’s final determination after a comprehensive review of the Company’s financial performance, future expectations and other factorsdeemed relevant by the Board.
Our ability to issue additional debt or letters of credit or other types of indebtedness on terms consistent with current debt is subject to market conditions, economic conditions at the time of proposed issuance, results of ratings reviews and the inclusion in certain bond indices of past and future issues. Also, certain of our current debt agreements and loans require a specific debt to capital ratio, and the issuance of debt by one of our insurance subsidiaries requires regulatory approval, both of which may limit or prohibit the issuance of additional debt.
During 2013, we issued $250 million of unsecured Senior Notes Payable due in 2023 at a 5.3% interest rate. There is no guarantee that additional debt could be issued on similar terms in the future as rates available to us may change due to changes in the economic climate or shifts in the yield curve may occur or an increase in our level of debt may result in rating agencies lowering our debt rating. Additionally, our Revolving Credit Agreement requires that our consolidated debt to capital ratio (0.21 to 1.0 at December 31, 2017) be 0.35 to 1.0 or less.
During 2017, two of our insurance subsidiaries entered into ten-year mortgage loans. These mortgage loans require each of the subsidiaries to have a leverage ratio of consolidated funded debt to consolidated total capitalization (principally, SAP consolidated net worth plus consolidated funded debt) be 0.35 to 1.0 or less. Furthermore, our insurance subsidiaries must obtain regulatory approval before incurring additional debt.
Resolution of uncertain tax matters and changes in tax laws or taxing authority interpretations of tax laws could result in actual tax benefits or deductions that are different than we have estimated, both with regard to amounts recognized and the timing of recognition. Such differences could affect our results of operations or cash flows.
Our provision for income taxes, our recorded tax liabilities and net deferred tax assets, including any valuation allowances, are recorded based on estimates. These estimates require us to make significant judgments regarding a number of factors, including, among others, the applicability of various federal and state laws, the interpretations given to those tax laws by taxing authorities, courts and the Company, the timing of future income and deductions, and our expected levels and sources of future taxable income. We believe our tax positions are supportable under current tax laws and that our estimates are prepared in accordance with GAAP. Additionally, from time to time, due to changes in economic and/or political conditions, there are changes in tax laws and interpretations of tax laws which could significantly change our estimates of the amount of tax benefits or deductions expected to be available to us in future periods. Specifically, recent changes in federal tax law includes a reduction in the U.S. corporate income tax rate, changes to the cost of cross border reinsurance, changes to the overall tax base and a limitation on the deductibility of certain executive compensation in future periods. Changes to our prior estimates in these cases would be reflected in the period changed and could have a material effect on our effective tax rate, financial position, results of operations and cash flows. As the reinsurance portion of our workers’ compensation business is domiciled in the Cayman Islands, changes in Cayman Island tax laws as well as the recent change in U.S. federal tax law regarding outbound cross border affiliate reinsurance could result in the loss of profitability of that business.
We are subject to U.S. federal and various state income taxes as well as U.K. related taxes. We are periodically under examination by federal, state and local authorities regarding income tax matters and our tax positions could be successfully challenged; the costs of defending our tax positions could be considerable. Our estimate of our potential liability for known uncertain tax positions is reflected in our financial statements. As of December 31, 2017 we had a federal income tax payable of approximately $8.0 million. We also had a liability for unrecognized current tax benefits of $5.3 million, and we had a net deferred tax asset of approximately $9.9 million.


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New or changes in existing accounting standards, practices and/or policies, as well as subjective assumptions, estimates and judgments by management related to complex accounting matters could significantly affect our financial results or our ability to maintain investor confidence and shareholder value.
GAAP and related accounting pronouncements, implementation guidelines and interpretations with regard to a wide range of matters that are relevant to our business, such as revenue recognition, lease accounting, estimation of losses, determination of fair value, asset impairment (particularly investment securities and goodwill) and tax matters, are highly complex and involve many subjective assumptions, estimates and judgments. Changes in these rules or their interpretation or changes in underlying assumptions, estimates or judgments could significantly change our reported or expected financial performance or financial condition. See Note 1 of the Notes to Consolidated Financial Statements for a description of our significant accounting policies.
ProAssurance is primarily a holding company of insurance subsidiaries which are required to comply with SAP. SAP and its components are subject to review by the NAIC and state insurance departments. The NAIC Accounting Practices and Procedures Manual provides that a state insurance department may allow insurance companies that are domiciled in that state to depart from SAP by granting them permitted non-SAP accounting practices. This permission may permit a competitor or competitors to use a more favorable accounting policy.
It is uncertain whether or how SAP might be revised or whether any revisions will have a positive or negative effect. It is also uncertain whether any changes to SAP or its components or any permitted non-SAP accounting practices granted to our competitors will negatively affect our financial results or operations. See the full discussion on regulatory matters in Item I under the heading "Insurance Regulatory Matters."
Our interpretation, integration and/or compliance with new or changes to existing pronouncements by GAAP or SAP could materially impact us as a publicly traded company as it relates to investor confidence and shareholder value.
We are subject to numerous NYSE and SEC regulations including insider trading regulations, Regulation FD, and regulations requiring timely and accurate reporting of our operating results as well as certain events and transactions. Noncompliance with these regulations could subject us to enforcement actions by the NYSE or the SEC, and could affect the value of our shares and our ability to raise additional capital.
The Company carefully adheres to NYSE and SEC requirements as the loss of trading privileges on the NYSE or an SEC enforcement action could have a significant financial impact on the Company. Failure to comply with various SEC reporting and record keeping requirements could result in a decline in the value of our stock or a decline in investor confidence which could directly impact our ability to efficiently raise capital. Failure to adhere to NYSE requirements could result in fines, trading restriction or delisting.
The operations of the Company are heavily reliant upon the Company's reputation as an ethical business organization providing needed services to its customers.
The Company's positive reputation is critical to its role as an insurance provider and as a publicly traded company. The Board adopted a Code of Ethics and Conduct, and management is heavily focused on the integrity of our employees and third-party suppliers, agents or brokers. Illegal, unethical or fraudulent activities perpetrated by an employee or one of our third-party agencies or brokers for personal gain could expose the Company to a potential financial loss.
A natural disaster or pandemic event, or closely related series of events, could cause loss of lives or a substantial loss of property or operational ability at one or more of the Company's facilities.
The Company's disaster preparedness encompasses our Business Continuity Plan, Disaster Recovery Plan, Operations Plan and Pandemic Response Plan. Our disaster preparedness is focused on maintaining the continuity of the Company's data processing and telephone capabilities as well as the use of alternate and temporary facilities in the event of a natural disaster or medical event. The Company's plans are reviewed during the insurance department examinations of the statutory insurance companies. While the Company has plans in place to respond to both short- and long-term disaster scenarios, the loss of certain key operating facilities or data processing capabilities could have a significant impact on Company operations.
The operations of the Company are dependent upon the availability,security, integrity and securityavailability of our internal technology infrastructure and that of certain third parties. Any significant disruption of these infrastructures could result in unauthorized access to Company data or reduce our ability to conduct business effectively, or both.
The Company is dependent upon its technology infrastructure and that of certain third parties to operate and report financial and other Company information accurately and timely. TheWe collect, use, store or transmit an increasingly large amount of confidential, proprietary and other information in connection with the operation of our business. Therefore, the Company has focused resources on securing and preserving the integrity of our data processing systems and related data. Additionally,Despite our efforts to ensure the integrity of our systems, we are increasingly exposed to the risk that our technology infrastructure could be subject to cyber-attacks and unauthorized access, such as physical and electronic break-ins or unauthorized tampering.
The Company also evaluates the integrity and security of the technology infrastructure of third parties that access, process or store data that the Company considers to be significant.


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However, While we review and assess our third party providers' cybersecurity controls, as appropriate, and make changes to our business processes to manage these risks, there is no guarantee that measures taken to date will completely prevent possible disruption, damage or destruction by intentional or unintentional acts or events such as cyber-attacks, viruses, sabotage, human error, system failure or the occurrence of numerous other human or natural events.
Disruption, damage or destruction of any of our systems or data could cause our normal operations to be disrupted, or unauthorized internal or external knowledge or misuse of confidential Company data could occur, all of which could be harmful to the Company from both a financial, legal and reputational perspective.
We continually enhance our cyber and information security in order to identify and neutralize emerging threats and improve our ability to prevent, detect and respond to attempts to gain

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unauthorized access to our data and systems. We regularly add additional security measures to our computer systems and network infrastructure to mitigate the possibility of cybersecurity breaches, including firewalls and penetration testing. However, it is impossible to defend against every risk being posed by changing technologies. The Company has a formal process in place for identifying, handling and disclosing of cybersecurity incidents. In addition, the Company's Board and Audit Committee are involved in the oversight of our cybersecurity policies and procedures and are continually updated on material cybersecurity risks and cybersecurity issues, if any, faced by executive management. To date, the Company is not aware of any material harm or loss relating to cyber-attacks or other security breaches at the Company or its third parties.
General
We are subject to numerous NYSE and SEC regulations including insider trading regulations, Regulation FD and regulations requiring timely and accurate reporting of our operating results as well as certain events and transactions. Noncompliance with these regulations could subject us to enforcement actions by the NYSE or the SEC, and could affect the value of our shares and our ability to raise additional capital.
The Company carefully adheres to NYSE and SEC requirements as the loss of trading privileges on the NYSE or an SEC enforcement action could have a significant financial impact on the Company. Failure to comply with various SEC reporting and record keeping requirements could result in a decline in the value of our stock or a decline in investor confidence which could directly impact our ability to efficiently raise capital. Failure to adhere to NYSE requirements could result in fines, trading restrictions or delisting.
In June 2020, a putative class action lawsuit was filed against the Company in the Northern District of Alabama, alleging violations of the Securities Exchange Act of 1934 and alleging that the Company made false and misleading statements regarding its Specialty Property and Casualty segment. The Company believes the lawsuit is without merit and intends to defend it vigorously; however, there can be no assurance regarding the ultimate outcome of the matter.

If we fail to maintain proper and effective internal controls over financial reporting, our operating results and our ability to operate our business could be harmed.
We continually enhance our operating procedures and internal controls to effectively support our operations and comply with our regulatory and financial reporting requirements. As a result of the inherent limitations in all control systems, no system of controls can provide absolute assurance that all control objectives have been or will be met, and that instances of fraud, if any, within the Company have been detected. These inherent limitations include the realities that judgments in decision-making can be faulty and that breakdowns can occur because of an error or mistake. Additionally, controls can be circumvented by the unauthorized and wrongful individual acts of some persons or by collusion of two or more persons. The design of any system of controls is based in part upon certain assumptions about the likelihood of future events and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions. Over time, controls may become inadequate because of changes in conditions or the degree of compliance with policies or procedures may deteriorate. Further, the design of a control system must reflect the fact that resource constraints exist. Accordingly, our control system can provide only reasonable, not absolute, assurance of achieving the desired control objectives.
Our success is dependent upon our ability to effectively design and execute our business strategy.
The Company depends upon the skill and work product of our officers and employees in executing our business strategy. While management and the Board monitor the strategic direction of the Company, strategic changes could be made that are not supportable by our capital base.
Our business could be affected by the loss of one or more of our senior executives or other qualified personnel.
We are heavily dependent upon our senior management, and the loss of services of our senior executives could adversely affect our business. Our success has been, and will continue to be, dependent on our ability to retain the services of existing key employees and to attract and retain additional qualified personnel in the future. The loss of the services of key employees or senior managers, or the inability to identify, hire and retain other highly qualified personnel in the future, could adversely affect the quality and profitability of our business operations. Our Board regularly reviews succession planning relating to our Chief Executive Officer as well as other senior officers.

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ITEM 1B.UNRESOLVED STAFF COMMENTS.
None.
ITEM 2.PROPERTIES.
We own three office properties, one of which is unencumbered. Our properties in Birmingham, AL and Franklin, TN are each encumbered by a ten-year mortgage loansloan entered into during 2017 for the purpose of recapitalization of these properties:
 Square Footage of Properties
Property LocationOccupied by
ProAssurance
Leased or Available
for Lease
Total
Birmingham, AL*120,000 45,000 165,000 
Franklin, TN52,000 51,000 103,000 
Okemos, MI53,000 — 53,000 
* Corporate Headquarters
ITEM 3.LEGAL PROCEEDINGS.
Our insurance subsidiaries are involved in various legal actions, a substantial number of which arise from claims made under insurance policies. While the outcome of all legal actions is not presently determinable, management and its legal counsel are of the opinion that these actions will not have a material adverse effect on our financial position or results of operations. See Note 89 of the Notes to Consolidated Financial Statements included herein.



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INFORMATION ABOUT OUR EXECUTIVE OFFICERS OF PROASSURANCE CORPORATION
The executive officers of ProAssurance Corporation serve at the pleasure of the Board. We have a knowledgeable and experienced management team with established track records in building and managing successful insurance operations. Following is a brief description of each executive officer of ProAssurance, including their principal occupation, and relevant background with ProAssurance and former employers.
Edward L. Rand, Jr.Mr. Rand was appointed as our Chief Executive Officer in 2019 and has served as President since 2018. Mr. Rand previously served as Chief Operating Officer, Chief Financial Officer, Executive Vice President and Senior Vice President since joining ProAssurance in 2004. Mr. Rand also has previously served as President of our Medmarc subsidiary from 2016 to 2018. Prior to joining ProAssurance, Mr. Rand was Chief Accounting Officer and Head of Corporate Finance for PartnerRe Ltd. Prior to that time, Mr. Rand served as the Chief Financial Officer of Atlantic American Corporation. (Age 54)
W. Stancil StarnesMichael L. BoguskiMr. StarnesBoguski was promoted to President of our Specialty P&C segment in 2019. Mr. Boguski previously served as President of our Eastern subsidiary since ProAssurance acquired Eastern in 2014. Prior to the acquisition of Eastern, Mr. Boguski served as President and Chief Executive Officer of Eastern since 2011 and had been with the Eastern organization since its inception in 1997. Mr. Boguski has almost 35 years of insurance industry experience. (Age 58)
Noreen L. DishartNoreen L. Dishart was appointed as Chiefan Executive OfficerVice President in 20072020 and has served as the Chairman of the Boardour Chief Human Resources Officer since 2008. In 2012 he was appointed President of ProAssurance. Mr. Starnes2015. Ms. Dishart has previously served as Vice President Corporate Planning and Administration of BrasfieldHuman Resources of our Eastern subsidiary for 9 years. Ms. Dishart has over 35 years of experience in Human Resources including positions with Johnson & Gorrie, Inc., a large national commercial contractor. Prior to 2006, Mr. Starnes served as the Senior and Managing PartnerJohnson/Merck. Ms. Dishart received her Bachelor of the law firm of Starnes & Atchison, LLP, where he was extensively involved with ProAssurance and its predecessors in the defense of healthcare professional liability claims for over 25 years. Mr. Starnes served as a director of Infinity Property and Casualty Corporation, a public insurance holding company,Science degree from 2008 to May 2017 where he served on the Audit and Investment Committees. Mr. Starnes currently serves on the Board of Trustees for the University of Alabama. He also serves on the Board of Directors of National Commerce Corporation, located in Birmingham, Alabama, where he serves as Chairman of the Nominating and Corporate Governance Committee, Chairman of the Pricing Committee and is a member of the Compensation Committee.Lock Haven University. (Age 69)57)
Howard H. FriedmanDana S. HendricksMr. FriedmanMs. Hendricks was appointed as an Executive Vice President of our Healthcare Professional Liability Group in 2014,2018 and is also our Chief UnderwritingFinancial Officer and Chief Actuary. Mr. FriedmanCorporate Treasurer. Ms. Hendricks has previously served as a Co-President of our Professional Liability Group, Chief Financial Officer, Corporate Secretary, and as the Senior Vice President of Business Operations for our PICA subsidiary. Prior to that time, Ms. Hendricks served PICA as Vice President of Finance and Corporate Development. Mr. Friedman joined our predecessorController. Prior to joining PICA in 1996. Mr. Friedman2001, Ms. Hendricks held various finance and data analysis positions with American General Life & Accident Insurance Company. Ms. Hendricks is an Associate of the Casualty Actuarial Society and a member of the American Academy of Actuaries.Certified Public Accountant. (Age 59)53)
Jeffrey P. LisenbyMr. Lisenby was appointed as an Executive Vice President in 2014 and is also our General Counsel, Corporate Secretary and head of the corporate Legal Department. Mr. Lisenby has previously served as Senior Vice President. Prior to joining ProAssurance, Mr. Lisenby practiced law privately in Birmingham, Alabama. Mr. Lisenby is a member of the Alabama State Bar and the United States Supreme Court Bar and is a Chartered Property Casualty Underwriter. (Age 49)52)
Edward L. Rand, Jr.Kevin M. Shook
Mr. Rand was appointed as an Executive Vice President in 2014, President of our Medmarc subsidiary in 2016 and Chief Operating Officer in 2018. Mr. Rand is also our Chief Financial Officer and Chief Accounting Officer. Mr. Rand previously served as our Senior Vice President of Finance upon joining ProAssurance in 2004. Prior to joining ProAssurance, Mr. Rand was the Chief Accounting Officer and Head of Corporate Finance for PartnerRe Ltd. Prior to that time Mr. Rand served as the Chief Financial Officer of Atlantic American Corporation.
(Age 51)
Frank B. O’NeilMr. O’Neil was appointed as our Senior Vice President and Chief Communications Officer in 2001. Mr. O’Neil has previously served as our Senior Vice President of Corporate Communications, having joined our predecessor in 1987. (Age 64)
Michael L. BoguskiMr. BoguskiShook is President of our Eastern subsidiary. Prior to the acquisition of Eastern, Mr. BoguskiShook previously served as President and Chief Executive Officer of Eastern, and first joined Eastern in 1997. (Age 55)
Ross E. TaubmanDr. Taubman isVice President and Chief Medical Officer of our PICA subsidiary. Prior to joining PICA, Dr. Taubman practiced podiatryEastern subsidiary and has been with Eastern for 2617 years. During that time, Dr. TaubmanMr. Shook has over 27 years of insurance industry experience, including 10 years with PricewaterhouseCoopers where he primarily served as Treasurer, Vice-President and President ofcompanies within the Maryland Podiatric Medical Association. Dr. Taubmaninsurance industry. Mr. Shook is a diplomate in the American Board of Podiatric Surgery.Certified Public Accountant. (Age 60)51)
We have adopted a Code of Ethics and Conduct that applies to our directors and executive officers, including but not limited to our principal executive officers and principal financial officer. We also have share ownership guidelines in place to ensure that management maintains a significant portion of their personal investments in the stock of ProAssurance. Both our Code of Ethics and Conduct and our Share Ownership Guidelines are available on the Governance section of our website. Printed copies of these documents may be obtained from Frank O’Neil, Senior Vice President, ProAssurance Corporation,our Investor Relations department either by mail at P.O. Box 590009, Birmingham, Alabama 35259-0009, or by telephone at (205) 877-4400 or (800) 282-6242.


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ITEM 4. MINE SAFETY DISCLOSURES.
Not applicable.

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PART II
ITEM 5. MARKET FOR REGISTRANT’S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIES.
At February 16, 2018,19, 2021, ProAssurance Corporation had 2,5953,275 stockholders of record and 53,457,02153,893,267 shares of common stock outstanding. ProAssurance’s common stock currently trades on the NYSE under the symbol “PRA.”
 2017 2016
20202019
Quarter High Low High LowQuarterHighLowHighLow
First $61.85
 $53.90
 $51.05
 $46.22
 First$37.58 $20.27 $45.36 $34.61 
Second $62.45
 $57.80
 $53.55
 $47.73
 Second$23.31 $13.10 $39.92 $34.71 
Third $61.80
 $51.30
 $55.02
 $51.29
 Third$16.22 $13.49 $40.67 $36.26 
Fourth $63.00
 $55.00
 $62.85
 $50.75
 Fourth$18.76 $13.62 $41.40 $35.93 
         
 Dividends Declared Dividends PaidDividends DeclaredDividends Paid
Quarter 2017 2016 2017 2016Quarter2020201920202019
First $0.31
 $0.31
 $5.00
 $1.31
 
First*First*$0.31 $0.31 $0.31 $0.81 
Second $0.31
 $0.31
 $0.31
 $0.31
 Second$0.05 $0.31 $0.31 $0.31 
Third $0.31
 $0.31
 $0.31
 $0.31
 Third$0.05 $0.31 $0.05 $0.31 
Fourth* $5.00
 $5.00
 $0.31
 $0.31
 
FourthFourth$0.05 $0.31 $0.05 $0.31 
* IncludesDividends paid in 2019 included a special dividend of $4.69$0.50 per common share declared in both 2017 and 2016.the fourth quarter of 2018.
The Board declared a quarterly dividend in each quarter of 20172020 and 2016. The dividends were2019. Each dividend was paid in the month afterfollowing the quarter ended. The Board also declared special dividends of $4.69 per common share during the fourth quarters of both 2017 and 2016, each ofin which were paid in January of the following year.it was declared. Any decision to pay regular or special cash dividends in the future is subject to the Board’s final determination after a comprehensive review of financial performance, future expectations and other factors deemed relevant by the Board.
ProAssurance’s insurance subsidiaries are subject to restrictions on the payment of dividends to the parent. Information regarding restrictions on the ability of the insurance subsidiaries to pay dividends is incorporated herein by reference from the paragraphs under the heading “Insurance Regulatory Matters–Regulation of Dividends and Other Payments from Our Operating Subsidiaries” in Item 1 of this Form 10-K.
Securities Authorized for Issuance Under Equity Compensation Plans
The following table provides information regarding ProAssurance’s equity compensation plans as of December 31, 2017.2020.
Plan Category Number of securities to be
issued upon exercise of
outstanding options, warrants
and rights
 Weighted-average
exercise price of
outstanding options,
warrants and rights
 Number of securities
remaining available
for future issuance
under equity compensation
plans (excluding securities reflected
in column (a))
Plan CategoryNumber of securities to be
issued upon exercise of
outstanding options, warrants
and rights
Weighted-average
exercise price of
outstanding options,
warrants and rights
 Number of securities
remaining available
for future issuance
under equity compensation
plans (excluding securities reflected
in column (a))
 (a) (b) (c) (a)(b) (c)
Equity compensation plans approved by security holders 673,227 $—2,082,901Equity compensation plans approved by security holders521,762$—*1,576,581
Equity compensation plans not approved by security holders   Equity compensation plans not approved by security holders
* No outstanding options as of December 31, 2017.2020. Other outstanding share units have no exercise price.




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Issuer Purchases of Equity Securities
PeriodTotal Number of

Shares Purchased
Average

Price Paid

per Share
Total Number of Shares Purchased as Part of Publicly Announced Plans or ProgramsApproximate Dollar Value of Shares that May Yet Be Purchased Under the Plans or Programs* (In thousands)
October 1 - 31, 20172020N/A$109,643
November 1 - 30, 20172020N/A$109,643
December 1 - 31, 20172020N/A$109,643
Total$—
* Under its current plan begun in November 2010, the Board has authorized $600 million for the repurchase of common shares or the retirement of outstanding debt. This is ProAssurance's only plan for the repurchase of common shares, and the plan has no expiration date.
ITEM 6. SELECTED FINANCIAL DATA.date.

37
  Year Ended December 31
(In thousands except per share data) 2017 2016 2015 2014 2013
Selected Financial Data (1)
  
Gross premiums written $874,876
 $835,014
 $812,218
 $779,609
 $567,547
Net premiums earned $738,531
 $733,281
 $694,149
 $699,731
 $527,919
Net investment income $95,662
 $100,012
 $108,660
 $125,557
 $129,265
Equity in earnings (loss) of unconsolidated subsidiaries $8,033
 $(5,762) $3,682
 $3,986
 $7,539
Net realized investment gains (losses) $16,409
 $34,875
 $(41,639) $14,654
 $67,904
Other income $7,514
 $7,808
 $7,227
 $8,398
 $7,551
Total revenues $866,149
 $870,214
 $772,079
 $852,326
 $740,178
Net losses and loss adjustment expenses $469,158
 $443,229
 $410,711
 $363,084
 $224,761
Net income (2)
 $107,264
 $151,081
 $116,197
 $196,565
 $297,523
Net income per share:          
Basic $2.01
 $2.84
 $2.12
 $3.32
 $4.82
Diluted $2.00
 $2.83
 $2.11
 $3.30
 $4.80
Weighted average shares outstanding:          
Basic 53,393
 53,216
 54,795
 59,285
 61,761
Diluted 53,611
 53,448
 55,017
 59,525
 62,020
Balance Sheet Data, as of December 31          
Total investments $3,686,528
 $3,925,696
 $3,650,130
 $4,009,707
 $3,941,045
Total assets (3)
 $4,929,197
 $5,065,181
 $4,906,021
 $5,167,375
 $5,147,794
Reserve for losses and loss adjustment expenses $2,048,381
 $1,993,428
 $2,005,326
 $2,058,266
 $2,072,822
Debt less debt issuance costs (3)
 $411,811
 $448,202
 $347,858
 $248,215
 $247,695
Total liabilities (3)
 $3,334,402
 $3,266,479
 $2,947,667
 $3,009,431
 $2,753,380
Total capital $1,594,795
 $1,798,702
 $1,958,354
 $2,157,944
 $2,394,414
Total capital per share of common stock outstanding $29.83
 $33.78
 $36.88
 $38.17
 $39.13
Common stock outstanding, period end 53,457
 53,251
 53,101
 56,534
 61,197
(1)
Includes acquired entities since date of acquisition only.
(2)
Includes a gain on acquisition of $32.3 million for the year ended December 31, 2013.
(3)
For all periods presented, debt is shown net of unamortized debt issuance costs which were previously reported as a part of other assets.


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ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS.
The following discussion generally focuses on the change in financial condition, results of operation and cash flows for the year ended December 31, 2020 as compared to the year ended December 31, 2019 and be should be read in conjunction with the Consolidated Financial Statements and Notes to those statements which accompany this report. For a full discussion of the changes in the financial condition, results of operations and cash flows for the year ended December 31, 2019 as compared to the year ended December 31, 2018, please refer to Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" section of ProAssurance's December 31, 2019 report on Form 10-K.
Throughout the discussion we use certain terms and abbreviations, which can be found in the Glossary of Terms and Acronyms at the beginning of this report. In addition, a glossary of insurance terms and phrases is available on the investor section of our website. Throughout the discussion, references to "ProAssurance," "PRA," "Company," "we," "us" and "our" refer to ProAssurance Corporation and its consolidated subsidiaries. The discussion contains certain forward-looking information that involves significant risks, assumptions and uncertainties. As discussed under the heading "Caution Regarding Forward-Looking Statements," our actual financial condition and operating results of operations could differ significantly from these forward-looking statements.
ProAssurance Overview
We are an insuranceProAssurance Corporation is a holding company for property and our operating results are primarily derived from the operations of ourcasualty insurance companies. Our wholly owned insurance subsidiaries which provide professional liability insurance, for healthcare professionals and facilities, professional liability insurance for attorneys, liability insurance for medical technology and life sciences risks and workers' compensation insurance. We are also the majorityprovide capital provider forto Syndicate 1729 which writes a range of property and casualty insurance and reinsurance in both the U.S. and international markets. Beginning in 2018, we are the sole (100%) capital provider for a newly formed SPA, Syndicate 6131 which focuses on contingency and specialty property business.at Lloyd's of London.
We report our resultsoperate in fourfive segments which are based on the operational focusour internal management reporting structure for which financial results are regularly evaluated by our CODM to determine resource allocation and assess operating performance. Descriptions of the segment. Our ProAssurance's five operating and reportable segments are as follows:
Specialty P&C - This segment includes our professional liability business and our medical technology liability business. Our professional liability insurance is primarily comprised of medical professional liability products offered to healthcare providers and institutions. We also offer, to a lesser extent, professional liability insurance to attorneys and their firms. Medical technology liability insurance is offered to medical technology and life sciences companies that manufacture or distribute products including entities conducting human clinical trials. We also offer custom alternative risk solutions including loss portfolio transfers, assumed reinsurance and captive cell programs for healthcare professional liability insureds. For our alternative market captive cell programs, we cede either all or a portion of the premium to certain SPCs in our Segregated Portfolio Cell Reinsurance segment.
Workers' Compensation Insurance - This segment includes our workers' compensation insurance business which is provided primarily to employers with 1,000 or fewer employees. Our workers' compensation products include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies, deductible policies and alternative market solutions. Alternative market program premiums are 100% ceded to either SPCs in our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer.
Segregated Portfolio Cell Reinsurance - This segment includes the results (underwriting profit or loss, plus investment results, net of U.S. federal income taxes) of SPCs at Inova Re and Eastern Re, our Cayman Islands SPC operations. Each SPC is owned, fully or in part, by an agency, group or association, and the results of the SPCs are attributable to the participants of that cell. We participate to a varying degree in the results of selected SPCs and, for employers, groupsthe SPCs in which we participate, our participation interest ranges from a low of 20% to a high of 85%. SPC results attributable to external cell participants are reflected as an SPC dividend expense (income) in our Segregated Portfolio Cell Reinsurance segment. The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the two from our Workers' Compensation Insurance and associations. Our Specialty P&C segments.
Lloyd's SyndicateSyndicates - This segment reflects operatingincludes the results from our 58% participation in Lloyd's of London Syndicate 1729. Beginning in 2018, our Lloyd's1729 (29% for the 2020 underwriting year) and Syndicate segment will reflect our continuing participation in6131 (100% for the operating2020 underwriting year). The results of Syndicate 1729, in which our participation has increased from 58% to 62% on January 1, 2018, and our 100% participation in the operating results of Syndicate 6131. Information regarding Lloyd's operations derived from U.K. based entities isthis segment are normally reported on a quarter delay,lag, except when information is available that is material to the current period. InvestmentSyndicate 1729 underwrites risks over a wide range of property and casualty insurance and reinsurance lines in both the U.S. and international markets while Syndicate 6131 focuses on contingency and specialty property business, also within the U.S. and international markets. To support and grow our core insurance operations, we decreased our participation in the results associatedof Syndicate 1729 for the 2021 underwriting year to 5% from 29%. Syndicate 6131 is an SPA that underwrites on a quota share basis with Syndicate 1729. Effective July 1, 2020, Syndicate 6131 entered into a six-month quota share reinsurance agreement with an unaffiliated insurer. Under this agreement, Syndicate 6131 ceded essentially half of the premium assumed from Syndicate 1729 to the

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unaffiliated insurer; the agreement was non-renewed on January 1, 2021 and we decreased our FAL investmentsparticipation in the results of Syndicate 6131 to 50% from 100% for the 2021 underwriting year. Due to the quarter lag, the change in our participation in the results of Syndicates 1729 and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame. Our 6131 will not be reflected in our results until the second quarter of 2021.
Corporate - This segment includes our investment operations, which are managed at the corporate level, except results associated with investment assets solely allocated toother than those reported in our Segregated Portfolio Cell Reinsurance and Lloyd's Syndicate operations,Syndicates segments, interest expense and U.S. income taxes. This segment also includes non-premium revenues generated outside of our insurance entities and corporate expenses, interest expense and U.S. income taxes. expenses.
Additional information regarding our segments is included in Note 1516 of the Notes to Consolidated Financial Statements, Part I and in Part I.the Segment Results sections that follow.
Growth Opportunities and Outlook
Over the long-term we expect our growth to come primarily through controlled expansion of our existing operations. In addition, from time to time, we may identify opportunities for growth through the acquisition of other insurers, service providers or books of business. GrowthIn early 2020, we entered into a definitive agreement to acquire NORCAL, an underwriter of medical professional liability insurance, subject to the demutualization of NORCAL Mutual, NORCAL's ultimate controlling party. If consummated, the transaction will provide strategic and financial benefits including additional scale and geographic diversification in the physician professional liability market. Upon satisfaction of the various remaining regulatory approvals required, we are anticipating to close the transaction in the second quarter of 2021. See further discussion under the heading "Acquisitions" in the Liquidity and Capital Resources and Financial Condition section that follows. We continue to see new opportunities from each of our acquisitions and believe each will provide organic growth through acquisition is often opportunisticexpansion in their existing markets and cannot be predicted.relationships.
We operate in very competitive markets and face strong competition from other insurance companies for all of our insurance products. HCPL insurance represents the majority oflargest product line in our gross premiums written (53%(41% in 2017, excluding tail)2020) and the healthcare market has been trending toward the formation of larger medical practice groups and the employment of physicians by hospitals. Large medical groups and facilities frequently manage their healthcare professional liability exposure outside of the traditional first dollar insurance marketplace using self-insured mechanisms and other risk sharing arrangements. In response to these trends, we offer products designed to provide greater risk sharing options to hospitals and large physician groups.
In 2014, we strengthened Since the middle of 2019, new senior leadership in our positionSpecialty P&C segment has executed a comprehensive underwriting strategy in response to emerging loss trends and changing conditions in the healthcare liability spaceHCPL industry. This includes organizational structure enhancements, recruitment of additional talent in specialty underwriting, focus on state strategies to achieve greater concentration and predictability, price strengthening and tightening of underwriting criteria, terms and conditions. Furthermore, the new senior leadership team for our Specialty P&C segment executed several strategic business decisions intended to improve operating performance by acquiringbringing together all of the Specialty P&C segment lines of business and operations under a unified organizational and management structure.
Our operations at Eastern, a provider of workers' compensation insurance. We have also been a consistent acquirer of other physician insurers, completing four acquisitions between 2009 and 2013 as well as acquiring an agency largely focused oninsurance, currently represents the professional liability needs of allied healthcare providers, an insurer focused on the legal professional liabilitysecond largest product line in our gross premiums written (29% in 2020, including alternative market and a mutual company that focused on medical technology liability insurance for companies that manufacture or distribute medical products.
Late in 2013, we completed the process of becoming a corporate member of Lloyd's of London, an internationally recognized specialist insurance market, by providing the majority of the capital to Syndicate 1729. Syndicate 1729 covers a range of property and casualty insurance and reinsurance lines and began active operations effective January 1, 2014. For the 2018 underwriting year, we increased our participationpremiums). The workers’ compensation industry is highly competitive in the operating resultsgeographic markets in which we operate and multi-line insurers continue to increase their leverage of Syndicate 1729 from 58%workers’ compensation business in their product offerings. We believe our workers' compensation product offerings allow us to 62%. Syndicate 1729 hasprovide flexibility in offering solutions to our customers at a maximum underwriting capacity of £132 million (approximately $178.4 million at December 31, 2017) for the 2018 underwriting year, of which £82 million (approximately $110.8 million at December 31, 2017)competitive price. In addition, we believe that our claims handling and risk management services are attractive to our customers and provide us with a competitive advantage even when our pricing is higher than our allocated underwriting capacity as a corporate member.competitors.


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LateBeginning in 2017,2014, we provided 100% of thestarted participating in and providing capital for the newly formed SPA, Syndicate 6131. Syndicate 6131, which began active operations effective January 1, 2018, will serve as a quota share reinsurer to Syndicate 1729 and will focus on contingencybeginning in 2018, began participating in and specialty property business.providing capital to Syndicate 6131. Our participation in Syndicate 1729 for the 2014 through 2020 underwriting years has ranged from a low of 29% to a high of 62%. Our participation in Syndicate 6131 was 100% for the 2018 through 2020 underwriting years. Our Lloyd's Syndicates segment represents 10% of our gross premiums written in 2020. For the 20182021 underwriting year, we have decreased our participation in Syndicate 1729 (to 5% from 29%) and Syndicate 6131 has a maximum underwriting capacity of £8 million (approximately $10.8 million at December 31, 2017). We have a total capital commitment(to 50% from 100%) in order to support and grow our Lloyd's Syndicatecore insurance operations, through 2022as previously discussed.
With the changes in executive leadership beginning in 2019, we have performed a detailed strategic review which led us to make significant organizational adjustments to our operating structure which we believe will improve our ability to grow our business profitably while strengthening our industry leading products and services. This review included consideration of upthe external environment on our business, agency partners’ operations and valued customer base, with the ultimate goal of enhancing our service platform to $200 million. See further discussionmeet the ever-changing needs of the marketplace.
COVID-19 continues to present challenges for all in the insurance marketplace. Policyholders, agency partners and insurance carriers are conducting business in ways never before considered, and some of these changes may persist even after the pandemic subsides. We believe our Segment Operating Results - Lloyd's Syndicate section that follows.enhanced operating structure and strategy have positioned us well to face these challenges and support our policyholders and agency partners as we navigate the current environment.

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We believe our emphasis on the fair treatment of our insureds and other important stakeholders through our commitment to “Treated Fairly” has enhanced our market position and differentiated us from other insurers. We will continue to practice our values of integrity, leadership, relationships and enthusiasm in all of our activities. We will honor these values in the execution of "Treated Fairly"“Treated Fairly” to perform our Mission and realize our Vision. We believe that as we reach more customers with this message we will continue to improve retention and add new insureds.
Key Performance Measures
We have sustained our financial stability during difficult market conditions through responsibleare committed to disciplined underwriting, pricing and loss reserving practices and throughas well as conservative investment practices.practices, even during difficult market conditions. We are also committed to maintaining prudent operating and financial leverage and to conservatively investing our assets.leverage. We recognize the importance that our customers and producers place on the financial strength of our insurance subsidiaries, and we manage our business to protect our financial security.
WeIn evaluating our performance, we consider a number of performance measures, including the following:
The net loss ratio which is calculated as net losses and loss adjustment expenses incurred divided by net premiums earned and is a component of underwriting profitability.
The underwriting expense ratio which is calculated as underwriting, policy acquisition and operating expenses incurred divided by net premiums earned and is a component of underwriting profitability.
The combined ratio which is the sum of the net loss ratio and the underwriting expense ratio and measures underwriting profitability.
The investment income ratio which is calculated as net investment income divided by net premiums earned and measures the contribution investment earnings provide to our overall profitability.
The operating ratio which is the combined ratio, less the investment income ratio. This ratio provides the combined effect of underwriting profitability and investment income.
The tax ratio which is calculated as total income tax expense (benefit) divided by income (loss) before income taxes and measures our effective tax rate.
ROE which is calculated as net income for the period(loss) divided by the average of beginning and ending shareholders’ equity. This ratio measures our overall after-tax profitability and shows how efficiently capital is being used.
Book value per share which is calculated as total shareholders’ equity at the balance sheet date divided by the total number of common shares outstanding. This ratio measures the net worth of the company to shareholders on a per-share basis. The declaration of dividends decreases book value per share. Growth in book value per share, adjusted for dividends declared, is an indicator of overall profitability.
We particularly focus on our combined ratio and investment returns, both of which directly affect our ROE and growth in our book value. We currently target a dynamic long-term ROE of 700 basis points above the 10-year U.S. Treasury rate, which at December 31, 20172020 was approximately 9.4%7.9%.
Our emphasis on rate adequacy, selective underwriting, effective claims management and prudent investments is a key factor in our ability to achieve our long-term ROE target. We closely monitor premium revenues, losses and loss adjustment costs,expenses, and underwriting and policy acquisition expenses. Our overall investment strategy is to focus on maximizing current income from our investment portfolio while maintaining safety, liquidity, duration and portfolio diversification. While we engage in activities that generate other income, these activities, such activities, principallyas insurance agency services, do not constitute a significant use of our resources or a significant source of revenues or profits.



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Critical Accounting Estimates
Our Consolidated Financial Statements are prepared in conformity with GAAP. Preparation of these financial statements requires us to make estimates and assumptions that affect the amounts we report on those statements. We evaluate these estimates and assumptions on an ongoing basis based on current and historical developments, market conditions, industry trends and other information that we believe to be reasonable under the circumstances. ThereWe can bemake no assurance that actual results will conform to our estimates and assumptions; reported results of operations may be materially affected by changes in these estimates and assumptions.
As a result of the COVID-19 pandemic, we are reevaluating certain of these estimates and assumptions which could result in material changes to our results of operations including, but not limited to, higher losses and loss adjustment expenses, lower premium volume, asset impairment charges, declines in investment valuations, reductions in audit premium estimates, deferred tax valuation allowances and increases in the allowance for expected credit losses related to available-for-sale securities, premiums receivable and reinsurance receivables. The extent to which the COVID-19 pandemic impacts our business, results of operations and financial condition will depend on future developments, which are highly uncertain and cannot be predicted. These factors include, but are not limited to, the duration, spread, severity, reemergence or mutation of the COVID-19 pandemic, development and wide-scale distribution of medicines or vaccines that effectively treat the virus, the effects of the COVID-19 pandemic on our insureds, the loss environment, the healthcare industry, the labor market and Lloyd's, the actions and stimulus measures taken by governments and governmental agencies, and to what extent normal economic and operating conditions can resume. Even after the COVID-19 pandemic has subsided, we may experience an impact to our business as a result of any economic recession that has occurred or may occur in the future. Please see "Item 1A, Risk Factors" included in this report for additional information.
Management considers the following accounting estimates to be critical because they involve significant judgment by management and those judgments could result in a material effect on our financial statements.
Reserve for Losses and Loss Adjustment Expenses
The largest component of our liabilities is our reserve for losses and loss adjustment expenses ("reserve for losses" or "reserve"), and the largest component of expense for our operations is incurred losses and loss adjustment expenses (also referred to as “losses and loss adjustment expenses,” “incurred losses,” “losses incurred” and “losses”). Incurred losses reported in any period reflect our estimate of losses incurred related to the premiums earned in that period as well as any changes to our previous estimate of the reserve required for prior periods.
As of December 31, 20172020, our reserve is comprised almost entirely of long-tail exposures. The estimation of long-tailed losses is inherently difficult and is subject to significant judgment on the part of management. Due to the nature of our claims, our loss costs, even for claims with similar characteristics, can vary significantly depending upon many factors, including but not limited to the specific characteristics of the claim and the manner in which the claim is resolved. Long-tailed insurance is characterized by the extended period of time typically required both to assess the viability of a claim and potential damages, if any, and to then reach a resolution of the claim. The claims resolution process may extend to more than five years. The combination of continually changing conditions and the extended time required for claim resolution results in a loss cost estimation process that requires actuarial skill and the application of significant judgment, and such estimates require periodic modification.
Our reserve is established by management after taking into consideration a variety of factors including premium rates, claims frequency and severity, historical paid and incurred loss development trends and our evaluation of the current loss environment including frequency, severity, the expected effect of inflation, general economic and social trends, and the legal and political environment andenvironment. We also take into consideration the conclusions reached by our internal and consulting actuaries. We update and review the data underlying the estimation of our reserve for losses each reporting period and make adjustments to loss estimation assumptions that we believe best reflect emerging data. Both our internal and consulting actuaries perform an in-depth review of our reserve for losses on at least a semi-annual basis using the loss and exposure data of our insurance subsidiaries.
We partition our reserves by accident year, which is the year in which the claim becomes our liability. For claims-made policies, the insured event generally becomes a liability when the event is first reported to us. For occurrence policies, the insured event becomes a liability when the event takes place. For retroactive coverages, the insured event becomes a liability at inception of the underlying contract. As claims are incurred (reported) and claim payments are made, they are aggregated by accident year for analysis purposes. We also partition our reserves by reserve type: case reserves and IBNR reserves. Case reserves are established by our claims departments based upon the particular circumstances of each reported claim and represent our estimate of the future loss costs (often referred to as expected losses) that will be paid on reported claims. Case reserves are decremented as claim payments are made and are periodically adjusted upward or downward as estimates regarding the amount of future losses are revised; reported loss for an individual claim is the case reserve at any point in time plus the claim payments that have been made to date. IBNR reserves represent our estimate in the aggregate of future development on losses that have been reported to us and our estimate of losses that have been incurred but not reported to us.

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Our reserving process can be broadly grouped into three areas: the establishment of the reserve for the current accident year (the initial reserve), the re-estimation of the reserve for prior accident years (development of prior accident years) and the establishment of the initial reserve for risks assumed in business combinations, applicable only in periods in which acquisitions occur (the acquired reserve). A summary of the activity in our net reserve for losses during 2017, 20162020 and 20152019 is provided under the heading "Losses" in the Liquidity and Capital Resources and Financial Condition section that follows.
Current Accident Year - Initial Reserve
Considerable judgment is required in establishing our initial reserve for any current accident year period, as there is limited data available upon which to base our estimate.estimate (see further discussion that follows under the heading "Uses of Judgment"). Our process for setting an initial reserve considers the unique characteristics of each product, but in general we rely heavily on the loss assumptions that were used to price business, as our pricing reflects our analysis of loss costs that we expect to incur relative to the insurance product being priced.
Specialty P&C Segment. Loss costs within this segment are impacted by many factors including but not limited to the nature of the claim, including whether or not the claim is an individual or a mass tort claim, the personal situation of the claimant or the claimant's family, the outcome of jury trials, the legislative and judicial climate where any potential litigation


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may occur, general economic conditionsand social trends and, for claims involving bodily injury, the trend of healthcare costs. Within our Specialty P&C segment, for our HCPLprofessional liability business (74%(80% of our consolidated gross reserve for losses and loss adjustment expenses as of December 31, 2020; predominately comprised of our HCPL products), we set an initial reserve based upon our evaluation of the current loss environment including frequency, severity, economic inflation, social inflation and legal trends.
The current accident year net loss ratio in the Specialty P&C segment has ranged from 87% to 106% in recent years, excluding the effect of a single large national healthcare account that generated outsized losses and distorted results for 2019 and 2020. We recorded a higher than average current accident year net loss ratio in 2019 due to increased reserve estimates related to this large national healthcare account that exceeded the assumptions we made when originally underwriting the account. During the second quarter of 2020, the policy term associated with this account's claims-made coverage expired. This account did not renew on terms offered by us and the insured exercised its contractual option to purchase the extended reporting endorsement or "tail" coverage resulting in a net underwriting loss of $45.7 million recognized in the second quarter of 2020 associated with this policy, which increased our current accident year net loss ratio for the year ended December 31, 2017), we set an initial reserve using2020. Excluding the averageimpact of this large national healthcare account, the current accident year net loss ratio usedwas 94.7% for the year ended December 31, 2020. This reflects loss severity in the broader medical professional liability industry and a higher loss pick in our pricing, plus an additional provisionSpecialty line of business.
During 2020, we have observed a reduction in considerationclaims frequency as compared to 2019, some of which is likely associated with the COVID-19 pandemic; however, we have remained cautious in recognizing these favorable frequency trends in our current accident year reserve due to the long-tailed nature of our HCPL claims as well as the uncertainty surrounding the length and severity of the historical loss volatilitypandemic. During 2020, we and others in the industry have experienced. Forestablished a $10 million reserve related to COVID-19. This reserve represents our HCPL business our target loss ratio during recent accident years has ranged from 77% to 80% and the provision for loss volatility has ranged from 8 to 10 percentage points, producing an overall average initial loss ratio for our HCPL business of approximately 90%. The reasons for the variability in loss provisions from period to period have included additional loss activity within our surplus lines business, provisions for losses in excess of policy limits, adjustments to unallocated loss adjustment expenses, adjustment to the reserve for the death, disability and retirement provisions in our policies and additional losses recorded for particular exposures, such as mass torts. These specific adjustments are made if we believe the results for a given accident year are likely to exceed those anticipated by our pricing.We believe use of a provision for volatility appropriately considers the inherent risks and limitations of our rate development process and the historic volatility of professional liability losses (the industry has experienced accident year loss ratios as high as 138% and as low as 54% over the past 30 years) and produces a reasonable best estimate of ultimate COVID-19 related losses based on currently available information and reported incidents; no adjustment has been made to this reserve since the reserve required to cover actual ultimate unpaid losses. A similar practice is followed forsecond quarter of 2020. See further discussion in our legal professional liabilitySegment Results - Specialty Property & Casualty section that follows under the heading "Losses and Loss Adjustment Expenses."
The risks insured in our Medical Technology Liability business (3% of our consolidated gross reserve for losses and loss adjustment expenses for the year endedas of December 31, 2017).
The risks insured in our medical technology liability business (5% of our consolidated gross reserve for losses and loss adjustment expenses for the year ended December 31, 2017)2020) are more varied, and policies are individually priced based on the risk characteristics of the policy and the account. These policies often have significant deductibles or self-insured retentions and theThe insured risks range from startup operations to large multinational entities.entities, and the larger entities often have significant deductibles or self-insured retentions. Reserves are established using our most recently developed actuarial estimates of losses expected to be incurred based on factors which include results from prior analysis of similar business, industry indications, observed trends and judgment. Claims in this line of business primarily involve bodily injury to individuals and are affected by factors similar to those of our HCPL line of business. For the medical technology liabilityMedical Technology Liability business, we also establish an initial reserve using a loss ratio approach, including a provision in consideration of historical loss volatility that this line of business has exhibited.
Workers' Compensation Insurance Segment. Many factors affect the ultimate losses incurred for our workers' compensation coverages (14%(8% of our consolidated gross reserve for losses and loss adjustment expenses for the year endedas of December 31, 2017)2020) including but not limited to the type and severity of the injury, the age, health and occupation of the injured worker, the estimated length of disability, medical treatment and related costs, and the jurisdiction and workers' compensation laws of the state of the injury occurrence.
We use various actuarial methodologies in developing our workers’ compensation reserve, combined with a review of the payroll exposure base generally based upon payroll of the insured.base. For the current accident year, given the lack of seasoned information, the different actuarial methodologies produce results with significant variability; therefore, more emphasis is placed on supplementing results from

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the actuarial methodologies with trends in exposure base, medical expense inflation, general inflation, severity, and claim counts, among other things, to select an expected loss ratio.
Lloyd's Syndicate Segment. DueSimilar to our Specialty P&C segment, we have also observed a reduction in claims frequency in our Workers' Compensation Insurance segment, some of which is likely associated with the COVID-19 pandemic. During the third quarter of 2020, we reduced our current accident year net loss ratio in response to the relatively short historycontinuation of favorable trends in 2020, including lower claims frequency and severity, as our workers' compensation claims are shorter-tailed in nature as compared to our HCPL claims; however, we remain cautious in our evaluation of the current accident year reserve due to uncertainty surrounding the length and severity of the pandemic, and legislative and regulatory bodies in certain states changing or attempting to broaden compensability requirements for COVID-19 claims. If these legislative and regulatory bodies are successful, it could have an adverse impact on the frequency and severity related to COVID-19 claims. See previous discussion in Part I under the heading "Insurance Regulatory Matters- COVID-19." Furthermore, as it relates to both our Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance segments, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Segregated Portfolio Cell Reinsurance Segment. The factors that affect the ultimate losses incurred for the workers' compensation and HCPL coverages assumed by the SPCs at Inova Re and Eastern Re (4% of our consolidated gross reserve for losses and loss adjustment expenses as of December 31, 2020) are consistent with that of our Workers’ Compensation Insurance and Specialty P&C segments, respectively.
Lloyd's Syndicates Segment. Initial reserves for Syndicate 1729 (January 1, 2014) weand Syndicate 6131 are influencedprimarily recorded using the loss assumptions by risk category incorporated into each Syndicate's business plan submitted to Lloyd's with consideration given to loss experience incurred to date (5% of our consolidated gross reserve for losses and loss adjustment expenses as of December 31, 2020). The assumptions used in each business plan are consistent with loss results reflected in Lloyd's historical claims experience of the Lloyd's marketdata for similar risks in estimating the appropriate initial reserves for our Lloyd's Syndicate segment. We expectrisks. The loss ratios to fluctuate from quarter to quarter as Syndicate 1729 writes more business and the book begins to mature. Loss ratios canmay also fluctuate due to the mix of earned premium from different open underwriting years which we participate in to varying degrees, as well as the timing of earned premium adjustments. Such adjustments may be the result of premiums for certain policies and assumed reinsurance contracts being reported subsequent to the coverage period and may be subject to adjustment based on loss experience. Premium and exposure for some of Syndicate 1729's insurance policies and reinsurance contracts are initially estimated and subsequently recorded over an extended period of time as reports are received under bindingdelegated underwriting authority programs. When reports are received, the premium, exposure and corresponding loss estimates are revised accordingly. Changes in loss estimates due to premium or exposure fluctuations are incurred in the accident year in which the premium is earned.
For significant property catastrophe exposures, Syndicate 1729 uses third-party catastrophe models to accumulate a listing of potentially affected policies. Each identified policy is given an estimate of loss severity based upon a combination of factors including the probable maximum loss of each policy, market share analytics, underwriting judgment, client/broker estimates and historical loss trends for similar events. These models are inherently uncertain, reliant upon key assumptions and management judgment and are not always a representation of actual events and ensuing potential loss exposure. Determination of actual losses may take an extended period of time until claims are reported and resolved, including coverage litigation.
Syndicate 6131, which began active operations effective January 1, 2018, follows a process similar to Syndicate 1729 for the establishment of initial reserves. Loss assumptions by risk category incorporated into the 2018 business plan submitted to Lloyd's were influenced by historical claims experience of the Lloyd's market for similar risks. We expect the loss ratios of Syndicate 6131 to fluctuate from quarter to quarter as Syndicate 6131 assumes more business from Syndicate 1729 and the book begins to mature.


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Development of Prior Accident Years
In addition to setting the initial reserve for the current accident year, each period we reassess the amount of reserve required for prior accident years.
The foundation of our reserve re-estimation process is an actuarial analysis that is performed by both our internal and consulting actuaries. This very detailed analysis projects ultimate losses based on partitions which include line of business, geography, coverage layer and accident year. The procedure uses the most representative data for each partition, capturing its unique patterns of development and trends. In all there are 200 different partitions of our business for purposes of this analysis. We believe that the use of consulting actuaries provides an independent view of our loss data as well as a broader perspective on industry loss trends.
For both the Specialty P&C, and Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance segments, the analysis performed by the consulting actuaries analyzes each partition of our business in a variety of ways and uses multiple actuarial methodologies in performing these analyses, including:
Bornhuetter-Ferguson (Paid and Reported) Method
Paid Development Method
Reported (Incurred) Development Method
Average Paid Value Method
Average Reported Value Method
Backward Recursive Development Method
The Adjusted Reported and the Adjusted Paid Methods
A brief description of each method follows.

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Bornhuetter-Ferguson Method. We use both the Paid and the Reported Bornhuetter-Ferguson methods.Methods. The Paid methodMethod assigns partial weight to initial expected losses for each accident year (initial expected losses being the first established case and IBNR reserves for a specific accident year) and partial weight to paid to date losses. The Reported methodMethod assigns partial weight to the initial expected losses and partial weight to current expected losses. The weights assigned to the initial expected losses decrease as the accident year matures.
Paid Development and Reported (Incurred) Development Methods. These methods use historical, cumulative losses (paid losses for the Paid Development Method, reported losses for the Reported (Incurred) Development Method) by accident year and develop those actual losses to estimated ultimate losses based upon the assumption that each accident year will develop to estimated ultimate cost in a manner that is analogous to prior years, adjusted as deemed appropriate for the expected effects of known changes in the claim payment environment (and case reserving environment for the Reported (Incurred) Development Method); and to the extent necessary, supplemented by analyses of the development of broader industry data.
Average Paid Value and Average Reported Value Methods. In these methods, average claim cost data (paid claim cost for the Average Paid Value Method and reported claim cost for the Reported Value Method) is developed to an ultimate average cost level by report year based on historical data. Claim counts are similarly developed to an ultimate count level. The average claim cost (after rounding and adjustment, if necessary, to accommodate report year data that is not considered to be predictive) is then multiplied by the ultimate claim counts by report year to derive ultimate loss and ALAE.
Backward Recursive Development Method. This method is an extrapolation of the movements in case reserve adequacy in order to estimate unpaid loss costs. Historical data showing incremental changes to case reserves over progressive time periods is used to derive factors that represent the ratio of case reserve values at successive maturities. Historical claims payment data showing the additional payments in progressive time periods is used to derive factors that represent the portion of a case reserve paid in the following period. Starting from the most mature period, after which all of the case reserve is paid and the case reserve is exhausted, the next prior ultimate development factor for the prior case reserve can be calculated as the case factor times the established ultimate development factor plus the paid factor. For each successive prior maturity, the ultimate development factor is calculated similarly. The result of multiplying the ultimate development factor times the case reserve is the total indicated unpaid amount.
The Adjusted Reported and the Adjusted Paid Methods. These methodsare based on the premise that the relative change in a given accident year's adjusted reported loss estimates (Adjusted Reported Method) or adjusted paid losses (Adjusted Paid Method) from one evaluation point to the next is similar to changes observed for earlier accident years at the same evaluation points. In the Adjusted Reported Method reported loss estimates are adjusted to reflect a common case reserve adequacy basis. In the Adjusted Paid Method, the historical paid loss experience is adjusted to reflect a common claim settlement rate basis. We principally use these methods to evaluate reserves for our legal liability coverages.
Generally, methods such as the Bornhuetter-Ferguson methodMethod are used on more recent accident years where we have less data on which to base our analysis. As time progresses and we have an increased amount of data for a given accident year, we begin to give more confidence to the development and average methods, as these methods typically rely more heavily on our


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own historical data. These methods emphasize different aspects of loss reserve estimation and provide a variety of perspectives for our decisions.
Certain of the methodologies utilized to estimate the ultimate losses for each partition of our reserves consider the actual amounts paid. Paid data is particularly influential when a large portion of known claims have been closed, as is the case for older accident years. In selecting a point estimate for each partition, management considers the extent to which trends are emerging consistently for all partitions and known industry trends. Thus, actual, rather than estimated severity trends are given more consideration. If actual severity trends are lower than those estimated at the time that reserves were previously established, the recognition of favorable development is indicated. This is particularly true for older accident years where our actuarial methodologies give more weight to actual loss costs (severity).
The various actuarial methods discussed above are applied in a consistent manner from period to period. In addition, we perform statistical reviews of claims data such as claim counts, average settlement costs and severity trends when establishing our reserves.
We utilize the selected point estimates of ultimate losses to develop estimates of ultimate losses recoverable from reinsurers, based on the terms and conditions of our reinsurance agreements. An overall estimate of the amount receivable from reinsurers is determined by combining the individual estimates. Our net reserve estimate is the gross reserve point estimate less the estimated reinsurance recovery.
For our Workers’ Compensation Insurance segment and for the workers' compensation exposures in our Segregated Portfolio Cell Reinsurance segment, we utilize the reported development method, paid development methodReported (Incurred) Development Method, Paid Development Method and Bornhuetter-Ferguson method,Method, to develop our reserve for each accident year. The actuarial review includes the stratification of claims data (lost time claims, medical only claims) using different variations that allow us to identify trends that may not be readily identifiable if the data was evaluated only in the aggregate. Reported and paid loss development factors are key assumptions in the reserve estimation process and are based on our historical reported and paid loss development patterns. As accident years mature, the various actuarial methodologies produce more consistent loss estimates.
For our Lloyd's SyndicateSyndicates segment we rely on the analysis of actual loss experience on the book of business written by Syndicate 1729 to determine loss development by accident year.
Acquired Reserve
The acquisition of Eastern on January 1, 2014 increased our loss reserve by $153.2 million which represented the fair value of Eastern's loss reserve at the time of the acquisition. The fair value of the reserve for losses and loss adjustment expenses and related reinsurance recoverables was based on an actuarial estimate of the expected future net cash flows, a reduction of those cash flows for the time value of money determined utilizing the U.S. Treasury Yield Curve, and a risk adjustment to reflect the net present value of profit that an investor would demand in return for the assumption of the associated risks. Expected net cash flows were derived from the expected loss payment patterns included in an actuarial analysis of Eastern's reserve performed as of December 31, 2013. The fair value of the reserve, including the risk margin discussed above, exceeded the undiscounted loss reserve previously established by Eastern by $9.3 million; this fair value adjustment is being was

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amortized over the average expected life of the reserve of 6 years. The unamortized fair value adjustment included in the acquired reservewas fully amortized as of December 31, 2017 was $3.1 million.2019.
Use of Judgment
Even though the actuarialThe process of estimating reserves involves a high degree of judgment and is highly technical, it is also highly judgmental,subject to a number of variables. These variables can be affected by both views of internal and external events, such as to the selectionchanges in views of the data usedeconomic inflation, legal trends and legislative changes, as well as differentiating views of individuals involved in the reserve estimation process, among others. We continually refine our estimates in a regular, ongoing process as historical loss experience develops and additional claims are reported and settled. Our objective is to consider all significant facts and circumstances known at the time.
Changes in economic conditions and steps taken by the federal government and the Federal Reserve in response to COVID-19 could lead to inflation trends that are different from those we anticipated when establishing our reserves, which could in turn lead to an increase or decrease in our loss costs and the need to strengthen or reduce reserves. These impacts of inflation on loss costs and reserves could be more pronounced for our HCPL line of business as that business generally requires a longer period of time to settle claims for a given accident year and, accordingly, is relatively more inflation sensitive.
We use various actuarial methodologies (e.g., initial expected loss ratios and loss development factors) andmethods in the interpretationprocess of the output of the various methods used.setting reserves. Each actuarial method generally returns a different value, and for the more recent accident years the variations among the various methodologies can be significant. In order to project ultimate losses, we partition our reserves for analysis such as by line of business, geography, coverage layer or accident year. For each partition of our reserves, we evaluate the results of the various methods, along with the supplementary statistical data regarding such factors as closed with and without indemnity ratios, claim severity trends, the expected duration of such trends, changes in the legal and legislative environment and the current economic environment to develop a point estimate based upon management's judgment and past experience. The series of selected point estimates is then combined to produce an overall point estimate for ultimate losses.
Given the potential for unanticipated volatility for long-tailed lines of business, we are cautious in giving full credibility to emerging trends that, when more fully mature, may lead to the recognition of either favorable or adverse development of our losses. There may be trends, both positive and negative, reflected in the numerical data both within our own information and in the broader marketplace that mitigate or reverse as time progresses and additional data becomes available. This is particularly true for our HCPL business which has historically exhibited significant volatility as previously discussed.
HCPL. Over the past several years the most influential factor affecting the analysis of our HCPL reserves and the related development recognized has been an observed increase in claim severity for the change, or lack thereof, in the severity ofbroader medical professional liability industry as well as higher initial loss expectations on incurred claims. The severity trend is an explicit component of our pricing models whereas in ourand directly impacts the reserving process the severity trend's impact is implicit.process. Our estimate of this


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trend and our expectations about changes in this trend impact a variety of factors, from the selection of expected loss ratios to the ultimate point estimates established by management.
Because of the implicit and wide-ranging nature of severity trend assumptions on the loss reserving process, it is not practical to specifically isolate the impact of changing severity trends. However, because severity is an explicit component of our HCPL pricing process we can better isolate the impact that changing severity can have on our loss costs and loss ratios in regards to our pricing models for this business component. Our current HCPL pricing models assume a severity trendtrends in the range of 2% to 3% in most states5% depending on state, territory and products. Wespecialty. In some portions of our HCPL business we have observed potentiallyand reflected higher severity trends in our case reserve estimates but these have not been confirmed by actual claim payments. If the severity trend were to be higher by 1 percentage point, the impact would be an increase in our expectedof losses and loss ratio for this business of 3.2 percentage points, based on current claim disposition patterns. An increase in the severity trend of 3 percentage points would result in a 10.1 percentage point increase in our expected loss ratio. adjustment expenses.
Due to the long-tailed nature of our claims and the previously discussed historical volatility of loss costs, selection of a severity trend assumption is a subjective process that is inherently likely to prove inaccurate over time. Given the long tail and volatility, we are generally cautious in making changes to the severity assumptions within our pricing models. All open claims and accident years are generally impacted by a change in the severity trend, which compounds the effect of such a change.
ForAlthough the 2004 to 2009 accident years, both our internalfuture degree and consulting actuaries observed an unprecedented reduction in the frequencyimpact of HCPL claims (or number of claims per exposure unit) that cannot be attributed to any single factor. Since 2009, claim frequency has been relatively constant, at a lower level than had historically existed. For a number of years, we believed that much of the reduction in claim frequency was the result of a decline in the filing of non-meritorious lawsuits that had historically been dismissed or otherwise resulted in no payment of indemnity on behalf of our insureds. With fewer non-meritorious claims being filed we expected that the claims that were filed had the potential for greater average losses, or greater severity. To date, however, this effect has not materialized to the extent we anticipated. The uncertainty as to the impact this decline in frequency might ultimately have on the average cost of claims complicated the selection of an appropriate severity trend for our pricing model for these lines, and factoring severity into the various actuarial methodologies we use to evaluate our reserve has been increasingly challenging. Based on the weighted average of payments, typically 91% of our HCPL claims are resolved after eight years for a given accident year.
Although we remain uncertain regarding the ultimate severity trend to project into the futureremains uncertain due to the long-tailed nature of our business, we have given consideration to observed loss costs in setting our rates. For our HCPL business, this practice hashad generally resulted in rate reductions in recent years. For example, on average, excluding our podiatry business acquired in 2009, we have gradually reduced the premium rates we charge on our standard physician renewal business (our largest HCPL line) by approximately 16%as claim frequency declined and remained at historically low levels. However, from the beginning of 2006early 2017 toDecember 31, 2017. Loss ratios for the current accident years have thus remained fairly constant because expectedperiod, the average pricing on renewed business has steadily increased reflective of the rising loss reductions have been reflected in our rates.cost environment, and we anticipate further renewal pricing increases due to increasing loss severity.
Workers' Compensation. The projection of changes in claim severity trend has not historically been an influential factor affecting our analysis of workers' compensation analysis of reserves, as claims are typically resolved more quickly than the industry norm. As previously mentioned, the determination and calculation of loss development factors, in particular, the selection of tail factors which are used to extend the projection of losses beyond historical data, requires considerable judgment.

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Loss Development
We recognized net favorable reserve development by Line of $134.4 million for the year ended December 31, 2017, of which $119.3 million related to our Specialty P&C segment, $14.3 million related to our Workers' Compensation segment and $0.8 million related to our Lloyd's Syndicate segment.
Net favorable development recognized within the Specialty P&C segment was primarily attributable to the favorable resolution of HCPL claims during the period and an evaluation of established case reserves and paid claims data that indicated that the actual severity trend associated with the remaining HCPL claims is less than we had previously estimated. The Specialty P&C segment also reflected favorable development of $10.1 million attributable to our medical technology liability line of business and $5.2 million attributable to our legal professionals liability line of business for the year ended December 31, 2017.
Net favorable development recognized within the Workers' Compensation segment for 2017 included $5.7 million attributable to our traditional business of which $1.6 million related to the amortization of the purchase accounting fair value adjustment. Excluding the purchase accounting fair value adjustment, net favorable development in our traditional business was $4.1 million which primarily reflected better than expected claims results related to accident years 2015 and 2016. The remaining net favorable development in our Workers' Compensation segment of $8.6 million was attributable to our SPCs which are evaluated at the cell level. Because a relatively small number of claims are open per cell, the closing of claims can affect the actuarial projections for the remaining open claims in the cell to an extent that indicates development should be recognized for the cell.


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Net favorable development of $0.8 million recognized within our Lloyd's Syndicate segment in 2017 was attributable to actual loss experience proving to have been better than the Lloyd's market historical averages for similar risks which were used to establish initial reserves.
Specialty P&C SegmentBusiness
Professional Liability
Our professional liability line of business includes both our HCPL and legal professionalSmall Business Unit lines, with our HCPL line representing the largest component of our reserve. In support of our concern that the decline in frequency will result in a higher severity trend for our HCPL claims, we saw our closed-with-indemnity-payment ratio (i.e., the number of claims closed with an indemnity or loss payment as compared to the total number of closed claims) for our claims increase from 10% in 2005 to 15%18% in 2017.
While this trend has been in keeping with our expectations, the anticipated increase in severity incorporated into our loss assumptions has not occurred. Rather, we have experienced lower than expected severity which has been the primary driver of the favorable development recognized in recent years.2020.
The following table presents additional information about the loss development for our professional liability line of business:business, excluding loss development for HCPL coverages assumed by the SPCs at Inova Re and Eastern Re:
($ in thousands)202020192018
Accident YearsEstimated Ultimate Losses, Net of Reinsurance, December 31, 2020Reserve Development (favorable) unfavorable% of Known Claims ClosedReserve Development (favorable) unfavorable% of Known Claims ClosedReserve Development (favorable) unfavorable% of Known Claims Closed
2020$485,035 N/A22.0 %N/AN/AN/AN/A
2019$513,999 $1,361 48.7 %N/A25.3 %N/AN/A
2018$518,003 $1,218 65.1 %$69,518 46.9 %N/A18.0 %
2017$436,106 $(2,741)77.9 %$35,591 67.8 %$13,637 46.4 %
2016$403,273 $(1,760)88.8 %$1,848 82.1 %$10,648 66.4 %
2015$363,174 $(4,489)93.7 %$(27,495)89.6 %$(1,268)80.8 %
2014$326,503 $(8,930)96.6 %$(17,412)93.9 %$(16,627)89.4 %
2013$358,956 $(133)98.0 %$(12,799)96.9 %$(20,398)94.7 %
2012$377,938 $(1,835)99.2 %$(9,173)98.7 %$(13,403)97.4 %
2011$371,475 $(1,965)99.2 %$(4,343)98.9 %$(13,940)97.8 %
Prior to 2011$7,908,549 $387 $(17,229)$(22,442)
($ in thousands)  2017 2016 2015
Accident YearsEstimated Ultimate Losses, Net of Reinsurance, December 31, 2017 Reserve Development (favorable) unfavorable % of Known Claims Closed Reserve Development (favorable) unfavorable % of Known Claims Closed Reserve Development (favorable) unfavorable % of Known Claims Closed
2017$390,001
 N/A
 20.4% N/A
 N/A
 N/A
 N/A
2016$392,518
 $3,413
 48.2% N/A
 17.6% N/A
 N/A
2015$396,426
 $1,510
 68.7% $304
 47.5% N/A
 18.0%
2014$369,472
 $(15,782) 82.3% $(11,358) 71.8% $1,546
 51.7%
2013$392,286
 $(23,164) 90.4% $(10,501) 83.4% $(9,564) 72.8%
2012$402,348
 $(17,187) 95.3% $(24,988) 92.0% $(21,199) 85.1%
2011$391,722
 $(18,277) 96.4% $(15,977) 94.0% $(24,147) 90.6%
2010$384,737
 $(17,224) 98.7% $(14,532) 97.6% $(17,966) 95.7%
2009$341,409
 $(8,380) 99.0% $(19,920) 98.4% $(25,851) 97.1%
2008$342,026
 $(1,744) 99.4% $(10,391) 99.1% $(16,758) 98.3%
Prior to 2008$6,879,660
 $(12,384)   $(18,283)   $(33,349)  
An extended periodDuring 2020, we have also observed a significant reduction in claims frequency as compared to 2019, some of timewhich is required to get a clear estimatelikely associated with the COVID-19 pandemic and the disruption of the loss cost for a given accident year. As an example, looking at the 2012court systems; however, we have remained cautious in recognizing these favorable frequency trends in our current accident year for our professional liability reserves, we had resolved 85.1%reserve due to the long-tailed nature of HCPL claims as well as the uncertainty surrounding the length and severity of the known claims by the end of 2015, 92.0% of the known claims by the end of 2016, and 95.3% of the known claims by the end ofpandemic. Development recognized during 2020 principally related to accident years 2014 through 2017. These statistics are based on the number of reported claims; since many non-meritorious claims are resolved early, percentages of ultimate loss payments known at the same points in time are considerably lower. A similar pattern can be seen in each open accident year as demonstratedNot included in the above table.
Historicallytable, as previously discussed, is $4.4 million of favorable development recognized during 2020 in our Segregated Portfolio Cell Reinsurance segment related to the HCPL coverages assumed by the SPCs at Inova Re and Eastern Re. During 2019 the loss experience in our Specialty line of business deteriorated further, particularly in regard to the reserves we have resolved more than 85%established for a large national healthcare account, as previously discussed. This deterioration is the primary driver of our physician and hospital professional liability claims with no indemnity payment. As anthe unfavorable development we recognized in 2019 for accident years 2016 through 2018. During the year matures, the number of claims resolved with indemnity payments progressively increases. In a similar fashion, we typically expend more in loss adjustment expenses (legal fees) as claims mature.
Atended December 31, 2017, 2016 and 2015 management reserve estimates2018, reflection of higher severity trends in the Specialty line of business also resulted in increases of estimated ultimate losses for the three most recent prioropen claims for earlier accident years, (which have closed claim percentages at or below 85%) were influenced by the initial reserve estimate set for these years, moderatedwhich resulted in a lower amount of favorable development recognized in 2018 as compared to reflect consideration of better than anticipated claims experience observed during the periods. Estimates for older accident years with higher percentages of closed claims were more heavily influenced by the more moderate severity trend, particularly with regard to claims closed during the periods.earlier years.


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This can also be seen in looking at both the absolute amount of favorable reserve development recognized for the less developed accident years as well as the size of such development when compared to established ultimates for those same accident years at the end of the preceding calendar year. The following table provides this information for years ended December 31, 2017, 20162020, 2019 and 20152018 with respect to the three then most recent prior accident years:
($ in millions)202020192018
Prior accident years2017-20192016-20182015-2017
Net favorable (unfavorable) development recognized for the specified years$0.2 $(107.0)$(23.0)
Development as a % of established ultimates, prior calendar year end %(8.5 %)(2.0 %)

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($ in millions)2017 2016 2015
Prior accident years2014-2016 2013-2015 2012-2014
Net favorable development recognized for the specified years$10.9 $21.6 $29.2
Development as a % of established ultimates, prior calendar year end0.9% 1.8% 2.3%
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Medical Technology Liability
Our medical technology liabilityMedical Technology Liability line of business has not experienced the change in claimclaims frequency previously described for HCPL. However, the nature of the risks insured and volatility of the loss experience in this line of business has produced more variable loss development, as presented in the following table:
($ in thousands)  2017 2016 2015($ in thousands)202020192018
Accident YearsEstimated Ultimate Losses, Net of Reinsurance, December 31, 2017 Reserve Development (favorable) unfavorable % of Known Claims Closed Reserve Development (favorable) unfavorable % of Known Claims Closed Reserve Development (favorable) unfavorable % of Known Claims ClosedAccident YearsEstimated Ultimate Losses, Net of Reinsurance, December 31, 2020Reserve Development (favorable) unfavorable% of Known Claims ClosedReserve Development (favorable) unfavorable% of Known Claims ClosedReserve Development (favorable) unfavorable% of Known Claims Closed
20202020$14,737 N/A41.0 %N/AN/AN/AN/A
20192019$12,862 $(1,047)41.8 %N/A13.4 %N/AN/A
20182018$11,897 $(352)75.2 %$(1,856)68.2 %N/A52.4 %
2017$14,923
 N/A
 42.2% N/A
 N/A
 N/A
 N/A
2017$8,209 $(3,854)90.1 %$(2,166)85.6 %$(695)72.2 %
2016$13,587
 $(537) 53.3% N/A
 26.4% N/A
 N/A
2016$10,737 $(486)96.7 %$(1,249)65.9 %$(1,114)62.8 %
2015$12,342
 $(1,755) 79.5% $(440) 60.0% N/A
 38.3%2015$8,620 $(663)96.3 %$(1,548)85.8 %$(1,511)64.6 %
2014$13,497
 $(187) 92.5% $(845) 81.7% $608
 72.6%2014$9,691 $(458)98.9 %$(1,823)94.3 %$(1,526)93.2 %
2013$6,839
 $(2,622) 96.4% $(2,400) 87.7% $(171) 86.5%2013$4,727 $(294)100.0 %$(291)98.7 %$(1,526)98.7 %
2012$9,281
 $(1,251) 96.9% $(1,826) 90.5% $(1,097) 93.3%2012$8,435 $(69)99.2 %$(1,362)99.2 %$585 98.8 %
2011$14,881
 $92
 73.9% $(1,591) 72.0% $(2,315) 77.4%2011$8,887 $(254)99.8 %$(467)99.6 %$(5,273)99.8 %
2010$22,882
 $(1,385) 96.3% $(800) 90.6% $(2,104) 94.2%
2009$21,629
 $(1,178) 95.7% $(1,382) 92.2% $(1,551) 95.1%
2008$42,007
 $(351) 99.9% $(947) 97.2% $(3,341) 99.7%
Prior to 2008$495,064
 $(899)   $(1,282)   $(1,726)  
Prior to 2011Prior to 2011$576,288 $(1,116)$(2,003)$(2,231)
Approximately $5.8$5.3 million of the $10.1$8.6 million total net favorable development recognized in 20172020 related to the 2012 to 20152017 through 2019 accident years. The development for the 2012 to 20152017 through 2019 accident years represents a 12.1%13.7% reduction to the ultimates established for those reserves at December 31, 2016.2019. Approximately $5.8$6.8 million of the $11.5$12.8 million total net favorable development recognized in 20162019 related to the 2011 to 20132014 through 2017 accident years. The development for the 2011 to 20132014 through 2017 accident years represents a 14.3%13.7% reduction to the ultimates established for those reserves at December 31, 2015.2018. Approximately $10.4$5.7 million of the $11.7$13.3 million total net favorable development recognized in 20152018 related to the 2008 to 20122013 through 2016 accident years. The development for the 2008 to 20122013 through 2016 accident years represents a 7.9%12.3% reduction to the ultimates established for those reserves at December 31, 2014.2017.
In 2017, 20162020, 2019 and 20152018 the development was largely attributable to favorable results from claims closed during the year. As time has elapsed we have recognized that actual loss experience has on average been better than estimated. We have been cautious in recognizing the improvement, but as claims have matured and claims are closed or have become more certain for the remaining open claims, we have revised reserve estimates. We believe the need for a cautious approach is required as outcomes are uncertain and results can be significantly affected by outcomes for a small number of cases.



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40


Workers' Compensation Segment
Claims in our workers’ compensation line of business have historically closed at a faster rate than in our HCPL or medical technology liabilityMedical Technology Liability lines of business. This faster disposition rate, along with a lower net retention after the application of reinsurance, has resulted in less volatility in loss estimates on a net basis. However, a change in the number of individually-severe claims can create volatility in a given accident year. The following table presents additional information about the loss development for our workers' compensation line of business:
($ in thousands)202020192018
Accident YearsEstimated Ultimate Losses, Net of Reinsurance, December 31, 2020Reserve Development (favorable) unfavorable% of Known Claims ClosedReserve Development (favorable) unfavorable% of Known Claims ClosedReserve Development (favorable) unfavorable% of Known Claims Closed
2020$146,240 N/A41.6 %N/AN/AN/AN/A
2019$162,096 $(6,160)81.6 %N/A43.0 %N/AN/A
2018$161,065 $584 91.7 %$(2,561)81.8 %N/A40.0 %
2017$131,909 $(3,372)96.0 %$(4,349)91.4 %$(4,203)80.8 %
2016$111,863 $(3,048)97.1 %$(8,923)95.2 %$(8,257)91.8 %
2015$119,330 $(3,919)98.0 %$(2,128)96.9 %$(1,998)95.3 %
2014$118,812 $(2,136)98.9 %$(363)98.9 %$(92)98.4 %
2013$115,106 $(592)99.5 %$2,405 99.4 %$(227)99.2 %
2012$94,678 $(126)99.7 %$(72)99.7 %$(565)99.5 %
2011$90,657 $(312)99.6 %$(134)99.5 %$(60)99.3 %
Prior to 2011$473,326 $(91)$(265)$(65)
($ in thousands)  2017 2016 2015
Accident YearsEstimated Ultimate Losses, Net of Reinsurance, December 31, 2017 Reserve Development (favorable) unfavorable % of Known Claims Closed Reserve Development (favorable) unfavorable % of Known Claims Closed Reserve Development (favorable) unfavorable% of Known Claims Closed
2017$150,772
 N/A
 37% N/A
 N/A
 N/A
N/A
2016$139,397
 $(7,546) 82.5% N/A
 41.3% N/A
N/A
2015$134,234
 $(5,773) 92.4% $(3,452) 82.6% N/A
45.7%
2014$126,421
 $(1,428) 97.0% $77
 92.5% $(85)83.1%
2013$120,610
 $441
 98.3% $944
 97.1% $1,520
93.0%
2012$100,509
 $(308) 99.3% $(577) 98.4% $(739)96.5%
2011$95,441
 $241
 99.0% $156
 98.9% $(263)98.8%
2010$75,793
 $(42) 99.4% $(820) 99.3% $605
99.1%
Prior to 2010$423,493
 $1,710
   $(782)   $(1,685) 
WeIn 2020, we recognized $14.3$12.1 million of net favorable development in 2017 which included $8.6our Segregated Portfolio Cell Reinsurance segment related to workers' compensation business and $7.0 million of net favorable development atin our SPCs and $5.7Workers' Compensation Insurance segment. In 2019, we recognized $10.1 million of net favorable development in our Segregated Portfolio Cell Reinsurance segment, all related to our traditional business. Networkers' compensation business, and $7.8 million of net favorable development in our traditionalWorkers' Compensation Insurance segment. In 2018, we recognized $9.0 million of net favorable development in our Segregated Portfolio Cell Reinsurance segment, all related to workers' compensation business, and $8.0 million of net favorable development in our Workers' Compensation Insurance segment. During the years ended December 31, 2019 and 2018, net favorable development in our Workers' Compensation Insurance segment included $1.6 million related to the amortization of the purchase accounting fair value adjustment. In 2016, we recognized $6.1 million of net favorable development which included $4.5 million of net favorable development at our SPCs and $1.6 million of net favorable development related to the amortization of the purchase accountingAs previously discussed, this fair value adjustment for our traditional business. In 2015, we recognized $2.2 millionhas been fully amortized as of net favorable development which included $0.6 million of net unfavorable development at our SPCs primarily related to claims activity prior to the 2009 accident year and $1.6 million of net favorable development related to the amortization of the purchase accounting fair value adjustment for our traditional business.December 31, 2019.
Variability of Loss Reserves
As previously noted, the number of data points and variables considered and the subjective process followed in establishing our loss reserve makes it impractical to isolate individual variables and demonstrate their impact on our estimate of loss reserves. However, to provide a better understanding of the potential variability in our reserves, we have modeled implied reserve ranges around our single point net reserve estimates for our various lines of business assuming different confidence levels. The ranges have been developed by aggregating the expected volatility of losses across partitions of our business to obtain a consolidated distribution of potential reserve outcomes. The aggregation of this data takes into consideration correlations among our geographic and specialty mix of business. The result of the correlation approach to aggregation is that the ranges are narrower than the sum of the ranges determined for each partition.
We have used this modeled statistical distribution to calculate an 80% and 60% confidence interval for the potential outcome of our consolidated net reserve for losses. The high and low end points of the distributions are as follows:
Low End PointCarried Net ReserveHigh End Point
80% Confidence Level$1.3511.540 billion$1.7132.032 billion$2.1222.615 billion
60% Confidence Level$1.4521.668 billion$1.7132.032 billion$1.9562.357 billion
Any change in our estimate of net ultimate losses for prior years is reflected in net income (loss) in the period in which such changes are made.
Due to the size of our consolidated reserve for losses and the large number of claims outstanding at any point in time, even a small percentage adjustment to our total reserve estimate could have a material effect on our results of operations for the period in which the adjustment is made.

made, as was the case in 2020, 2019 and 2018.


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Reinsurance
We use insurance and reinsurance (collectively, “reinsurance”) to provide capacity to write larger limits of liability, to provide reimbursement for losses incurred under the higher limit coverages we offer, to provide protection against losses in excess of policy limits and, in the case of risk sharing arrangements, to align our objectives with those of our strategic business partners and to provide custom insurance solutions for large customer groups. The purchase of reinsurance does not relieve us from the ultimate risk on our policies,policies; however, it does provide reimbursement for certain losses we pay.
We make a determination of the amount of insurance risk we choose to retain based upon numerous factors, including our risk tolerance and the capital we have to support it, the price and availability of reinsurance, the volume of business, our level of experience with a particular set of claimsexposures and our analysis of the potential underwriting results. We purchase excess of loss reinsurance to limit the amount of risk we retain and we do so from a number of companies to mitigate concentrations of credit risk. As of December 31, 2020, there is no reinsurer, on an individual basis, for which our recoverables for both paid and unpaid claims (net of amounts due to the reinsurer) and our prepaid balances are aggregately $51 million or more. We utilize reinsurance brokers to assist us in the placement of these reinsurance programs and in the analysis of the credit quality of our reinsurers. The determination of which reinsurers we choose to do business with is based upon an evaluation of their then current financial strength, rating, stability and stability.claims payment practices.
We evaluate each of our ceded reinsurance contracts at inception to confirm that there is sufficient risk transfer to allow the contract to be accounted for as reinsurance under current accounting guidance. At December 31, 2017,2020, all ceded contracts were accounted for as risk transferring contracts.
Our receivable from reinsurers on unpaid losses and loss adjustment expenses represents our estimate of the amount of our reserve for losses that will be recoverable under our reinsurance programs. We base our estimate of funds recoverable upon our expectation of ultimate losses and the portion of those losses that we estimate to be allocable to reinsurers based upon the terms and conditions of our reinsurance agreements. Our assessment of the collectability of the recorded amounts receivable from reinsurers considers the payment history of the reinsurer, publicly available financial and rating agency data, our interpretation of the underlying contracts and policies and responses by reinsurers.
Given the uncertainty inherent in our estimates of losses and related amounts recoverable from reinsurers, these estimates may vary significantly from the ultimate outcome.
Under the terms of certain of our reinsurance agreements, the amount of premium that we cede to our reinsurers is based in part on the losses we recover under the agreements. Therefore, we make an estimate of premiums ceded under these reinsurance agreements subject to certain maximumsminimums and minimums.maximums. Any adjustments to our estimates of losses recoverable under our reinsurance agreements or the premiums owed under our agreements are reflected in then current operations. Due to the size of our reinsurance balances, an adjustment to these estimates could have a material effect on our results of operations for the period in which the adjustment is made.
The financial strength of our reinsurers and their abilityOur reinsurance receivables are exposed to pay us may change in the future due to forces or events we cannot control or anticipate. Wecredit losses but to-date have not experienced any significant collection difficulties dueamount of credit losses. To partially mitigate our exposure to the financial conditioncredit losses, reinsurance receivables totaling approximately $96.1 million were collateralized by letters of any reinsurercredit or funds withheld as of December 31, 2017; however, reinsurers may periodically dispute2020. We measure expected credit losses on our demand for reimbursement from them based upon their interpretationreinsurance receivables on a collective basis when similar risk characteristics exist or on an individual basis if we determine a receivable does not share similar risk characteristics. We measure expected credit losses associated with our reinsurance receivables (related to both paid and unpaid losses) at the consolidated level as our reinsurance receivables share similar risk characteristics including type of financial asset, type of industry and similar historical and expected credit loss patterns. We measure expected credit losses over the termsaverage contractual term of our agreements.reinsurance receivables utilizing a loss rate method. Historical internal credit loss experience is the basis for our assessment of expected credit losses; however, we may also consider historical credit loss information from external sources. We have established appropriate reservesalso consider reasonable and supportable forecasts of future economic conditions in our estimate of expected credit losses. Expected credit losses associated with our reinsurance receivables (related to both paid and unpaid losses) were nominal in amount as of December 31, 2020. We had no allowance for anyexpected credit losses related to our reinsurance receivables at December 31, 2019. No reinsurance balances that we believe may not be ultimately collected.were written off for credit reasons during the years ended December 31, 2020 or 2019. Should future eventsour expected credit loss analysis or other facts or circumstances lead us to believe that any reinsurer willmay not meet its obligations to us, adjustments to the amounts recoverableallowance for expected credit losses or to reinsurance receivables would be reflected in the results of current operations. Such an adjustment has the potential to be material to the results of operations in the period in which it is recorded; however, we would not expect such an adjustment to have a material effect on our capital position or our liquidity. For further information on our allowance for expected credit losses related to our receivables from reinsurers see Note 1 of the Notes to Consolidated Financial Statements.

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Investment Valuations
We record the majority of our investments at fair value as shown in the table below. At December 31, 2017,2020, the distribution of our investments based on GAAP fair value hierarchies (levels) was as follows:
Distribution by GAAP Fair Value Hierarchy  Distribution by GAAP Fair Value Hierarchy
Level 1 Level 2 Level 3 Not Categorized Total
Investments
Level 1Level 2Level 3Not CategorizedTotal
Investments
Investments recorded at: Investments recorded at:
Fair value24% 63% 1% 6% 94%Fair value12%76%1%7%96%
Other valuations 6%Other valuations4%
Total Investments 100%Total Investments100%
Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. All of our fixed maturity and equity security investments are carried at fair value. OurThe fair value of our short-term securities are carried at amortizedapproximates the cost which approximates fair value.


42


the securities due to their short-term nature.
Because of the number of securities we own and the complexity of developing accurate fair values, we utilize multiple independent pricing services to assist us in establishing the fair value of individual securities. The pricing services provide fair values based on exchange-traded prices, if available. If an exchange-traded price is not available, the pricing services, if possible, provide a fair value that is based on multiple broker/dealer quotes or that has been developed using pricing models. Pricing models vary by asset class and utilize currently available market data for securities comparable to ours to estimate a fair value for our securities. The pricing services scrutinize market data for consistency with other relevant market information before including the data in the pricing models. The pricing services disclose the types of pricing models used and the inputs used for each asset class. Determining fair values using these pricing models requires the use of judgment to identify appropriate comparable securities and to choose a valuation methodology that is appropriate for the asset class and available data.
The pricing services provide a single value per instrument quoted. We review the values provided for reasonableness each quarter by comparing market yields generated by the supplied value versus market yields observed in the marketplace. We also compare yields indicated by the provided values to appropriate benchmark yields and review for values that are unchanged or that reflect an unanticipated variation as compared to prior period values. We utilize a primary pricing service for each security type and compare provided information for consistency with alternate pricing services, known market data and information from our own trades, considering both values and valuation trends. We also review weekly trades versus the prices supplied by the services. If a supplied value appears unreasonable, we discuss the valuation in question with the pricing service and make adjustments if deemed necessary. Historically our review has not resulted in any material changes to the values supplied by the pricing services. The pricing services do not provide a fair value unless an exchange-traded price or multiple observable inputs are available. As a result, the pricing services may provide a fair value for a security in some periods but not others, depending upon the level of recent market activity for the security or comparable securities.
Level 1 Investments
Fair values for a majority of our equity securities and portions of our corporate debt, short termshort-term and convertible securities are determined using exchange-traded prices. There is little judgment involved when fair value is determined using an exchange-traded price. In accordance with GAAP, for disclosure purposes we classify securities valued using an exchange-traded price as Level 1 securities.
Level 2 Investments
Most fixed income securities do not trade daily, anddaily; thus, exchange-traded prices are generally not available for these securities. However, market information (often referred to as observable inputs or market data, including but not limited to, last reported trade, non-binding broker quotes, bids, benchmark yield curves, issuer spreads, two sidedtwo-sided markets, benchmark securities, offers and recent data regarding assumed prepayment speeds, cash flow and loan performance data) is available for most of our fixed income securities. We determine fair value for a large portion of our fixed income securities using available market information. In accordance with GAAP, for disclosure purposes we classify securities valued based on multiple market observable inputs as Level 2 securities.
Level 3 Investments
When a pricing service does not provide a value for one of our fixed maturity securities, management estimates fair value using either a single non-binding broker quote or pricing models that utilize market-basedmarket based assumptions which have limited observable inputs. The process involves significant judgment in selecting the appropriate data and modeling techniques to use in the valuation process. For disclosure purposes,In accordance with GAAP, we classify securities valued using limited observable inputs as Level 3 securities.

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Fair Values Not Categorized
We hold interests in certain investment funds, primarily LPs/LLCs, which measure fund assets at fair value on a recurring basis and provide us with a NAV for our interest. As a practical expedient, we consider the NAV provided to approximate the fair value of the interest. In accordance with GAAP, we do not categorize these investments within the fair value hierarchy.
Nonrecurring Fair Value Measurements
We measure the fair value of certain assets on a nonrecurring basis either quarterly, annually or when events or changes in circumstances indicate that the carrying amount of the asset may not be recoverable. These assets include investments carried principally at cost, and equity method investments in tax credit partnerships, fixed assets, goodwill and other intangible assets.


43


2020, we recognized a nonrecurring fair value measurement related to the goodwill in our Specialty P&C reporting unit with a carrying value of $161.1 million prior to the fair value measurement. This nonrecurring fair value measurement resulted in the goodwill being written down to its implied fair value of zero resulting in an impairment of the goodwill of $161.1 million (see following discussion under the heading "Goodwill / Intangibles"). The inputs used in the fair value measurement were non-observable and, as such, were categorized as a Level 3 valuation. We did not have any other assets or liabilities that were measured at fair value on a nonrecurring basis at December 31, 2020 or December 31, 2019.
Investments - Other Valuation Methodologies
Certain of our investments, in accordance with GAAP for the type of investment, are measured using methodologies other than fair value. At December 31, 2017,2020, these investments represented approximately 6%4% of total investments, and are detailed in the following table. Additional information about these investments is provided in Notes 2 and 3 of the Notes to Consolidated Financial Statements.
(In millions)Carrying ValueGAAP Measurement Method
Other investments:
Other, principally FHLB capital stock$3.0 Principally Cost
Investment in unconsolidated subsidiaries:
Investments in tax credit partnerships27.7 Equity
Equity method investments, primarily LPs/LLCs49.1 Equity
76.8 
BOLI67.8 Cash surrender value
Total investments - Other valuation methodologies$147.6 
(In millions)Carrying Value GAAP Measurement Method
Other investments:   
Investments in LPs$55.1
 Cost
Other, principally FHLB capital stock3.5
 Principally Cost
 58.6
  
Investment in unconsolidated subsidiaries:   
Investments in tax credit partnerships90.7
 Equity
Equity method investments, primarily LPs/LLCs29.1
 Equity
 119.8
  
BOLI62.1
 Cash surrender value
Total investments - Other valuation methodologies$240.5
  
Other-than-temporary Impairments
We evaluate our available-for-sale investment securities, which at December 31, 2020 and December 31, 2019 consisted entirely of fixed maturity securities, on at least a quarterly basis for the purpose of determining whether declines in fair value below recorded cost basis represent OTTI.an impairment loss. We consider an OTTIa credit-related impairment loss to have occurred:
if there is intent to sell the security;
if it is more likely than not that the security will be required to be sold before full recovery of its amortized cost basis; andor
if the entire amortized basis of the security is not expected to be recovered.
The assessment of whether the amortized cost basis of a security, particularly an asset-backed debt security is expected to be recovered requires management to make assumptions regarding various matters affecting future cash flows. The choice of assumptions is subjective and requires the use of judgment. Actual credit losses experienced in future periods may differ from management’s estimates of those credit losses. Methodologies used to estimate the present value of expected cash flows are:
For non-structured fixed maturities (obligations of states, municipalities and political subdivisions and corporate debt) theThe estimate of expected cash flows is determined by projecting a recovery value and a recovery time frame and assessing whether further principal and interest will be received. We consider various factors in projecting recovery values and recovery time frames, including the following:
third-party research and credit rating reports;
the current credit standing of the issuer, including credit rating downgrades, whether before or after the balance sheet date;
the extent to which the decline in fair value is attributable to credit risk specifically associated with the security or its issuer;

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internal assessments and the assessments of external portfolio managers regarding specific circumstances surrounding an investment, which indicate the investment is more or less likely to recover its amortized cost than other investments with a similar structure;
for asset-backed securities, the origination date of the underlying loans, the remaining average life, the probability that credit performance of the underlying loans will deteriorate in the future and our assessment of the quality of the collateral underlying the loan;
failure of the issuer of the security to make scheduled interest or principal payments;
any changes to the rating of the security by a rating agency; and
recoveries or additional declines in fair value subsequent to the balance sheet date.date;
For structured securities (primarily asset-backed securities), management estimatesadverse legal or regulatory events;
significant deterioration in the presentmarket environment that may affect the value of collateral (e.g. decline in real estate prices);
significant deterioration in economic conditions; and
disruption in the security’sbusiness model resulting from changes in technology or new entrants to the industry.
If deemed appropriate and necessary, a discounted cash flow analysis is performed to confirm whether a credit loss exists and, if so, the amount of the credit loss. We use the single best estimate approach for available-for-sale debt securities and consider all reasonably available data points, including industry analyses, credit ratings, expected defaults and the remaining payment terms of the debt security. For fixed rate available-for-sale debt securities, cash flows usingare discounted at the security's effective yield ofinterest rate implicit in the security at the date of acquisition (oracquisition. If the most recent impliedavailable-for-sale debt security’s contractual interest rate used to accrete the security if the implied rate has changed as a result of a previous impairment orvaries based on subsequent changes in expected cash flows). We consideran independent factor, such as an index or rate, for example, the most recently available six month averagesprime rate, the LIBOR, or the U.S. Treasury bill weekly average, that security’s effective interest rate is calculated based on the factor as it changes over the life of the levels of delinquencies, defaults, severities,security. If we intend to sell a debt security or believe we will more likely than not be required to sell a debt security before the amortized cost basis is recovered, any existing allowance will be written off against the security's amortized cost basis, with any remaining difference between the debt security's amortized cost basis and prepayments for the collateral (loans) underlying the securitization or, if historical data is not available, sector based assumptions, to estimate expected future cash flows of these securities.


44


fair value recognized as an impairment loss in earnings.
Exclusive of securities where there is an intent to sell or where it is not more likely than not that the security will be required to be sold before recovery of its amortized cost basis, OTTIimpairment for debt securities is separated into a credit component and a non-credit component. The credit component of an OTTIimpairment is the difference between the security’s amortized cost basis and the present value of its expected future cash flows, while the non-credit component is the remaining difference between the security’s fair value and the present value of expected future cash flows. TheAn allowance for expected credit component oflosses will be recorded for the OTTI is recognized in earnings whileexpected credit losses through income and the non-credit component is recognized in OCI.
Investments in tax credit partnerships are evaluated for OTTI by considering both qualitative and quantitative factors which include: whether The amount of impairment recognized is limited to the current expected cash flows from the investment, primarily tax benefits, are less than those expected at the time the investment was acquired due to various factors, such as a change in the statutory tax rate, and our ability and intent to hold the investment until the recovery of its carrying value.
Investments which are accounted for under the equity method are evaluated for impairment whenever events or changes in circumstances indicate that the carrying valueexcess of the investment might not be recoverable. These circumstances include, but are not limited to, evidence ofamortized cost over the inability to recover the carrying value of the investment, the inability of the investee to sustain an earnings capacity that would justify the carrying value of the investment or the current fair value of the investment that is less than the carrying value.available-for-sale debt security.
Investments in LPs/LLCs which are not accounted for under the equity method are evaluated for impairment by comparing our carrying value to the NAV of our interest as reported by the LP/LLC. Additionally, management considers the performance of the LP/LLC relative to the market and its stated objectives, cash flows expected from the interest and the audited financial statements of the LP/LLC, if available.
We recognize OTTI, exclusive of non-credit OTTI, in earnings as a part of net realized investment gains (losses). In subsequent periods, any measurement of gain, loss or impairment is based on the revised amortized basis of the security. Non-credit OTTI on debt securities and declines in fair value of available-for-sale securities not considered to be other-than-temporary are recognized in OCI.
Asset-backed debt securities that have been impaired due to credit or are below investment grade quality are accounted for under the effective yield method. Under the effective yield method, estimates of cash flows expected over the life of asset-backed securities are then used to recognize income on the investment balance for subsequent accounting periods.
Deferred Policy Acquisition Costs
Policy acquisition costs (primarily commissions, premium taxes and underwriting salaries) which are directly related to the successful acquisition of new and renewal premiums are capitalized as DPAC and charged to expense, net of ceding commissions earned, as the related premium revenue is recognized. We evaluate the recoverability of our DPAC typically at the segment level each reporting period and anyor in a manner that is consistent with the way we manage our business. Any amounts estimated to be unrecoverable are charged to expense in the current period.
As part of our evaluation of the recoverability of DPAC, we also evaluate our unearned premiums for premium deficiencies. A premium deficiency is recognized if the sum of anticipated losses and loss adjustment expenses, unamortized DPAC and maintenance costs, net of anticipated investment income, exceeds the related unearned premium. If a premium deficiency is identified, the associated DPAC is written off, and a PDR is recorded for the excess deficiency as a component of net losses and loss adjustment expenses in our Consolidated Statement of Income and Comprehensive Income and as a component of the reserve for losses on our Consolidated Balance Sheet. For the year ended December 31, 20172020 we havedid not determine any DPAC to be unrecoverable. For the year ended December 31, 2019, a nominal amount of DPAC was charged to expense as it was determined to be unrecoverable, and a $9.2 million PDR was established in our Specialty P&C segment related to a large national healthcare account. The $9.2 million PDR was fully amortized during 2020. See further discussion on the PDR in the Segment Results - Specialty Property & Casualty section that any amounts are unrecoverable.follows.

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Deferred Taxes
Deferred federal income taxes arise from the recognition of temporary differences between the basis of assets and liabilities determined for financial reporting purposes and the basis determined for income tax purposes. Our temporary differences principally relate to our loss reserve,reserves, unearned and advanced premiums, DPAC, tax credit carryforwards, compensation related items, unrealized investment gains (losses) and basis differences on fixed assets, intangible assets and investment assets.operating leases. Deferred tax assets and liabilities are measured using the enacted tax rates expected to be in effect when such benefits are realized. We review our deferred tax assets quarterly for impairment. If we determine that it is more likely than not that some or all of a deferred tax asset will not be realized, a valuation allowance is recorded to reduce the carrying value of the asset. In assessing the need for a valuation allowance, management is required to make certain judgments and assumptions about our future operations based on historical experience and information as of the measurement period regarding reversal of existing temporary differences, carryback capacity, future taxable income of the appropriate character (including its capital and operating characteristics) and tax planning strategies.
In 2017 and 2016, aA valuation allowance was established in a prior year against the full value of the deferred tax asset related to the NOL carryforwards for the U.K. operations as managementoperations. In addition, a valuation allowance was established in 2020 against a portion of the deferred tax asset related to the U.S. state NOL carryforwards. Management concluded that it was more likely than not that thethese deferred tax assetassets will not be realized. We also established a valuation allowance in a prior year against the deferred tax assets of certain SPCs at our wholly owned Cayman Islands reinsurance subsidiary, Inova Re. Due to the limited operations of these SPCs, management concluded that a valuation allowance was required. As of December 31, 2020, management concluded that a valuation allowance was still required against the deferred tax assets related to the NOL carryforwards for the U.K. operations and against the deferred tax assets of certain SPCs at Inova Re. See further discussion in Note 5 of the Notes to Consolidated Financial Statements.
Tax Cuts and Jobs Act
The TCJA was signed into law on December 22, 2017 and contains several key provisions that impact our business, including the reduction of the corporate tax rate to 21% effective January 1, 2018, the reduction in the amount of executive compensation that could qualify as a tax deduction, a minimum tax on payments made to related foreign entities and a change in how property and casualty taxpayers discount loss reserves. Under current accounting guidance, the effects of changes in tax


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rates and laws are recognized in the period in which the new legislation is enacted. However, due to the timing of the enactment of the TCJA and its proximity to December 31, 2017, the SEC issued SAB 118 which provides a framework for companies to account for uncertainties in applying the provisions of the TCJA. SAB 118 allows companies to record a provisional amount in situations where a company does not have the necessary information available but can make a reasonable estimate. In situations where companies cannot make a reasonable estimate due to various factors, including lack of information, a provisional amount is not recorded. Instead, companies will continue to apply current accounting guidance based on the provision of the tax laws that were in effect immediately prior to the TCJA being enacted. The measurement period, as defined in SAB 118 for the TCJA, begins on the enactment date of the TCJA and ends when a company has obtained, prepared and analyzed the information that was needed in order to complete the accounting requirements under current accounting guidance. However, under no circumstances will the measurement period extend beyond one year from the enactment date of the TCJA.
Other than the areas discussed below, we were able to complete the accounting under the new provisions of the TCJA for the remeasurement of our deferred tax assets and liabilities based on the newly enacted tax rate and recognized a charge of $6.5 million, which is included as a component of income tax expense from continuing operations for the year ended December 31, 2017.
Provisional amount
At December 31, 2017, we had not completed the accounting for the tax effects of enactment of the TCJA for certain areas of our tax provision. As it relates to the limitation on the future deductibility of certain executive compensation, we have made a reasonable estimate of the effects on our existing deferred tax asset balances at December 31, 2017. This estimate was recorded as a provisional charge of $3.5 million, which is included as a component of income tax expense from continuing operations for the year ended December 31, 2017. Any future guidance from the IRS addressing the effects of the TCJA on executive compensation could result in a change to this provisional amount.
Provisional amount not reasonably estimable
The TCJA requires property and casualty taxpayers to discount loss reserves based solely on IRS factors and no longer by reference to historical payment patterns. As the IRS has yet to release the 2018 discount factors, we have been unable to reasonably estimate the impact of the change in loss reserve discounting factors and therefore have not adjusted our deferred tax balances at December 31, 2017 for the impact of these changes due to the TCJA. As prescribed by SAB 118, we continue to utilize the discount factors based on existing accounting guidance and the provisions of the tax laws that were in effect immediately prior to enactment of the TCJA. Once the IRS has released the 2018 loss reserve discount factors, we will complete our analysis and include the effect of the difference in the reserve discount factors in the period the analysis is complete or the impact is reasonably estimable. See Note 5 of the Notes to Consolidated Financial Statements for further information.
Effective January 1, 2018, the TCJA introducesintroduced a minimum tax on payments made to related foreign entities referred to as the BEAT. The BEAT is imposed by adding back into the U.S. tax base any base erosion payment made by the U.S. taxpayer to a related foreign entity and applying a minimum tax rate to this newly calculated modified taxable income. Base erosion payments represent any amount paid or accrued by the U.S. taxpayer to a related foreign entity tofor which a deduction is allowed. Premiums we cede to the SPCs at Inova Re, one of our wholly owned Cayman Islands reinsurance subsidiaries, do not fall within the scope of base erosion payments as the SPCs at Inova Re have elected to be taxed as U.S. taxpayers. However, premiums that we cede to any active SPC at our other wholly owned Cayman Islands reinsurance subsidiary, Eastern Re, fall within the scope of base erosion payments and therefore could be significantly impacted by the BEAT. We are currently evaluating the financial and operational impacthave evaluated our exposure to the BEAT mayand have concluded that our expected outbound deductible payments to related foreign entities are below the threshold for application of the BEAT; therefore, we have not recognized any incremental tax expense for the BEAT provision of the TCJA during the years ended December 31, 2020 or December 31, 2019. See further discussion on our Cayman Islands SPC operations in the Segment Results - Segregated Portfolio Cell Reinsurance section that follows. See discussion in Note 5 of the Notes to Consolidated Financial Statements.
The TCJA also requires a U.S. shareholder of a controlled foreign corporation to include its GILTI in U.S. taxable income. The GILTI amount is based on the U.S. shareholder’s aggregate share of the gross income of the controlled foreign corporation reduced by certain exceptions and a net deemed tangible income return. The net deemed tangible income return is based on the controlled foreign corporation’s basis in the tangible depreciable business cededproperty. Cell rental fee income earned by Inova Re and Eastern Re fall within the scope of the GILTI provisions of the TCJA. We have evaluated the new GILTI provisions of the TCJA, and we have made an accounting policy election to Eastern Re.treat the taxes due on the inclusion of GILTI in U.S. taxable income as a current period expense when incurred. We recognized a nominal amount of tax expense for the GILTI provision of the TCJA during each of the years ended December 31, 2020 and December 31, 2019. See discussion in Note 5 of the Notes to Consolidated Financial Statements.
Coronavirus Aid, Relief and Economic Security Act
In response to COVID-19, the CARES Act was signed into law on March 27, 2020 and contains several provisions for corporations and eases certain deduction limitations originally imposed by the TCJA. The CARES Act, among other things, includes temporary changes regarding the prior and future utilization of NOLs, temporary changes to the prior and future limitations on interest deductions, temporary suspension of certain payment requirements for the employer portion of Social Security taxes and the creation of certain refundable employee retention credits. We anticipate the temporary changes regarding NOL carryback provisions will have a favorable impact on our liquidity (see discussion that follows in the Liquidity and Capital Resources and Financial Condition section under the heading "Taxes"). We have evaluated the other provisions of the CARES Act and concluded that they will not have a material impact on our financial position or results of operations. See discussion in Note 5 of the Notes to Consolidated Financial Statements.

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Unrecognized Tax Benefits
We evaluate tax positions taken on tax returns and recognize positions in our financial statements when it is more likely than not that we will sustain the position upon resolution with a taxing authority. If recognized, the benefit is measured as the largest amount of benefit that has a greater than 50% probability of being realized. We review uncertain tax positions each period,quarter, considering changes in facts and circumstances, such as changes in tax law, interactions with taxing authorities and developments in case law, and make adjustments as we consider necessary. Adjustments to our unrecognized tax benefits may affect our income tax expense, and settlement of uncertain tax positions may require the use of cash. Other than differences related to timing, no significant adjustments were considered necessary during 20172020 or 2016.2019. At December 31, 2017,2020, our liability for unrecognized tax benefits approximated $5.3 million.$5.2 million.


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Goodwill / Intangibles
We evaluate goodwillGoodwill is tested for impairment annually onor more frequently if circumstances indicate an impairment may have occurred. The date of our annual goodwill impairment testing is October 1 and upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the fair value of goodwill may be impaired. 1.
Impairment of goodwill is tested at the reporting unit level, which is consistent with theour reportable segments identified in Note 1516 of the Notes to Consolidated Financial Statements. Of
During the fourthird quarter of 2020, the Company recorded a goodwill impairment charge of $161.1 million, and the facts and circumstances that led to this impairment and how the fair value of each reporting units, two have goodwill -unit was estimated, including the significant assumptions used and other details are outlined in the following section.
Interim Impairment Assessments
As disclosed in our June 30, 2020 report on Form 10-Q, COVID-19 has caused significant market volatility impacting our actual and projected results along with a decline in our stock price; and we performed a quantitative assessment on the Specialty P&C and Workers' Compensation. Compensation Insurance reporting units. As a result of the interim goodwill impairment assessment in the second quarter of 2020, management concluded that the fair value of each of the Specialty P&C and Workers' Compensation Insurance reporting units were greater than their carrying value as of the testing date; therefore, goodwill was not impaired and no further impairment testing was required at that time.
As the impacts persisted into the third quarter, management performed new quantitative assessments of goodwill on our Specialty P&C and Workers' Compensation Insurance reporting units using updated marketplace data. The updated data, which was significantly influenced by our continued depressed stock price relative to both our own book value and the comparable stock prices of our peers, impacted a number of key variables in our analysis including the determination of a higher discount rate and lower valuation multiples. In addition, new guidance given by the Federal Reserve during the period regarding the expectation of a prolonged low interest rate environment impacted our analysis. This analysis during the third quarter of 2020 indicated an impairment of the goodwill associated with our Specialty P&C reporting unit and accordingly we recorded a $161.1 million charge to goodwill during the third quarter of 2020.
For each of the interim impairment assessments performed in the second and third quarters of 2020, management estimated the fair value of the reporting units using both an income approach and a market approach using marketplace data that was current at the time of each respective analysis. The estimate of fair value derived from the income approach was based on the present value of expected future cash flows, including terminal value, utilizing a market-based weighted average cost of capital determined separately for each reporting unit. The estimate of fair value derived from the market approach was based on price to book multiple data. The determination of fair value involved the use of significant estimates and assumptions, including revenue growth rates, operating margins, capital requirements, tax rates, terminal growth rates, discount rates, comparable public companies and synergistic benefits available to market participants. In addition, management made certain judgments and assumptions in allocating shared assets and liabilities to individual reporting units to determine the carrying amount of each reporting unit.
Management also performed impairment tests of certain of our definite and indefinite lived intangible assets for which a triggering event was deemed to have occurred. Based upon these impairment tests, no impairment of our definite or indefinite lived intangible assets was identified at September 30, 2020.
Annual Impairment Assessment
Subsequent to performing the interim impairment assessments previously discussed, we performed our annual goodwill impairment assessment as of October 1, 2020.
When testing goodwill for impairment on our annual test date, we have the option to first assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that it is more likely than not that the estimated fair value of a reporting unit is less than its carrying amount. If we elect to perform a qualitative assessment and determine that an impairment is more likely than not, we are then required to perform the two-stepa quantitative impairment test,test; otherwise,

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no further analysis is required. We also may elect not to perform the qualitative assessment and, instead, proceed directly to the two-step quantitative impairment test.
In the first stepPerformance of the two-step quantitativequalitative goodwill impairment test,assessment requires judgment in identifying and considering the significance of relevant key factors, events, and circumstances that affect the fair values of our reporting units. This requires consideration and assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as our actual and planned financial performance. We also give consideration to the difference between each reporting unit's fair value and carrying value as of the most recent date that a fair value measurement was performed. If the results of the qualitative assessment conclude that it is not more likely than not that the fair value of a reporting unit is compared toexceeds its carrying value.value, additional quantitative impairment testing is performed.
The quantitative goodwill impairment test involves comparing the fair value of a reporting unit with its carrying value including goodwill. If the fair value of a reporting unit exceeds its carrying value, the reporting unit's goodwill is considered not to be impaired. However, if the carrying value of a reporting unit exceeds its fair value, the second step of the impairment test is performed for purposes of measuring the impairment. In the second step, the fair value of the reporting unit is allocated to all of the assets and liabilities of the reporting unit to determine an implied goodwill value. If the carrying amount of the reporting unit's goodwill exceeds the implied fair value of goodwill, an impairment loss will be recognizedis recorded in an amount equal to that excess. Any impairment charge recognized is limited to the amount of the respective reporting unit's allocated goodwill.
When performing the two-step quantitative impairment test, we estimateDetermining the fair value of oura reporting units usingunit under the incomequantitative goodwill impairment test requires judgment and market approaches. The estimate of fair value derived from the income approach is based on the present value of expected future cash flows, including terminal value, utilizing a market-based weighted average cost of capital determined separately for each reporting unit. The estimate of fair value derived from the market approach is based on earnings multiple data. The determination of fair valueoften involves the use of significant estimates and assumptions, including revenuean assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as actual and planned financial performance. These estimates and assumptions could have a significant impact on whether or not an impairment charge is recognized and the magnitude of any such charge. To assist management in the process of determining any potential goodwill impairment, we may review and consider appraisals from accredited independent valuation firms. Estimates of fair value are primarily determined using discounted cash flows and market comparisons. These approaches involve significant estimates and assumptions, including projected future cash flows (including timing), discount rates reflecting the risks inherent in those future cash flows, perpetual growth rates, operating margins, capital expenditures, working capital requirements, tax rates, terminal growth rates, discount rates,and selection of appropriate market comparable public companiesmetrics and synergistic benefits available to market participants. In addition, we make certain judgments and assumptions in allocating shared assets and liabilities to individual reporting units to determine the carrying amount of each reporting unit. To corroborate the reporting units’ valuation, we perform a reconciliation of the estimate of the aggregate fair value of the reporting units to ProAssurance's market capitalization, including consideration of a control premium.transactions.
As ofFor the most recent evaluation dategoodwill impairment test performed on October 1, 2017,2020, we performedelected to perform a qualitative goodwill impairment assessmenttest for both of our Specialty P&C and Workers' Compensation segments. Our Specialty P&CInsurance and Workers' Compensation segmentsSegregated Portfolio Cell Reinsurance reporting units. These reporting units have historically had an excess of fair value over book value and based on current operations are expected to continue to do so; therefore, our annual impairment test for both segmentsthese reporting units was performed qualitatively. In applying the qualitative approach, management considered macroeconomic factors, industry and market conditions, cost factors that could have a negative impact on the reporting units, actual financial performance of the reporting units versus expectations and management's future business expectations. As a result of the qualitative assessments, management concluded that it was not more likely than not that the fair value of theeach of our two reporting unitunits that have net goodwill was less than itsthe carrying value of each reporting unit as of the testing date; therefore, no further impairment testing was required. No goodwill impairment was recorded during the years ended December 31, 2019 or 2018. See Note 6 of the Notes to Consolidated Financial Statements for additional information about our goodwill.
Leases
We are involved in 2017, 2016a number of leases, primarily for office facilities. We determine if an arrangement is a lease at the inception date of the contract and classify all leases as either financing or 2015.
Intangibles
Intangibleoperating. As of December 31, 2020, all of our leases were classified as operating. Operating lease ROU assets with definite livesand operating lease liabilities are amortizedrecognized as of the lease commencement date based on the present value of the remaining lease payments, discounted over the estimated usefulterm of the lease using a discount rate determined based on information available as of the commencement date. The ROU asset represents the right to use the underlying asset (office space) for the lease term. As the majority of our lessors do not provide an implicit discount rate, we use our collateralized incremental borrowing rate in determining the present value of remaining lease payments. For leases entered into or reassessed after the adoption of ASU 2016-02 on January 1, 2019, we account for lease and non-lease components of a contract as a single lease component.
We evaluate our operating lease ROU assets for impairment at the asset group level whenever events or changes in circumstances indicate that the carrying amount of the asset group may not be recoverable. The carrying amount of an asset group, which includes the operating lease ROU asset and the related operating lease liability, is not recoverable if the carrying amount exceeds the sum of the undiscounted cash flows expected to result from the use of the asset group over the life of the asset. Amortizable intangible assets primarily consistprimary asset in the asset group. That assessment is based on the carrying amount of agencythe asset group, including the operating lease ROU asset and policyholder relationships, renewal rightsthe related operating lease liability, at the date it is tested for recoverability, and trade names. Intangible assetsan impairment loss is measured and recognized as the amount by which the carrying amount of the asset group exceeds its fair value. Any impairment loss is allocated to each asset in the asset group, including the operating ROU asset.
When a lease of an office facility is to be abandoned and will not be subleased, we first evaluate whether or not the operating lease ROU asset’s inclusion in an existing asset group continues to be appropriate and if the commitment to abandon

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the lease constitutes a change in circumstances requiring the operating lease ROU asset, or the larger asset group, to be tested for impairment. If an impairment test is required, it is performed in the same manner as discussed above. Any remaining carrying value of the operating lease ROU asset is amortized from the date we commit to a plan to abandon the lease to the expected date that we will cease to use the leased property. Leases to be abandoned in which we have the intent or practical ability to sublease continue to be accounted for under a held and use model, with an indefinite life, primarily state licenses, are not amortized. Intangible assetsno change to the amortization period of the operating lease ROU asset, and are evaluated for impairment on an annual basis. as a separate asset group at the date the sublease is executed.
Additional information regarding intangible assetsour leases is included in Note 1 and Note 10 of the Notes to Consolidated Financial Statements.
Audit Premium
Workers’ compensation premiums are determined based upon the payroll of the insured, applicablerespective premium rates and, where applicable, an experience-based modification factor, where applicable.factor. An audit of the policyholders’ records is conducted after policy expiration to make a final determination of applicable premiums. Audit premium due from or due to a policyholder as a result of an audit is reflected in net premiums written and earned when billed. We track, by policy, the amount of additional premium billed in final audit invoices as a percentage of payroll exposure and use this information to estimate the probable additional amount of EBUB premium as of the balance sheet date. We include changes to the EBUB premium estimate in net premiums written and earned in the period recognized. We reduced our EBUB estimate by $1.3 million during the year ended December 31, 2020 which primarily reflected a reduction in earned payroll exposure. As a result of the economic impact of COVID-19, we expect future reductions in payroll exposure related to in-force policies that could result in a significant decrease in audit premium and our EBUB estimate. We will continue to monitor and adjust the estimate, if necessary, based on changes in insured payrolls and economic conditions, as experience develops or new information becomes known; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted.
Lloyd’s Premium Estimates
For certain insurance policies and reinsurance contracts written in our Lloyd’s SyndicateSyndicates segment, premiums are initially recognized based upon estimates of ultimate premium. UltimateEstimated ultimate premium represents the total expectedconsists primarily of premium to be written


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under binder authoritybinding authorities, and certain assumed reinsurance agreements. These estimates of ultimate premium are judgmental and are dependent upon certain assumptions, including historical premium trends for similar agreements. As reports are received from programs, ultimate premium estimates are revised, if necessary, with changes reflected in current operations.
Accounting Changes
Other than changes dueDuring the second quarter of 2020, we early adopted ASU 2019-12 which is intended to the enactmentsimplify various aspects related to accounting for income taxes. The most impactful provision of the TCJA, wenew guidance on the Company is the removal of the limitation on the tax benefit recognized on pre-tax losses during interim periods in which the year-to-date loss exceeds the expected loss for the fiscal year.
We did not adopthave any accounting changes or have anyother change in accounting estimate or policy that had a material effect on our results of operations or financial position during 2017. As of December 31, 2017, we2020. We are not aware of any accounting changes not yet adopted as of December 31, 2020 that would have a material effect on our results of operations, financial position or financial position.cash flows. Note 1 of the Notes to Consolidated Financial Statements provides additional detail regarding accounting changes.changes not yet adopted.





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Liquidity and Capital Resources and Financial Condition
Overview
ProAssurance Corporation is a holding company and is a legal entity separate and distinct from its subsidiaries. As a holding company, our principal source of external revenue is our investment revenues. In addition, dividends from our operating subsidiaries represent a significantanother source of funds for our obligations, including debt service and shareholder dividends. We also charge our operating subsidiaries within our Specialty P&C and Workers' Compensation Insurance segments a management fee based on the extent to which services are provided to the subsidiary and the amount of gross premium written by the subsidiary. At December 31, 2017,2020, we held cash and liquid investments of approximately $396$260 million outside our insurance subsidiaries that were available for use without regulatory approval or other restriction, of which $267 million was used to pay shareholder dividends in January 2018.restriction. We also have an additional $105$250 million in permitted borrowings available under our Revolving Credit Agreement which includes $28as well as the possibility of a $50 million of the balance outstanding at December 31, 2017 that was repaid asaccordion feature if successfully subscribed. As of February 16, 2018. Additionally, we have available an accordion feature which, if subscribed successfully, would allow another $50 million in available funds as discussed in this section19, 2021, no borrowings were outstanding under the heading "Debt."our Revolving Credit Agreement.
During 2017,2020, our operating subsidiaries paid dividends to us of approximately $360$118 million,, including which included extraordinary dividends fromof approximately $64 million. In the aggregate, our insurance subsidiaries of approximately $200 million. Our insurance subsidiaries, in the aggregate, are permitted to pay dividends of approximately $137$87 million over the course of 20182021 without prior approval of state insurance regulators. However, the payment of any dividend requires prior notice to the insurance regulator in the state of domicile, and the regulator may reduce or prevent the dividend if, in its judgment, payment of the dividend would have an adverse effect on the surplus of the insurance subsidiary. We make the decision to pay dividends from an insurance subsidiary based on the capital needs of that subsidiary and may pay less than the permitted dividend or may also request permission to pay an additional amount (an extraordinary dividend).
Cash Flows
Cash flows between periods compare as follows:
 Year Ended December 31
(In thousands)2017 vs 2016 2016 vs 2015 2015 vs 2014
Increase (decrease) in net cash provided (used) by:     
Operating activities$(20,124) $57,996
 $15,122
Investing activities503,606
 (506,726) (39,193)
Financing activities(342,581) 280,917
 474
Increase (decrease) in cash and cash equivalents$140,901
 $(167,813) $(23,597)
Year Ended December 31
(In thousands)20202019Change
Net cash provided (used) by:
Operating activities$92,343 $148,166 $(55,823)
Investing activities(8,484)50,522 (59,006)
Financing activities(43,446)(103,790)60,344 
Increase (decrease) in cash and cash equivalents$40,413 $94,898 $(54,485)
Year Ended December 31
(In thousands)20192018Change
Net cash provided (used) by:
Operating activities$148,166 $177,265 $(29,099)
Investing activities50,522 214,897 (164,375)
Financing activities(103,790)(446,186)342,396 
Increase (decrease) in cash and cash equivalents$94,898 $(54,024)$148,922 
The principal components of our operating cash flows are the excess of premiums collected and net investment income over losses paid and operating costs, including income taxes. Timing delays exist between the collection of premiums and the payment of losses associated with the premiums. Premiums are generally collected within the twelve-month period after the policy is written, while our claim payments are generally paid over a more extended period of time. Likewise, timing delays exist between the payment of claims and the collection of any associated reinsurance recoveries.
The decrease in operating cash flows in 20172020 as compared to 2016 was primarily driven by an increase in tax payments2019 of $25.1$55.8 million and an increase in cash paid for other underwriting and operating expenses of approximately $17.0 million. The increase in tax payments was due to the effect of a $15.0 million tax refund received in 2016 for the 2015 tax year and a $10.1 million increase in 2017 estimated tax payments. The increase in cash paid for other underwriting and operating expenses was primarily due to an increase in policy acquisition costs and an increase in cash paid for interest, primarily due to an increase in our weighted average outstanding debt. These decreases in operating cash flows were partially offset by an increase in premium receiptslosses of $16.1 million, driven by our Workers' Compensation segment, and a decrease in loss payments of $11.9$89.1 million driven by our Specialty P&C segment.
and Segregated Portfolio Cell Reinsurance segments. The increase in paid losses in our Specialty P&C segment was primarily due to higher average claim payments which we believe is an indication that the higher severity trends that we are experiencing in our HCPL case reserve estimates are emerging in actual claim payments. The increase in paid losses in our Segregated Portfolio Cell Reinsurance segment reflected the payment of a $10 million claim during the first quarter of 2020 by an SPC at Eastern Re in which we do not participate. The payment related to a reserve established by the SPC in 2019 related to an errors and omissions liability policy. Furthermore, the decrease in operating cash flows reflected a decrease in 2016 as comparednet cash received of $7.4 million associated with the cash settlement of the 2017 calendar year quota share reinsurance agreement between our Specialty P&C segment and Syndicate 1729 due to 2015 wasthe reduction

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in premiums ceded to Syndicate 1729. The decrease in operating cash flows also reflected one-time expenses of $5.4 million primarily related to employee severance and early retirement benefits paid to certain employees in 2020. Additionally, the decrease in operating cash flows reflected a decrease in cash received from investment income of $3.5 million primarily due to a reduction in dividends received on our equity portfolio resulting from a decrease in our allocation to this asset category. The decrease in operating cash flows was somewhat offset by an increase in net premium receipts of $28.1 million and a decrease in 2020 net tax payments as compared to 2019 of $9.8 million. The increase in net premium receipts was driven by a $35.5our Specialty P&C segment due to $14.3 million reduction in estimated tax payments and a $15.0 million refundof tail premium received in 2016 for the 2015 tax year. In addition, the increase reflected premium receipts of $11.8 million from a novation entered intolarge national healthcare account during the fourthsecond quarter of 20162020 (see further discussion under the heading "Gross Premiums Written" withinin our Segment Operating Results - Specialty Property & Casualty section that follows).
The decrease in net tax payments was primarily due to refunds received in 2020. Furthermore, the decrease in operating cash flows was partially offset by an increase in net cash received of $6.8 million associated with the cash settlement of a quota share reinsurance agreement between our Specialty P&C segment and one of its reinsurers. The remaining variance in operating cash flows in 20152020 as compared to 20142019 was comprised of individually insignificant components.
The decrease in operating cash flows in 2019 as compared to 2018 of $29.1 million was primarily due to an increase in cash contributed by our Lloyd's Syndicate operationspaid losses of $18.3$30.2 million, and a decrease in loss payments of $34.5 million, partially offset by a decrease in cash received from investment income of $24.3$9.8 million and an increase in tax paymentscash paid for operating expenses of $18.9$8.1 million. The increase in taxpaid losses was driven by our Specialty P&C and Workers' Compensation Insurance segments. The increase in paid losses in our Specialty P&C segment primarily reflected higher average claims payments during 2015in 2019 as compared to 2018 and the increase in paid losses in our Workers' Compensation Insurance segment primarily reflected the effecttiming of loss payments between periods. The decrease in cash received from investment income was primarily due to a $30.5decline in distributed earnings from our unconsolidated subsidiaries. The increase in cash paid for operating expenses was driven by an increase in brokerage expenses in our Lloyd's Syndicates segment from the continuing growth of Syndicate 6131 as well as an increase in fees associated with a data analytics services agreement entered into during the fourth quarter of 2018 in our Specialty P&C segment. In addition, the decrease in operating cash flows reflected a decrease in net cash received of $3.0 million tax refund receivedassociated with the cash settlement from the commutation of the 2017 and 2016 calendar year quota share reinsurance agreements between our Specialty P&C segment and Syndicate 1729 due to the reduction in 2014, slightlypremiums ceded to Syndicate 1729. The decrease in operating cash flows was partially offset by an increase in net premium receipts of $19.0 million and a $13.0 million decrease in 2015 estimated tax payments.


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$3.0 million. The increase in net premium receipts was primarily due to the growth in written premium in our Lloyd's Syndicates and Specialty P&C segments.
We manage our investing cash flows to ensure that we will have sufficient liquidity to meet our obligations, taking into consideration the timing of cash flows from our investments, including interest payments, dividends and principal payments, as well as the expected cash flows to be generated by our operations as discussed in this section under the heading "Investing Activities and Related Cash Flows."
Our financing cash flows are primarily composed of dividend payments and borrowings and repayments under our Revolving Credit Agreement and repurchases of common stock.Agreement. See further discussion of our financing activities in this section under the heading "Financing Activities and Related Cash Flows."


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Operating Activities and Related Cash Flows
Losses
The following table, known as the Analysis of Reserve Development, presents information over the preceding ten years regarding the payment of our losses as well as changes to (the development of) our estimates of losses during that time period. As noted in the table, we have completed various acquisitions over the ten year period which have affected original and re-estimated gross and net reserve balances as well as loss payments.
The table includes losses on both a direct and an assumed basis and is net of anticipated reinsurance recoverables. The gross liability for losses before reinsurance, as shown on the balance sheet, and the reconciliation of that gross liability to amounts net of reinsurance are reflected below the table. We do not discount our reserve for losses to present value. Information presented in the table is cumulative and, accordingly, each amount includes the effects of all changes in amounts for prior years. The table presents the development of our balance sheet reserve for losses; it does not present accident year or policy year development data. Conditions and trends that have affected the development of liabilities in the past may not necessarily occur in the future. Accordingly, it is not appropriate to extrapolate future redundancies or deficiencies based on this table.
The following may be helpful in understanding the Analysis of Reserve Development:
The line entitled “Reserve for losses, undiscounted and net of reinsurance recoverables” reflects our reserve for losses and loss adjustment expense, less the receivables from reinsurers, each as reported in our consolidated financial statementsConsolidated Balance Sheets at the end of each year (the Balance Sheet Reserves).
The section entitled “Cumulative net paid, as of” reflects the cumulative amounts paid as of the end of each succeeding year with respect to the previously recorded Balance Sheet Reserves.
The section entitled “Re-estimated net liability as of” reflects the re-estimated amount of the liability previously recorded as Balance Sheet Reserves that includes the cumulative amounts paid and an estimate of the remaining net liability based upon claims experience as of the end of each succeeding year (the Net Re-estimated Liability).
The line entitled “Net cumulative redundancy (deficiency)” reflects the difference between the previously recorded Balance Sheet Reserve for each applicable year and the Net Re-estimated Liability relating thereto as of the end of the most recent fiscal year.



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Analysis of Reserve DevelopmentAnalysis of Reserve DevelopmentAnalysis of Reserve Development
December 31December 31
(In thousands)2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017(In thousands)20102011201220132014201520162017201820192020
Reserve for losses, undiscounted and net of reinsurance recoverables$2,232,596
 $2,111,112
 $2,159,571
 $2,136,664
 $2,000,114
 $1,860,076
 $1,825,304
 $1,820,300
 $1,755,976
 $1,719,953
 $1,712,796
Reserve for losses, undiscounted and net of reinsurance recoverables$2,136,664 $2,000,114 $1,860,076 $1,825,304 $1,820,300 $1,755,976 $1,719,953 $1,712,796 $1,776,027 $1,955,818 $2,032,092 
Cumulative net paid, as of:                     Cumulative net paid, as of:
One Year Later312,348
 278,655
 291,654
 264,597
 300,703
 311,835
 343,197
 390,849
 383,062
 369,682
  One Year Later264,597 300,703 311,835 343,197 390,849 383,062 369,682 412,711 458,991 501,969 
Two Years Later550,042
 468,277
 476,682
 491,657
 526,903
 563,805
 571,690
 646,878
 633,246
    Two Years Later491,657 526,903 563,805 571,690 646,878 633,246 644,422 704,830 787,223 
Three Years Later694,113
 584,410
 614,369
 639,220
 682,576
 704,795
 732,892
 804,624
      Three Years Later639,220 682,576 704,795 732,892 804,624 818,102 824,686 900,421 
Four Years Later777,114
 666,105
 706,091
 737,253
 763,703
 800,189
 826,384
        Four Years Later737,253 763,703 800,189 826,384 917,236 918,403 958,735 
Five Years Later833,471
 724,377
 761,659
 789,965
 821,742
 852,873
          Five Years Later789,965 821,742 852,873 891,615 971,392 994,771 
Six Years Later874,479
 758,863
 793,528
 828,043
 852,119
            Six Years Later828,043 852,119 893,529 924,334 1,012,975 
Seven Years Later898,646
 778,795
 811,333
 844,810
              Seven Years Later844,810 876,840 915,730 952,118 
Eight Years Later911,961
 790,950
 821,435
                Eight Years Later859,561 891,820 930,375 
Nine Years Later917,797
 796,125
                  Nine Years Later869,316 899,969 
Ten Years Later921,129
                    Ten Years Later872,667 
Re-estimated net liability as of:                     Re-estimated net liability as of:
End of Year2,232,596
 2,111,112
 2,159,571
 2,136,664
 2,000,114
 1,860,076
 1,825,304
 1,820,300
 1,755,976
 1,719,953
  End of Year2,136,664 2,000,114 1,860,076 1,825,304 1,820,300 1,755,976 1,719,953 1,712,796 1,776,027 1,955,818 
One Year Later2,047,344
 1,903,812
 1,925,581
 1,810,799
 1,728,076
 1,644,203
 1,644,516
 1,659,120
 1,612,198
 1,585,593
  One Year Later1,810,799 1,728,076 1,644,203 1,644,516 1,659,120 1,612,198 1,585,593 1,620,680 1,764,244 1,905,419 
Two Years Later1,829,140
 1,665,832
 1,615,603
 1,543,650
 1,498,158
 1,472,259
 1,483,378
 1,519,078
 1,485,357
    Two Years Later1,543,650 1,498,158 1,472,259 1,483,378 1,519,078 1,485,357 1,481,292 1,541,237 1,716,096 
Three Years Later1,596,508
 1,383,189
 1,362,538
 1,324,906
 1,342,996
 1,331,828
 1,358,560
 1,396,130
      Three Years Later1,324,906 1,342,996 1,331,828 1,358,560 1,396,130 1,380,687 1,373,145 1,501,138 
Four Years Later1,357,126
 1,154,552
 1,172,091
 1,205,737
 1,224,597
 1,231,337
 1,252,605
        Four Years Later1,205,737 1,224,597 1,231,337 1,252,605 1,296,074 1,279,877 1,340,191 
Five Years Later1,185,051
 1,019,407
 1,086,027
 1,111,591
 1,148,793
 1,157,493
          Five Years Later1,111,591 1,148,793 1,157,493 1,173,975 1,228,480 1,253,245 
Six Years Later1,084,422
 961,808
 1,012,597
 1,050,549
 1,091,646
            Six Years Later1,050,549 1,091,646 1,108,716 1,126,308 1,211,706 
Seven Years Later1,041,623
 915,935
 961,987
 1,010,802
              Seven Years Later1,010,802 1,056,053 1,078,057 1,121,087 
Eight Years Later1,011,674
 885,698
 940,035
                Eight Years Later988,980 1,034,690 1,075,277 
Nine Years Later992,015
 871,466
                  Nine Years Later971,554 1,033,435 
Ten Years Later978,633
                    Ten Years Later972,265 
                     
Net cumulative redundancy (deficiency)$1,253,963
 $1,239,646
 $1,219,536
 $1,125,862
 $908,468
 $702,583
 $572,699
 $424,170
 $270,619
 $134,360
  Net cumulative redundancy (deficiency)$1,164,399 $966,679 $784,799 $704,217 $608,594 $502,731 $379,762 $211,658 $59,931 $50,399 
Original gross liability - end of year$2,559,707
 $2,379,468
 $2,422,230
 $2,414,100
 $2,247,772
 $2,051,428
 $2,072,822
 $2,058,266
 $2,005,326
 $1,993,428
  Original gross liability - end of year$2,414,100 $2,247,772 $2,051,428 $2,072,822 $2,058,266 $2,005,326 $1,993,428 $2,048,381 $2,119,847 $2,346,526 
Reinsurance recoverables(327,111) (268,356) (262,659) (277,436) (247,658) (191,352) (247,518) (237,966) (249,350) (273,475)  Reinsurance recoverables(277,436)(247,658)(191,352)(247,518)(237,966)(249,350)(273,475)(335,585)(343,820)(390,708)
Original net liability - end of year$2,232,596
 $2,111,112
 $2,159,571
 $2,136,664
 $2,000,114
 $1,860,076
 $1,825,304
 $1,820,300
 $1,755,976
 $1,719,953
  Original net liability - end of year$2,136,664 $2,000,114 $1,860,076 $1,825,304 $1,820,300 $1,755,976 $1,719,953 $1,712,796 $1,776,027 $1,955,818 
Gross re-estimated liability - latest$1,214,306
 $1,016,303
 $1,066,624
 $1,142,569
 $1,226,131
 $1,287,377
 $1,423,461
 $1,590,748
 $1,714,529
 $1,858,768
  Gross re-estimated liability - latest$1,099,378 $1,162,217 $1,197,149 $1,263,811 $1,369,572 $1,450,524 $1,571,759 $1,806,131 $2,044,864 $2,287,058 
Re-estimated reinsurance recoverables(235,673) (144,837) (126,589) (131,767) (134,485) (129,884) (170,856) (194,618) (229,172) (273,175)  Re-estimated reinsurance recoverables(127,113)(128,782)(121,872)(142,724)(157,866)(197,279)(231,568)(304,993)(328,768)(381,639)
Net re-estimated liability - latest$978,633
 $871,466
 $940,035
 $1,010,802
 $1,091,646
 $1,157,493
 $1,252,605
 $1,396,130
 $1,485,357
 $1,585,593
  Net re-estimated liability - latest$972,265 $1,033,435 $1,075,277 $1,121,087 $1,211,706 $1,253,245 $1,340,191 $1,501,138 $1,716,096 $1,905,419 
Gross cumulative redundancy (deficiency)$1,345,401
 $1,363,165
 $1,355,606
 $1,271,531
 $1,021,641
 $764,051
 $649,361
 $467,518
 $290,797
 $134,660
  Gross cumulative redundancy (deficiency)$1,314,722 $1,085,555 $854,279 $809,011 $688,694 $554,802 $421,669 $242,250 $74,983 $59,468 
See table notes on following page.







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Table Notes
Reserves for 2009 and thereafter include gross and net reserves acquired in 2009 business combinations of $169.4 million and $163.9 million, respectively.
Reserves for 2010 and thereafter include gross and net reserves acquired in 2010 business combinations of $88.1 million and $82.2 million, respectively.
Reserves for 2012 and thereafter include gross and net reserves acquired in 2012 business combinations of $21.8 million and $19.2 million, respectively, which considers reductions of $3.6 million and $3.3 million, respectively, recorded in 2013 due to the re-estimation of the fair value of the acquired reserves.
Reserves for 2013 include gross and net reserves acquired in 2013 business combinations of $201.1 million and $126.0 million, respectively.
Reserves for 2014 include gross and net reserves acquired in 2014 business combinations of $153.2 million and $139.5 million, respectively.
In each year reflected in the table, we have estimated our reserve for losses utilizing the management and actuarial processes discussed under the heading "Reserve for Losses and Loss Adjustment Expenses" in the Critical Accounting Estimates section. Factors that have contributed to the variation in loss development are primarily related to the extended period of time required to resolve professional liability claims and include the following:
The HCPL legal environment deteriorated in the late 1990’s and severity began to increase at a greater pace than anticipated in our rates and reserve estimates. We addressed the adverse severity trends through increased rates, stricter underwriting and modifications to claims handling procedures, and reflected this adverse severity trend when we established our initial reserves for subsequent years.
These adverse severity trends later moderated, with that moderation becoming more pronounced beginning in 2009. We have beenwere cautious in giving full recognition to indications that the pace of severity increase had slowed, however we have givengave measured recognition of the improved trend in our reserve estimates, as discussed more fully under the heading “Reserve for Losses and Loss Adjustment Expenses" in the Critical Accounting Estimates section (reserve for losses or reserve).estimates. The favorable development was most pronounced for years 2004 to 2008, as the initial reserves for these accident years were established prior to substantial indication that severity trends were moderating. We have givengave stronger recognition to the lower severity trend as time has elapsed and a greater percentage of claims havewere closed.
A general decline in claimclaims frequency has also been a contributor to favorable loss development. A significant portion of our policies through 2003 were issued on an occurrence basis, and a smaller portion of our ongoing business results from the issuance of extended reporting endorsements which have occurrence-like exposure. As claimclaims frequency declined, the number of reported claims related to these coverages was less than originally expected.

Beginning in 2017, we identified potential higher severity trends in the broader HCPL industry. These trends were also reflected in increases in estimates of ultimate losses for open HCPL claims for earlier accident years, which resulted in a lower amount of favorable development recognized in 2018 and 2017 as compared to prior years.
During 2019 the loss experience in our Specialty line of business deteriorated further, particularly in regard to the reserves we established for a large national healthcare account that has experienced losses far exceeding the assumptions we made when underwriting the account, beginning in 2016. As a result, we strengthened our Specialty reserves through the recognition of net unfavorable development on prior accident years and a higher current accident year net loss ratio in our Specialty P&C segment in 2019 as discussed more fully in our Segment Results - Specialty Property and Casualty section that follows.


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Activity in our net reserve for losses during 2017, 20162020, 2019 and 20152018 is summarized below:
 Year Ended December 31
(In thousands)202020192018
Balance, beginning of year$2,346,526 $2,119,847 $2,048,381 
Less reinsurance recoverables on unpaid losses and loss adjustment expenses390,708 343,820 335,585 
Net balance, beginning of year1,955,818 1,776,027 1,712,796 
Net losses:
Current year(1)(2)(3)
711,846 765,698 685,326 
Favorable development of reserves established in prior years, net(50,399)(11,783)(92,116)
Total661,447 753,915 593,210 
Paid related to:
Current year(83,204)(115,133)(117,268)
Prior years(501,969)(458,991)(412,711)
Total paid(585,173)(574,124)(529,979)
Net balance, end of year2,032,092 1,955,818 1,776,027 
Plus reinsurance recoverables on unpaid losses and loss adjustment expenses385,087 390,708 343,820 
Balance, end of year$2,417,179 $2,346,526 $2,119,847 
 Year Ended December 31
(In thousands)2017 2016 2015
Balance, beginning of year$1,993,428
 $2,005,326
 $2,058,266
Less reinsurance recoverables on unpaid losses and loss adjustment expenses273,475
 249,350
 237,966
Net balance, beginning of year1,719,953
 1,755,976
 1,820,300
Net losses:     
Current year603,518
 587,007
 571,891
Favorable development of reserves established in prior years, net(134,360) (143,778) (161,180)
Total469,158
 443,229
 410,711
Paid related to:     
Current year(106,633) (96,190) (84,186)
Prior years(369,682) (383,062) (390,849)
Total paid(476,315) (479,252) (475,035)
Net balance, end of year1,712,796
 1,719,953
 1,755,976
Plus reinsurance recoverables on unpaid losses and loss adjustment expenses335,585
 273,475
 249,350
Balance, end of year$2,048,381
 $1,993,428
 $2,005,326
At (1) Current year net losses for the year ended December 31, 20172019 included incurred losses of $2.1 million related to a loss portfolio transfer entered into during 2019 in the Specialty P&C segment. Current year net losses in 2018 included incurred losses of $25.4 million related to a loss portfolio transfer entered into during the second quarter of 2018 (see Note 8 of the Notes to Consolidated Financial Statements).
(2) Current year net losses for the year ended December 31, 2019 included a PDR of $9.2 million associated with the unearned premium of a large national healthcare account's claims-made policy in the Specialty P&C segment. Current year net losses for the year ended December 31, 2020 included the amortization of the aforementioned $9.2 million PDR which offsets the impact of the losses incurred associated with the premium earned related to the large national healthcare account's claims-made policy. For additional information regarding the PDR see Note 7 of the Notes to Consolidated Financial Statements.
(3) During 2020, the aforementioned large national healthcare account did not renew on terms offered by us and exercised its contractual option to purchase extended reporting endorsement or "tail" coverage. As a result, we recognized total current year losses of $60.0 million (assumes a full limit loss) within the Specialty P&C segment for the year ended December 31, 2020 (see Note 8 of the Notes to Consolidated Financial Statements).
At December 31, 2020 our gross reserve for losses included case reserves of approximately $1.2$1.4 billion and IBNR reserves of approximately $0.8 billion.$1.0 billion. Our consolidated gross reserve for losses on a GAAP basis exceeds the combined gross reserves of our insurance subsidiaries on a statutory basis by approximately $0.2$0.2 billion,, which is principally due to the portion of the GAAP reserve for losses that is reflected for statutory accounting purposes as unearned premiums. These unearned premiums are applicable to extended reporting endorsements (“tail” coverage) issued without a premium charge upon death, disability or retirement of an insured who meets certain qualifications.
Reinsurance
Within our Specialty P&C segment, we use insurance and reinsurance (collectively, “reinsurance”) to provide capacity to write larger limits of liability, to provide reimbursement for losses incurred under the higher limit coverages we offer and to provide protection against losses in excess of policy limits. Within our Workers' Compensation Insurance segment, we use reinsurance to reduce our net liability on individual risks, to mitigate the effect of significant loss occurrences (including catastrophic events), to stabilize underwriting results and to increase underwriting capacity by decreasing leverage. In both theour Specialty P&C and Workers' Compensation Insurance segments, we use reinsurance in risk sharing arrangements to align our objectives with those of our strategic business partners and to provide custom insurance solutions for large customer groups. We have a quota share arrangement with Syndicate 1729 established to provide an initial premium base for Syndicate 1729 which was not renewed on January 1, 2018. The purchase of reinsurance does not relieve us from the ultimate risk on our policies; however, it does provide reimbursement for certain losses we pay. We pay our reinsurers a premium in exchange for reinsurance of the risk. In the majoritycertain of our excess of loss arrangements, the premium due to the reinsurer is determined by the loss experience of the business reinsured, subject to certain minimum and maximum amounts. Until all loss amounts are known, we estimate the premium due to the reinsurer.

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Changes to the estimate of premium owed under reinsurance agreements related to prior periods are recorded in the period in which the change in estimate occurs and can have a significant effect on net premiums earned.
We generally reinsure risksoffer alternative market solutions whereby we cede certain premiums from our Workers' Compensation Insurance and Specialty P&C segments to either the SPCs at Inova Re or Eastern Re, our Cayman Islands reinsurance subsidiaries which are reported in our Segregated Portfolio Cell Reinsurance segment, or, to a limited extent, an unaffiliated captive insurer for one program. For the years ended December 31, 2020 and 2019, we wrote total alternative market premium of approximately $76.6 million and $90.0 million, respectively. The majority of these policies ($72.8 million and $86.7 million of premium in 2020 and 2019, respectively) are reinsured to the SPCs at Inova Re or Eastern Re, net of a ceding commission. Each SPC at Inova Re and Eastern Re is owned, fully or in part, by an agency, group or association, and the results of the SPCs are due to the participants of that cell. We participate to a varying degree in the results of selected SPCs and, for the SPCs in which we participate, our participation interest ranges from a low of 20% to a high of 85%. SPC results attributable to external cell participants are reflected as an SPC dividend expense (income) in our Segregated Portfolio Cell Reinsurance segment. See further discussion on our SPC operations in the Segment Results - Segregated Portfolio Cell Reinsurance section that follows. The alternative market workers' compensation policies are ceded from our Workers' Compensation Insurance segment to the SPCs under treaties (our100% quota share reinsurance agreements. The alternative market healthcare professional liability policies are ceded from our Specialty P&C segment to the SPCs under either excess of loss or quota share reinsurance arrangements) pursuant to whichagreements, depending on the reinsurers agree to assume all or astructure of the individual program. The nominal portion of all risksthe risk that we insure aboveis not ceded to an SPC is retained in our individual risk retention levels, up to the maximum individual limits offered. These arrangements are negotiatedSpecialty P&C segment and renewed annually. Renewal dates formay also be reinsured under our standard healthcare professional liability medical technology liabilityreinsurance program, depending on the policy limits provided. The remaining premium written in our alternative market business of $2.8 million and workers' compensation treaties are October 1, January 1$2.4 million in 2020 and May 1, respectively. There were no significant changes in the cost or structure of our professional liability and medical technology liability treaties which renewed October 1, 2017 and January 1, 2018, respectively. Our workers' compensation treaty renewed May 1, 2017 at a slightly higher rate than the previous agreement. The significant coverages provided by our current excess of loss reinsurance arrangements are detailed in the following table.2019, respectively, was 100% ceded to an unaffiliated captive insurer.


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Excess of Loss Reinsurance Agreements
We generally reinsure risks under treaties (our excess of loss reinsurance agreements) pursuant to which the reinsurers agree to assume all or a portion of all risks that we insure above our individual risk retention levels, up to the maximum individual limits offered. Generally, these agreements are negotiated and renewed annually. Our HCPL treaty renews annually on October 1 and, for the October 1, 2020 renewal, we increased our retention to $2 million from $1 million and added provisions for reinstatement premiums which resulted in a reduction to the gross rate paid under the renewed treaty. Historically, our Medical Technology Liability treaty renewed annually on January 1; however, the treaty that renewed on January 1, 2020 renewed on a short-term basis and was renewed again for a full year term on October 1, 2020 along with our HCPL treaty. Our Medical Technology Liability treaty which renewed on October 1, 2020 renewed at a lower rate than the previous agreement, with an increase in retention to $2 million from $1 million. Our Workers' Compensation treaty renews annually on May 1. Our traditional workers' compensation treaty renewed May 1, 2020 at a higher rate than the previous agreement, with an increase in the AAD to 3.16% from 2.1% of subject earned premium, in excess of the $0.5 million retention per loss occurrence; all other material treaty terms were consistent with the expiring agreement. The significant coverages provided by our current excess of loss reinsurance agreements are detailed in the following table.

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Excess of Loss Reinsurance Agreements
pra-20201231_g1.jpg
Healthcare
Professional
Liability
Medical Technology &
Life Sciences Products
Workers'

Compensation - Traditional
(1)Effective October 1, 2020, one prepaid limit reinstatement of $21M and a second limit reinstatement of up to $21M for the second layer, subject to reinstatement premium, which attaches after the first reinstatement has been completely exhausted. All limit reinstatements thereafter require no additional premium.
(2) Prior to October 1, 2020, retention has been $1M.
(3) Historically, retention has ranged from 5% to 32.5%.
(2) (4) Historically, retention has been as high asranged from $1M to $2M.
(5) Includes an AAD where retention is 3.16% of subject earned premium in annual losses otherwise recoverable in excess of the $500K retention per loss occurrence.
Large professional liabilityHCPL risks that are above the limits of our basic reinsurance treaties are reinsured on a facultative basis, whereby the reinsurer agrees to insure a particular risk up to a designated limit. We also have in place a number of risk sharing arrangements that apply to the first $1$2 million of losses for certain large healthcare systems and other insurance entities, andas well as with certain insurance agencies that produce business for us.
During 2017, we wrote workers' compensation and healthcare professional liability policies in our alternative market business generating premium of approximately $78.2 million. These policies are reinsured to the SPCs of our wholly owned subsidiary, Eastern Re, domiciled in the Cayman Islands, net of a ceding commission. The alternative market workers' compensation policies are ceded to the SPCs under 100% quota share reinsurance agreements and then further reinsured under an excess of loss reinsurance arrangement. The alternative market professional liability policies are ceded to the SPCs under either excess of loss or quota share reinsurance agreements, depending on the structure of the individual program, and the portion of the risk that is not ceded to an SPC may also be reinsured under our standard healthcare professional liability reinsurance program depending on the policy limits provided. The remaining premium written in our alternative market business of $6.8 million in 2017 is 100% ceded to unaffiliated captive insurers.

Each SPC has preferred shareholders or participants and the underwriting profit or loss of each cell accrues fully to these preferred shareholders or participants. We participate as either a preferred shareholder or participant in certain SPCs. As of December 31, 2017, our ownership interest in the SPCs in which we participate is as low as 25% and as high as 85%.64


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Other Reinsurance Arrangements
As previously discussed, forFor the workers' compensation business ceded to Inova Re and Eastern Re, each SPC has in place its own reinsurance arrangements,arrangements; which are illustrated in the following table.
Segregated Portfolio Cell Reinsurance
pra-20201231_g2.jpg
Per Occurrence CoverageAggregate Coverage
(1) ProAssurance assumes 100% of aggregate losses in excess of an aggregate attachment point with a maximum loss limit of $100K.
(2) The attachment point is based on a percentage of written premium within individual cells (average is 89%) and varies by cell.
Each SPC has participants and the profit or loss of each cell accrues fully to these cell participants. As previously discussed, we participate in certain SPCs to a varying degree. Each SPC maintains a loss fund initially equal to the difference between premium assumed by the cell and the ceding commission. The external ownersparticipants of each cell provide collateral to us, typically in the form of a letter of credit, to us that is initially equal to the difference between the loss fund of the SPC (amount of funds available to pay losses after deduction of ceding commission) and the aggregate attachment point of the reinsurance. Over time, aan SPC's retained profits are considered in the determination of the collateral amount required to be provided by the cell's external owners.participants.
Within our Lloyd's SyndicateSyndicates segment, Syndicate 1729 utilizes reinsurance to provide capacity to write larger limits of liability on individual risks, to provide protection against catastrophic loss and to provide protection against losses in excess of policy limits. The level of reinsurance that Syndicate 1729 purchases is dependent on a number of factors, including its underwriting risk appetite for catastrophic exposure, the specific risks inherent in each line or class of business written and the pricing, coverage and terms and conditions available from the reinsurance market. Reinsurance protection by line of business is as follows:
Reinsurance is utilized on a per risk basis for the property insurance and casualty coverages in order to mitigate risk volatility.
Catastrophic protection is utilized on both our property insurance and casualty coverages to protect against losses in excess of policy limits as well as natural catastrophes.
Both quota share reinsurance and excess of loss reinsurance are utilized to manage the net loss exposure on our property reinsurance coverages.
Property umbrella excess of loss reinsurance is utilized for peak catastrophe and frequency of catastrophe exposures.



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Beginning in 2018, externalExternal excess of loss reinsurance will beis utilized by Syndicate 1729 to manage the net loss exposure on ourthe specialty property and contingency coverages ceded to Syndicate 6131. For the second half of 2020, external quota share reinsurance was utilized by Syndicate 6131 to manage the net loss exposure on the specialty property and contingency coverages it assumed from Syndicate 1729 by ceding essentially half of the premium assumed to an unaffiliated insurer; this agreement was non-renewed on January 1, 2021 (see further discussion in the Segment Operating Results - Lloyd’s SyndicateLloyd's Syndicates section that follows).
Syndicate 1729 may still be exposed to losses that exceed the level of reinsurance purchased as well as to reinstatement premiums triggered by losses exceeding specified levels. Cash demands on Syndicate 1729 can vary significantly depending on the nature and intensity of a loss event. For significant reinsured catastrophe losses, the inability or unwillingness of the reinsurer to make timely payments under the terms of the reinsurance agreement could have an adverse effect on Syndicate 1729's liquidity.
For all of our segments, we make a determination
Taxes
We are subject to the tax laws and regulations of the amountU.S., Cayman Islands and U.K. We file a consolidated U.S. federal income tax return that includes the parent company and its U.S. subsidiaries. Our filing obligations include a requirement to make quarterly payments of insurance risk we chooseestimated taxes to retain based upon numerous factors, including our risk tolerance and the capital we have to support it,IRS using the price and availability of reinsurance,corporate tax rate effective for the volume of business, our level of experience withtax year. We did not make any quarterly estimated tax payments during the year ended December 31, 2020.
As a particular set of claims and our analysisresult of the potential underwriting results.CARES Act that was signed into law on March 27, 2020, as previously discussed, we now have the ability to carryback NOLs generated in tax years 2018, 2019 and 2020 for up to five years. We purchase excesshave an NOL of loss reinsuranceapproximately $45.3 million from the 2020 tax year that will be carried back to limit the amount2015 tax year and is expected to generate a tax refund of riskapproximately $15.9 million. Additionally, we retainhad an NOL of approximately $25.6 million from the 2019 tax year which was carried back to the 2014 tax year and generated a tax refund of approximately $9.0 million which we do so from a numberreceived in February 2021. Furthermore, our effective tax rate for the year ended December 31, 2020 was affected by the tax rate differential on the carryback of companiesthe 2020 and 2019 NOLs to mitigate concentrationsthe 2015 and 2014 tax years, respectively, when the federal statutory tax rate was 35% as compared to the current tax rate of credit risk. We utilize reinsurance brokers to assist us21%. See further discussion on our effective tax rate for the year ended December 31, 2020 in the placement of these reinsurance programs and inSegment Results - Corporate section that follows under the analysisheading "Taxes." We have evaluated the other provisions of the credit qualityCARES Act and concluded that they will not have a material impact on our financial position or results of our reinsurers. The determinationoperations. See further discussion in Note 5 of which reinsurers we choosethe Notes to do business with is based upon an evaluation of their then current financial strength, rating and stability. However, the financial strength of our reinsurers and their corresponding ability to pay us may change in the future due to forces or events we cannot control or anticipate. As of December 31, 2017, there is no reinsurer, on an individual basis, for which our recoverables for both paid and unpaid claims (net of amounts due to the reinsurer) and our prepaid balances are aggregately $29 million or more.Consolidated Financial Statements.
Litigation
We are involved in various legal actions related to insurance policies and claims handling including, but not limited to, claims asserted against us by policyholders. These types of legal actions arise in the ordinary course of business and, in accordance with GAAP for insurance entities, are generally considered as a part of our loss reserving process, which is described in detail in our Critical Accounting Estimates section under the heading "Reserve for Losses and Loss Adjustment Expenses." We also have other direct actions against the Company unrelated to our claims activity which we evaluate and account for as a part of our other liabilities. For these corporate legal actions, we evaluate each case separately and establish what we believe is an appropriate reserve based on GAAP guidance related to contingent liabilities. As of December 31, 20172020 there were no material reserves established for corporate legal actions.

Taxes66
We are subject to the tax laws and regulations of the U.S. and U.K. We file a consolidated U.S. federal income tax return that includes the holding company and its U.S. subsidiaries. Our filing obligations include a requirement to make quarterly payments of estimated taxes to the IRS using the corporate tax rate effective for the tax year. The TCJA was signed into law on December 22, 2017. Due to its enactment date, the TCJA had no material effect on our liquidity for the year ended December 31, 2017.


56


Investing Activities and Related Cash Flows
Our investments at December 31, 20172020 and December 31, 20162019 are comprised as follows:
 December 31, 2020December 31, 2019
($ in thousands)Carrying
Value
% of Total InvestmentCarrying
Value
% of Total Investment
Fixed maturities, available for sale:
U.S. Treasury obligations$107,059 3 %$110,467 %
U.S. Government-sponsored enterprise obligations12,261 1 %17,340 %
State and municipal bonds332,920 10 %296,093 %
Corporate debt1,329,342 39 %1,340,364 40 %
Residential mortgage-backed securities276,541 8 %208,408 %
Commercial mortgage-backed securities126,402 4 %80,089 %
Other asset-backed securities273,006 8 %236,024 %
Total fixed maturities, available-for-sale2,457,531 73 %2,288,785 68 %
Fixed maturities, trading48,456 1 %47,284 %
Total fixed maturities2,505,987 74 %2,336,069 69 %
Equity investments120,101 4 %250,552 %
Short-term investments337,813 10 %339,907 10 %
BOLI67,847 2 %66,112 %
Investment in unconsolidated subsidiaries310,529 9 %358,820 11 %
Other investments47,068 1 %38,949 %
Total investments$3,389,345 100 %$3,390,409 100 %
 December 31, 2017 December 31, 2016
($ in thousands)Carrying
Value
% of Total Investment Carrying
Value
% of Total Investment
Fixed maturities, available for sale:     
U.S. Treasury obligations$133,627
4% $146,539
4%
U.S. Government-sponsored enterprise obligations20,956
1% 30,235
1%
State and municipal bonds632,243
17% 800,463
20%
Corporate debt1,167,158
31% 1,278,991
33%
Residential mortgage-backed securities197,844
5% 217,906
5%
Commercial mortgage-backed securities26,703
1% 32,394
1%
Other asset-backed securities101,711
3% 106,878
3%
Total fixed maturities, available for sale2,280,242
62% 2,613,406
67%
      
Equity securities, trading470,609
13% 387,274
10%
Short-term investments432,126
12% 442,084
11%
BOLI62,113
1% 60,134
1%
Investment in unconsolidated subsidiaries330,591
9% 340,906
9%
Other investments110,847
3% 81,892
2%
Total Investments$3,686,528
100% $3,925,696
100%

At December 31, 2020, 99% of our investments in available-for-sale fixed maturity securities were rated and the average rating was A+. The distribution of our investments in fixed-maturityavailable-for-sale fixed maturity securities by rating were as follows:
December 31, 2020December 31, 2019
($ in thousands)Carrying
Value
% of Total InvestmentCarrying
Value
% of Total Investment
Rating*
AAA$717,187 29 %$677,554 30 %
AA+103,996 4 %84,991 %
AA168,452 7 %152,118 %
AA-122,733 5 %153,377 %
A+197,274 8 %182,966 %
A323,044 13 %338,697 15 %
A-245,464 10 %171,553 %
BBB+189,971 8 %182,041 %
BBB190,385 8 %155,935 %
BBB-59,847 2 %52,523 %
Below investment grade133,607 5 %130,929 %
Not rated5,571 1 %6,101 %
Total$2,457,531 100 %$2,288,785 100 %
*Average of three NRSRO sources, presented as an S&P equivalent. Source: S&P, Copyright ©2021, S&P Global Market Intelligence

67

 December 31, 2017 December 31, 2016
($ in thousands)Carrying
Value
% of Total Investment Carrying
Value
% of Total Investment
Rating*     
AAA$617,091
27% $676,815
26%
AA+183,221
8% 213,892
8%
AA173,488
8% 227,076
9%
AA-195,110
9% 243,562
9%
A+210,263
9% 271,534
10%
A296,852
13% 282,530
11%
A-202,581
9% 221,139
9%
BBB+103,023
4% 132,705
5%
BBB100,025
4% 115,867
4%
BBB-48,207
2% 54,366
2%
Below investment grade119,310
6% 146,071
6%
Not rated31,071
1% 27,849
1%
Total$2,280,242
100% $2,613,406
100%

*Average of three NRSRO sources, presented as an S&P equivalent. Source: S&P, Copyright ©2017, S&P Global Market Intelligence

A detailed listing of our investment holdings as of December 31, 20172020 is located under the Financial Information heading on the Investor Relations page of our website which can be reached directly at www.proassurance.com/investmentholdings or through links from the Investor Relations section of our website, investor.proassurance.com.
We manage our investments to ensure that we will have sufficient liquidity to meet our obligations, taking into consideration the timing of cash flows from our investments, including interest payments, dividends and principal payments, as


57


well as the expected cash flows to be generated by our operations. During the year ended December 31, 2020, we received and granted requests for premium relief for certain insureds that have been adversely impacted by the recent COVID-19 pandemic in the form of either premium credits or premium deferrals. While premium credits and deferrals granted during the year ended December 31, 2020 did not have a significant impact on our liquidity, additional premium relief efforts could have an impact on our cash flows to be generated from our operations in future quarters and could result in an increase to our allowance for expected credit losses related to our premiums receivable. In addition to the interest and dividends we will receive from our investments, we anticipate that between $40$50 million and $70$110 million of our investmentsportfolio will mature (or be paid down) each quarter over the next twelve months and become available, if needed, to meet our cash flow requirements. The primary outflow of cash at our insurance subsidiaries is related to paid losses and operating costs, including income taxes. The payment of individual claims cannot be predicted with certainty; therefore, we rely upon the history of paid claims in estimating the timing of future claims payments.payments with consideration to current and anticipated industry trends and macroeconomic conditions, including the impacts of COVID-19. To the extent that we may have an unanticipated shortfall in cash, we may either liquidate securities or borrow funds under existing borrowing arrangements through our Revolving Credit Agreement and the FHLB system. As of February 16, 2018, $155 million could be made available for use throughPermitted borrowings under our Revolving Credit Agreement as discussed in this section underare $250 million with the heading "Debt."possibility of an additional $50 million accordion feature, if successfully subscribed. Given the duration of our investments, we do not foresee a shortfall that would require us to meet operating cash needs through additional borrowings. Additional information regarding the credit facilityour Revolving Credit Agreement is detailed in Note 911 of the Notes to Consolidated Financial Statements.
As discussed under the heading "Business CombinationsAt December 31, 2020, our FAL was comprised of fixed maturity securities with a fair value of $95.0 million and Ventures"cash and cash equivalents of $11.2 million deposited with Lloyd's. See further discussion in Note 3 of the Notes to Consolidated Financial Statements,Statements. During the third quarter of 2020, we received a return of approximately $32.3 million of FAL given the reduction in our fixed maturity and short-term investments include securities deposited with Lloyd'sparticipation in orderthe results of Syndicate 1729 for the 2020 underwriting year to meet our FAL requirement. At December 31, 2017, securities on deposit with Lloyd's included fixed maturities having a fair value of $123.5 million and short-term investments with a fair value of $0.4 million.29% from 61%.
Our investment portfolio continues to be primarily composed of high quality fixed income securities with approximately 93%94% of our fixed maturities being investment grade securities as determined by national rating agencies. The weighted average effective duration of our fixed maturity securities at December 31, 20172020 was 3.433.16 years; the weighted average effective duration of our fixed maturity securities combined with our short-term securities was 2.92.78 years.
The carrying value and unfunded commitments for certain of our investments were as follows:
Carrying Value 2017Carrying ValueDecember 31, 2020
($ in thousands, except expected funding period)20172016 Unfunded CommitmentExpected funding period in years($ in thousands, except expected funding period)December 31, 2020December 31, 2019Unfunded CommitmentExpected funding period in years
Qualified affordable housing project tax credit partnerships (1)
$84,607
$102,313
 $1,208
6
Qualified affordable housing project tax credit partnerships (1)
$27,719 $46,421 $744 6
Historic tax credit partnerships (2)
6,118
11,459
 3,004
2
Investment fund LPs/LLCs (2)
294,924
273,986
 160,428
6
Historic tax credit partnership (2)
Historic tax credit partnership (2)
 2,085  
All other investments, primarily investment fund LPs/LLCsAll other investments, primarily investment fund LPs/LLCs282,810 310,314 120,955 3
Total$385,649
$387,758
 $164,640

Total$310,529 $358,820 $121,699 
(1) The carrying value reflects our total commitments (both funded and unfunded) to the partnerships, less any amortization, since our initial investment. We fund these investments based on funding schedules maintained by the partnerships.
(1) The carrying value reflects our total commitments (both funded and unfunded) to the partnerships, less any amortization, since our initial investment. We fund these investments based on funding schedules maintained by the partnerships.
(1) The carrying value reflects our total commitments (both funded and unfunded) to the partnerships, less any amortization, since our initial investment. We fund these investments based on funding schedules maintained by the partnerships.
(2) The carrying value reflects our funded commitments less any amortization.
(2) The carrying value reflects our funded commitments less any amortization.
(2) The carrying value reflects our funded commitments less any amortization.
Investment fund LPs/LLCs are by nature less liquid and may involve more risk than other investments. We manage our risk through diversification of asset class and geographic location. At December 31, 2017,2020, we had investments in 3031 separate investment funds with a total carrying value of $294.9$282.8 million as shown in the table above, which represented approximately 8% of our Total Investments. We reviewtotal investments. Our investment fund LPs/LLCs generate earnings from trading portfolios, secured debt, debt securities, multi-strategy funds and monitorprivate equity investments, and the performance of these LPs/LLCs is affected by the volatility of equity and credit markets. For our investments in LPs/LLCs, we record our allocable portion of the partnership operating income or loss as the results of the LPs/LLCs become available, typically following the end of a reporting period.

68

Table of Contents
Acquisitions
We have entered into a definitive agreement to acquire NORCAL, an underwriter of medical professional liability insurance, subject to the demutualization of NORCAL Mutual, NORCAL's ultimate controlling party. Upon satisfaction of the various remaining regulatory approvals required, we are anticipating to close the transaction in the second quarter of 2021. Subject to NORCAL’s conversion from a mutual company to a stock company, we have agreed to acquire 100% of the converted company stock in exchange for base consideration of $450 million and contingent consideration of up to an additional $150 million depending on the development of NORCAL’s ultimate losses over a quarterly basis.three-year period following the acquisition date. The actual final cost of the transaction could vary due to the ability of NORCAL’s policyholders to elect forms of consideration other than stock in the demutualization transaction as provided by California law. Those alternative consideration options are tied to an appraised value of NORCAL as determined by the California insurance regulator rather than the price per share we have agreed to pay for 100% of NORCAL assuming that all policyholders elect to receive stock. Further, the transaction is subject to a number of closing conditions, including a maximum threshold for one of the alternative forms of consideration in the demutualization, a minimum threshold for the number of NORCAL shares tendered to us, and various required regulatory approvals, as previously mentioned. The Agreement and Plan of Acquisition is included as Exhibit 10.19 of this report. We plan to utilize our Revolving Credit Agreement to partially finance the acquisition (see further discussion on our Revolving Credit Agreement in this section under the heading "Debt"). The COVID-19 pandemic’s potential disruption to our business operations may require us to access our Revolving Credit Agreement for other purposes including working capital, capital expenditures or other general corporate requirements. If needed, we may be required to obtain additional financing and our ability to arrange such financing or refinancing will depend on, among other factors, our financial position and performance, as well as prevailing market conditions and other factors beyond our control. As a result, we may be compelled to take additional measures to preserve our cash flow, including the reduction of operating expenses or reduction or suspension of dividend payments, at least until the impacts of the COVID-19 pandemic improve. We believe that funds available under the Revolving Credit Agreement, along with cash generated from our operations and investment portfolio, will be sufficient to meet our liquidity needs.
Business Combinations and Ventures
There were no business combinations during the years ended December 31, 2017, 2016 and 2015.2020 or 2019.
In the fourth quarter of 2017, we provided 100% of the capital for the newly formed SPA, Syndicate 6131, which began active operations effective January 1, 2018. The capital for Syndicate 6131 was provided through an increase in our FAL securities, which at December 31, 2017 had a fair value of approximately $123.9 million, as discussed in Note 3 of the Notes to Consolidated Financial Statements. We have a total capital commitment to support our Lloyd's Syndicate operations through 2022 of up to $200 million. See further discussion in our Segment Operating Results - Lloyd's Syndicate section that follows.


58


Financing Activities and Related Cash Flows
Treasury Shares
Treasury share activity for 2017, 20162020, 2019 and 20152018 was as follows:
(In thousands)2017 2016 2015(In thousands)202020192018
Treasury shares at the beginning of the period9,409
 9,403
 5,763
Treasury shares at the beginning of the period9,325 9,352 9,368 
Shares reacquired, at cost of $2 million and $170 million for 2016 and 2015, respectively
 44
 3,680
Shares reissued, primarily those reissued pursuant to the ProAssurance 2011 Employee Stock Ownership Plan, fair value of approximately $2 million in each period presented(41) (38) (40)
Shares reissued, primarily those reissued pursuant to the ProAssurance 2011 Employee Stock Ownership Plan, had a fair value of approximately $1 million in both 2019 and 2018Shares reissued, primarily those reissued pursuant to the ProAssurance 2011 Employee Stock Ownership Plan, had a fair value of approximately $1 million in both 2019 and 2018 (27)(16)
Treasury shares at the end of the period9,368
 9,409
 9,403
Treasury shares at the end of the period9,325 9,325 9,352 
We did not repurchase any common shares subsequent to December 31, 20172020 and as of February 16, 201819, 2021 our remaining Board authorization was approximately $110 million.

69

Table of Contents
ProAssurance Shareholder Dividends
Our Board declared cash dividends during 2017, 20162020, 2019 and 20152018 as follows:
Quarterly Cash Dividends Declared, per Share
Quarterly Cash Dividends Declared, per Share
 2017 2016 2015202020192018
First Quarter $0.31
 $0.31
 $0.31
First Quarter$0.31 $0.31 $0.31 
Second Quarter $0.31
 $0.31
 $0.31
Second Quarter$0.05 $0.31 $0.31 
Third Quarter $0.31
 $0.31
 $0.31
Third Quarter$0.05 $0.31 $0.31 
Fourth Quarter $0.31
 $0.31
 $0.31
Fourth Quarter$0.05 $0.31 $0.31 
Fourth Quarter - Special dividend $4.69
 $4.69
 $1.00
Fourth Quarter - Special dividend$ $— $0.50 
Each dividend was paid in the month following the quarter in which it was declared. Cash dividends totaling $315$39 million, $119$93 million and $218$316 million were paid during the years ended December 31, 2017, 20162020, 2019 and 2015,2018, respectively. Given our current earnings profile, the effects that underlying conditions in the broader insurance marketplace continue to have on our results and the uncertainties introduced by the COVID-19 pandemic, our Board made the decision to reduce our quarterly cash dividend from $0.31 per share to $0.05 per share, beginning with the dividend that was declared during the second quarter of 2020. Any decision to pay future cash dividends is subject to the Board’s final determination after a comprehensive review of financial performance, future expectations and other factors deemed relevant by the Board.
Debt
At December 31, 2017,2020, our debt included $250 million of outstanding unsecured senior notes. The notes bear interest at 5.3% annually and are due in 2023 although they may be redeemed in whole or part prior to maturity. There are no financial covenants associated with these notes.
We have a Revolving Credit Agreement, which expires in November 2024, that may be used for general corporate purposes, including, but not limited to, short-term working capital, share repurchases as authorized by the Board and support for other activities.activities, such as the planned acquisition of NORCAL, as previously discussed under the heading "Acquisitions." Our Revolving Credit Agreement permits borrowings of up to $200$250 million and has availableas well as the possibility of a $50 million accordion feature, which, if successfully subscribed, would expand permittedsubscribed. At December 31, 2020, there were no outstanding borrowings up to $250 million. During 2017, we repaid $77 million of the balance outstanding on theour Revolving Credit Agreement, and at December 31, 2017,Agreement; we had outstanding borrowings of $123 million, on a fully secured basis. In January and February of 2018, we repaid $28 million of the balance outstanding on the Revolving Credit Agreement, and the remaining outstanding borrowing is repayable or renewable in the first quarter of 2018. Repayment can be deferred until expiration of the Revolving Credit Agreement in June 2020. We are in compliance with the financial covenants of the Revolving Credit Agreement.
During the fourth quarter of 2017, two of our subsidiaries each entered into ten-year mortgage loans collectively totaling approximately $40 million (Mortgage Loans)We have Mortgage Loans with one lender in connection with the recapitalization of two office buildings.buildings, which mature in December 2027. The Mortgage Loans mature in December 2027 and accrue interest at three-month LIBOR plus 132.5 basis points1.325% with principal and interest payable on a quarterly basis. WeAt December 31, 2020, the outstanding balance of the Mortgage Loans was approximately $36 million; we are in compliance with the financial covenant of the Mortgage Loans.
Additional information regarding our debt is provided in Note 911 of the Notes to Consolidated Financial Statements.
During the fourth quarter of 2017, we entered intoWe utilize an interest rate cap agreement with a notional amount of $35 million to manage our exposure to increases in LIBOR on our Mortgage Loans. Per the interest rate cap agreement, we are entitled to receive cash payments if and when the three-month LIBOR exceeds 235 basis points.2.35%. Additional information on our interest rate cap agreement is provided in Note 1011 of the Notes to Consolidated Financial Statements.


59

Table of Contents

Two of our insurance subsidiaries are members of an FHLB. Through membership, those subsidiaries have access to secured cash advances which can be used for liquidity purposes or other operational needs. In order for us to use FHLB proceeds, regulatory approvals may be required depending on the nature of the transaction. To date, those subsidiaries have not materially utilized their membership for borrowing purposes.

Off-Balance Sheet Arrangements/Guarantees70
We have no significant off-balance sheet arrangements/guarantees.
Contractual Obligations
We believe that our operating cash flow and funds from our investment portfolio are adequate to meet our contractual obligations.
A schedule of our non-cancellable contractual obligations at December 31, 2017 was as follows:
  Payments due by period
(In thousands) Total 
Less than
1 year
 1-3 years 3-5 years 
More than
5 years
Losses and loss adjustment expenses $2,048,381
 $553,033
 $766,605
 $364,215
 $364,528
Debt obligations including interest and fees 507,014
 18,285
 158,364
 31,680
 298,685
Operating lease obligations 28,401
 5,021
 8,285
 5,883
 9,212
Funding commitments primarily related to non-public investment entities 172,749
 88,609
 70,728
 13,252
 160
Total $2,756,545
 $664,948
 $1,003,982
 $415,030
 $672,585
The anticipated payout of Losses and loss adjustment expenses is based upon our historical payout patterns. Both the timing and amount of these payments may vary from the payments indicated.
The above table presumes the current outstanding borrowings under our Revolving Credit Agreement at December 31, 2017 will remain outstanding through expiration of the agreement and accrue interest at the respective current interest rates at December 31, 2017. Therefore, we have also included unused commitment fees associated with our Revolving Credit Agreement as we presume the unused portion of the credit line at December 31, 2017 will remain available through expiration of the agreement. Additionally, we presume the current interest rate on our Mortgage Loans at December 31, 2017 will remain constant until maturity of the Mortgage Loans. For more information regarding these agreements see Note 9 of the Notes to Consolidated Financial Statements.
Our operating lease obligations are primarily for the rental of office space and office equipment. Our funding commitments are primarily related to non-public investment entities but also include the unused commitments under our Syndicate Credit Agreement. For more information regarding these agreements see Note 8 of the Notes to Consolidated Financial Statements.
The above table excludes our remaining capital commitment of $76 million at December 31, 2017 to support our underwriting capacity in our Lloyd's Syndicates through 2022 of up to $200 million, referred to as FAL. In order to satisfy the FAL requirement, we transfer funds from our Corporate segment to our Lloyd's Syndicate segment which are used to invest in securities that are placed on deposit with Lloyd's. See further discussion of the securities on deposit with Lloyd's in Note 3 of the Notes to Consolidated Financial Statements.



60


Results of Operations - Year Ended December 31, 20172020 Compared to Year Ended December 31, 20162019
Selected consolidated financial data for each period is summarized in the table below.below:
Year Ended December 31
($ in thousands, except per share data)20202019Change
Revenues:
Net premiums written$747,701 $842,725 $(95,024)
Net premiums earned$792,715 $847,532 $(54,817)
Net investment result60,077 83,208 (23,131)
Net realized investment gains (losses)15,678 59,874 (44,196)
Other income6,470 9,220 (2,750)
Total revenues874,940 999,834 (124,894)
Expenses:
Net losses and loss adjustment expenses661,447 753,915 (92,468)
Underwriting, policy acquisition and operating expenses (1)
237,881 252,449 (14,568)
SPC U.S. federal income tax expense (1)
1,746 1,059 687 
SPC dividend expense (income)14,304 4,579 9,725 
Interest expense15,503 16,636 (1,133)
Goodwill impairment161,115 — 161,115 
Total expenses1,091,996 1,028,638 63,358 
Income (loss) before income taxes(217,056)(28,804)(188,252)
Income tax expense (benefit)(41,329)(29,808)(11,521)
Net income (loss)$(175,727)$1,004 $(176,731)
Non-GAAP operating income (loss)$(27,741)$(43,779)$16,038 
Earnings (loss) per share:
Basic$(3.26)$0.02 $(3.28)
Diluted$(3.26)$0.02 $(3.28)
Non-GAAP operating income (loss) per share:
Basic$(0.52)$(0.81)$0.29 
Diluted$(0.52)$(0.81)$0.29 
Net loss ratio83.4%89.0%(5.6 pts)
Underwriting expense ratio (1)
30.0%29.8%0.2 pts
Combined ratio113.4%118.8%(5.4 pts)
Operating ratio104.3%107.8%(3.5 pts)
Effective tax rate19.0%103.5%(84.5 pts)
Return on equity(12.3%)0.1%(12.4 pts)
(1) In our December 31, 2019 report on Form 10-K, underwriting, policy acquisition and operating expenses and the underwriting expense ratio in 2019 included a provision for U.S. federal income taxes of $1.1 million for certain SPCs at Inova Re. Beginning in 2020, this tax provision is now presented as a separate line on our Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense. We have recast 2019 to conform to this new presentation, including the calculation of the underwriting expense ratio. See further discussion in the Segment Results - Segregated Portfolio Cell Reinsurance section that follows.
In all tables that follow, the abbreviation "nm" indicates that the information or the percentage change is not meaningful.


71
 Year Ended December 31
($ in thousands, except per share data)2017 2016 Change
Revenues:      
Net premiums written$764,018
 $738,533
 $25,485
 
Net premiums earned$738,531
 $733,281
 $5,250
 
Net investment result103,695
 94,250
 9,445
 
Net realized investment gains (losses)16,409
 34,875
 (18,466) 
Other income7,514
 7,808
 (294) 
Total revenues866,149
 870,214
 (4,065) 
       
Expenses:      
Net losses and loss adjustment expenses469,158
 443,229
 25,929
 
Underwriting, policy acquisition and operating expenses235,753
 227,610
 8,143
 
Segregated portfolio cells dividend expense (income)15,771
 8,142
 7,629
 
Interest expense16,844
 15,032
 1,812
 
Total expenses737,526
 694,013
 43,513
 
Income before income taxes128,623
 176,201
 (47,578) 
Income tax expense (benefit)21,359
 25,120
 (3,761) 
Net income$107,264
 $151,081
 $(43,817) 
Non-GAAP operating income$108,538
 $129,844
 $(21,306) 
Earnings per share:      
Basic$2.01
 $2.84
 $(0.83) 
Diluted$2.00
 $2.83
 $(0.83) 
Non-GAAP operating earnings per share:      
Basic$2.03
 $2.44
 $(0.41) 
Diluted$2.02
 $2.43
 $(0.41) 
Net loss ratio63.5% 60.4% 3.1
pts
Underwriting expense ratio31.9% 31.0% 0.9
pts
Combined ratio95.4% 91.4% 4.0
pts
Operating ratio82.4% 77.8% 4.6
pts
Effective tax rate16.6% 14.3% 2.3
pts
Return on equity6.3% 8.0% (1.7)pts
In all tables that follow, the abbreviation "nm" indicates that the information or the percentage change is not meaningful.


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Executive Summary of Operations
The following sections provide an overview of our consolidated and segment results of operations for the year ended December 31, 20172020 as compared to 2016.the year ended December 31, 2019. See the Segment Operating Results sections that follow for additional information regarding each segment's operating results. For a full discussion of the changes in the financial condition, results of operations and cash flows for the year ended December 31, 2019 as compared to the year ended December 31, 2018, please refer to Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" section of ProAssurance's December 31, 2019 report on Form 10-K. Any significant retrospective revisions in the presentation of the changes in the financial condition, results of operations and cash flows for the year ended December 31, 2019 as compared to the year ended December 31, 2018 as reported in ProAssurance's December 31, 2019 report on Form 10-K are located in this report under the section that follows titled "Results of Operations - Year Ended December 31, 2019 Compared to Year Ended December 31, 2018."
Revenues
OurThe following table shows our consolidated and segment net premiums earned were as follows:earned:
Year Ended December 31
($ in thousands)20202019Change
Net Premiums Earned
Specialty P&C$477,365 $499,058 $(21,693)(4.3 %)
Workers' Compensation Insurance171,772 189,240 (17,468)(9.2 %)
Segregated Portfolio Cell Reinsurance66,352 78,563 (12,211)(15.5 %)
Lloyd's Syndicates77,226 80,671 (3,445)(4.3 %)
Consolidated total$792,715 $847,532 $(54,817)(6.5 %)
 Year Ended December 31
($ in thousands)2017 2016 Change
Net Premiums Earned       
Specialty P&C$453,921
 $457,816
 $(3,895) (0.9%)
Workers' Compensation227,408
 220,815
 6,593
 3.0%
Lloyd's Syndicate57,202
 54,650
 2,552
 4.7%
Consolidated total$738,531
 $733,281
 $5,250
 0.7%
ConsolidatedFor the year ended December 31, 2020, consolidated net premiums earned increasedincluded $14.3 million of tail premium written and fully earned during the second quarter of 2020 in 2017 as compared to 2016. The decrease in net premiums earnedconnection with a large national healthcare account in our Specialty P&C segment was due to the effect of a prior year novation which resulted in $11.8 million in premium earned in 2016 (see further discussion under the heading "Expenses" in this section and in our Segment Operating Results - Specialty Property & Casualty section that follows). After removingConsolidated net premiums earned for the year ended December 31, 2019 included $2.7 million of premium written and fully earned from a loss portfolio transfer entered into during the third quarter of 2019 in our Specialty P&C segment (see further discussion in our Segment Results - Specialty Property & Casualty section that follows). Excluding the impact of the prior year novationlarge national healthcare account's tail policy premium and the 2019 loss portfolio transfer, consolidated net premiums earned decreased $66.4 million during 2020 as compared to 2019. All of our operating segments contributed to the remaining decrease in theconsolidated net premiums earned, particularly our Specialty P&C segment due to our re-underwriting efforts as we continue to emphasize careful risk selection, rate adequacy and a willingness to walk away from business that does not fit our goal of achieving a long-term underwriting profit. For our Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance segments, the decrease in net premiums earned increasedprimarily reflected the competitive workers' compensation market conditions and, for the Segregated Portfolio Cell Reinsurance segment, the reduction in allpremium funding for a large workers' compensation alternative market program. The decrease in net premiums earned in our operating segmentsLloyd's Syndicates segment was driven by our decreased participation in 2017 as comparedthe results of Syndicate 1729 for the 2020 underwriting year to 2016.29% from 61%.
The following table shows our consolidated net investment result:
Year Ended December 31Year Ended December 31
($ in thousands)2017 2016 Change($ in thousands)20202019Change
Net investment income$95,662
 $100,012
 $(4,350) (4.3%)Net investment income$71,998 $93,269 $(21,271)(22.8 %)
Equity in earnings (loss) of unconsolidated subsidiaries8,033
 (5,762) 13,795
 239.4%Equity in earnings (loss) of unconsolidated subsidiaries(11,921)(10,061)(1,860)(18.5 %)
Net investment result$103,695
 $94,250
 $9,445
 10.0%Net investment result$60,077 $83,208 $(23,131)(27.8 %)
The increasedecrease in our consolidated net investment result in 2017 was primarily attributable to an increase in earnings from our unconsolidated subsidiaries of $13.8 million due to higher reported earnings from our investments in LP/LLCs andfor the effect of a smaller increase in the estimate of partnership operating losses related to our tax credit partnerships in 2017year ended December 31, 2020 as compared to 2016. The increase2019 was partially offsetdriven by a decrease in net investment income primarily attributableour allocation to reducedequities and lower yields on our short-term investments and corporate debt securities given the actions taken by the Federal Reserve to aggressively reduce interest rates in response to COVID-19. Equity in earnings (loss) of unconsolidated subsidiaries includes our share of the operating results of interests we hold in certain LPs/LLCs as well as operating losses associated with our tax credit partnership investments, which are designed to generate returns in the form of tax credits and tax-deductible project operating losses. The decrease in our equity in earnings (loss) of unconsolidated subsidiaries in 2020 as compared to 2019 was due to lower reported earnings from our fixed income portfolio, which reflected bothseveral LPs/LLCs driven by

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the volatility in the global financial markets related to COVID-19, partially offset by lower yields and lower average investment income balances.tax credit partnership operating losses.
The following table shows our total consolidated net realized investment gains (losses):
Year Ended December 31
($ in thousands)20202019Change
Net impairment losses recognized in earnings$(1,508)$(751)$(757)(100.8 %)
Other net realized investment gains (losses)17,186 60,625 (43,439)(71.7 %)
Net realized investment gains (losses)$15,678 $59,874 $(44,196)(73.8 %)
 Year Ended December 31
($ in thousands)2017 2016 Change
Net impairment losses recognized in earnings$(12,952) $(9,766) $(3,186) (32.6%)
Other net realized investment gains (losses)29,361
 44,641
 (15,280) (34.2%)
Net realized investment gains (losses)$16,409
 $34,875
 $(18,466) (52.9%)
During 2017,For the year ended December 31, 2020, we recognized OTTI$1.5 million of credit-related impairment losses in earnings and a nominal amount of non-credit impairment losses in OCI. The credit-related impairment losses recognized in 2020 primarily related to corporate bonds in the energy and consumer sectors. Additionally, 2020 included credit-related impairment losses related to four corporate bonds in various sectors, which were sold in 2020. The non-credit impairment losses recognized during 2020 related to three corporate bonds in the energy and consumer sectors. We recognized credit-related impairment losses in earnings of $13.0$0.8 million including an $8.5 millionand nominal amount of non-credit impairment losses in OCI during 2019, both of which related to an early stage business investment.three corporate bonds in the energy and consumer sectors.
We recognized $17.2 million of consolidated other net realized investment gains in 2020, driven by realized gains on the sale of our available-for-sale fixed maturities and equity investments which were partially offset by unrealized holding losses resulting from decreases in the fair value on our equity portfolio due to the volatility in the global financial markets related to COVID-19. Consolidated other net realized investment gains recognized in 2019 reflected both realized gains from the sale of equity investments and unrealized holdings gains on our equity portfolio due to the improvement in the market since December 31, 2018, which caused our equity securities to increase in value. See further discussion in our Segment Operating Results - Corporate section that follows. Other net realized investment gains during 2017 was primarily composed of changes in unrealized holding gains and net realized investment gains related to our trading portfolio.


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Expenses
The following table shows our consolidated and segment net loss ratios:ratios and net loss development:
Year Ended December 31
($ in millions)20202019Change
Current accident year net loss ratio
Consolidated ratio89.8 %90.3 %(0.5  pts)
Specialty P&C104.2 %105.5 %(1.3  pts)
Workers' Compensation Insurance69.0 %68.4 %0.6  pts
Segregated Portfolio Cell Reinsurance69.6 %79.6 %(10.0  pts)
Lloyd's Syndicates64.2 %58.2 %6.0  pts
Calendar year net loss ratio
Consolidated ratio83.4 %89.0 %(5.6  pts)
Specialty P&C98.5 %106.7 %(8.2  pts)
Workers' Compensation Insurance64.9 %64.3 %0.6  pts
Segregated Portfolio Cell Reinsurance44.6 %66.7 %(22.1  pts)
Lloyd's Syndicates65.0 %58.7 %6.3  pts
Favorable (unfavorable) net loss development, prior accident years
Consolidated$50.4 $11.8 $38.6 
Specialty P&C$27.5 $(5.7)$33.2 
Workers' Compensation Insurance$7.0 $7.8 $(0.8)
Segregated Portfolio Cell Reinsurance$16.5 $10.1 $6.4 
Lloyd's Syndicates$(0.6)$(0.4)$(0.2)

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 Year Ended December 31
($ in millions)2017 2016 Change
Current accident year net loss ratio      
Consolidated ratio81.7% 80.1% 1.6
pts
Specialty P&C89.9% 88.6% 1.3
pts
Workers' Compensation66.2% 66.4% (0.2)pts
Lloyd's Syndicate78.7% 63.3% 15.4
pts
Calendar year net loss ratio      
Consolidated ratio63.5% 60.4% 3.1
pts
Specialty P&C63.6% 58.7% 4.9
pts
Workers' Compensation59.9% 63.6% (3.7)pts
Lloyd's Syndicate77.3% 62.4% 14.9
pts
Favorable net loss development, prior accident years      
Consolidated$134.4
 $143.8
 $(9.4) 
Specialty P&C$119.3
 $137.2
 $(17.9) 
Workers' Compensation$14.3
 $6.1
 $8.2
 
Lloyd's Syndicate$0.8
 $0.5
 $0.3
 
The primary drivers of the change in our consolidated current accident year net loss ratio for the year ended December 31, 2020 as compared to 2019 were as follows:
(In percentage points)Increase (Decrease),
2020 versus 2019
Estimated ratio increase (decrease) attributable to:
Large national healthcare account2.0 pts
COVID-19 reserve1.3 pts
Change in DDR reserve adjustment(0.8 pts)
E&O liability policy reserve(1.2 pts)
All other, net(1.8 pts)
Decrease in the consolidated current accident year net loss ratio(0.5 pts)
Our consolidated current accident year net loss ratio in 2020 and 2019 was impacted by a large national healthcare account. In 2019, we increased 1.6 percentage pointsour reserve estimates in our Specialty P&C segment for this account's claims-made policy based on our in-depth review of our current accident year reserve which we believed best reflected emerging data at that time. In addition, we recognized a PDR of $9.2 million during the year ended December 31, 2017 as comparedfourth quarter of 2019 related to 2016 primarily driven by higherthis account which increased current accident year net loss ratios in our Lloyd's Syndicate and Specialty P&C segments.losses. The higherPDR represented an estimated premium deficiency associated with the unearned premium of this account's claims-made policy as of the end of 2019. During 2020, this PDR was amortized back into current accident year net losses which offset the impact of the losses incurred in 2020 associated with the earned premium related to this account's claims-made policy. During the second quarter of 2020, the policy term associated with this account's claims-made policy expired. This account did not renew on terms offered by us and the insured exercised its contractual option to purchase the extended reporting endorsement or "tail" coverage resulting in a net underwriting loss ratioof $45.7 million in our Lloyd's SyndicateSpecialty P&C segment was primarily due to losses related to Hurricanes Harvey, Irma and Maria during 2017 whichthe second quarter of 2020. The net impact of this large national healthcare account resulted in a 0.92.0 percentage point increase in our consolidated current accident year net loss ratio in 2020 as compared to 2019. See further discussion on the large national healthcare account in our Segment Results - Specialty Property & Casualty section that follows. Also during the second quarter of 2020, we established a $10 million reserve in our Specialty P&C segment for COVID-19 which increased our current accident year net loss ratio by 1.3 percentage points in 2020 (see further discussion in theour Segment Operating Results - Lloyd's SyndicateSpecialty Property & Casualty section that follows). In addition, our consolidated current accident year net loss ratio in 2019 included the impact of an increase to our reserve in our Specialty P&C segment related to DDR coverage endorsements which accounted for 0.8 percentage points of the decrease in the 2020 ratio as compared to 2019. Furthermore, our consolidated current accident year net loss ratio in 2019 was affected by a $10 million reserve established by an SPC at Eastern Re associated with an assumed E&O liability policy which accounted for 1.2 percentage points of the decrease in our consolidated current accident year net loss ratio in 2020 as compared to 2019 (see further discussion in our Segment Results - Segregated Portfolio Cell Reinsurance section that follows). Excluding the impacts of the previously discussed items, our consolidated current accident year net loss ratio decreased 1.8 percentage points in 2020 as compared to 2019. This remaining decrease was driven by a lower current accident year net loss ratio in our Specialty P&C segment primarily due to decreases in certain loss ratios in 2020 in our Standard Physician, Specialty and Small Business Unit lines as a result of our re-underwriting efforts and focus on rate adequacy (see further discussion in our Segment Results - Specialty P&C section that follows).
In both 20172020 and 2016,2019, our consolidated calendar year net loss ratio was lower than our consolidated current accident year net loss ratio due to the recognition of consolidated net favorable net lossprior year reserve development, for prior accident years, as shown in the previous table. Consolidated net favorable prior year reserve development recognized in 2019 included $51.5 million of unfavorable prior year reserve development in our Specialty P&C segment related to the previously mentioned large national healthcare account that has experienced losses far exceeding the assumptions we made when underwriting the account, beginning in 2016. Excluding the unfavorable development related to the large national healthcare account in 2019, our consolidated net favorable prior year reserve development was $12.9 million lower as compared to 2019 driven by our Specialty P&C segment given our concerns around elevated loss severity in the broader medical professional liability industry, including our Specialty line of business, and the possibility of delays in reporting and uncertainty surrounding the length and severity of the COVID-19 pandemic. In both our Specialty P&C and Workers' Compensation Insurance segments, we have observed a reduction in claims frequency as compared to 2019, some of which is likely associated with the COVID-19 pandemic. As it relates to our Workers' Compensation Insurance segment, legislative and regulatory bodies in certain states have changed or are attempting to change compensability requirements and presumptions for certain types of workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, as it relates to both our Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance segments, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.

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Our consolidated and segment underwriting expense ratios were as follows:
Year Ended December 31
20202019Change
Underwriting Expense Ratio
Consolidated (1)
30.0 %29.8 %0.2  pts
Specialty P&C23.0 %24.1 %(1.1  pts)
Workers' Compensation Insurance32.9 %30.4 %2.5  pts
Segregated Portfolio Cell Reinsurance (1)
31.2 %29.5 %1.7  pts
Lloyd's Syndicates39.0 %43.0 %(4.0  pts)
Corporate (2)
3.0 %2.3 %0.7  pts
(1) In our December 31, 2019 report on Form 10-K, underwriting, policy acquisition and operating expenses and underwriting expense ratio in 2019 included a provision for U.S. federal income taxes of $1.1 million for certain SPCs at Inova Re. Beginning in 2020, this tax provision is now presented as a separate line on our Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense. We have recast 2019 to conform to this new presentation, including the calculation of the underwriting expense ratio. See further discussion in the Segment Results - Segregated Portfolio Cell Reinsurance section that follows.
(2) There are no net premiums earned associated with the Corporate segment. Ratios shown are the contribution of the Corporate segment to the consolidated ratio (Corporate operating expenses divided by consolidated net premiums earned).
 Year Ended December 31
 2017 2016 Change
Underwriting Expense Ratio      
Consolidated31.9% 31.0% 0.9
pts
Specialty P&C24.0% 22.8% 1.2
pts
Workers' Compensation31.2% 31.9% (0.7)pts
Lloyd's Syndicate47.1% 41.8% 5.3
pts
Corporate*4.0% 4.2% (0.2)pts
*There are no net premiums earned associated with the Corporate segment. Ratios shown are the contribution of the Corporate segment to the consolidated ratio (Corporate operating expenses divided by consolidated net premium earned).
The change in our consolidated underwriting expense ratio for the year ended December 31, 2020 as compared to 2019 was primarily attributable to the following:
(In percentage points)Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
Decrease in consolidated net premiums earned and DPAC amortization(1)
2.0 pts
One-time expenses0.7 pts
Professional fees0.3 pts
Large national healthcare account tail policy premium(2)
(0.6 pts)
All other, net(2.2 pts)
Increase in the consolidated underwriting expense ratio0.2 pts
(1) Excludes the large national healthcare account tail policy premium in 2020 and certain one-time expenses included in DPAC amortization of $0.6 million in 2020. See further discussion in Segment Results - Specialty Property & Casualty section that follows.
(2) See previous discussion under the heading "Revenues"
Our consolidated underwriting expense ratio increased 0.9 percentage points for the year ended December 31, 2017 as compared to 2016 primarily due to the increase in DPAC amortization relative to consolidated net premiums earned. Although2020 was impacted by a decline in consolidated net premiums earned increasedwhich outpaced the decline in 2017,consolidated DPAC amortization, accounting for 2.0 percentage points of the increase in the ratio, driven by lower earned premium in our Specialty P&C and Workers' Compensation Insurance segments. Our consolidated underwriting expense ratio also reflected one-time expenses of $5.4 million in 2020 mainly comprised of early retirement benefits granted to certain employees and expenses associated with the restructuring of our HCPL field office organization. In addition, our consolidated underwriting expense ratio was largely reducedimpacted by an increase in professional fees in our Corporate segment associated with our planned acquisition of NORCAL as well as corporate legal expenses. The remaining decrease in our consolidated underwriting expense ratio in 2020 of 2.2 percentage points primarily reflected the effectimpact of a priordecrease in various operational expenses resulting from incremental improvements over the past year novation in our Specialty P&C segment as previously discussed, which resulted in a 0.5 percentage point increase in the consolidated underwriting expense ratio. After removing the impact of the prior year novation,including organizational structure enhancements and improved operating efficiencies. In addition, the remaining increasedecrease in theour consolidated underwriting expense ratio was driven by an increase in DPAC amortization, particularlyreflected lower operating expenses in our Specialty P&CLloyd's Syndicates segment asdue to our reduced participation in Syndicate 1729, lower consolidated travel-related costs due to COVID-19 and, to a resultlesser extent, a reduction of an increase$1.7 million in commission expense and a decreaseemployer contributions to the ProAssurance Savings Plan (see further discussion in ceding commission income, which is an offsetNote 17 of the Notes to expense.

Consolidated Financial Statements).


6375


Taxes
Our effective tax rate was 16.6%rates for the yearyears ended December 31, 2017,2020 and 2019 were as compared to our 2016follows:
($ in thousands)Year Ended December 31
20202019Change
Income (loss) before income taxes$(217,056)$(28,804)$(188,252)653.6%
Income tax expense (benefit)(41,329)(29,808)(11,521)38.7%
Net income (loss)$(175,727)$1,004 $(176,731)nm
Effective tax rate19.0%103.5%(84.5 pts)
We recognized an income tax benefit in both 2020 and 2019. Our effective tax rates for the years ended December 31, 2020 and 2019 were different from the statutory federal income tax rate of 14.3%. The increase in21% primarily due to the benefit recognized from the tax credits transferred to us from our tax credit partnership investments. In addition, our effective tax rate in 20172020 was primarily due toalso impacted by the impact to our deferred tax balances at December 31, 2017 as a resultnon-deductible portion of the enactment of the TCJA, which increased the rate by 7.8%, somewhat offset by the application of new guidance adopted in the first quarter of 2017goodwill impairment related to the improvementSpecialty P&C reporting unit recognized during the third quarter of 2020. See further discussion of the goodwill impairment under the heading "Goodwill / Intangibles" in accounting for share-based payments, which reduced the rate by 2.1%. Excluding those impacts,Critical Accounting Estimates section and Notes 1 and 6 of the Notes to Consolidated Financial Statements and further information on other notable items impacting our effective tax rate would have been 10.9% for 2017 (see further discussion underin the heading "Taxes" within our Segment Operating Results - Corporate section that follows).follows under the heading "Taxes."
Operating Ratio and Return on Equity
Our operating ratio (calculated asis our combined ratio, less our investment income ratio) increased by 4.6 percentage points inratio. This ratio provides the yearcombined effect of underwriting profitability and investment income. Our operating ratio for the years ended December 31, 20172020 and 2019 was as compared to 2016. The increase reflected a higher consolidated net lossfollows:
Year Ended December 31
20202019Change
Combined ratio113.4 %118.8 %(5.4  pts)
Less: investment income ratio9.1 %11.0 %(1.9  pts)
Operating ratio104.3 %107.8 %(3.5  pts)
Our operating ratio driven by a lower amount of prior year favorable development in our Specialty P&C segment and estimated losses recognized during 2017 related to Hurricanes Harvey, Irma and Maria in our Lloyd's Syndicate segment (see further discussion in the Segment Operating Results - Lloyd's Syndicate section that follows).
ROE was 6.3% for the year ended December 31, 20172020 as compared to 8.0% for the same respective period of 2016.2019 decreased approximately 3.5 percentage points driven by a lower net loss ratio in our Specialty P&C segment. The decrease in 2017our net loss ratio in our Specialty P&C segment was driven by the change in prior year reserve development and, to a lesser extent, an improvement in our current accident year net loss ratio primarily the result of our re-underwriting efforts and focus on rate adequacy. See previous discussion in this section under the heading "Expenses" and further discussion in our Segment Operating Results - Specialty Property & Casualty section that follows under the heading "Losses and Loss Adjustment Expenses." The decrease in our operating ratio in 2020 as compared to 2019 was partially offset by a lower investment income ratio primarily due to a decrease in our allocation to equities and lower yields on our short-term investments and corporate debt securities given the recent actions taken by the Federal Reserve in response to COVID-19.
ROE
ROE is calculated as net income partially offset(loss) divided by a lowerthe average equity base (the denominator of beginning and ending shareholders’ equity. This ratio measures our overall after-tax profitability and shows how efficiently capital is being used. ROE for the years ended December 31, 2020 and 2019 was as follows:
Year Ended December 31
20202019Change
ROE(12.3 %)0.1 %(12.4  pts)
Our ROE ratio) as compared to 2016. The lower average equity base in 2017 as compared to 2016 was primarily due to dividends declared duringfor the year ended December 31, 2017.2020 primarily reflected a $161.1 million pre-tax goodwill impairment recognized related to the Specialty P&C reporting unit during the third quarter of 2020, which decreased our ROE by approximately 11.2 percentage points. See further discussion of the goodwill impairment under the heading "Goodwill / Intangibles" in the Critical Accounting Estimates section and Notes 1 and 6 of the Notes to Consolidated Financial Statements. Additionally, the decrease in our ROE in 2020 as compared to 2019 reflected lower consolidated net realized investment gains

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and, to a lesser extent, a decrease in our consolidated net investment income (see previous discussion in this section under the heading "Revenues").
Book Value per Share
We believe the payment of dividends is currently our most effective tool for the deployment of excess capital even though, in the short-term, dividend declarations dampen growth in bookBook value per share.share is calculated as total shareholders' equity at the balance sheet date divided by the total number of common shares outstanding. This ratio measures the net worth of the Company to shareholders on a per share basis. Our book value per share at December 31, 20172020 as compared to December 31, 20162019 is shown in the following table.
Book Value Per Share
Book Value Per Share at December 31, 2019$28.11 
Increase (decrease) to book value per share during the year ended December 31, 2020 attributable to:
Dividends declared(0.46)
Net income (loss)(3.26)
OCI0.71 
Other *(0.06)
Book Value Per Share at December 31, 2020$25.04 
* Includes the impact of cumulative effect adjustments related to ASUs adopted during 2020 and the impact of share-based compensation.
 Book Value Per Share
Book Value Per Share at December 31, 2016$33.78
Increase (decrease) to book value per share during the year ended December 31, 2017 attributable to: 
Dividends declared(5.93)
Net income2.01
Decrease in AOCI(0.05)
Other0.02
Book Value Per Share at December 31, 2017$29.83




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Non-GAAP Financial Measures
Non-GAAP operating income (loss) is a financial measure that is widely used to evaluate performance within the insurance sector. In calculating Non-GAAP operating income (loss), we have excluded the after-tax effects of the items listed in the following table that do not reflect normal operating results. We believe Non-GAAP operating income (loss) presents a useful view of the performance of our insurance operations, however it should be considered in conjunction with net income (loss) computed in accordance with GAAP.
The following table is a reconciliation of net income (loss) to Non-GAAP operating income:income (loss):
Year Ended December 31
(In thousands, except per share data)20202019
Net income (loss)$(175,727)$1,004 
Items excluded in the calculation of Non-GAAP operating income (loss):
Net realized investment (gains) losses(15,678)(59,874)
Net realized gains (losses) attributable to SPCs which no profit/loss is retained (1)
2,436 3,144 
Goodwill impairment161,115 — 
Guaranty fund assessments (recoupments)97 43 
Pre-tax effect of exclusions147,970 (56,687)
Tax effect, at 21% (2)
16 11,904 
After-tax effect of exclusions147,986 (44,783)
Non-GAAP operating income (loss)$(27,741)$(43,779)
Per diluted common share:
Net income (loss)$(3.26)$0.02 
Effect of exclusions2.74 (0.83)
Non-GAAP operating income (loss) per diluted common share$(0.52)$(0.81)
 Year Ended December 31
(In thousands, except per share data)2017 2016
Net income$107,264
 $151,081
Items excluded in the calculation of Non-GAAP operating income:   
Net realized investment (gains) losses(16,409) (34,875)
Net realized gains (losses) attributable to SPCs which no profit/loss is retained (1)
3,083
 2,049
Guaranty fund assessments (recoupments)(157) 153
Pre-tax effect of exclusions(13,483) (32,673)
Tax effect, at 35% (2)
4,719
 11,436
After-tax effect of exclusions(8,764) (21,237)
Non-GAAP operating income, before tax reform adjustments98,500
 129,844
Tax reform adjustments on our deferred tax balances excluded in the calculation of Non-GAAP operating income:   
Adjustment of deferred taxes upon the change in corporate tax rate (3)
6,541
 
Adjustment of deferred taxes upon the change in limitation of future deductibility of certain executive compensation (3)
3,497
 
Non-GAAP operating income$108,538
 $129,844
Per diluted common share:   
Net income$2.00
 $2.83
Effect of exclusions0.02
 (0.40)
Non-GAAP operating income per diluted common share$2.02
 $2.43
(1) Net realized investment gains (losses) on investments related to our SPCs are recognized in the earnings of our Corporate segment and the portion of earnings related to theSegregated Portfolio Cell Reinsurance segment. SPC results, including any realized gain or loss, net of our participation, is distributed backthat are attributable to external cell participants are reflected in the cells through our SPC dividend expense (income). To be consistent with our exclusion of net realized investment gains (losses) recognized in earnings, we are excluding the portion of net realized investment gains (losses) that is included in the SPC dividend expense (income). which is attributable to the external cell participants.
(2) The 35%21% rate above is the annual expected incrementalstatutory tax rate associated with the taxable or tax deductible items listed.listed above. The effectivetaxes associated with the net realized investment gains (losses) related to SPCs in our Segregated Portfolio Cell Reinsurance segment are paid by the individual SPCs and are not included in our consolidated tax provision or net income (loss); therefore, both the net realized investment gains (losses) from our Segregated Portfolio Cell Reinsurance segment and the adjustment to exclude the portion of net realized investment gains (losses) included in the SPC dividend expense (income) in the table above are not tax effected. The portion of the 2020 goodwill impairment loss that is tax deductible was tax affected at the statutory tax rate for(21%). The remaining portion of the respective years was applied to these items in calculating net income. See previous discussion in this section under the heading "Taxes."
(3) Due to2020 goodwill impairment loss is not tax reform enacted by the TCJA, we remeasured our deferred tax assetsdeductible and liabilities based on the newly enacted tax rate of 21% and recognized a charge of $6.5 million, which is included as a component oftherefore had no associated income tax expense from continuing operations for the year ended December 31, 2017. In addition, we have made a reasonable estimate of the effects on our deferred tax asset balances at December 31, 2017 as it relates to the limitation on the future deductibility on certain executive compensation and recorded a provisional charge to income tax expense of $3.5 million for the year ended December 31, 2017. Any future guidance from the IRS addressing the effects of the TCJA on executive compensation could result in a change to this provisional amount. See further discussion under the heading "Deferred Taxes" in the Critical Accounting Estimates section.

benefit.


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Segment Operating Results - Specialty Property & Casualty
Our Specialty P&C segment focuses on professional liability insurance and medical technology liability insurance as discussed in Note 1516 of the Notes to Consolidated Financial Statements. Our Specialty P&C segment operatingSegment results reflectreflected pre-tax underwriting profit or loss from these insurance lines, exclusive of investment results, which are included in our Corporate segment.lines. Segment operating results included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$451,019 $495,750 $(44,731)(9.0 %)
Net premiums earned$477,365 $499,058 $(21,693)(4.3 %)
Other income3,908 5,796 (1,888)(32.6 %)
Net losses and loss adjustment expenses(470,074)(532,485)62,411 (11.7 %)
Underwriting, policy acquisition and operating expenses(109,599)(120,310)10,711 (8.9 %)
Segment results$(98,400)$(147,941)$49,541 (33.5 %)
Net loss ratio98.5 %106.7 %(8.2  pts)
Underwriting expense ratio23.0 %24.1 %(1.1  pts)
 Year Ended December 31
($ in thousands)2017 2016 Change
Net premiums written$470,535
 $458,681
 $11,854
 2.6%
        
Net premiums earned$453,921
 $457,816
 $(3,895) (0.9%)
Other income5,688
 5,306
 382

7.2%
Net losses and loss adjustment expenses(288,701) (268,579) (20,122) 7.5%
Underwriting, policy acquisition and operating expenses(108,830) (104,333) (4,497) 4.3%
Segregated portfolio cells dividend (expense) income(4,970) (144) (4,826)
3,351.4%
Segment operating results$57,108

$90,066
 $(32,958)
(36.6%)
        
Net loss ratio63.6% 58.7% 4.9
pts
Underwriting expense ratio24.0% 22.8% 1.2
pts
Premiums Written
Changes in our premium volume within our Specialty P&C segment are driven by four primary factors: (1) the amount of new business written, (2) our retention of existing business, (3) the premium charged for business that is renewed, which is affected by rates charged and by the amount and type of coverage an insured chooses to purchase and (4) the timing of premium written through multi-period policies. In addition, premium volume may periodically be affected by shifts in the timing of renewals between periods. The healthcare professional liability market, which accounts for a majority of the revenues in this segment, remains challenging as physicians continue joining hospitals or larger group practices and are thus no longer purchasing individual or group policies in the standard market. In addition, some competitors have chosen to compete primarily on price; both factors may impact our ability to write new business and retain existing business. Furthermore, the insurance and reinsurance markets have historically been cyclical, characterized by extended periods of intense price competition and other periods of reduced competition. The professional liability area has been particularly affected by these cycles. Underwriting cycles are generally driven by an excess of capacity available and actively pursuing business that is deemed profitable. Changes in the frequency and severity of losses may affect the cycles of the insurance and reinsurance markets significantly. During “soft markets” where price competition is high and underwriting profits are poor, growth and retention of business become challenging which may result in reduced premium volumes.
As a result of COVID-19, we continue to experience downward pressure on our premium volume resulting from new business disruptions. We have also experienced reductions in exposure due to insureds moving to part-time as a result of a general reduction in non-COVID-19 healthcare consumption and suspension of elective medical procedures. However, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted. In an effort to provide premium relief for insureds adversely impacted by the COVID-19 pandemic and to adjust for changes in exposures we granted premium credits totaling $4.1 million during the year ended December 31, 2020.
Gross, ceded and net premiums written were as follows:
Year Ended December 31Year Ended December 31
($ in thousands)2017 2016 Change($ in thousands)20202019Change
Gross premiums written$549,323
 $535,725
 $13,598
 2.5%Gross premiums written$522,911 $577,700 $(54,789)(9.5 %)
Less: Ceded premiums written78,788
 77,044
 1,744
 2.3%Less: Ceded premiums written71,892 81,950 (10,058)(12.3 %)
Net premiums written$470,535
 $458,681
 $11,854
 2.6%Net premiums written$451,019 $495,750 $(44,731)(9.0 %)


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Gross Premiums Written
During the second quarter of 2020, we reorganized our presentation of gross premiums written by component and related metrics below to better align with the current internal management reporting structure within the segment. All prior period information has been recast to conform to the current period presentation.
Gross premiums written by component were as follows:
Year Ended December 31
($ in thousands)20202019Change
Professional Liability
HCPL
Standard Physician(1)(10)
Twelve month term$208,993 $217,110 $(8,117)(3.7 %)
Twenty-four month term8,314 26,863 (18,549)(69.1 %)
Total Standard physician217,307 243,973 (26,666)(10.9 %)
Specialty
Custom Physician(2)(10)
64,367 86,743 (22,376)(25.8 %)
Hospitals and Facilities(3)(10)
49,244 47,454 1,790 3.8 %
Senior Care(4)(10)
6,300 21,484 (15,184)(70.7 %)
Reinsurance (assumed)14,467 11,805 2,662 22.5 %
Loss portfolio transfers (retroactive)(5)
 900 (900)nm
Total Specialty134,378 168,386 (34,008)(20.2 %)
Total HCPL351,685 412,359 (60,674)(14.7 %)
Small Business Unit(6)
100,061 106,355 (6,294)(5.9 %)
Tail Coverages(5)(7)
34,767 21,724 13,043 60.0 %
Total Professional Liability486,513 540,438 (53,925)(10.0 %)
Medical Technology Liability(8)
35,563 35,128 435 1.2 %
Other(9)
835 2,134 (1,299)(60.9 %)
Total$522,911 $577,700 $(54,789)(9.5 %)
(1)Standard Physician premium was our greatest source of premium revenues in both 2020 and 2019 and is predominately comprised of twelve month term policies. The decrease in twelve month term policies in 2020 was driven by retention losses and, to a lesser extent, premium credits granted as a result of the COVID-19 pandemic, partially offset by an increase in renewal pricing, conversion of twenty-four month term policies and, to a lesser extent, new business written. In addition, twelve month term policies in 2020 included adjustments related to loss sensitive policies which increased written and earned premium. Renewal pricing increases in 2020 reflect the rising loss cost environment and new business written reflects the impact of lower submissions as a result of the COVID-19 pandemic as well as general market conditions. The lower retention for 2020 is largely attributable to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy, improved contract terms and a willingness to walk away from business that does not fit our goal of achieving a long-term underwriting profit. In addition, we have implemented a targeted state strategy to reassess our underwriting appetite in certain unprofitable states which impacted our retention rate in the current period. We will continue to perform a detailed evaluation of venues, specialties and other areas to improve our underwriting results. These strategies resulted in our non-renewal of several large policies totaling $8.7 million in 2020. We anticipate a lower than average level of retention to persist as we continue to reevaluate certain states and books of business and set our rates to reflect our observations of higher severity trends. Standard Physician premium also includes twenty-four month term premiums that were offered to physician insureds in one selected jurisdiction. The decrease in twenty-four month term premiums in 2020 primarily reflected the normal cycle of renewals (policies subject to renewal in 2020 were previously written in 2018, rather than in 2019). In addition, the decrease in twenty-four month term premiums also reflected our re-underwriting of the majority of renewed policies to twelve month term policies, as we ceased offering twenty-four month term policies beginning in the second quarter of 2020.
(2)Custom Physician premium includes large complex physician groups, multi-state physician groups and non-standard physicians and is written primarily on an excess and surplus lines basis. The decrease in premium in 2020 was driven by retention losses due to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy, improved contract terms and a willingness to walk away from business that does not fit our goal of achieving a

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 Year Ended December 31
($ in thousands)2017 2016 Change
Professional liability       
Physicians (1)(7)
       
Twelve month term$360,232
 $344,150
 $16,082
 4.7%
Twenty-four month term27,370
 21,869
 5,501
 25.2%
Total Physicians387,602
 366,019
 21,583
 5.9%
Healthcare facilities (2)(7)
47,697
 59,361
 (11,664) (19.6%)
Other healthcare providers (3)
32,599
 33,353
 (754) (2.3%)
Legal professionals (4)
25,628
 25,351
 277
 1.1%
Tail coverages (5)
21,206
 18,092
 3,114
 17.2%
Total professional liability514,732
 502,176
 12,556
 2.5%
Medical technology liability (6)
34,164
 33,067
 1,097
 3.3%
Other427
 482
 (55) (11.4%)
Total$549,323
 $535,725
 $13,598
 2.5%
long-term underwriting profit. Included in these retention losses is a large national healthcare account that did not renew on terms offered by us during the second quarter of 2020 which resulted in a $9.0 million decrease in Custom Physician premium and, as a result, a decrease to our Specialty retention rate of 4 percentage points; this account exercised its contractual option to purchase extended reporting endorsement or "tail" coverage (see further discussion in footnote 7 that follows). We anticipate retention rates to begin to normalize going forward as we substantially completed our re-underwriting efforts as of the end of 2020, except for a few large accounts that were renewed on a two-year term in 2019 that will be carefully evaluated in 2021. The decrease in Custom Physician premium in 2020 as compared to 2019 also reflects net timing differences of $1.9 million related to the prior year renewal of two policies, partially offset by an increase in renewal pricing and, to a lesser extent, new business written. Renewal pricing increases in 2020 reflect the rising loss cost environment and new business written reflects the impact of lower submissions as a result of the COVID-19 pandemic as well as general market conditions.
(3)Hospitals and Facilities premium (which includes hospitals, surgery centers and miscellaneous medical facilities) increased in 2020 as compared to 2019 primarily due to an increase in renewal pricing and, to a lesser extent, new business written, including the addition of two policies totaling $3.2 million, partially offset by retention losses. Renewal pricing increases in 2020 reflect rate increases and contract modifications that we believe are appropriate given the current loss environment and new business written reflects lower submissions as a result of COVID-19 as well as general market conditions. Retention losses in 2020 were driven by our decision not to renew certain products and the loss of two large policies totaling $4.3 million. As we have substantially completed our re-underwriting efforts on certain books of business as of the end of the third quarter of 2020, we anticipate retention rates to begin to normalize going forward.
(4)Senior Care premium includes facilities specializing in long term residential care primarily for the elderly ranging from independent living through skilled nursing. Our Senior Care premium decreased in 2020 as compared to 2019 primarily due to retention losses, partially offset by new business written. Retention losses in 2020 were driven by our decision not to renew certain classes of Senior Care business based on our expectations of poor loss performance, including our non-renewal of two large policies totaling $7.2 million. As of the end of the third quarter of 2020, we have completed our re-underwriting efforts on certain books of business and anticipate retention rates to begin to normalize going forward.
(5)We offer custom alternative risk solutions including loss portfolio transfers for healthcare entities who, most commonly, are exiting a line of business, changing an insurance approach or simply preferring to transfer risk. In the third quarter of 2019, we entered into a loss portfolio transfer with a regional hospital group which resulted in $0.9 million of retroactive premium written and fully earned in 2019 (see further discussion in footnote 7 that follows).
(6)Our Small Business Unit is primarily comprised of premium associated with podiatrists, legal professionals, dentists and chiropractors. Our Small Business Unit premium decreased in 2020 as compared to 2019 driven by retention losses and, to a lesser extent, reductions in exposure of $2.0 million primarily due to our insureds moving to part-time as a result of a general reduction in non-COVID-19 healthcare consumption, partially offset by new business written and, to a lesser extent, an increase in renewal pricing. The increase in renewal pricing in 2020 was primarily the result of an increase in the rate charged for certain renewed policies in select states.
(7)We offer extended reporting endorsement or "tail" coverage to insureds who discontinue their claims-made coverage with us, and we also periodically offer tail coverage through stand-alone policies. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. The amount of tail coverage premium written can vary significantly from period to period. The increase in 2020 as compared to 2019 was due to a large national healthcare account that exercised its contractual option to purchase tail coverage which resulted in $14.3 million of one-time premium written and fully earned in the second quarter of 2020, somewhat offset by the tail coverage provided in connection with the aforementioned third quarter 2019 loss portfolio transfer.
(8)Our Medical Technology Liability business is marketed throughout the U.S.; coverage is typically offered on a primary basis, within specified limits, to manufacturers and distributors of medical technology and life sciences products including entities conducting human clinical trials. In addition to the previously listed factors that affect our premium volume, our Medical Technology Liability premium is impacted by the sales volume of insureds. Our Medical Technology Liability premium remained relatively unchanged in 2020 as compared to 2019 as retention losses and renewal pricing decreases were offset by new business written. New business written in 2020 reflects the addition of a few COVID-19 related policies. Retention losses in 2020 are primarily attributable to an increase in competition on terms and pricing. Renewal pricing decreases in 2020 are primarily due to changes in the sales volume of certain insureds, including changes in COVID-19 related exposure on several renewing policies.
(9)This component of gross premiums written includes all other product lines within our Specialty P&C segment. The decrease in 2020 was due to the effect of our non-renewal of a $1.5 million specialty contractual liability policy.

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(10)Certain components of our gross premiums written include alternative market premiums. We currently cede either all or a portion of the alternative market premium, net of reinsurance, to three SPCs of our wholly owned Cayman Islands reinsurance subsidiaries, Inova Re and Eastern Re, which are reported in our Segregated Portfolio Cell Reinsurance segment (see further discussion in the Ceded Premiums Written section that follows). The portion not ceded to the SPCs is retained within our Specialty P&C segment.
Year Ended December 31
($ in millions)20202019Change
Standard Physician$1.6 $1.4 $0.2 14.3 %
Custom Physician0.1 0.2 (0.1)(50.0 %)
Hospitals and Facilities0.2 — 0.2 nm
Senior Care5.2 6.2 (1.0)(16.1 %)
Total$7.1 $7.8 $(0.7)(9.0 %)
The decrease in alternative market gross premiums written in 2020 as compared to 2019 was due to retention losses driven by the loss of a $1.4 million Senior Care policy that chose to utilize self-insurance, slightly offset by policy endorsements.
We are committed to a rate structure that will allow us to fulfill our obligations to our insureds, while generating competitive long-term returns for our shareholders. Our pricing continues to be based on expected losses as indicated by our historical loss data and available industry loss data. In recent years, this practice has resulted in gradual rate increases and we anticipate further rate increases due to indications of increasing loss severity. Additionally, the pricing of our business includes the effects of filed rates, surcharges and discounts. Renewal pricing also reflects changes in our exposure base, deductibles, self-insurance retention limits and other policy terms and conditions.
The change in renewal pricing for our Specialty P&C segment, including by major component, was as follows:
(1)
Physician policies were our greatest source of premium revenues in both 2017 and 2016. The increase in twelve month term policies in 2017 was primarily driven by new business written, including the addition of several large policies, and timing differences related to the renewal of certain policies, largely offset by retention losses. In addition, written premium reflected an increase in renewal pricing, driven by an increase in exposures for a few large policies. We offer twenty-four month term policies to our physician insureds in one selected jurisdiction. The increase in twenty-four month premium, as compared to 2016, primarily reflected the normal cycle of renewals (policies subject to renewal in 2017 were previously written in 2015 rather than in 2016).Year Ended December 31
2020
Specialty P&C segment9%
HCPL
(2)Standard Physician(1)
Our healthcare facilities premium (which includes hospitals, surgery centers and other facilities) declined in 2017 as compared to 2016 driven by the effect of a novation agreement entered into during the fourth quarter of 2016. A novation represents a legal replacement of one insurer by another extinguishing the ceding entity's liability to the policyholder. The novation resulted in approximately $11.8 million of one-time gross premiums written and earned during the fourth quarter of 2016 as all the underlying loss events covered by the policy occurred in the past. After removing the impact of the novation, our healthcare facilities premium was relatively flat compared to 2016 due to several offsetting factors. While an increase in renewal pricing and new business written, including one large policy, increased written premium in 2017, the impact was offset by a timing difference related to the renewal of one large policy and retention losses during the period. Renewal pricing increased during 2017 due to changes in loss experience related to a few large policies.
11%
(3)Specialty(1)
Our other healthcare providers are primarily dentists, chiropractors and allied health professionals.15%
Total HCPL12%
(4)Small Business Unit(1)
Our legal professionals policies are primarily individual and small group policies in select areas of practice. The increase in 2017 as compared to 2016 was primarily due to new business written and, to a lesser extent, an increase in the rate charged for certain renewed policies, largely offset by retention losses. Retention losses were primarily driven by competitive market conditions.
4%
(5)Medical Technology Liability(1)
We offer extended reporting endorsement or "tail" coverage to insureds who discontinue their claims-made coverage with us, and we also periodically offer tail coverage through custom policies. The amount of tail coverage premium written can vary widely from period to period. The increase in 2017 as compared to 2016 was driven by the purchase of tail coverage for a few large claims-made policies in one jurisdiction that were rewritten to occurrence coverage in 2017. These policies are part of one of our shared risk arrangements and therefore, a large portion of the premium written was ceded during the current period (see further discussion in the Ceded(1%)
(1) See Gross Premiums Written section that follows).for further explanation of changes in renewal pricing.
(6)
Our medical technology liability business is marketed throughout the U.S.; coverage is offered on a primary basis, within specified limits, to manufacturers and distributors of medical technology and life sciences products including entities conducting human clinical trials. In addition to the previously listed factors that affect our premium volume, our medical technology liability premium volume is impacted by the sales volume of insureds. The increase in 2017 primarily reflected new business written, including two large policies during the fourth quarter of 2017, partially offset by retention losses, including the loss of one large policy in the first quarter of 2017. Retention losses in 2017 are largely attributable to price competition and merger activity within the industry.


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(7)
During 2016, we expanded our alternative market solutions by writing new healthcare premium in certain SPCs at Eastern Re. We wrote approximately $1.2 million of healthcare professional liability premium in our physicians line of business in each of the years ended December 31, 2017 and 2016. We wrote healthcare professional liability premium in our healthcare facilities line of business of approximately $3.1 million and $2.9 million for the years ended December 31, 2017 and 2016, respectively. All or a portion of the premium written was ceded to the SPCs at our wholly owned Cayman Islands reinsurance subsidiary, Eastern Re. Under the SPC structure, the operating results of each cell, net of any participation we have taken in the SPCs, accrue to the benefit of the external owners of that cell. Our Specialty P&C segment does not currently participate in the cells that write HCPL premium, and therefore retains no underwriting profit or loss. Additional information regarding the SPCs is included under the heading "Underwriting, Policy Acquisition and Operating Expense" in the section that follows.
New business written by major component on a direct basis was as follows:
Year Ended December 31
(In millions)20202019
HCPL
Standard Physician$2.9 $9.2 
Specialty9.0 25.0 
Total HCPL11.9 34.2 
Small Business Unit4.6 4.2 
Medical Technology Liability6.5 4.2 
Total$23.0 $42.6 

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 Year Ended December 31
(In millions)2017 2016
Physicians$31.6
 $32.8
Healthcare facilities5.8
 17.4
Other healthcare providers2.1
 3.4
Legal professionals3.6
 3.8
Medical technology liability5.4
 5.1
Total$48.5
 $62.5
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For our Specialty P&C segment, we calculate our retention rate as annualized renewed premium divided by all annualized premium subject to renewal. Retention rates areis affected by a number of factors. We may lose insureds to competitors or to alternative insurance mechanisms such as risk retention groups or self-insurance entities (often when physicians join hospitals or large group practices) or due to pricing or other issues. We may choose not to renew an insured as a result of our underwriting evaluation. Insureds may also terminate coverage because they have left the practice of medicine for various reasons, principally for retirement, death or disability, but also for personal reasons.
Retention for our Specialty P&C segment, including by major component, was as follows:
Year Ended December 31
20202019
Specialty P&C segment79 %86 %
HCPL
Standard Physician(1)
82 %87 %
Specialty(1)
65 %70 %
Total HCPL76 %81 %
Small Business Unit(1)
90 %92 %
Medical Technology Liability(1)
85 %88 %
(1) See Gross Premiums Written section for further explanation of retention decline in 2020.
 Year Ended December 31
 2017 2016
Physicians*90% 88%
Healthcare facilities*86% 79%
Other healthcare providers*85% 85%
Legal professionals84% 78%
Medical technology liability87% 85%
* Excludes certain policies written on an excess and surplus lines basis.
The pricing of our business includes the effects of filed rates, surcharges and discounts. Renewal pricing also reflects changes in our exposure base, deductibles, self-insurance retention limits and other policy items. We continue to base our pricing on expected losses, as indicated by our historical loss data and available industry loss data. We are committed to a rate structure that will allow us to fulfill our obligations to our insureds, while generating competitive returns for our shareholders.




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Changes in renewal pricing by component was as follows:
Year Ended December 31
2017
Physicians (1)
1%
Healthcare facilities (1)(2)
8%
Other healthcare providers (1)
2%
Legal professionals (2)
3%
Medical technology liability1%
(1) Excludes certain policies written on an excess and surplus lines basis.
(2) See Gross Premiums Written section for further explanation of renewal pricing increase.
Ceded Premiums Written
Ceded premiums represent the amounts owed to our reinsurers for their assumption of a portion of our losses. ThroughFor our currentHCPL and Medical Technology Liability excess of loss reinsurance arrangements in effect prior to October 1, 2020, we generally retained the first $1 million in risk insured by us and ceded coverages in excess of this amount. Effective October 1, 2020, we generally retain the first $1$2 million in risk insured by us and cede coverages in excess of this amount. For our medical technology liabilityHCPL coverages, we will also retain 10%from 0% to 14.5% of the next $9$24 million of risk for coverages in excess of $1$2 million. For our Medical Technology Liability treaty which also renewed effective October 1, 2020, we also retain 2.5% of the next $8 million of risk for coverages in excess of $2 million. These changes in terms for both our HCPL and Medical Technology Liability treaties resulted in a reduction to the gross rate paid for the treaty year effective October 1, 2020. We pay our reinsurers a ceding premium in exchange for their accepting the risk, and in certain of our excess of loss arrangements, the ultimate amount of which is determined by the loss experience of the business ceded, subject to certain minimum and maximum amounts.
Ceded premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Excess of loss reinsurance arrangements (1)
$33,070 $35,014 $(1,944)(5.6 %)
Other shared risk arrangements (2)
28,765 33,976 (5,211)(15.3 %)
Premium ceded to SPCs (3)
6,118 6,860 (742)(10.8 %)
Other ceded premiums written3,227 3,266 (39)(1.2 %)
Adjustment to premiums owed under reinsurance agreements, prior accident years, net (4)
712 2,834 (2,122)(74.9 %)
Total ceded premiums written$71,892 $81,950 $(10,058)(12.3 %)
 Year Ended December 31
($ in thousands)2017 2016 Change
Excess of loss reinsurance arrangements (1)
$31,853
 $30,037
 $1,816
 6.0%
Premium ceded to Syndicate 1729 (2)
13,983
 23,832
 (9,849) (41.3%)
Other shared risk arrangements (3)
30,780
 26,737
 4,043
 15.1%
Other ceded premiums written3,361
 3,521
 (160) (4.5%)
Adjustment to premiums owed under reinsurance agreements, prior accident years, net (4)
(1,189) (7,083) 5,894
 (83.2%)
Total ceded premiums written$78,788
 $77,044
 $1,744
 2.3%
(1)We generally reinsure risks under our excess of loss reinsurance arrangements pursuant to which the reinsurers agree to assume all or a portion of all risks that we insure above our individual risk retention levels, up to the maximum individual limits offered. Premium due to reinsurers also fluctuates with the volume of written premium subject to cession under the arrangement. In certain of our excess of loss reinsurance arrangements, the premium due to the reinsurer is determined by the loss experience of that business reinsured, subject to certain minimum and maximum amounts. The decrease in ceded premiums written under our excess of loss reinsurance arrangements in 2020 as compared to 2019 primarily reflected a decrease in the overall volume of gross premiums written subject to cession and, to a lesser extent, certain of our reinsurance arrangements reaching maximum limits eligible for cession on treaty years effective October 1, 2017 and 2018. The decrease in ceded premiums written in 2020 also reflected the reduced rate on the treaty year effective October 1, 2020, partially offset by the effect of changes to both minimum and maximum limits for the treaty year effective October 1, 2019.
(1)
We generally reinsure risks under our excess of loss reinsurance arrangements pursuant to which the reinsurers agree to assume all or a portion of all risks that we insure above our individual risk retention levels, up to the maximum individual limits offered. In the majority of our excess of loss reinsurance arrangements, the premium due to the reinsurer is determined by the loss experience of that business reinsured, subject to certain minimum and maximum amounts. The increase in ceded premiums written under our excess of loss reinsurance arrangements for 2017 was primarily due to revised contract terms on our medical technology liability reinsurance arrangement effective January 1, 2017, which reduced the amount of excess premium we retain from 20% to 10%.
(2)
As previously discussed, we are the majority participant in Syndicate 1729 and normally record our pro rata share of its operating results in our Lloyd's Syndicate segment on a quarter delay, except when information is available that is material to the current period. We also record the cession to the Lloyd's Syndicate segment from our Specialty P&C segment on a quarter delay as the amounts are not material and this permits the cession to be reported by both the Lloyd's Syndicate segment and the Specialty P&C segment in the same reporting period. The decrease in ceded premiums to Syndicate 1729 for the year ended December 31, 2017 reflected the revised contract terms effective January 1, 2017 which reduced the premiums ceded by essentially half. We did not renew our quota share agreement with Syndicate 1729 on January 1, 2018, however the impact will not be reflected in ceded premiums until the second quarter of 2018 due to the previously mentioned quarter delay. See Lloyd's Syndicate segment results for further discussion on the quota share agreement. As our premiums are earned, we recognize the related ceding commission income which reduces underwriting expense by offsetting DPAC amortization. For the years ended December 31, 2017 and 2016, the related ceding commission income was approximately 27% of ceded premiums written. For our consolidated results, eliminations of the inter-segment portion (58% of the Specialty P&C cession) of the transactions are also recorded on a quarter delay.

(2)We have entered into various shared risk arrangements, including quota share, fronting and captive arrangements, with certain large healthcare systems and other insurance entities. These arrangements include our Ascension Health and CAPAssurance programs. While we cede a large portion of the premium written under these arrangements, they provide us an opportunity to grow net premium through strategic partnerships. Effective October 1, 2020, our arrangement with CAPAssurance was mutually dissolved as a result of our pending acquisition with NORCAL and their concentration in the state of California. The decrease in ceded premiums written under our shared risk arrangements in 2020 as compared to 2019 was primarily due to a decrease in premium ceded to our Ascension Health program, our non-renewal of two large policies in certain of our other shared risk arrangements and, to a lesser extent, the aforementioned dissolution of our arrangement with CAPAssurance.
(3)As previously discussed, as a part of our alternative market solutions, all or a portion of certain healthcare premium written is ceded to SPCs in our Segregated Portfolio Cell Reinsurance segment under either excess of loss or quota share reinsurance agreements, depending on the structure of the individual program. See the Segment Results - Segregated Portfolio Cell Reinsurance section for further discussion on the cession to the SPCs from our Specialty P&C segment. The decrease in premiums ceded to SPCs during 2020 as compared to 2019 was primarily due to the loss of one large Senior Care policy (see discussion in footnote 10 under the heading "Gross Premiums Written").


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(4)Given the length of time that it takes to resolve our claims, many years may elapse before all losses recoverable under a reinsurance arrangement are known. As a part of the process of estimating our loss reserve we also make estimates regarding the amounts recoverable under our reinsurance arrangements. As previously discussed, the premiums ultimately ceded under certain of our excess of loss reinsurance arrangements are subject to the losses ceded under the arrangements. As part of the review of our reserves during 2020 and 2019, we increased our estimate of expected losses and associated recoveries for prior year ceded losses, as well as our estimate of ceded premiums owed to reinsurers; however, this increase was lower in 2020 as compared to 2019 due to reaching the maximum level of premium due under certain prior year excess of loss arrangements. Changes to estimates of premiums ceded related to prior accident years are fully earned in the period the changes in estimates occur.
(3)
We have entered into various shared risk arrangements, including quota share, fronting, and captive arrangements, with certain large healthcare systems and other insurance entities. These arrangements include our Ascension Health and CAPAssurance programs. While we cede a large portion of the premium written under these arrangements, they provide us an opportunity to grow net premium through strategic partnerships. The increase in 2017 was primarily driven by a few large tail endorsements that were written, and substantially ceded, related to one of these shared risk arrangements, as previously discussed. The remaining increase was due to growth in our Ascension Health and CAPAssurance programs.
(4)
Given the length of time that it takes to resolve our claims, many years may elapse before all losses recoverable under a reinsurance arrangement are known. As a part of the process of estimating our loss reserve we also make estimates regarding the amounts recoverable under our reinsurance arrangements. As previously discussed, the premiums ultimately ceded under certain of our excess of loss reinsurance arrangements are subject to the losses ceded under the arrangements. Based upon adjustments in 2017 and 2016 to our estimate of expected losses and associated recoveries for prior year ceded losses, we reduced our estimate of ceded premiums owed to reinsurers. However, prior accident year ceded premium reductions were lower in 2017 as compared to 2016. In addition, the lower prior accident year ceded premium reduction in 2017 reflected an overall change in expected loss recoveries attributable to one large claim during the second quarter of 2017. We do not believe this isolated claim indicates a change in overall loss trends for us or the industry. Changes to estimates of premiums ceded related to prior accident years are fully earned in the period the changes in estimates occur.
Ceded Premiums Ratio
As shown in the table below, our ceded premiums ratio was affected in both 20172020 and 20162019 by revisions to our estimate of premiums owed to reinsurers related to coverages provided in prior accident years.
Year Ended December 31
 20202019Change
Ceded premiums ratio, as reported13.7 %14.2 %(0.5  pts)
Less the effect of adjustments in premiums owed under reinsurance agreements, prior accident years (as previously discussed)0.1 %0.5 %(0.4  pts)
Ratio, current accident year13.6 %13.7 %(0.1  pts)
 Year Ended December 31
 2017 2016 Change
Ceded premiums ratio, as reported14.3% 14.4% (0.1)pts
Less the effect of adjustments in premiums owed under reinsurance agreements, prior accident years (as previously discussed)(0.2%) (1.3%) 1.1
pts
Ratio, current accident year14.5% 15.7% (1.2)pts
The decline in the current accident year ceded premiums ratio forFor the year ended December 31, 20172020 the ceded premiums ratio was primarily attributablerelatively unchanged as compared to a decrease in premium ceded to Syndicate 1729, partially offset by an increase in premium ceded under our other shared risk and excess2019.


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Net Premiums Earned
Net premiums earned were as follows:
 Year Ended December 31
($ in thousands)2017 2016 Change
Gross premiums earned$537,583
 $535,931
 $1,652
 0.3%
Less: Ceded premiums earned83,662
 78,115
 5,547
 7.1%
Net premiums earned$453,921
 $457,816
 $(3,895) (0.9%)
Net premiums earned consist of gross premiums earned less the portion of earned premiums that we cede to our reinsurers for their assumption of a portion of our losses. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Generally, our policies carry a term of one year,year; however, as discussed above,prior to the third quarter of 2020, we writewrote certain Standard Physician policies with a twenty-four month term, and a few of our medical technology liabilityMedical Technology Liability policies have a multi-year term. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. Retroactive coverage premiums are 100% earned at the inception of the contract, as all of the associated underlying loss events occurred in the past. Additionally, any ceded premium changes due to changes to estimates of premiums owed under reinsurance agreements for prior accident years are fully earned in the period of change.
Net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$551,822 $580,796 $(28,974)(5.0 %)
Less: Ceded premiums earned74,457 81,738 (7,281)(8.9 %)
Net premiums earned$477,365 $499,058 $(21,693)(4.3 %)
The increasedecrease in gross premiums earned in 2017 primarily reflected2020 as compared to 2019 was driven by the pro rata effect of a decrease in the higher premiumsvolume of written premium during the preceding twelve months, primarilypredominantly in our healthcare facilitiesSpecialty line of business, and a few large tail policies written anddue to our re-underwriting efforts. The decrease in gross premiums earned during 2017. This increase was largely offset byalso reflects the effect of a large novationprior year loss portfolio transfer which resulted in $2.7 million of one-time premium written and fully earned during the fourth quarter of 2016, as discussed abovein 2019 (see previous discussion in footnotes 5 and 7 under the heading "Gross Premiums Written."Written"). The decrease in gross premiums earned in 2020 was somewhat offset by premium adjustments related to loss sensitive policies which increased earned premium by $2.9 million and decreased earned premium by $1.6 million in 2019. In addition, the decrease in gross premiums earned was largely offset by $14.3 million of one-time premium written and fully earned in the second quarter of 2020 associated with the tail coverage purchased by a large national healthcare account (see previous discussion in footnote 7 under the heading "Gross Premiums Written").
The decrease in ceded premiums earned during 2020 as compared to 2019 reflected the effect of adjustments made during 2020 and 2019 to ceded premiums owed under reinsurance agreements related to prior accident year losses. After removing the effect of prior accident year ceded premium adjustments from both years, ceded premiums earned decreased $5.2 million in 2020 as compared to 2019. The remaining decrease was driven by the pro rata effect of a decrease in premium ceded under our shared risk and excess of loss arrangements during the preceding twelve months.




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premiums reductions were $5.9 million lower in 2017 than in 2016 (see discussion under the heading "Ceded Premiums Written").
Losses and Loss Adjustment Expenses
The determination of calendar year losses involves the actuarial evaluation of incurred losses for the current accident year and the actuarial re-evaluation of incurred losses for prior accident years, including an evaluation of the reserve amounts required for losses in excess of policy limits.ECO/XPL losses.
Accident year refers to the accounting period in which the insured event becomes a liability of the insurer. For claims-made policies, which represent over 90%the majority of the premiums written in our Specialty P&C segment, the insured event generally becomes a liability when the event is first reported to us. For occurrence policies, the insured event becomes a liability when the event takes place. For retroactive coverages, the insured event becomes a liability at inception of the underlying contract. We believe that measuring losses on an accident year basis is the best measure of the underlying profitability of the premiums earned in that period, since it associates policy premiums earned with the estimate of the losses incurred related to those policy premiums.
The following table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Additionally, the table shows our current accident year net loss ratio wasratios were affected by revisions to our estimate of premiums owed to reinsurers related to coverages provided in prior accident years. NetThe net loss ratios for 2017our Specialty P&C segment were as follows:
Net Loss Ratios (1)
Year Ended December 31
20202019Change
Calendar year net loss ratio98.5 %106.7 %(8.2  pts)
Less impact of prior accident years on the net loss ratio(5.7 %)1.2 %(6.9  pts)
Current accident year net loss ratio104.2 %105.5 %(1.3  pts)
Less estimated ratio increase (decrease) attributable to:
Ceded premium adjustments, prior accident years (2)
0.2 %0.6 %(0.4  pts)
Current accident year net loss ratio, excluding the effect of prior year ceded premium (3)
104.0 %104.9 %(0.9  pts)
(1)Net losses, as specified, divided by net premiums earned.
(2)During 2020 and 2016 compare2019, we increased the premiums owed under reinsurance agreements for prior accident years which decreased net premiums earned (the denominator of the current accident year ratio). See the discussion in the Premiums section for our Specialty P&C segment under the heading "Ceded Premiums Written" for additional information.
(3)The current accident year net loss ratio, excluding the effect of prior year ceded premium adjustments (as shown in the table above), decreased 0.9 percentage points as follows:compared to 2019. The change in the current accident year net loss ratio was primarily attributable to the following:
 
Net Loss Ratios (1)
 Year Ended December 31
 2017 2016 Change
Calendar year net loss ratio63.6% 58.7% 4.9pts
Less impact of prior accident years on the net loss ratio(26.3%) (29.9%) 3.6pts
Current accident year net loss ratio89.9 % 88.6 % 1.3pts
Less estimated ratio increase (decrease) attributable to:      
Ceded premium adjustments, prior accident years (2)
(0.2%) (1.4%) 1.2pts
Current accident year net loss ratio, excluding the effect of prior year ceded premium (3)
90.1 % 90.0 % 0.1pts
(1)
(In percentage points)
Net losses, as specified, divided by net premiums earned.Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
(2)
Large national healthcare account
Reductions to premiums owed under reinsurance agreements for prior accident years increased net premiums earned (the denominator of the current accident year ratio) in both 2017 and 2016, however, the reduction was substantially less in 2017 than in 2016. See the discussion in the Premiums section for our Specialty P&C segment under the heading "Ceded Premiums Written" for additional information.
2.9 pts
(3)
COVID-19 reserve
The current accident year2.2 pts
Change in DDR reserve adjustment(1.5 pts)
All other, net loss ratio was relatively unchanged as compared to 2016 primarily due to offsetting factors. Changes in the mix of business resulted in an 1.2 percentage point increase(4.5 pts)
Decrease in the current accident year net loss ratio, in 2017 as compared to 2016. However,excluding the effect of a DDR reinsurance commutation during the fourth quarter of 2017 (reduction in current year net losses) partially offset the increase by 0.5 percentage points and the effect of a prior year novation (net premiums earned at a high loss ratio) partially offset the increase by 0.4 percentage points. Additional information regarding the prior year novation is included in the Premiums section for our Specialty P&C segment under the heading "Gross Premiums Written."ceded premium(0.9 pts)
Our current accident year net loss ratio in 2020 and 2019 was impacted by a large national healthcare account. In 2019, we increased our reserve estimates for this account's claims-made policy during the fourth quarter of 2019 based on our in-depth review of our current accident year reserve which we believed best reflected emerging data at that time. In addition, we recognized a PDR of $9.2 million during the fourth quarter of 2019 related to this account which increased current accident year net losses. The PDR represented an estimated premium deficiency associated with the unearned premium of this account's claims-made policy as of the end of 2019. During 2020, this PDR was amortized back into current accident year net losses which offset the impact of the losses incurred in 2020 associated with the earned premium related to this account's claims-made policy. During the second quarter of 2020, the policy

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term associated with this account's claims-made policy expired. This account did not renew on terms offered by us and the insured exercised its contractual option to purchase the extended reporting endorsement or "tail" coverage resulting in a net underwriting loss of $45.7 million in 2020. The net impact of this large national healthcare account resulted in a 2.9 percentage point increase in our current accident year net loss ratio in 2020 as compared to 2019. Also during the second quarter of 2020, we established a $10 million reserve for COVID-19; no adjustment has been made to this reserve since the second quarter of 2020. This reserve represents our best estimate of ultimate COVID-19 related losses based on currently available information and reported incidents, and accounted for a 2.2 percentage point increase in our current accident year net loss ratio in 2020. As a result of our actuarial analysis performed at the end of 2019, we increased our reserves related to DDR coverage endorsements which accounted for approximately 1.5 percentage points of the decrease in the current accident year net loss ratio in 2020 as compared to 2019; no adjustment was made to these reserves in 2020. After removing the impact of the large national healthcare account in both 2020 and 2019, the 2020 COVID-19 reserve and actuarial adjustment to our DDR reserves in 2019, our current accident year net loss ratio in 2020 improved 4.5 percentage points primarily reflecting the impact of decreases in certain loss ratios during 2020 and, to a lesser extent, the effect of changes in premium adjustments related to loss sensitive policies (see previous discussion under the heading "Net Premiums Earned"). The decreases in loss ratios during 2020 were primarily in our Standard Physician, Specialty and Small Business Unit lines of business as a result of our re-underwriting efforts and focus on rate adequacy.
We re-evaluate our previously established reserve each quarter based upon the most recently completed actuarial analysis supplemented by any new analysis, information or trends that have emerged since the date of that study. We also take into account currently available industry trend information. We continue to see elevated loss severity in the broader medical professional liability industry and are observing indications of these increased severity trends in our paid loss data. While we have established a reserve for COVID-19 related losses, we have also observed a significant reduction in claims frequency as compared to 2019, some of which is likely associated with the COVID-19 pandemic and the disruption of the court systems; however, we have remained cautious in recognizing these favorable frequency trends in our current accident year reserve due to the possibility of delays in reporting and uncertainty surrounding the length and severity of the pandemic.
We recognized net favorable lossprior year reserve development of $27.5 million for the year ended December 31, 2020 as compared to net unfavorable prior year reserve development of $5.7 million for the year ended December 31, 2019. Favorable development recognized during 2020 principally related to accident years 2014 through 2017. Net unfavorable prior year reserve development in 2019 included $51.5 million of unfavorable reserve development related to our previously established reserve of $119.3 million and $137.2 millionreserves for the previously mentioned large national healthcare account that has experienced losses far exceeding the assumptions we made when underwriting the account, beginning in 2016; unfavorable development recognized during 2019 related to accident years 2016 through 2018. Excluding the unfavorable development related to this account, the Specialty P&C segment recognized favorable prior year reserve development totaling $45.8 million in 2019. Prior accident year development recognized for years ended December 31, 20172020 and 2016, respectively. The net favorable loss development2019 included a reduction in 2017 and 2016 included $10.1our reserve for potential ECO/XPL claims of $4.0 million and $12.0$0.3 million, respectively,respectively. Development recognized in both 2020 and 2019 also included favorable prior year reserve development attributable to our medical technology liability line of business and $5.2of $8.6 million and $9.4$13.3 million, respectively, attributable to our legal professionals liability line of business. We re-evaluate our previously established reserve each quarter based on our most recently available claims data and currently available industry trend information. Development recognized during 2017 principally related to accident years 2010 through 2014. Development recognized during 2016 principally related to accident years 2009 through 2013.respectively.
A detailed discussion of factors influencing our recognition of loss development is included in our Critical Accounting Estimates section under the heading "Reserve for Losses and Loss Adjustment Expenses." Assumptions used in establishing our reserve are regularly reviewed and updated by management as new data becomes available. Any adjustments necessary are reflected in the then current operations. Due to the size of our reserve, even a small percentage adjustment to the assumptions can have a material effect on our results of operations for the period in which the change is made, as was the case in both 20172020 and 2016.2019.


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Underwriting, Policy Acquisition and Operating Expenses
Our Specialty P&C segment underwriting, policy acquisition and operating expenses for the years ended December 31, 20172020 and 20162019 were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$53,562 $56,604 $(3,042)(5.4 %)
Management fees6,136 6,742 (606)(9.0 %)
Other underwriting and operating expenses49,901 56,964 (7,063)(12.4 %)
Total$109,599 $120,310 $(10,711)(8.9 %)

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 Year Ended December 31
($ in thousands)2017 2016 Change
Specialty P&C segment:       
DPAC amortization$48,469
 $45,019
 $3,450
 7.7%
Management fees6,620
 6,447
 173
 2.7%
Other underwriting and operating expenses53,741
 52,867
 874
 1.7%
Total$108,830

$104,333
 $4,497
 4.3%
DPAC amortization increaseddecreased during the year ended December 31, 20172020 as compared to 2016 primarily2019 driven by a decrease in earned premium, excluding the effect of the premium earned from the tail coverage associated with a large national healthcare account from the second quarter of 2020 as there were no deferred acquisition costs associated with the tail premium (see discussion under the heading "Gross Premiums Written"). In addition, the decrease in DPAC amortization reflected a decrease in brokerage expenses due to our non-renewal of certain products written on an excess and surplus lines basis in our Specialty line of business (see discussion under the heading "Gross Premiums Written") as well as a decrease in agent commissions and premium taxes due to a lower volume of premium written. Partially offsetting the decrease in DPAC amortization in 2020 was an increase in commission expense in 2017medical costs associated with employee health plans, one-time employee severance charges of $0.6 million and, to a lesser extent, a decrease in ceding commission income, which is an offset to expense, primarily due to a reduction in premiums ceded to Syndicate 1729. In addition, the increase in DPAC amortization reflected the effectfrom certain of higher gross premiums earned in 2017 as compared to 2016.our shared risk arrangements.
Management fees are charged pursuant to a management agreement by the Corporate segment to the operating subsidiaries within our Specialty P&C segment for services provided based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary. While the terms of the management agreement were consistent between 20172020 and 2016,2019, fluctuations in the amount of premium written by each subsidiary can result in corresponding variations in the management fee charged to each subsidiary during a particular period.
Other underwriting and operating expenses increased decreased during the year ended December 31, 20172020 as compared to 20162019 primarily driven by a decrease in various operational expenses resulting from incremental improvements over the past year including organizational structure enhancements and improved operating efficiencies. The decrease in operating expenses also reflected a reduction in travel-related costs of $3.3 million in 2020 as a result of the COVID-19 pandemic and, to a lesser extent, a reduction in employer contributions to the ProAssurance Savings Plan (see further discussion in Note 17 of the Notes to Consolidated Financial Statements). Furthermore, the decrease in operating expenses in 2020 as compared to 2019 also included a reduction in fees associated with a data analytics services agreement of $0.6 million driven by an increaseamendment to the agreement executed during the fourth quarter of 2020 (see further discussion in compensation relatedNote 9 of the Notes to Consolidated Financial Statements). The decrease in 2020 was largely offset by one-time expenses and costsof $3.4 million mainly comprised of early retirement benefits granted to certain employees in 2020 as well as expenses associated with the amortizationrestructuring of new software placed into service during the first quarterour HCPL field office organization, consisting of 2017.employee severance charges and lease exit costs due to a reduction in physical office locations. The increasedecrease in operating expenses in 2020 was partiallyalso somewhat offset by an increase of $0.4 million in accrued paid time off due to lower employee utilization of vacation time likely associated with the effect of non-recurring costs in 2016, including state assessments and a donation to a scholarship fund for which we received a wholly offsetting tax credit during 2016.COVID-19 pandemic.
Underwriting Expense Ratio (the Expense Ratio)
Our expense ratio for the Specialty P&C segment for the year ended December 31, 20172020 as compared to 2016,2019 was as follows:
 Year Ended December 31
 2017 2016 Change
Underwriting expense ratio24.0% 22.8% 1.2pts
 Year Ended December 31
 20202019Change
Underwriting expense ratio23.0 %24.1 %(1.1  pts)
The increasechange in the underwritingour expense ratio for 2017 was primarily due to the effect of a reduction in net premiums earned2020 as compared to 2016,2019 was primarily attributable to the following:
(In percentage points)Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
Decrease in net premiums earned and DPAC amortization(1)
1.2 pts
One-time expenses0.8 pts
Travel-related cost savings due to COVID-19(0.7 pts)
Large national healthcare account tail policy premium(2)
(0.7 pts)
All other, net(1.7 pts)
Decrease in the underwriting expense ratio(1.1 pts)
(1) Excludes the large national healthcare account tail policy premium in 2020 and certain one-time expenses included in DPAC amortization of $0.6 million during 2020.
(2) See previous discussion under the heading "Gross Premiums Written"
The remaining decrease in our expense ratio during 2020 as compared to 2019 of 1.7 percentage points primarily reflected the impact of a priordecrease in various operational expenses resulting from incremental improvements over the past year novation (see further discussion under the heading "Gross Premiums Written")including organizational structure enhancements and improved operating efficiencies and, to a lesser extent, the effect of an increasereduction in DPAC amortization and software amortization in 2017, as previously discussed.
Segregated Portfolio Cell Dividend Expense (Income)
During 2016 we expanded our alternative market solutions by writing HCPL premium in three SPCs at Eastern Re. Consistent with the SPC structure discussed in our Workers' Compensation segment section that follows, the net operating results of each cell, net of any participation we have taken in the SPCs, are dueemployer contributions to the external owners of that cell. Our Specialty P&C segment does not currently participate in the cells that write HCPL premium, and therefore retains no profit or loss. SPC dividend (expense) income for the years ended December 31, 2017 and 2016 was as follows:ProAssurance Savings Plan.

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 Year Ended December 31
(In thousands)2017 2016 Change
SPC dividend (expense) income$(4,970) $(144) $(4,826)
The SPC dividend expense for the year ended December 31, 2017 reflected a $5.2 million pre-tax expense recognized during the second quarter of 2017 related to previously unrecognized SPC dividend expense for the cumulative earnings of unrelated parties that have owned SPCs at various times since 2003 within a Bermuda captive insurance operation. Historically,


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within our HCPL business, we have written a limited number of segregated cell captive programs through this Bermuda captive arrangement and the use of this facility has declined as the HCPL insurance market has softened. The SPC dividend expense attributable to those cells was unrelated to the captive operations of our Eastern Re subsidiary. See more information on our SPCs under the heading "Underwriting, Policy Acquisition and Operating Expense" in the Segment Operating Results - Workers' Compensation section that follows.



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Segment Operating Results - Workers' CompensationInsurance
Our Workers' Compensation Insurance segment provides traditionalincludes workers' compensation insurance products and alternative market solutions for workers' compensation risksprovided to employers generally with 1,000 or fewer employees, as discussed in Note 1516 of the Notes to Consolidated Financial Statements. Segment operatingWorkers' compensation products offered include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies, deductible policies and alternative market programs. Alternative market programs include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. Alternative market program premiums are 100% ceded to either the SPCs within our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer for one program. Our Workers' Compensation Insurance segment results reflectreflected pre-tax underwriting profit or loss which includes SPC dividend expense (income). Investmentfrom these workers' compensation products, exclusive of investment results, which includes the SPC investment results, are included in our Corporate segment. Segment operating results included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$164,871 $182,233 $(17,362)(9.5 %)
Net premiums earned$171,772 $189,240 $(17,468)(9.2 %)
Other income2,216 2,399 (183)(7.6 %)
Net losses and loss adjustment expenses(111,552)(121,649)10,097 (8.3 %)
Underwriting, policy acquisition and operating expenses(56,449)(57,520)1,071 (1.9 %)
Segment results$5,987 $12,470 $(6,483)(52.0 %)
Net loss ratio64.9%64.3%0.6 pts
Underwriting expense ratio32.9%30.4%2.5 pts
 Year Ended December 31
($ in thousands)2017 2016 Change
Net premiums written$238,514
 $223,578
 $14,936
 6.7%
        
Net premiums earned$227,408
 $220,815
 $6,593
 3.0%
Other income674
 844
 (170) (20.1%)
Net losses and loss adjustment expenses(136,237) (140,534) 4,297
 (3.1%)
Underwriting, policy acquisition and operating expenses(70,945) (70,464) (481) 0.7%
Segregated portfolio cells dividend (expense) income (1)
(5,828) (4,762) (1,066) 22.4%
Segment operating results$15,072
 $5,899
 $9,173
 155.5%
        
Net loss ratio       
Traditional business62.6% 66.5% (3.9)pts
Alternative market business53.0% 55.7% (2.7)pts
Segment results59.9% 63.6% (3.7)pts
        
Underwriting expense ratio       
Traditional business31.3% 32.2% (0.9)pts
Alternative market business31.1% 31.0% 0.1
pts
Segment results31.2% 31.9% (0.7)pts

(1) Represents the underwriting (profit) loss attributable to the alternative market business ceded to the SPCs at Eastern Re, net of our participation.


During the third quarter of 2017, Eastern Alliance Insurance Group completed a renewal rights transaction with Great Falls Insurance Company (“Great Falls”) for consideration of $4.2 million. Eastern paid $2.85 million at closing, and the remaining $1.35 million is contingent upon Eastern renewing at least 75% of the acquired renewal book of business. In the event Eastern renews less than 75% but greater than 50% of the acquired renewal book of business, the contingent consideration will be reduced on a pro-rated basis. Great Falls is a monoline workers’ compensation insurance company domiciled in Maine and is licensed to write business in Maine and New Hampshire. Great Falls' direct premium written was approximately $13.3 million for the year ended December 31, 2016. Eastern has appointed the Great Falls agency partners and all Great Falls' employees became our employees. The acquisition of the renewal rights will expand Eastern’s operations into Maine and New Hampshire and ultimately other New England states, providing geographic diversification and the ability to expand our specialty workers’ compensation products and services in the New England marketplace. The transaction was accounted for as an asset acquisition and resulted in the recognition of intangible assets totaling $4.3 million, including transaction-related costs. As of December 31, 2017, a liability has been recognized for the contingent consideration of $1.35 million as we believe it is more likely than not that we will renew at least 75% of the acquired renewal book of business.


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Premiums Written
Our workers’ compensation premium volume is driven by fourfive primary factors: (1) the amount of new business written, (2) audit premium, (3) retention of our existing book of business, and (4)(3) premium rates charged on our renewal book of business.business, (4) changes in payroll exposure and (5) audit premium.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$246,791 $278,442 $(31,651)(11.4 %)
Less: Ceded premiums written81,920 96,209 (14,289)(14.9 %)
Net premiums written$164,871 $182,233 $(17,362)(9.5 %)

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 Year Ended December 31
($ in thousands)2017 2016 Change
Gross premiums written       
Traditional business*$182,847
 $172,025
 $10,822
 6.3%
Alternative market business80,544
 75,915
 4,629
 6.1%
Segment results263,391
 247,940
 15,451
 6.2%
Less: Ceded premiums written      

Traditional business9,937
 9,446
 491
 5.2%
Alternative market business*14,940
 14,916
 24
 0.2%
Segment results24,877
 24,362
 515
 2.1%
Net premiums written      

Traditional business172,910
 162,579
 10,331
 6.4%
Alternative market business65,604
 60,999
 4,605
 7.5%
Segment results$238,514
 $223,578
 $14,936
 6.7%
* Traditional gross premiums written and alternative market ceded premiums written are reported net of alternative market premiums assumed by our traditional business totaling $0.7 million and $0.9 million for the years ended December 31, 2017 and 2016, respectively.
Our traditional workers’ compensation insurance products include guaranteed cost, dividend, deductible, and retrospectively-rated policies. Our alternative market business is 100% ceded to either the SPCs at our wholly owned Cayman Islands reinsurance subsidiary, Eastern Re, or to unaffiliated captive insurers. AsTable of December 31, 2017, there were 24 (21 active) SPCs at Eastern Re and 2 active alternative market programs with unaffiliated captive insurers.Contents
Additional information regarding the structure of the SPCs is included under the heading "Underwriting, Policy Acquisition and Operating Expenses" section that follows.
Gross Premiums Written
Gross premiums written by product were as follows:
Year Ended December 31
($ in thousands)20202019Change
Traditional business:
Guaranteed cost$145,546 $158,246 $(12,700)(8.0 %)
Policyholder dividend20,464 20,446 18 0.1 %
Deductible4,581 5,857 (1,276)(21.8 %)
Retrospective*909 2,985 (2,076)(69.5 %)
Other7,094 8,660 (1,566)(18.1 %)
Alternative market business69,487 82,248 (12,761)(15.5 %)
Change in EBUB estimate(1,290)— (1,290)nm
Total$246,791 $278,442 $(31,651)(11.4 %)
*The change in our traditionalretrospectively-related policies included adjustments that decreased premium by $2.5 million and alternative market business for$2.1 million during the years ended December 31, 20172020 and 2016 are reflected in the table above. 2019, respectively.
Gross premiums written increased in 2017, driven by growth in both our traditional and alternative market business. Growth in our traditional business was driven by new business written including $4.6 million of premium related to our Eastern Specialty Risk unit, which writes higher hazard risks, and $3.4 million of premium written related to the acquisition of Great Falls' book of business. In addition, the increase in gross premiums written in our traditional business decreased during the year ended December 31, 2020 as compared to 2019, which primarily reflected an increaserenewal rate decreases, retention losses and a reduction in audit premium and new business written. The reduction in audit premium included a reduction in our EBUB estimate of $1.3 million in 2020. Renewal rate decreases were 4% in 2020, which were unchanged as compared to 2019. Renewal retention for our traditional business was 84% during 2020 as compared to 79% during 2019. New business written totaled $23.7 million in 2020 as compared to $27.0 million in 2019.
Gross premiums written in our alternative market business decreased during the year ended December 31, 2020 as compared to 2019, which primarily reflected renewal rate decreases, retention rate, partially offset bylosses and a decrease in renewal pricing andaudit premium. In addition, the impactdecline in alternative market business in 2020 also reflected the reduction in premium funding for one of premium adjustments written and earnedour large alternative market programs (see further discussion in the period on retrospectively rated policies which decreased written premium by $1.9 millionour Segment Results - Segregated Portfolio Cell Reinsurance section that follows). Renewal rate decreases were 4% in 2017,2020 as compared to $0.2 million5% in 2016. Growth2019. Retention in our alternative market business was driven84% in 2020 which reflected the impact of the aforementioned reduction in premium funding for a large alternative market program. A decrease in renewal rate and retention losses were partially offset by new business written and an increaseof $3.7 million in the retention rate, partially offset by a decrease in renewal pricing.2020. We retained 100% of the 23 workers' compensation alternative market programs up for renewal during the year ended December 31, 2020. During the second quarter of 2020, we added one new workers' compensation alternative market program at Inova Re with $1.1 million in premiums written during the year ended December 31, 2020.
Our traditional and alternative market premiums written were impacted by reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19. Reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19 reduced premiums written by approximately $3.6 million for the year ended December 31, 2017. During 2017, we added one new alternative market program at Eastern Re that was a designed consolidation2020. We expect continued downward pressure in future quarters on our workers' compensation premium resulting from further reductions in insured payroll exposure; however, the length and magnitude of two unaffiliated captive programs.

such changes depends on future developments, which are highly uncertain and cannot be predicted.


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New business, audit premium, retention and renewal price changes for both the traditional business and the alternative market business are shown in the table below:
Year Ended December 31Year Ended December 31
2017 201620202019
($ in millions)Traditional BusinessAlternative Market BusinessSegment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
($ in millions)Traditional BusinessAlternative Market BusinessSegment
Results
Traditional BusinessAlternative Market BusinessSegment
Results
New business$37.8
$9.9
$47.7
 $22.8
$10.2
$33.0
New business$23.7 $3.7 $27.4 $27.0 $3.8 $30.8 
Audit premium (including EBUB)$2.7
$1.4
$4.1
 $5.2
$1.1
$6.3
Audit premium (including EBUB)$(0.6)$(0.1)$(0.7)$3.7 $2.0 $5.7 
Retention rate (1)
85 %92 %87 % 84 %88 %85 %
Retention rate (1)
84 %84 %84 %79 %91 %83 %
Change in renewal pricing (2)
(3%)(4%)(3%) (1%)(1%)(1%)
Change in renewal pricing (2)
(4 %)(4 %)(4 %)(4 %)(5 %)(4 %)
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and the effects of current market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data. The renewal rate decreases reflected the competitive workers' compensation environment.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
Ceded Premiums Written
Ceded premiums written reflectedwere as follows:
Year Ended December 31
($ in thousands)20202019Change
Premiums ceded to SPCs$66,725 $79,799 $(13,074)(16.4 %)
Premiums ceded to external reinsurers12,472 13,633 (1,161)(8.5 %)
Premiums ceded to unaffiliated captive insurers2,762 2,449 313 12.8 %
Change in return premium estimate under external reinsurance(39)328 (367)(111.9 %)
Total ceded premiums written$81,920 $96,209 $(14,289)(14.9 %)
Our Workers' Compensation Insurance segment cedes alternative market business under a 100% quota share reinsurance agreement, net of a ceding commission, to SPCs in our Segregated Portfolio Cell Reinsurance segment and, to a limited extent, to an unaffiliated captive insurer. The decrease in premiums ceded to SPCs during the year ended December 31, 2020 reflects the reduction in alternative market gross premiums written as discussed above under the heading "Gross Premiums Written".
Under our external reinsurance programs and alternative marketagreement for traditional business, ceded to unaffiliated captive insurance companies.
Ceded premiums written were as follows:
 Year Ended December 31
($ in thousands)20172016Change
Premiums ceded to external reinsurers    
Traditional business$9,823
$10,255
$(432)(4.2%)
Alternative market business8,156
7,258
898
12.4%
Segment results17,979
17,513
466
2.7%
Change in return premium estimate under external reinsurance    
Traditional business114
(809)923
114.1%
Alternative market business


nm
Segment results114
(809)923
114.1%
Premiums ceded to unaffiliated captive insurers    
Traditional business


nm
Alternative market business6,784
7,658
(874)(11.4%)
Segment results6,784
7,658
(874)(11.4%)
Total ceded premiums written    
Traditional business9,937
9,446
491
5.2%
Alternative market business14,940
14,916
24
0.2%
Segment results$24,877
$24,362
$515
2.1%
Wewe retain the first $0.5 million in risk insured by us on our traditional business and cede losses in excess of this amount on each loss occurrence under our primary external reinsurance contract.treaty, subject to an AAD. The traditional externalAAD for the contract year effective May 1, 2019 was $3.9 million of incurred losses in excess of the $0.5 million per occurrence retention, or approximately 2.1% of subject earned premium. Effective May 1, 2020, our primary reinsurance contract containslayer was renewed at a returnslightly higher rate than the expiring year, with an increase in the AAD to 3.16% of subject earned premium provision under which we estimate return premium based onfor incurred losses in excess of the underlying loss experience of policies covered under the contract. In our alternative market business, the risk retention for each lossper occurrence ranges from $0.3 million to $0.35 million based on the alternative market program. We cede 100% of premiums written under two alternative market programs to unaffiliated captive insurers.
retention. Per our reinsurance agreements, we cede premiums related to our traditional business on an earned premium basis, whereas alternative marketbasis. The decrease in premiums are ceded on a written premium basis. Premiums ceded to external reinsurers in our


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traditional business decreased during the year ended December 31, 2017 which2020 primarily reflected an increasethe decrease in revenue sharing with our reinsurance broker, partially offset by an increase in premiumstraditional earned and reinsurance rates. The increase in premiums ceded to external reinsurers in our alternative market business primarily reflected an increase in premiums written in certain programs, and the reinsurance rates vary based on the alternative market program.premium.
Changes in the return premium estimate reflected the loss experience under the reinsurance contract for the years ended December 31, 20172020 and 2016.2019. The decreasechange in theestimated return premium estimate for the year ended December 31, 2017 primarily2020 reflected severity-related claims activity during the fourth quarterprior year loss development on previously reported reinsured claims.

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The decrease in premiums ceded to unaffiliated captive insurers reflected the consolidation of the two programs into the new alternative market program at Eastern Re, as discussed above under the heading "Gross Premiums Written."
Ceded Premiums Ratio
Ceded premiums ratio was as follows:
Year Ended December 31
20202019Change
Ceded premiums ratio, as reported32.8 %34.2 %(1.4  pts)
Less the effect of:
Premiums ceded to SPCs (100%)24.6 %26.2 %(1.6  pts)
Retrospective premium adjustments0.1 %0.1 %—  pts
Premiums ceded to unaffiliated captive insurers (100%)1.4 %1.1 %0.3  pts
Return premium estimated under external reinsurance %0.2 %(0.2  pts)
Assumed premiums earned (not ceded to external reinsurers)(0.3 %)(0.3 %)—  pts
Ceded premiums ratio (related to external reinsurance), less the effects of above7.0 %6.9 %0.1  pts
 Year Ended December 31
 2017 2016
 Traditional BusinessAlternative Market Business
Segment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
Ceded premiums ratio, as reported5.4%18.5%9.4% 5.5%19.6%9.8%
Less the effect of:       
Return premium estimated under external reinsurance0.1%%% (0.5%)%(0.3%)
Premiums ceded to unaffiliated captive insurers (100%)%7.5%2.4% %9.0%2.9%
Ceded premiums ratio, less the effects of above5.3%11.0%7.0% 6.0%10.6%7.2%
The above table reflects ceded premiums earned as a percent of gross premiums earned. As discussed above, we cede premiums related to our traditional business to external reinsurers on an earned premium basis, whereas alternative market premiums are ceded on a written premium basis. The decrease in the traditional ceded premiums ratio reflectedin 2020 primarily reflects the impact of the revenue sharing noted above, partially offset by the increase in reinsurance rates. The alternative markets ceded premiums ratio, less the effect of premiums ceded to the unaffiliated captive insurers, reflected premiums ceded to our external reinsurers related to the SPCs at Eastern Re. The reinsurance rates in effect for our alternative market business varies by program.the contract period beginning May 1, 2020.
Net Premiums Earned
Net premiums earned were as follows:
 Year Ended December 31
($ in thousands)20172016Change
Gross premiums earned    
Traditional business*$172,603
$170,492
$2,111
1.2%
Alternative market business80,698
75,658
5,040
6.7%
Segment results253,301
246,150
7,151
2.9%
Less: Ceded premiums earned    
Traditional business9,937
9,446
491
5.2%
Alternative market business*15,956
15,889
67
0.4%
Segment results25,893
25,335
558
2.2%
Net premiums earned    
Traditional business162,666
161,046
1,620
1.0%
Alternative market business64,742
59,769
4,973
8.3%
Segment results$227,408
$220,815
$6,593
3.0%
* Traditional gross premiums earned and alternative market ceded premiums earned are reported net of alternative market premiums assumed by our traditional business totaling $0.6 million and $0.9 million for the years ended December 31, 2017 and 2016, respectively.


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Net premiums earned consist of gross premiums earned less the portion of earned premiums that we cede to SPCs in our Segregated Portfolio Cell Reinsurance segment, external reinsurers for their assumption of a portion of our losses.and the unaffiliated captive insurer. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Our workers’ compensation policies are twelve month term policies, and premiums are earned on a pro rata basis over the policy period. Net premiums earned also include premium adjustments related to the audit of our insureds' payrolls.payrolls, changes in our EBUB estimate and premium adjustments related to retrospectively-rated policies. Payroll audits are conducted subsequent to the end of the policy period and any related adjustments are recorded as fully earned in the current period. In addition, we record an estimate for EBUB and evaluate the estimate on a quarterly basis. We did not adjust the EBUB estimate for
Net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$255,484 $287,409 $(31,925)(11.1 %)
Less: Ceded premiums earned83,712 98,169 (14,457)(14.7 %)
Net premiums earned$171,772 $189,240 $(17,468)(9.2 %)
The decrease in net premiums earned during the year ended December 31, 2017 and increased the estimate by $0.4 million for the year ended December 31, 2016. The increase in net premiums earned in both our traditional and alternative market business2020 as compared to 2019 primarily reflected the pro rata effect of highera reduction in net premiums written during the preceding twelve months partially offset byand, to a lesser extent, the aforementioned premium adjustments on retrospectively rated policiesreduction in our traditional business.EBUB estimate and the impact of retrospectively-rated policy adjustments. We reduced our EBUB estimate by $1.3 million during 2020 which primarily reflected a reduction in earned payroll exposure. As a result of the economic impact of COVID-19, we expect future reductions in payroll exposure related to in-force policies that could result in a significant decrease in audit premium and our EBUB estimate. We will continue to monitor and adjust the estimate, if necessary, based on changes in insured payrolls and economic conditions, as experience develops or new information becomes known; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted. There was no adjustment to our EBUB estimate during the year ended December 31, 2019. Premium adjustments related to retrospectively-rated policies decreased premiums by 2.5 million and $2.1 million during the years ended December 31, 2020 and 2019, respectively.

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Losses and Loss Adjustment Expenses
We estimate our current accident year loss and loss adjustment expenses based on an expected loss ratio. Incurred losses and loss adjustment expenses for the current accident year are determined by applying the expected loss ratio to net premiums earned for the respective period. The following table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Calendar year and current accident year net loss ratios by component were as follows:
Year Ended December 31
20202019Change
Calendar year net loss ratio64.9 %64.3 %0.6  pts
Less impact of prior accident years on the net loss ratio(4.1 %)(4.1 %)—  pts
Current accident year net loss ratio69.0 %68.4 %0.6  pts
 Net Loss Ratios
 Year Ended December 31
 2017 2016 Change
 Traditional BusinessAlternative Market Business
Segment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
Calendar year net loss ratio *62.6%53.0%59.9% 66.5%55.7%63.6% (3.9)(2.7)(3.7)
Less impact of prior accident years on the net loss ratio(3.5%)(13.3%)(6.3%) (1.0%)(7.8%)(2.8%) (2.5)(5.5)(3.5)
Current accident year net loss ratio66.1%66.3%66.2% 67.5%63.5%66.4% (1.4)2.8
(0.2)
Less impact of audit premium on loss ratio%(1.5%)(0.4%) %(1.2%)(0.3%) 
(0.3)(0.1)
Current accident year net loss ratio, excluding the effect of audit and return premium66.1%67.8%66.6% 67.5%64.7%66.7% (1.4)3.1
(0.1)
* The net loss ratios for the years ended December 31, 2017 and 2016 in the above table are calculated before the impact of $0.6 million and $0.9 million, respectively, of premiums earned that is assumed by and ceded from the traditional and alternative markets business.
We recognized net favorable development related to our previously established reserves in both our traditional and alternative market business of $14.3 million and $6.1 million for the years ended December 31, 2017 and 2016, respectively.
The decrease in the calendar year net loss ratio in our traditional business reflected net favorable development and an improvement in the current accident year net loss ratio. We recognized $5.7 million and $1.6 million of net favorable development in our traditional business during 2017 and 2016, respectively. The net favorable development for both 2017 and 2016 in our traditional business included $1.6 million related to amortization of the purchase accounting fair value adjustment. Excluding the purchase accounting fair value adjustment in both periods, net favorable development increased $4.1 million in 2017 as compared to 2016 which primarily reflected better than expected claims results related to accident years 2015 and 2016. The improvement in the current accident year net loss ratio in our traditional business primarily reflected more favorable trends in claims closing results in 2017 as compared to 2016, which reduced loss indications for the 2017 accident year.
The decrease in the calendar year net loss ratio in our alternative market business reflected net favorable development, partially offset by an increase in the current accident year net loss ratio. Net favorable development in our alternative market business totaled $8.6 million and $4.5 million for the years ended December 31, 2017 and 2016, respectively. The current accident year net loss ratio for our alternative market business reflects the aggregate of loss ratios for all programs. Loss reserves are estimated for each program on a quarterly basis. Due to the scale of some of the programs, quarterly claims activity can cause the current accident year net loss ratio to fluctuate significantly from period to period. The increase in the current accident year net loss ratio in our alternative market businessfor the year ended December 31, 2020 primarily reflected severity-relatedthe continuation of intense price competition and the resulting renewal rate decreases, partially offset by favorable claim trends, including lower claims activity duringfrequency and severity. As a result of the fourth quarterCOVID-19 pandemic, legislative and regulatory bodies in certain states have changed or are considering changes to compensability requirements and presumptions for certain types of 2017.workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Calendar year ceded incurred losses in both(excluding IBNR) ceded to our traditional and alternative market business totaled $44.0external reinsurers decreased $11.3 million for the year ended December 31, 20172020 as compared to $35.6 million for 2016. In our traditional business,2019. Current accident year ceded incurred losses totaled $25.1(excluding IBNR) decreased $8.2 million as compared to 2019. The decrease in ceded incurred losses reflects lower severity-related claim activity during 2020 and, on a calendar year basis, favorable development on prior year reinsured claims.
We recognized net favorable prior year development related to our previously established reserve of $7.0 million for the year ended December 31, 20172020 as compared to $20.7$7.8 million for 2016.2019. The increasenet favorable prior year reserve development for the years ended December 31, 2020 and 2019 reflected overall favorable trends in traditional ceded


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incurred losses in 2017 primarily reflected four loss occurrences totaling $8.7 million. In our alternative market business, ceded incurred losses totaled $18.9 millionclaim closing patterns. Net favorable development for the year ended December 31, 2020 primarily related to the 2014 through 2017 compared to $14.9 million for 2016. The increase reflected severity-related claims activity in certain programs, including one claim with ceded incurred losses of $2.1 million. Additionally, the increase in claims severity impacted our traditional business reinsurance rates and we have not accrued any return premiumaccident years. Net favorable development for the 2014,year ended December 31, 2019 primarily related to the 2015 or 2016 reinsurance contract years as a result of the increase in ceded losses.
Within our alternative market business, audit premium from insureds results in a decrease in the net loss ratio, whereas audit premium returned to insureds results in an increase in the net loss ratio. We recognized audit premium of $1.4 million and $1.1 million in 2017 and 2016 respectively,accident years and included a fair value adjustment of $1.6 million related to the effectamortization of which is reflected in the previous table.purchase accounting. The fair value adjustment was fully amortized as of December 31, 2019.
In our traditional business, we estimate our current accident year loss and loss adjustment expenses based on an expected loss ratio. Incurred losses and loss adjustment expenses are determined by applying the expected loss ratio to net premiums earned, which includes audit premium, for the respective period. In our alternative market business, we estimate our current accident year losses and loss adjustment expenses based on the underlying actuarial methodologies without consideration of audit premium. As a result, we removed the effects of audit premium in the previous table for purposes of evaluating the current accident year net loss ratio.
Underwriting, Policy Acquisition and Operating Expenses
Underwriting, policy acquisition and operating expenses includes the amortization of commissions, premium taxes and underwriting salaries, which are capitalized and deferred over the related workers’ compensation policy period, net of external ceding commissions earned. The capitalization of underwriting salaries can vary as they are subject to the success rate of our contract acquisition efforts. These expenses also include a management fee charged by theour Corporate segment, which represents intercompany charges pursuant to a management agreement, and the amortization of intangible assets, primarily related to the acquisition of Eastern by ProAssurance. The management fee is based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary.
The table below provides a comparison of underwriting, policy acquisition and operating expenses:
 Year Ended December 31
($ in thousands)20172016Change
Traditional business$51,038
$52,207
$(1,169)(2.2%)
Alternative market business19,907
18,257
1,650
9.0 %
Underwriting, policy acquisition and operating expenses$70,945
$70,464
$481
0.7 %
The decrease inOur Workers' Compensation Insurance segment underwriting, policy acquisition and operating expenses were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$31,547 $34,338 $(2,791)(8.1 %)
Management fees1,861 2,088 (227)(10.9 %)
Other underwriting and operating expenses38,693 39,073 (380)(1.0 %)
SPC ceding commission offset(15,652)(17,979)2,327 (12.9 %)
Total$56,449 $57,520 $(1,071)(1.9 %)
The decrease in our traditional businessDPAC amortization for 2017the year ended December 31, 2020 as compared to 2016 was driven by2019 primarily reflects the decrease in net premiums earned. The decrease in other underwriting and operating expenses for the year ended December 31, 2020 as compared to 2019 primarily reflected a decrease in intangible asset amortizationtravel-related costs and a reduction in employer contributions to the

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Table of $2.2 millionContents
ProAssurance Savings Plan (see Note 17 of the Notes to Consolidated Financial Statements). The decrease in travel-related costs in 2020 are directly attributable to COVID-19, as company business travel has been substantially reduced. The decrease in other underwriting and the effect of a $1.0 million pension settlement charge recorded during 2016operating expenses in 2020 was largely offset by costs related to the terminationimplementation of a legacy Eastern pension plan, partiallynew policy administration and claims system and one-time costs of $0.9 million primarily comprised of employee severance costs associated with the restructuring of our workers' compensation business in 2020.
As previously discussed, alternative market premiums written through our Workers' Compensation Insurance segment's alternative market business unit are 100% ceded, less a ceding commission, to either the SPCs in our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer. The ceding commission consists of an amount for fronting fees, cell rental fees, commissions, premium taxes and risk management fees. The fronting fees, commissions, premium taxes and risk management fees are recorded as an offset by an increase into underwriting, policy acquisition and operating expenses during 2017.


79


other income and claims administration fees are recorded as ceded ULAE. The decrease in SPC ceding commissions earned for the year ended December 31, 2020 as compared to 2019, primarily reflects the decrease in alternative market ceded earned premium.
Underwriting Expense Ratio (the Expense Ratio)
The underwriting expense ratio for the Workers' Compensation segment included the impact of the following:
Year Ended December 31
20202019Change
Underwriting expense ratio, as reported32.9 %30.4 %2.5  pts
Less estimated ratio increase (decrease) attributable to:
Impact of ceding commissions received from SPCs3.2 %2.8 %0.4  pts
Retrospective premium adjustment0.3 %0.2 %0.1  pts
Impact of audit premium0.1 %(0.4 %)0.5  pts
Underwriting expense ratio, less listed effects29.3 %27.8 %1.5  pts
 Year Ended December 31
 2017 2016 Change
 Traditional BusinessAlternative Market BusinessSegment Results Traditional BusinessAlternative Market BusinessSegment Results Traditional BusinessAlternative Market BusinessSegment Results
Underwriting expense ratio, as reported*31.3%31.1%31.2% 32.2%31.0%31.9% (0.9)0.1
(0.7)
Less estimated ratio increase (decrease) attributable to:           
Non-recurring/unusual expenses%%% 0.6%%0.4% (0.6)
(0.4)
Amortization of intangible assets1.9%%1.3% 3.2%%2.4% (1.3)
(1.1)
Management fees1.2%%0.9% 1.1%%0.8% 0.1

0.1
Impact of audit premium(0.5%)(0.7%)(0.5%) (0.9%)(0.6%)(0.8%) 0.4
(0.1)0.3
Impact of return premium estimate%%% (0.1%)%(0.1%) 0.1

0.1
Underwriting expense ratio, less listed effects28.7%31.8%29.5% 28.3%31.6%29.2% 0.4
0.2
0.3
* The underwriting expense ratios for 2017 and 2016 in the above table are calculated before the impact of $0.6 million and $0.9 million, respectively, of premiums earned that is assumed by and ceded from the traditional and alternative markets business, respectively.
The increase in the traditional expense ratio for 2017, exclusive ofExcluding the items noted in the table primarily reflected an increase in acquisition expenses and the effect of net retrospective return premium adjustments. Retrospective return premium adjustments decreased earned premium by $1.9 million in 2017 as compared to $0.2 million in 2016. There were no other individually significant variances by expense category that contributed toabove, the increase in the expense ratio. The alternative markets expense ratio primarily reflected ceding commissions, which vary by program.
Non-recurring expenses for the year ended December 31, 20162020, primarily reflected the decrease in net premiums earned and costs related to the above table reflectedimplementation of a pension settlement charge, as discussed above.new policy administration and claims system.

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Segment Results - Segregated Portfolio Cell Dividend Expense (Income)Reinsurance
Our Workers' CompensationThe Segregated Portfolio Cell Reinsurance segment provides turn-key workers' compensation alternative market solutions that include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. The asset management and SPC management services are outsourced to a third party. Alternative market customers include individual companies, groups and associations. SPC dividend expense (income) for each period representsincludes the results (underwriting profit or loss, attributable to the alternative market business ceded to theplus investment results, net of U.S. federal income taxes) of SPCs ofat Inova Re and Eastern Re, netour Cayman Islands SPC operations, as discussed in Note 16 of any participation we have taken in the SPCs.
TheNotes to Consolidated Financial Statements. SPCs are segregated pools of assets and liabilities that provide an insurance facility for a defined set of risks. Assets of each SPC are solely for the benefit of that individual cell and each SPC is solely responsible for the liabilities of that individual cell. Assets of one SPC are statutorily protected from the creditors of the others. Each SPC is owned, fully or in part, by an agency, group or association and the results of the SPCs are attributable to the participants of that cell. We participate to a varying degree in the results of selected SPCs. As of December 31, 2017, our ownership interest inSPCs and, for the SPCs in which we participate, isour participation interest ranges from a low of 20% to a high of 85%. SPC results attributable to external cell participants are reflected as lowan SPC dividend (expense) income in our Segregated Portfolio Cell Reinsurance segment. In addition, our Segregated Portfolio Cell Reinsurance segment includes the investment results of the SPCs as 25%the investments are solely for the benefit of the cell participants and as high as 85%. Underinvestment results attributable to external cell participants are reflected in the SPC structure,dividend (expense) income. As of December 31, 2020, there were 27 (24 active) SPCs. The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the net operatingtwo from our Workers' Compensation Insurance and Specialty P&C segments. As of December 31, 2020, there were two SPCs that assumed both workers' compensation insurance and healthcare professional liability insurance and one SPC that assumed only healthcare professional liability insurance.
Segment results reflects our share of the underwriting and investment results of each cell, net of our participation, are due to the external owners of that cell.SPCs in which we participate, and included the following:
The SPC financial results are included in the following table. The SPC dividend expense (income) represents the operating results of each cell in the aggregate.
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$64,159 $77,639 $(13,480)(17.4 %)
Net premiums earned$66,352 $78,563 $(12,211)(15.5 %)
Net investment income1,084 1,578 (494)(31.3 %)
Net realized gains (losses)3,085 4,020 (935)(23.3 %)
Other income205 559 (354)(63.3 %)
Net losses and loss adjustment expenses(29,605)(52,412)22,807 (43.5 %)
Underwriting, policy acquisition and operating expenses (1)
(20,709)(23,201)2,492 (10.7 %)
SPC U.S. federal income tax expense (1)(2)
(1,746)(1,059)(687)64.9 %
SPC net results18,666 8,048 10,618 131.9 %
SPC dividend (expense) income (3)
(14,304)(4,579)(9,725)212.4 %
Segment results (4)
$4,362 $3,469 $893 25.7 %
Net loss ratio44.6%66.7%(22.1 pts)
Underwriting expense ratio (1)
31.2%29.5%1.7 pts
(1) In our December 31, 2019 report on Form 10-K, underwriting, policy acquisition and operating expenses in 2019 included a provision for U.S. federal income taxes of $1.1 million for SPCs at Inova Re that have elected to be taxed as U.S. taxpayers (see Footnote 2). Since this tax provision was included as a component of underwriting, policy acquisition and operating expenses in 2019, it was also included in the calculation of the underwriting expense ratio, which increased the 2019 ratio by 1.4 percentage points. Beginning in 2020, this tax provision is now presented as a separate line on our Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense as these U.S. federal income taxes do not represent underwriting expenses of the SPCs. We have recast prior periods to conform to this new presentation, including the calculation of the underwriting expense ratio.
(2) Represents the provision for U.S. federal income taxes for SPCs at Inova Re, which have elected to be taxed as a U.S. corporation under Section 953(d) of the Internal Revenue Code. U.S. federal income taxes are included in the total SPC net results and are paid by the individual SPCs.
(3) Represents the net (profit) loss attributable to external cell participants.
(4) Represents our share of the net profit (loss) of the SPCs in which we participate.




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Premiums Written
Premiums in our Segregated Portfolio Cell Reinsurance segment are assumed from either our Workers' Compensation Insurance or Specialty P&C segments. Premium volume is driven by five primary factors: (1) the amount of new business written, (2) retention of the existing book of business, (3) premium rates charged on the renewal book of business and, for workers' compensation business, (4) changes in payroll exposure and (5) audit premium.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$72,843 $87,140 $(14,297)(16.4 %)
Less: Ceded premiums written8,684 9,501 (817)(8.6 %)
Net premiums written$64,159 $77,639 $(13,480)(17.4 %)
Gross Premiums Written
Gross premiums written reflected reinsurance premiums assumed by component as follows:
Year Ended December 31
($ in thousands)20202019Change
Workers' compensation$66,725 $79,799 $(13,074)(16.4 %)
Healthcare professional liability6,118 6,860 (742)(10.8 %)
Other 481 (481)nm
Gross Premiums Written$72,843 $87,140 $(14,297)(16.4 %)
Gross premiums written for the years ended December 31, 2020 and 2019 were primarily comprised of workers' compensation coverages assumed from our Workers' Compensation Insurance segment. The decrease in gross premiums written in 2020 as compared to 2019 primarily reflected the competitive workers’ compensation market conditions and the resulting renewal rate decreases of 4%, retention losses and a decrease in audit premium. The decrease in the retention rate during 2020 includes the impact of a reduction in premium funding for a large workers' compensation alternative market program. We do not participate in this program; therefore, the reduction in premium funding had no effect on the segment results for the year ended December 31, 2020. Healthcare professional liability gross premiums written decreased during 2020 as compared to 2019 due to retention losses driven by the loss of a large Senior Care policy that chose to utilize self-insurance, partially offset by new business (see previous discussion under the heading "Gross Premiums Written" in our Segment Results - Specialty Property & Casualty section). We retained 100% of the 22 workers' compensation programs and 3 healthcare professional liability programs up for renewal during 2020. During the second quarter of 2020, we added one new alternative market program at Inova Re with $1.1 million in premiums written during the year ended December 31, 2020.
Our workers’ compensation premiums written were impacted by reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19, and we expect continued downward pressure in future quarters on our workers' compensation premium resulting from further reductions in insured payroll exposure; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted.

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New business, audit premium, retention and renewal price changes for the assumed workers' compensation premium is shown in the table below:
Year Ended December 31
($ in millions)20202019
New business$3.7 $3.8 
Audit premium (including EBUB)$(0.1)$2.0 
Retention rate (1)
84 %91 %
Change in renewal pricing (2)
(4 %)(5 %)
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
Ceded Premiums Written
Ceded premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Ceded premiums written$8,684 $9,501 $(817)(8.6 %)
For the workers' compensation business, each SPC dividend expense (income)has in place its own external reinsurance arrangements. The healthcare professional liability business is assumed net of reinsurance from our Specialty P&C segment; therefore, there are no ceded premiums related to the healthcare professional liability business reflected in the table above. The risk retention for each loss occurrence for the workers' compensation business ranges from $0.3 million to $0.4 million based on the program, with limits up to $119.7 million. In addition, each program has aggregate reinsurance coverage between $1.1 million and $2.1 million on a program year basis. Per the SPC external reinsurance agreements, premiums are ceded on a written premium basis. The decrease in ceded premiums written in 2020, as compared to 2019, primarily reflected the decrease in workers' compensation gross premiums written, partially offset by an increase in reinsurance rates for programs with renewal dates on or after May 1, 2020. External reinsurance rates vary based on the alternative market program.
Ceded Premiums Ratio
Ceded premiums ratio was as follows:
Year Ended December 31
20202019Change
Ceded premiums ratio13.0 %11.9 %1.1  pts
 Year Ended December 31
($ in thousands)20172016Change
Net premiums earned$64,099
$58,826
$5,273
9.0%
Other income115
18
97
538.9%
Less: Net losses and loss adjustment expenses34,003
32,743
1,260
3.8%
Less: Underwriting, policy acquisition and operating expenses19,907
18,258
1,649
9.0%
SPC net operating results - profit/(loss)10,304
7,843
2,461
31.4%
Less: Eastern participation - profit/(loss)4,476
3,081
1,395
45.3%
SPC dividend expense (income)$5,828
$4,762
$1,066
22.4%
The above table reflects ceded premiums as a percent of gross premiums written for the workers' compensation business only; healthcare professional liability business is assumed net of reinsurance, as discussed above. The ceded premiums ratio reflects the weighted average reinsurance rates of all SPC programs. The increase in SPC dividend expensethe ceded premiums ratio for 2017the year ended December 31, 2020 primarily reflects an increase in reinsurance rates for programs renewing on or after May 1, 2020 and the reduction in premium funding for a large workers' compensation alternative market program (see previous discussion under the heading "Gross Premiums Written"). The reinsurance costs associated with this program are fixed, which resulted in an increase in the ceded ratio.

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Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that the SPCs cede to external reinsurers. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Policies ceded to the SPCs are twelve month term policies and premiums are earned on a pro rata basis over the policy period. Net premiums earned also include premium adjustments related to the audit of workers' compensation insureds' payrolls. Payroll audits are conducted subsequent to the end of the policy period and any related adjustments are recorded as comparedfully earned in the current period.
Gross, ceded and net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$75,112 $88,304 $(13,192)(14.9 %)
Less: Ceded premiums earned8,760 9,741 (981)(10.1 %)
Net premiums earned$66,352 $78,563 $(12,211)(15.5 %)
The decrease in net premiums earned during the year ended December 31, 2020 primarily reflected the pro rata effect of a reduction in net premiums written during the preceding twelve months, including the reduction in premium funding for the large workers' compensation alternative market program (see previous discussion under the heading "Gross Premiums Written").
Net Investment Income and Net Realized Investment Gains (Losses)
Net investment income for the years ended December 31, 2020 and 2019 was primarily attributable to 2016,interest earned on available-for-sale fixed maturity investments, which primarily includes investment-grade corporate debt securities. We recognized $3.1 million of net realized investment gains for the year ended December 31, 2020, which primarily reflected an increase in the fair value on our equity portfolio due to an improvement in the global financial markets since the first quarter of 2020, which was depressed due to the onset of COVID-19. We recognized $4.0 million of net realized investment gains for the year ended December 31, 2019 driven by changes in the fair value of our equity portfolio.
Losses and Loss Adjustment Expenses
The following table summarizes the calendar year net loss ratios by separating losses between the current accident year and all prior accident years. The current accident year net loss ratio reflected the aggregate loss ratio for all programs. Loss reserves are estimated for each program on a quarterly basis. Due to the size of some of the programs, quarterly loss results can create volatility in the current accident year net loss ratio to fluctuate significantly from period to period.
For the year ended December 31, 2019, our Segregated Portfolio Cell Reinsurance segment net loss ratios were affected by a $10 million reserve that an SPC at Eastern Re established during the second quarter of 2019. This SPC had previously assumed an errors and omissions liability policy that provides coverage for losses up to a lifetime maximum of $10 million from a captive insurer unaffiliated with ProAssurance. During the second quarter of 2019, a claim was filed under this policy that met the lifetime maximum limit and, accordingly, a $10 million reserve was recorded. We do not participate in the SPC that assumed this policy; therefore, these losses were attributable to the external cell participants as reflected in the SPC dividend expense (income) and had no effect on our Segregated Portfolio Cell Reinsurance segment results for the year ended December 31, 2019. Given the significance of this event, we have removed the impact of the policy from each of the ratios below (as shown in the columns labeled "Adjusted") in order to assist in the comparability between periods. Calendar year and current accident year net loss ratios for the years ended December 31, 2020 and 2019 was as follows:
Year Ended December 31
20202019Change
As reportedAs reportedE&O reserve impactAdjustedAs reportedAdjusted
Calendar year net loss ratio44.6 %66.7 %12.3  pts54.4 %(22.1  pts)(9.8  pts)
Less impact of prior accident years on the net loss ratio(25.0 %)(12.9 %)—  pts(12.9 %)(12.1  pts)(12.1  pts)
Current accident year net loss ratio69.6 %79.6 %12.3  pts67.3 %(10.0  pts)2.3  pts

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Excluding the impact of the errors and omissions liability policy, as previously discussed and as shown in the table above, the current accident year net loss ratio increased 2.3 percentage points in 2020 as compared to 2019, primarily reflecting the continuation of intense price competition and the resulting renewal rate decreases, partially offset by overall favorable claim trends in the 2020 accident year. As a result of the COVID-19 pandemic, legislative and regulatory bodies in certain states have changed or are considering changes to compensability requirements and presumptions for certain types of workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Calendar year ceded incurred losses (excluding IBNR) decreased $10.2 million for the year ended December 31, 2020 as compared to 2019. Current accident year ceded incurred losses (excluding IBNR) decreased $8.9 million for the year ended December 31, 2020 as compared to 2019. The decrease in ceded incurred losses reflects lower severity-related claim activity during 2020 and, on a calendar year basis, favorable development on prior year reinsured claims.
We recognized net favorable prior year reserve development of $16.5 million and $10.1 million for the years ended December 31, 2020 and 2019, respectively. The net favorable prior year reserve development for 2020 included $12.1 million related to the workers’ compensation business, which primarily reflected overall favorable trends in claim closing patterns in the 2014 through 2019 accident years. In addition, net favorable prior year reserve development in 2020 included $4.4 million related to the healthcare professional liability business.
Underwriting, Policy Acquisition and Operating Expenses
Our Segregated Portfolio Cell Reinsurance segment underwriting, policy acquisition and operating expenses were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$19,636 $21,717 $(2,081)(9.6 %)
Other underwriting and operating expenses1,073 1,484 (411)(27.7 %)
Total$20,709 $23,201 $(2,492)(10.7 %)
DPAC amortization primarily represents ceding commissions, which vary by program and are paid to our Workers' Compensation Insurance and Specialty P&C segments for premiums assumed. Ceding commissions include an amount for fronting fees, commissions, premium taxes and risk management fees, which are reported as an offset to underwriting, policy acquisition and operating expenses within our Workers' Compensation Insurance and Specialty P&C segments. In addition, ceding commissions paid to our Workers' Compensation Insurance segment include cell rental fees which are recorded as other income within our Workers' Compensation Insurance segment.
Other underwriting and operating expenses primarily include bank fees, professional fees and bad debt expense. The decrease in other underwriting and operating expenses for the year ended December 31, 2020 as compared to 2019 primarily reflected recoveries of premiums receivables previously written off, which resulted in an adjustment to our allowance for expected credit losses.
Underwriting Expense Ratio (the Expense Ratio)
The underwriting expense ratio included the impact of the following:
Year Ended December 31
20202019Change
Underwriting expense ratio, as reported31.2 %29.5 %1.7  pts
Less: impact of audit premium on expense ratio0.1 %(0.7 %)0.8  pts
Underwriting expense ratio, excluding the effect of audit premium31.1 %30.2 %0.9  pts
Excluding the effect of audit premium, the underwriting expense ratio primarily reflected the weighted average ceding commission percentage of all SPC programs. The increase in the expense ratio for the year ended December 31, 2020 as compared to 2019 was driven by the effect of a reduction in net premiums earned, and net favorable development.


as previously discussed. Additionally, the increase in the expense ratio in 2020 reflected the impact of the reduction in premium funding for a large workers'


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compensation alternative market program as the ceding commissions associated with this program are fixed and do not vary directly with changes in premium (see previous discussion under the heading "Gross Premiums Written").
SPC U.S. Federal Income Tax Expense
The SPCs at Inova Re have made a 953(d) election under the U.S. Internal Revenue Code and are subject to U.S. federal income tax. U.S. federal income taxes incurred totaled $1.7 million and $1.1 million for the years ended December 31, 2020 and 2019, respectively. The increase in the federal income tax provision for the year ended December 31, 2020 as compared to 2019 reflects an increase in taxable income for the Inova Re SPCs.

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Segment Operating Results - Lloyd's SyndicateSyndicates
Our Lloyd's SyndicateSyndicates segment includes operatingthe results from our participation in certain Syndicates at Lloyd's of London. WeIn addition to our participation in Syndicate results, we have a total capital commitmentinvestments in and other obligations to support our Lloyd's Syndicates consisting of a Syndicate operations through 2022 of up to $200 million.Credit Agreement and FAL requirements. For the 20182020 underwriting year, we have satisfied our capital commitment withFAL was comprised of investment securities and cash and cash equivalents deposited with Lloyd's (also referred to as FAL) which at December 31, 20172020 had a fair value of approximately $123.9$106.2 million, as discussed in Note 3 of the Notes to Consolidated Financial Statements.
We are During the majority (58%) capital provider to Syndicate 1729, which coversthird quarter of 2020, we received a rangereturn of propertyapproximately $32.3 million of cash and casualty insurance and reinsurance lines. The remaining capital for Syndicate 1729 is provided by unrelated third parties, including private names and other corporate members. Syndicate 1729 had a maximum underwriting capacity of £100.0 million forcash equivalents from our FAL balances given the 2017 underwriting year, of which £57.6 million ($77.8 million based on December 31, 2017 exchange rates) was our allocated underwriting capacity. For the 2018 underwriting year, we increasedreduction in our participation in the operating results of Syndicate 1729 from 58% to 62% and are satisfying our capital commitment to support Syndicate 1729 with our FAL securities, as discussed above.
Beginning in 2018, our Lloyd's Syndicate segment will include the operating results of a newly formed SPA, Syndicate 6131. As a SPA, Syndicate 6131 is only allowed to underwrite one quota share reinsurance contract with Syndicate 1729. We are the sole (100%) capital provider to Syndicate 6131 and are satisfying our capital commitment with our FAL securities, as discussed above. Syndicate 6131 has a maximum underwriting capacity of £8.0 million (approximately $10.8 million at December 31, 2017) for the 20182020 underwriting year and will focus on contingency and specialty property business.to 29% from 61%.
We normally report results from our involvement in Lloyd's Syndicates on a quarter delay,lag, except when information is available that is material to the current period. Furthermore, the investment results associated with our FAL investments and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame.
For the years ended December 31, 2017 and 2016, our Lloyd's Syndicate segment results include1729. We provide capital to Syndicate 1729, which covers a range of property and casualty insurance and reinsurance lines in both the U.S. and international markets. The remaining capital for Syndicate 1729 is provided by unrelated third parties, including private names and other corporate members. As previously discussed, we decreased our 58% participation in the operating results of Syndicate 1729 for the 2020 underwriting year to reduce our exposure and the associated earnings volatility. Due to the quarter lag, this reduced participation was not reflected in our results until the second quarter of 2020. Syndicate 1729 had a maximum underwriting capacity of £135 million (approximately $185 million based on December 31, 2020 exchange rates) for the 2020 underwriting year, of which £39 million (approximately $53 million based on December 31, 2020 exchange rates) was our allocated underwriting capacity. To support and grow our core insurance operations, we decreased our participation in the results of Syndicate 1729 for the 2021 underwriting year to 5% from 29% which, due to the quarter lag, will not be reflected in our results until the second quarter of 2021. Syndicate 1729's maximum underwriting capacity for the 2021 underwriting year is £185 million (approximately $253 million based on December 31, 2020 exchange rates), of which £9 million (approximately $13 million based on December 31, 2020 exchange rates) is our allocated underwriting capacity.
Lloyd's Syndicate 6131. We provide capital to an SPA, Syndicate 6131, which focuses on contingency and specialty property business, primarily for risks within the U.S. as well as international markets. For the 2020 underwriting year, we were the sole (100%) capital provider to Syndicate 6131 which had a maximum underwriting capacity of £12 million (approximately $16 million based on December 31, 2020 exchange rates). As an SPA, Syndicate 6131 underwrites on a quota share basis with Syndicate 1729. Effective July 1, 2020, Syndicate 6131 entered into a six-month quota share reinsurance agreement with an unaffiliated insurer. Under this agreement, Syndicate 6131 ceded essentially half of the premium assumed from Syndicate 1729 to the unaffiliated insurer; the agreement was non-renewed on January 1, 2021 and we decreased our participation in the results of Syndicate 6131 to 50% from 100% for the 2021 underwriting year. Due to the quarter lag, this reduced participation will not be reflected in our results until the second quarter of 2021. Syndicate 6131's maximum underwriting capacity for the 2021 underwriting year is £20 million (approximately $27 million based on December 31, 2020 exchange rates), of which £10 million (approximately $14 million based on December 31, 2020 exchange rates) is our allocated underwriting capacity.

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In addition to the results of our participation in Lloyd's Syndicates, as discussed above, our Lloyd's Syndicates segment also includes 100% of the operating results of our wholly owned subsidiaries that support Syndicate 1729our operations at Lloyd's. For the years ended December 31, 2020 and 2019, the results of our Lloyd's Syndicates segment were composed as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$84,718 $110,905 $(26,187)(23.6 %)
Ceded premiums written(17,066)(23,802)6,736 (28.3 %)
Net premiums written$67,652 $87,103 $(19,451)(22.3 %)
Net premiums earned$77,226 $80,671 $(3,445)(4.3 %)
Net investment income4,128 4,551 (423)(9.3 %)
Net realized gains (losses)988 768 220 28.6 %
Other income (loss)51 (573)624 108.9 %
Net losses and loss adjustment expenses(50,216)(47,369)(2,847)6.0 %
Underwriting, policy acquisition and operating expenses(30,136)(34,711)4,575 (13.2 %)
Income tax benefit (expense)29 — 29 nm
Segment results$2,070 $3,337 $(1,267)(38.0 %)
Net loss ratio65.0 %58.7 %6.3 pts
Underwriting expense ratio39.0 %43.0 %(4.0 pts)
 Year Ended December 31
($ in thousands)20172016Change
Gross premiums written$70,224
$65,157
$5,067
7.8%
Ceded premiums written(15,255)(8,883)(6,372)71.7%
Net premiums written$54,969
$56,274
$(1,305)(2.3%)
     
Net premiums earned$57,202
$54,650
$2,552
4.7%
Net investment income1,736
1,410
326
23.1%
Net realized gains (losses)107
76
31
40.8%
Other income(1,476)1,415
(2,891)(204.3%)
Net losses and loss adjustment expenses(44,220)(34,116)(10,104)29.6%
Underwriting, policy acquisition and operating expenses(26,963)(22,832)(4,131)18.1%
Income tax benefit (expense)568
(384)952
(247.9%)
Segment operating results$(13,046)$219
$(13,265)(6,057.1%)
     
Net loss ratio77.3%62.4%14.9
pts
Underwriting expense ratio47.1%41.8%5.3
pts
Premiums Written
Segment operatingChanges in our premium volume within our Lloyd's Syndicates segment are driven by five primary factors: (1) changes in our participation in the Syndicates, (2) the amount of new business and the channels in which the business is written, (3) our retention of existing business, (4) the premium charged for business that is renewed, which is affected by rates charged and by the amount and type of coverage an insured chooses to purchase and (5) the timing of premium written through multi-period policies.
Gross Premiums Written
Gross premiums written in 2020 consisted of property insurance coverages (39% of total gross premiums written), casualty coverages (30%), catastrophe reinsurance coverages (13%), specialty property coverages (11%), contingency coverages (4%) and property reinsurance coverages (3%). The decrease in gross premiums written in 2020 as compared to 2019 was driven by our decreased participation in the results of Syndicate 1729, partially offset by volume increases on renewal business and renewal pricing increases, primarily on property insurance and casualty coverages, as well as new business written, also primarily property insurance and casualty coverages. In addition, gross premiums written in 2020 included a binder adjustment on a prior year of account, which reduced written and earned premium in the current period. See further discussion on these binder adjustments in our Critical Accounting Estimates section under the heading "Lloyd's Premium Estimates."
Ceded Premiums Written
Syndicate 1729 utilizes reinsurance to provide the capacity to write larger limits of liability on individual risks, to provide protection against catastrophic loss and to provide protection against losses in excess of policy limits. As previously discussed, for the second half of 2020 Syndicate 6131 utilized external quota share reinsurance to manage the net loss exposure on the specialty property and contingency coverages it assumed from Syndicate 1729 by ceding essentially half of the premium assumed to an unaffiliated insurer; this agreement was non-renewed on January 1, 2021. Due to the quarter lag, the effect of this reinsurance arrangement was not reflected in our results until the fourth quarter of 2020. Ceded premiums written decreased for the year ended December 31, 2017 included loss estimates in connection with Hurricanes Harvey, Irma and Maria, which affected Texas, several states2020 as compared to 2019 primarily driven by our decreased participation in the southeastern U.S.results of Syndicate 1729 and, islands into a lesser extent, the Caribbean in 2017. We estimated our allocated share (58%)effect of a revision to the net pre-tax lossesSyndicates' estimates of premiums due to be approximately $7.1 million, which includes reinstatement premiums we expect to receive from insureds as well as pay reinsurers both of which are written and earned during the period.


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2019. The pre-tax impact of the recognition of these storm-related losses on the segment's operating results for the year ended December 31, 2017 was as follows:
(In thousands)
Year Ended
December 31, 2017
Gross premiums written$234
Ceded premiums written(2,209)
Net premiums written$(1,975)
Net premiums earned$(1,975)
Gross losses(36,297)
Reinsurance recoveries31,198
Net losses and loss adjustment expenses(5,099)
Segment operating results, before tax$(7,074)
Premiums Written
Gross premiums written in 2017 consisted of casualty coverages (41% of total gross written premium), property insurance coverages (37%), catastrophe reinsurance coverages (15%) and property reinsurance coverages (7%). Gross premiums written increased during 2017 primarily due to new business written and volume increases on renewal business, partially offset by a reduction in premiums assumed from our Specialty P&C segment, as discussed below. The increasedecrease in ceded premiums written during 2017in 2020 as compared to 2019 was primarily duepartially offset by the impact of premiums ceded under Syndicate 6131's six-month quota share agreement and, to the effect of revised terms on our reinsurance arrangements. In addition, thea lesser extent, an increase in ceded premiums written during 2017 reflected the effect ofestimated reinsurance reinstatement premiums which represent premiums ceded to reinsurers to restore coverage limits that have been exhausted as a result of storm-related$1.2 million during the fourth quarter of 2020 triggered by certain property and catastrophe related losses under certain excess of loss reinsurance treaties. Excluding the effects of the storm-related losses, net premiums writtenexceeding specified levels in 2017 increased slightly as compared to 2016.
As discussed in our Specialty P&C segment operating results, Syndicate 1729 serves as a reinsurer on a quota share basis for a wholly owned insurance subsidiary in our Specialty P&C segment. For premium assumed, we include in gross premiums written an estimate of all premiums to be earned over the entire period covered by the reinsurance agreement, generally one year, in the quarter in which the reinsurance agreement becomes effective. The quota share agreement with our Specialty P&C segment renewed effective January 1, 2017 and reflected revised contract terms which reduced premium assumed by Syndicate 1729 by essentially half. Results from this ceding arrangement are reported in the Specialty P&C segment on the same quarter delay in order to be consistent with the Lloyd's Syndicate segment as the effectagreement.

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Table of doing so is not material. We did not renew the quota share agreement with our Specialty P&C segment on January 1, 2018, however, the impact will not be reflected in either segment's operating results until the second quarter of 2018 due to the previously mentioned quarter delay.Contents
The 2015 and 2014 calendar year quota share arrangements with our Specialty P&C segment were commuted in December 2016 and 2015, respectively. Due to the reporting delay, the effect of the 2015 and 2014 commutation was reported by both segments in results during the first quarters of 2017 and 2016, respectively, and is reflected in the years ended December 31, 2017 and 2016, respectively. The commutations did not differ significantly from previously recorded amounts.
Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that wethe Syndicates cede to our reinsurers for their assumption of a portion of our losses. PoliciesPremiums written to date primarily carry a term of one year. Because premiumsthrough open-market channels are generally earned pro rata over the entire policy period, which is predominately twelve months, whereas premiums written through delegated underwriting authority arrangements are earned over twenty-four months. Therefore, net premiums earned is affected by shifts in the mix of policies written between the open-market and delegated underwriting authority arrangements. Additionally, net premiums earned consists of a mix of policies earned from different open underwriting years. As previously discussed, we participate to a varying degree in each open underwriting year which may cause fluctuations in premiums earned. Furthermore, fluctuations in premiums earned tend to lag those of premiums written. Additionally, premiumsPremiums for certain policies and assumed reinsurance contracts are reported subsequent to the coverage period and/or may be subject to adjustment based on loss experience. These premium adjustments are earned when reported, which can result in further fluctuation in earned premium. Net
Gross, ceded and net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$98,990 $101,222 $(2,232)(2.2 %)
Less: Ceded premiums earned21,764 20,551 1,213 5.9 %
Net premiums earned$77,226 $80,671 $(3,445)(4.3 %)
The decrease in gross premiums earned for the yearsyear ended December 31, 20172020 as compared to 2019 was driven by our decreased participation in Syndicate 1729, which was not reflected in our results until the second quarter of 2020 and, 2016 includedto a lesser extent, a binder adjustment which reduced both written and earned premium assumed from our Specialty P&C segment of approximately $11.7 million and $14.0 million. In addition, netin the current period (see previous discussion under the heading "Gross Premiums Written"). The decrease in gross premiums earned in 2017 were reduced2020 was partially offset by the pro rata effect of net reinsurancehigher premiums written at the Syndicates during the preceding twelve months, primarily property insurance and casualty coverages.
The increase in ceded premiums earned during 2020 as compared to 2019 was driven by the aforementioned reinstatement premiums associated withearned of $1.2 million during the storm-related losses, as previously discussed.fourth quarter of 2020 and, to a lesser extent, the pro rata effect of an increase in written premiums ceded under reinsurance arrangements during the preceding twelve months, partially offset by our decreased participation in Syndicate 1729.
Book Value per Share
Book value per share is calculated as total shareholders' equity at the balance sheet date divided by the total number of common shares outstanding. This ratio measures the net worth of the Company to shareholders on a per share basis. Our book value per share at December 31, 2020 as compared to December 31, 2019 is shown in the following table.
Book Value Per Share
Book Value Per Share at December 31, 2019$28.11 
Increase (decrease) to book value per share during the year ended December 31, 2020 attributable to:
Dividends declared(0.46)
Net income (loss)(3.26)
OCI0.71 
Other *(0.06)
Book Value Per Share at December 31, 2020$25.04 
* Includes the impact of cumulative effect adjustments related to ASUs adopted during 2020 and the impact of share-based compensation.


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Non-GAAP Financial Measures
Non-GAAP operating income (loss) is a financial measure that is widely used to evaluate performance within the insurance sector. In calculating Non-GAAP operating income (loss), we have excluded the effects of the items listed in the following table that do not reflect normal results. We believe Non-GAAP operating income (loss) presents a useful view of the performance of our insurance operations, however it should be considered in conjunction with net income (loss) computed in accordance with GAAP.
The following table is a reconciliation of net income (loss) to Non-GAAP operating income (loss):
Year Ended December 31
(In thousands, except per share data)20202019
Net income (loss)$(175,727)$1,004 
Items excluded in the calculation of Non-GAAP operating income (loss):
Net realized investment (gains) losses(15,678)(59,874)
Net realized gains (losses) attributable to SPCs which no profit/loss is retained (1)
2,436 3,144 
Goodwill impairment161,115 — 
Guaranty fund assessments (recoupments)97 43 
Pre-tax effect of exclusions147,970 (56,687)
Tax effect, at 21% (2)
16 11,904 
After-tax effect of exclusions147,986 (44,783)
Non-GAAP operating income (loss)$(27,741)$(43,779)
Per diluted common share:
Net income (loss)$(3.26)$0.02 
Effect of exclusions2.74 (0.83)
Non-GAAP operating income (loss) per diluted common share$(0.52)$(0.81)
(1) Net realized investment gains (losses) on investments related to SPCs are recognized in our Segregated Portfolio Cell Reinsurance segment. SPC results, including any realized gain or loss, that are attributable to external cell participants are reflected in the SPC dividend expense (income). To be consistent with our exclusion of net realized investment gains (losses) recognized in earnings, we are excluding the portion of net realized investment gains (losses) that is included in the SPC dividend expense (income) which is attributable to the external cell participants.
(2) The 21% rate is the statutory tax rate associated with the taxable or tax deductible items listed above. The taxes associated with the net realized investment gains (losses) related to SPCs in our Segregated Portfolio Cell Reinsurance segment are paid by the individual SPCs and are not included in our consolidated tax provision or net income (loss); therefore, both the net realized investment gains (losses) from our Segregated Portfolio Cell Reinsurance segment and the adjustment to exclude the portion of net realized investment gains (losses) included in the SPC dividend expense (income) in the table above are not tax effected. The portion of the 2020 goodwill impairment loss that is tax deductible was tax affected at the statutory tax rate (21%). The remaining portion of the 2020 goodwill impairment loss is not tax deductible and therefore had no associated income tax benefit.

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Segment Results - Specialty Property & Casualty
Our Specialty P&C segment focuses on professional liability insurance and medical technology liability insurance as discussed in Note 16 of the Notes to Consolidated Financial Statements. Segment results reflected pre-tax underwriting profit or loss from these insurance lines. Segment results included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$451,019 $495,750 $(44,731)(9.0 %)
Net premiums earned$477,365 $499,058 $(21,693)(4.3 %)
Other income3,908 5,796 (1,888)(32.6 %)
Net losses and loss adjustment expenses(470,074)(532,485)62,411 (11.7 %)
Underwriting, policy acquisition and operating expenses(109,599)(120,310)10,711 (8.9 %)
Segment results$(98,400)$(147,941)$49,541 (33.5 %)
Net loss ratio98.5 %106.7 %(8.2  pts)
Underwriting expense ratio23.0 %24.1 %(1.1  pts)
Premiums Written
Changes in our premium volume within our Specialty P&C segment are driven by four primary factors: (1) the amount of new business written, (2) our retention of existing business, (3) the premium charged for business that is renewed, which is affected by rates charged and by the amount and type of coverage an insured chooses to purchase and (4) the timing of premium written through multi-period policies. In addition, premium volume may periodically be affected by shifts in the timing of renewals between periods. The professional liability market, which accounts for a majority of the revenues in this segment, remains challenging as physicians continue joining hospitals or larger group practices and are thus no longer purchasing individual or group policies in the standard market. In addition, some competitors have chosen to compete primarily on price; both factors may impact our ability to write new business and retain existing business. Furthermore, the insurance and reinsurance markets have historically been cyclical, characterized by extended periods of intense price competition and other periods of reduced competition. The professional liability area has been particularly affected by these cycles. Underwriting cycles are generally driven by an excess of capacity available and actively pursuing business that is deemed profitable. Changes in the frequency and severity of losses may affect the cycles of the insurance and reinsurance markets significantly. During “soft markets” where price competition is high and underwriting profits are poor, growth and retention of business become challenging which may result in reduced premium volumes.
As a result of COVID-19, we continue to experience downward pressure on our premium volume resulting from new business disruptions. We have also experienced reductions in exposure due to insureds moving to part-time as a result of a general reduction in non-COVID-19 healthcare consumption and suspension of elective medical procedures. However, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted. In an effort to provide premium relief for insureds adversely impacted by the COVID-19 pandemic and to adjust for changes in exposures we granted premium credits totaling $4.1 million during the year ended December 31, 2020.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$522,911 $577,700 $(54,789)(9.5 %)
Less: Ceded premiums written71,892 81,950 (10,058)(12.3 %)
Net premiums written$451,019 $495,750 $(44,731)(9.0 %)

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Gross Premiums Written
During the second quarter of 2020, we reorganized our presentation of gross premiums written by component and related metrics below to better align with the current internal management reporting structure within the segment. All prior period information has been recast to conform to the current period presentation.
Gross premiums written by component were as follows:
Year Ended December 31
($ in thousands)20202019Change
Professional Liability
HCPL
Standard Physician(1)(10)
Twelve month term$208,993 $217,110 $(8,117)(3.7 %)
Twenty-four month term8,314 26,863 (18,549)(69.1 %)
Total Standard physician217,307 243,973 (26,666)(10.9 %)
Specialty
Custom Physician(2)(10)
64,367 86,743 (22,376)(25.8 %)
Hospitals and Facilities(3)(10)
49,244 47,454 1,790 3.8 %
Senior Care(4)(10)
6,300 21,484 (15,184)(70.7 %)
Reinsurance (assumed)14,467 11,805 2,662 22.5 %
Loss portfolio transfers (retroactive)(5)
 900 (900)nm
Total Specialty134,378 168,386 (34,008)(20.2 %)
Total HCPL351,685 412,359 (60,674)(14.7 %)
Small Business Unit(6)
100,061 106,355 (6,294)(5.9 %)
Tail Coverages(5)(7)
34,767 21,724 13,043 60.0 %
Total Professional Liability486,513 540,438 (53,925)(10.0 %)
Medical Technology Liability(8)
35,563 35,128 435 1.2 %
Other(9)
835 2,134 (1,299)(60.9 %)
Total$522,911 $577,700 $(54,789)(9.5 %)
(1)Standard Physician premium was our greatest source of premium revenues in both 2020 and 2019 and is predominately comprised of twelve month term policies. The decrease in twelve month term policies in 2020 was driven by retention losses and, to a lesser extent, premium credits granted as a result of the COVID-19 pandemic, partially offset by an increase in renewal pricing, conversion of twenty-four month term policies and, to a lesser extent, new business written. In addition, twelve month term policies in 2020 included adjustments related to loss sensitive policies which increased written and earned premium. Renewal pricing increases in 2020 reflect the rising loss cost environment and new business written reflects the impact of lower submissions as a result of the COVID-19 pandemic as well as general market conditions. The lower retention for 2020 is largely attributable to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy, improved contract terms and a willingness to walk away from business that does not fit our goal of achieving a long-term underwriting profit. In addition, we have implemented a targeted state strategy to reassess our underwriting appetite in certain unprofitable states which impacted our retention rate in the current period. We will continue to perform a detailed evaluation of venues, specialties and other areas to improve our underwriting results. These strategies resulted in our non-renewal of several large policies totaling $8.7 million in 2020. We anticipate a lower than average level of retention to persist as we continue to reevaluate certain states and books of business and set our rates to reflect our observations of higher severity trends. Standard Physician premium also includes twenty-four month term premiums that were offered to physician insureds in one selected jurisdiction. The decrease in twenty-four month term premiums in 2020 primarily reflected the normal cycle of renewals (policies subject to renewal in 2020 were previously written in 2018, rather than in 2019). In addition, the decrease in twenty-four month term premiums also reflected our re-underwriting of the majority of renewed policies to twelve month term policies, as we ceased offering twenty-four month term policies beginning in the second quarter of 2020.
(2)Custom Physician premium includes large complex physician groups, multi-state physician groups and non-standard physicians and is written primarily on an excess and surplus lines basis. The decrease in premium in 2020 was driven by retention losses due to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy, improved contract terms and a willingness to walk away from business that does not fit our goal of achieving a

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long-term underwriting profit. Included in these retention losses is a large national healthcare account that did not renew on terms offered by us during the second quarter of 2020 which resulted in a $9.0 million decrease in Custom Physician premium and, as a result, a decrease to our Specialty retention rate of 4 percentage points; this account exercised its contractual option to purchase extended reporting endorsement or "tail" coverage (see further discussion in footnote 7 that follows). We anticipate retention rates to begin to normalize going forward as we substantially completed our re-underwriting efforts as of the end of 2020, except for a few large accounts that were renewed on a two-year term in 2019 that will be carefully evaluated in 2021. The decrease in Custom Physician premium in 2020 as compared to 2019 also reflects net timing differences of $1.9 million related to the prior year renewal of two policies, partially offset by an increase in renewal pricing and, to a lesser extent, new business written. Renewal pricing increases in 2020 reflect the rising loss cost environment and new business written reflects the impact of lower submissions as a result of the COVID-19 pandemic as well as general market conditions.
(3)Hospitals and Facilities premium (which includes hospitals, surgery centers and miscellaneous medical facilities) increased in 2020 as compared to 2019 primarily due to an increase in renewal pricing and, to a lesser extent, new business written, including the addition of two policies totaling $3.2 million, partially offset by retention losses. Renewal pricing increases in 2020 reflect rate increases and contract modifications that we believe are appropriate given the current loss environment and new business written reflects lower submissions as a result of COVID-19 as well as general market conditions. Retention losses in 2020 were driven by our decision not to renew certain products and the loss of two large policies totaling $4.3 million. As we have substantially completed our re-underwriting efforts on certain books of business as of the end of the third quarter of 2020, we anticipate retention rates to begin to normalize going forward.
(4)Senior Care premium includes facilities specializing in long term residential care primarily for the elderly ranging from independent living through skilled nursing. Our Senior Care premium decreased in 2020 as compared to 2019 primarily due to retention losses, partially offset by new business written. Retention losses in 2020 were driven by our decision not to renew certain classes of Senior Care business based on our expectations of poor loss performance, including our non-renewal of two large policies totaling $7.2 million. As of the end of the third quarter of 2020, we have completed our re-underwriting efforts on certain books of business and anticipate retention rates to begin to normalize going forward.
(5)We offer custom alternative risk solutions including loss portfolio transfers for healthcare entities who, most commonly, are exiting a line of business, changing an insurance approach or simply preferring to transfer risk. In the third quarter of 2019, we entered into a loss portfolio transfer with a regional hospital group which resulted in $0.9 million of retroactive premium written and fully earned in 2019 (see further discussion in footnote 7 that follows).
(6)Our Small Business Unit is primarily comprised of premium associated with podiatrists, legal professionals, dentists and chiropractors. Our Small Business Unit premium decreased in 2020 as compared to 2019 driven by retention losses and, to a lesser extent, reductions in exposure of $2.0 million primarily due to our insureds moving to part-time as a result of a general reduction in non-COVID-19 healthcare consumption, partially offset by new business written and, to a lesser extent, an increase in renewal pricing. The increase in renewal pricing in 2020 was primarily the result of an increase in the rate charged for certain renewed policies in select states.
(7)We offer extended reporting endorsement or "tail" coverage to insureds who discontinue their claims-made coverage with us, and we also periodically offer tail coverage through stand-alone policies. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. The amount of tail coverage premium written can vary significantly from period to period. The increase in 2020 as compared to 2019 was due to a large national healthcare account that exercised its contractual option to purchase tail coverage which resulted in $14.3 million of one-time premium written and fully earned in the second quarter of 2020, somewhat offset by the tail coverage provided in connection with the aforementioned third quarter 2019 loss portfolio transfer.
(8)Our Medical Technology Liability business is marketed throughout the U.S.; coverage is typically offered on a primary basis, within specified limits, to manufacturers and distributors of medical technology and life sciences products including entities conducting human clinical trials. In addition to the previously listed factors that affect our premium volume, our Medical Technology Liability premium is impacted by the sales volume of insureds. Our Medical Technology Liability premium remained relatively unchanged in 2020 as compared to 2019 as retention losses and renewal pricing decreases were offset by new business written. New business written in 2020 reflects the addition of a few COVID-19 related policies. Retention losses in 2020 are primarily attributable to an increase in competition on terms and pricing. Renewal pricing decreases in 2020 are primarily due to changes in the sales volume of certain insureds, including changes in COVID-19 related exposure on several renewing policies.
(9)This component of gross premiums written includes all other product lines within our Specialty P&C segment. The decrease in 2020 was due to the effect of our non-renewal of a $1.5 million specialty contractual liability policy.

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(10)Certain components of our gross premiums written include alternative market premiums. We currently cede either all or a portion of the alternative market premium, net of reinsurance, to three SPCs of our wholly owned Cayman Islands reinsurance subsidiaries, Inova Re and Eastern Re, which are reported in our Segregated Portfolio Cell Reinsurance segment (see further discussion in the Ceded Premiums Written section that follows). The portion not ceded to the SPCs is retained within our Specialty P&C segment.
Year Ended December 31
($ in millions)20202019Change
Standard Physician$1.6 $1.4 $0.2 14.3 %
Custom Physician0.1 0.2 (0.1)(50.0 %)
Hospitals and Facilities0.2 — 0.2 nm
Senior Care5.2 6.2 (1.0)(16.1 %)
Total$7.1 $7.8 $(0.7)(9.0 %)
The decrease in alternative market gross premiums written in 2020 as compared to 2019 was due to retention losses driven by the loss of a $1.4 million Senior Care policy that chose to utilize self-insurance, slightly offset by policy endorsements.
We are committed to a rate structure that will allow us to fulfill our obligations to our insureds, while generating competitive long-term returns for our shareholders. Our pricing continues to be based on expected losses as indicated by our historical loss data and available industry loss data. In recent years, this practice has resulted in gradual rate increases and we anticipate further rate increases due to indications of increasing loss severity. Additionally, the pricing of our business includes the effects of filed rates, surcharges and discounts. Renewal pricing also reflects changes in our exposure base, deductibles, self-insurance retention limits and other policy terms and conditions.
The change in renewal pricing for our Specialty P&C segment, including by major component, was as follows:
Year Ended December 31
2020
Specialty P&C segment9%
HCPL
Standard Physician(1)
11%
Specialty(1)
15%
Total HCPL12%
Small Business Unit(1)
4%
Medical Technology Liability(1)
(1%)
(1) See Gross Premiums Written section for further explanation of changes in renewal pricing.
New business written by major component on a direct basis was as follows:
Year Ended December 31
(In millions)20202019
HCPL
Standard Physician$2.9 $9.2 
Specialty9.0 25.0 
Total HCPL11.9 34.2 
Small Business Unit4.6 4.2 
Medical Technology Liability6.5 4.2 
Total$23.0 $42.6 

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For our Specialty P&C segment, we calculate retention as annualized renewed premium divided by all annualized premium subject to renewal. Retention is affected by a number of factors. We may lose insureds to competitors or to alternative insurance mechanisms such as risk retention groups or self-insurance entities (often when physicians join hospitals or large group practices) or due to pricing or other issues. We may choose not to renew an insured as a result of our underwriting evaluation. Insureds may also terminate coverage because they have left the practice of medicine for various reasons, principally for retirement, death or disability, but also for personal reasons.
Retention for our Specialty P&C segment, including by major component, was as follows:
Year Ended December 31
20202019
Specialty P&C segment79 %86 %
HCPL
Standard Physician(1)
82 %87 %
Specialty(1)
65 %70 %
Total HCPL76 %81 %
Small Business Unit(1)
90 %92 %
Medical Technology Liability(1)
85 %88 %
(1) See Gross Premiums Written section for further explanation of retention decline in 2020.


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Ceded Premiums Written
Ceded premiums represent the amounts owed to our reinsurers for their assumption of a portion of our losses. For our HCPL and Medical Technology Liability excess of loss reinsurance arrangements in effect prior to October 1, 2020, we generally retained the first $1 million in risk insured by us and ceded coverages in excess of this amount. Effective October 1, 2020, we generally retain the first $2 million in risk insured by us and cede coverages in excess of this amount. For our HCPL coverages, we will also retain from 0% to 14.5% of the next $24 million of risk for coverages in excess of $2 million. For our Medical Technology Liability treaty which also renewed effective October 1, 2020, we also retain 2.5% of the next $8 million of risk for coverages in excess of $2 million. These changes in terms for both our HCPL and Medical Technology Liability treaties resulted in a reduction to the gross rate paid for the treaty year effective October 1, 2020. We pay our reinsurers a ceding premium in exchange for their accepting the risk, and in certain of our excess of loss arrangements, the ultimate amount of which is determined by the loss experience of the business ceded, subject to certain minimum and maximum amounts.
Ceded premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Excess of loss reinsurance arrangements (1)
$33,070 $35,014 $(1,944)(5.6 %)
Other shared risk arrangements (2)
28,765 33,976 (5,211)(15.3 %)
Premium ceded to SPCs (3)
6,118 6,860 (742)(10.8 %)
Other ceded premiums written3,227 3,266 (39)(1.2 %)
Adjustment to premiums owed under reinsurance agreements, prior accident years, net (4)
712 2,834 (2,122)(74.9 %)
Total ceded premiums written$71,892 $81,950 $(10,058)(12.3 %)
(1)We generally reinsure risks under our excess of loss reinsurance arrangements pursuant to which the reinsurers agree to assume all or a portion of all risks that we insure above our individual risk retention levels, up to the maximum individual limits offered. Premium due to reinsurers also fluctuates with the volume of written premium subject to cession under the arrangement. In certain of our excess of loss reinsurance arrangements, the premium due to the reinsurer is determined by the loss experience of that business reinsured, subject to certain minimum and maximum amounts. The decrease in ceded premiums written under our excess of loss reinsurance arrangements in 2020 as compared to 2019 primarily reflected a decrease in the overall volume of gross premiums written subject to cession and, to a lesser extent, certain of our reinsurance arrangements reaching maximum limits eligible for cession on treaty years effective October 1, 2017 and 2018. The decrease in ceded premiums written in 2020 also reflected the reduced rate on the treaty year effective October 1, 2020, partially offset by the effect of changes to both minimum and maximum limits for the treaty year effective October 1, 2019.
(2)We have entered into various shared risk arrangements, including quota share, fronting and captive arrangements, with certain large healthcare systems and other insurance entities. These arrangements include our Ascension Health and CAPAssurance programs. While we cede a large portion of the premium written under these arrangements, they provide us an opportunity to grow net premium through strategic partnerships. Effective October 1, 2020, our arrangement with CAPAssurance was mutually dissolved as a result of our pending acquisition with NORCAL and their concentration in the state of California. The decrease in ceded premiums written under our shared risk arrangements in 2020 as compared to 2019 was primarily due to a decrease in premium ceded to our Ascension Health program, our non-renewal of two large policies in certain of our other shared risk arrangements and, to a lesser extent, the aforementioned dissolution of our arrangement with CAPAssurance.
(3)As previously discussed, as a part of our alternative market solutions, all or a portion of certain healthcare premium written is ceded to SPCs in our Segregated Portfolio Cell Reinsurance segment under either excess of loss or quota share reinsurance agreements, depending on the structure of the individual program. See the Segment Results - Segregated Portfolio Cell Reinsurance section for further discussion on the cession to the SPCs from our Specialty P&C segment. The decrease in premiums ceded to SPCs during 2020 as compared to 2019 was primarily due to the loss of one large Senior Care policy (see discussion in footnote 10 under the heading "Gross Premiums Written").

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(4)Given the length of time that it takes to resolve our claims, many years may elapse before all losses recoverable under a reinsurance arrangement are known. As a part of the process of estimating our loss reserve we also make estimates regarding the amounts recoverable under our reinsurance arrangements. As previously discussed, the premiums ultimately ceded under certain of our excess of loss reinsurance arrangements are subject to the losses ceded under the arrangements. As part of the review of our reserves during 2020 and 2019, we increased our estimate of expected losses and associated recoveries for prior year ceded losses, as well as our estimate of ceded premiums owed to reinsurers; however, this increase was lower in 2020 as compared to 2019 due to reaching the maximum level of premium due under certain prior year excess of loss arrangements. Changes to estimates of premiums ceded related to prior accident years are fully earned in the period the changes in estimates occur.
Ceded Premiums Ratio
As shown in the table below, our ceded premiums ratio was affected in both 2020 and 2019 by revisions to our estimate of premiums owed to reinsurers related to coverages provided in prior accident years.
Year Ended December 31
 20202019Change
Ceded premiums ratio, as reported13.7 %14.2 %(0.5  pts)
Less the effect of adjustments in premiums owed under reinsurance agreements, prior accident years (as previously discussed)0.1 %0.5 %(0.4  pts)
Ratio, current accident year13.6 %13.7 %(0.1  pts)
For the year ended December 31, 2020 the ceded premiums ratio was relatively unchanged as compared to 2019.


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Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that we cede to our reinsurers for their assumption of a portion of our losses. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Generally, our policies carry a term of one year; however, prior to the third quarter of 2020, we wrote certain Standard Physician policies with a twenty-four month term, and a few of our Medical Technology Liability policies have a multi-year term. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. Retroactive coverage premiums are 100% earned at the inception of the contract, as all of the associated underlying loss events occurred in the past. Additionally, any ceded premium changes due to changes to estimates of premiums owed under reinsurance agreements for prior accident years are fully earned in the period of change.
Net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$551,822 $580,796 $(28,974)(5.0 %)
Less: Ceded premiums earned74,457 81,738 (7,281)(8.9 %)
Net premiums earned$477,365 $499,058 $(21,693)(4.3 %)
The decrease in gross premiums earned in 2020 as compared to 2019 was driven by the pro rata effect of a decrease in the volume of written premium during the preceding twelve months, predominantly in our Specialty line of business, due to our re-underwriting efforts. The decrease in gross premiums earned also reflects the effect of a prior year loss portfolio transfer which resulted in $2.7 million of one-time premium written and fully earned in 2019 (see previous discussion in footnotes 5 and 7 under the heading "Gross Premiums Written"). The decrease in gross premiums earned in 2020 was somewhat offset by premium adjustments related to loss sensitive policies which increased earned premium by $2.9 million and decreased earned premium by $1.6 million in 2019. In addition, the decrease in gross premiums earned was largely offset by $14.3 million of one-time premium written and fully earned in the second quarter of 2020 associated with the tail coverage purchased by a large national healthcare account (see previous discussion in footnote 7 under the heading "Gross Premiums Written").
The decrease in ceded premiums earned during 2020 as compared to 2019 reflected the effect of adjustments made during 2020 and 2019 to ceded premiums owed under reinsurance agreements related to prior accident year losses. After removing the effect of prior accident year ceded premium adjustments from both years, ceded premiums earned decreased $5.2 million in 2020 as compared to 2019. The remaining decrease was driven by the pro rata effect of a decrease in premium ceded under our shared risk and excess of loss arrangements during the preceding twelve months.


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Losses and Loss Adjustment Expenses
LossesThe determination of calendar year losses involves the actuarial evaluation of incurred losses for the current accident year and the actuarial re-evaluation of incurred losses for prior accident years, including an evaluation of the reserve amounts required for ECO/XPL losses.
Accident year refers to the accounting period in which the insured event becomes a liability of the insurer. For claims-made policies, which represent the majority of the premiums written in our Specialty P&C segment, the insured event generally becomes a liability when the event is first reported to us. For occurrence policies, the insured event becomes a liability when the event takes place. For retroactive coverages, the insured event becomes a liability at inception of the underlying contract. We believe that measuring losses on an accident year basis is the best measure of the underlying profitability of the premiums earned in that period, since it associates policy premiums earned with the estimate of the losses incurred related to those policy premiums.
The following table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Additionally, the table shows our current accident year net loss ratios were affected by revisions to our estimate of premiums owed to reinsurers related to coverages provided in prior accident years. The net loss ratios for our Specialty P&C segment were as follows:
Net Loss Ratios (1)
Year Ended December 31
20202019Change
Calendar year net loss ratio98.5 %106.7 %(8.2  pts)
Less impact of prior accident years on the net loss ratio(5.7 %)1.2 %(6.9  pts)
Current accident year net loss ratio104.2 %105.5 %(1.3  pts)
Less estimated ratio increase (decrease) attributable to:
Ceded premium adjustments, prior accident years (2)
0.2 %0.6 %(0.4  pts)
Current accident year net loss ratio, excluding the effect of prior year ceded premium (3)
104.0 %104.9 %(0.9  pts)
(1)Net losses, as specified, divided by net premiums earned.
(2)During 2020 and 2019, we increased the premiums owed under reinsurance agreements for prior accident years which decreased net premiums earned (the denominator of the current accident year ratio). See the discussion in the Premiums section for our Specialty P&C segment under the heading "Ceded Premiums Written" for additional information.
(3)The current accident year net loss ratio, excluding the effect of prior year ceded premium adjustments (as shown in the table above), decreased 0.9 percentage points as compared to 2019. The change in the current accident year net loss ratio was primarily recorded usingattributable to the following:
(In percentage points)Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
Large national healthcare account2.9 pts
COVID-19 reserve2.2 pts
Change in DDR reserve adjustment(1.5 pts)
All other, net(4.5 pts)
Decrease in the current accident year net loss ratio, excluding the effect of prior year ceded premium(0.9 pts)
Our current accident year net loss assumptionsratio in 2020 and 2019 was impacted by risk category incorporateda large national healthcare account. In 2019, we increased our reserve estimates for this account's claims-made policy during the fourth quarter of 2019 based on our in-depth review of our current accident year reserve which we believed best reflected emerging data at that time. In addition, we recognized a PDR of $9.2 million during the fourth quarter of 2019 related to this account which increased current accident year net losses. The PDR represented an estimated premium deficiency associated with the unearned premium of this account's claims-made policy as of the end of 2019. During 2020, this PDR was amortized back into current accident year net losses which offset the business plan submittedimpact of the losses incurred in 2020 associated with the earned premium related to Lloyd'sthis account's claims-made policy. During the second quarter of 2020, the policy

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term associated with this account's claims-made policy expired. This account did not renew on terms offered by us and the insured exercised its contractual option to purchase the extended reporting endorsement or "tail" coverage resulting in a net underwriting loss of $45.7 million in 2020. The net impact of this large national healthcare account resulted in a 2.9 percentage point increase in our current accident year net loss ratio in 2020 as compared to 2019. Also during the second quarter of 2020, we established a $10 million reserve for Syndicate 1729 with consideration givenCOVID-19; no adjustment has been made to this reserve since the second quarter of 2020. This reserve represents our best estimate of ultimate COVID-19 related losses based on currently available information and reported incidents, and accounted for a 2.2 percentage point increase in our current accident year net loss ratio in 2020. As a result of our actuarial analysis performed at the end of 2019, we increased our reserves related to DDR coverage endorsements which accounted for approximately 1.5 percentage points of the decrease in the current accident year net loss ratio in 2020 as compared to 2019; no adjustment was made to these reserves in 2020. After removing the impact of the large national healthcare account in both 2020 and 2019, the 2020 COVID-19 reserve and actuarial adjustment to our DDR reserves in 2019, our current accident year net loss ratio in 2020 improved 4.5 percentage points primarily reflecting the impact of decreases in certain loss ratios during 2020 and, to a lesser extent, the effect of changes in premium adjustments related to loss experience incurred to date. The assumptions used in the business plan were consistent with loss results reflected in Lloyd's historical data for similar risks. We expect loss ratios to fluctuate from quarter to quarter as Syndicate 1729 writes more business and the book begins to mature. The loss ratios


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will also fluctuate due to the timing of earned premium adjustmentssensitive policies (see previous discussion in this section under the heading "Net Premiums Earned"). PremiumThe decreases in loss ratios during 2020 were primarily in our Standard Physician, Specialty and exposureSmall Business Unit lines of business as a result of our re-underwriting efforts and focus on rate adequacy.
We re-evaluate our previously established reserve each quarter based upon the most recently completed actuarial analysis supplemented by any new analysis, information or trends that have emerged since the date of that study. We also take into account currently available industry trend information. We continue to see elevated loss severity in the broader medical professional liability industry and are observing indications of these increased severity trends in our paid loss data. While we have established a reserve for COVID-19 related losses, we have also observed a significant reduction in claims frequency as compared to 2019, some of Syndicate 1729's insurance policieswhich is likely associated with the COVID-19 pandemic and reinsurance contracts are initially estimated and subsequently adjusted over an extended periodthe disruption of time as underlying premium reports are received from cedants and insureds. When reports are received, the premium, exposure and corresponding loss estimates are revised accordingly. Changescourt systems; however, we have remained cautious in loss estimatesrecognizing these favorable frequency trends in our current accident year reserve due to premium or exposure fluctuationsthe possibility of delays in reporting and uncertainty surrounding the length and severity of the pandemic.
We recognized net favorable prior year reserve development of $27.5 million for the year ended December 31, 2020 as compared to net unfavorable prior year reserve development of $5.7 million for the year ended December 31, 2019. Favorable development recognized during 2020 principally related to accident years 2014 through 2017. Net unfavorable prior year reserve development in 2019 included $51.5 million of unfavorable reserve development related to our reserves for the previously mentioned large national healthcare account that has experienced losses far exceeding the assumptions we made when underwriting the account, beginning in 2016; unfavorable development recognized during 2019 related to accident years 2016 through 2018. Excluding the unfavorable development related to this account, the Specialty P&C segment recognized favorable prior year reserve development totaling $45.8 million in 2019. Prior accident year development recognized for years ended December 31, 2020 and 2019 included a reduction in our reserve for potential ECO/XPL claims of $4.0 million and $0.3 million, respectively. Development recognized in both 2020 and 2019 also included favorable prior year reserve development attributable to our medical technology liability line of business of $8.6 million and $13.3 million, respectively.
A detailed discussion of factors influencing our recognition of loss development is included in our Critical Accounting Estimates section under the heading "Reserve for Losses and Loss Adjustment Expenses." Assumptions used in establishing our reserve are incurredregularly reviewed and updated by management as new data becomes available. Any adjustments necessary are reflected in the accident yearthen current operations. Due to the size of our reserve, even a small percentage adjustment to the assumptions can have a material effect on our results of operations for the period in which the premiumchange is earned.made, as was the case in both 2020 and 2019.
The net loss ratio increased by 14.9% in 2017 as compared to 2016 driven by the storm-related losses and associated net reinsurance reinstatement premiums recognized during 2017, as previously discussed, which increased the net loss ratio by approximately 11.2%. Additionally, the net loss ratio for 2016 was lower than in prior periods and reflected reductions attributable to shifts in the mix of business.
Underwriting, Policy Acquisition and Operating Expenses
Underwriting expenses increased by $4.1 million for the year ended December 31, 2017 as compared to 2016Our Specialty P&C segment underwriting, policy acquisition and primarily reflected the anticipated growth in Syndicate 1729 operations. As operations have matured, the total amount of underwriting salaries has increased along with the number of policies successfully written. Underwriting compensation is capitalized as DPAC only when efforts are successful. The increase in the expense ratio for 2017 was primarily due to the timing of certain expenses relative to the increase in earned premiums.
Net Investment Income
Net investment income for the years ended December 31, 2017 and 2016 was primarily attributable to interest earned on the FAL investments. Our FAL investments are primarily short-term investments and investment-grade corporate debt securities.
Taxes
Operating results of this segment are subject to U.K. income tax law. Tax expense incurred in 2016 reflected the use of prior year Syndicate 1729 operating losses to offset current period Syndicate 1729 operating results.



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Segment Operating Results - Corporate
Our Corporate segment includes investment operations, interest expense and U.S. income taxes, all of which are managed at the corporate level with the exception of investment assets solely allocated to Lloyd's Syndicate operations as discussed in Note 15 of the Notes to Consolidated Financial Statements. Our Corporate segment operating results also reflect non-premium revenues generated outside of our insurance entities and corporate expenses. Segment operating results for our Corporate segment were net earnings of $48.1 million and $54.9 million for the years ended December 31, 2017 and 2016, respectively, and included the following:
 Year Ended December 31
($ in thousands)2017 2016 Change
Net investment income$93,926
 $98,602
 $(4,676) (4.7%)
Equity in earnings (loss) of unconsolidated subsidiaries$8,033
 $(5,762) $13,795
 239.4%
Net realized gains (losses)$16,302
 $34,799
 $(18,497) (53.2%)
Operating expense$29,275
 $30,807
 $(1,532) (5.0%)
Segregated portfolio cells dividend expense (income) (1)
$4,973
 $3,236
 $1,737
 53.7%
Interest expense$16,844
 $15,032
 $1,812
 12.1%
Income tax expense (benefit)$21,927
 $24,736
 $(2,809) (11.4%)
(1) Represents the investment results attributable to the SPCs at Eastern Re
Net Investment Income, Equity in Earnings (Loss) of Unconsolidated Subsidiaries, Net Realized Investment Gains (Losses)
Net Investment Income
Net investment income is primarily derived from the income earned by our fixed maturity securities and also includes dividend income from equity securities, income from our short-term and cash equivalent investments, earnings from other investments and increases in the cash surrender value of BOLI contracts. Investment fees and expenses are deducted from investment income.
Net investment income by investment category was as follows:
 Year Ended December 31
($ in thousands)2017 2016 Change
Fixed maturities$73,944
 $84,386
 $(10,442) (12.4%)
Equities17,198
 14,887
 2,311
 15.5%
Other investments, including Short-term7,662
 3,353
 4,309
 128.5%
BOLI1,979
 2,008
 (29) (1.4%)
Investment fees and expenses(6,857) (6,032) (825) 13.7%
Net investment income$93,926
 $98,602
 $(4,676) (4.7%)
Fixed Maturities
The decrease in our income from fixed maturity securities during 2017 was due to lower yields and lower average investment balances. We reduced the size of our fixed portfolio over the last year in order to pay dividends and invest in other asset classes. On an overall basis, our average investment in fixed maturity securities was approximately 7.0% lower in 2017 as compared to 2016.
Average yields for our fixed maturity portfolio were as follows:
 Year Ended December 31
 2017 2016
Average income yield3.1% 3.3%
Average tax equivalent income yield3.5% 3.8%


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Equities
Income from our equity portfolio increased for the year ended December 31, 2017 as compared to 2016 which reflected an increase in our allocation to this asset category as well as a different mix of equities owned.
Other Investments and Short-term Investments
Income from our other investments and short-term investments consists primarily of distributions from our LPs that are accounted for under the cost method. Distributions from LPs are affected by the volatility of equity and credit markets. The increase in this category during 2017 was primarily due to higher reported earnings from one of our LPs which focuses on the energy sector.
Investment Fees and Expenses
Investment fees and expenses increased for the year ended December 31, 2017 as compared to 2016 primarily due to an increase in subsequent interest expense on our LP subscriptions and incentive fees on our convertible bond portfolio. Subsequent interest expense on some of our LPs is paid on subscriptions that occur later in the fund-raising process and incentive fees for returns that exceed a high water mark on our convertible bond portfolio reflected an increase in the fair value of the portfolio.
Equity in Earnings (Loss) of Unconsolidated Subsidiaries
Equity in earnings (loss) of unconsolidated subsidiaries is derived from our investment interests accounted for under the equity method. Results were as follows:
 Year Ended December 31
($ in thousands)2017 2016 Change
Equity method investments, primarily LPs/LLCs
$28,685
 $19,055
 $9,630
 50.5%
Tax credit partnerships(20,652) (24,817) 4,165
 (16.8%)
Equity in earnings (loss) of unconsolidated subsidiaries$8,033
 $(5,762) $13,795
 239.4%
We hold interests in certain LPs/LLCs that generate earnings from trading portfolios, secured debt, debt securities, multi-strategy funds and private equity investments. The performance of the LPs/LLCs is affected by the volatility of equity and credit markets. Our investment results from our portfolio of investments in LPs/LLCs for 2017 were affected primarily by our share of higher reported earnings from our LP/LLC investments.
Our tax credit investments are designed to generate returns in the form of tax credits and tax-deductible project operating losses and are comprised of qualified affordable housing project tax credit partnership interests and historic tax credit interests. We account for our tax credit investments under the equity method and record our allocable portion of the operating losses of the underlying properties based on estimates provided by the partnerships. For our qualified affordable housing project tax credit partnership interests we adjust our estimates of our allocable portion of operating losses periodically as actual operating results of the underlying properties become available. Our historic tax credit investments are short-term in nature and remaining operating losses are expected to be recognized primarily in 2018. Based on operating results received, we increased our estimate of partnership operating losses by $2.1 million for the year ended December 31, 2017, as compared to $10.2 million for the same respective period in 2016, predominantly related to our qualified affordable housing project tax credit partnership interests.
The tax benefits received from our tax credit partnerships, which are not reflected in our investment results above, reduced our tax expenses in 2017 and 2016 as follows:
 Year Ended December 31
(In millions)2017 2016
Tax credits recognized during the period$23.1
 $27.5
Tax benefit of tax credit partnership operating losses$7.2
 $8.7
Tax credits provided by the underlying projects of the historic tax credit partnerships are typically available in the tax year in which the project is put into active service, whereas the tax credits provided by qualified affordable housing project tax credit partnerships are provided over approximately a ten year period. The decrease in tax credits recognized in 2017 was primarily attributable to our historic tax credit partnership investments.


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Non-GAAP Financial Measure – Tax Equivalent Investment Result
We believe that to fully understand our investment returns it is important to consider the current tax benefits associated with certain investments as the tax benefit received represents a portion of the return provided by our tax-exempt bonds, BOLI, common and preferred stocks, and tax credit partnership investments (our tax-preferred investments). We impute a pro forma tax-equivalent result by estimating the amount of fully-taxable income needed to achieve the same after-tax result as is currently provided by our tax-preferred investments. We believe this better reflects the economics behind our decision to invest in certain asset classes that are either taxed at lower rates and/or result in reductions to our current federal income tax expense. Our pro forma tax-equivalent investment result is shown in the table that follows as is a reconciliation of our GAAP net investment result to our tax equivalent investment result.
 Year Ended December 31
(In thousands)2017 2016
GAAP net investment result:   
Net investment income$93,926
 $98,602
Equity in earnings (loss) of unconsolidated subsidiaries8,033
 (5,762)
GAAP net investment result$101,959
 $92,840
    
Pro forma tax-equivalent investment result$149,612
 $149,959
    
Reconciliation of pro forma and GAAP tax-equivalent investment result:   
GAAP net investment result$101,959
 $92,840
Taxable equivalent adjustments, calculated using the 35% federal statutory tax rate:   
State and municipal bonds9,103
 11,698
BOLI1,065
 1,081
Dividends received1,930
 1,957
Tax credit partnerships35,555
 42,383
Pro forma tax-equivalent investment result$149,612
 $149,959


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Net Realized Investment Gains (Losses)
The following table provides detailed information regarding our net realized investment gains (losses).
 Year Ended December 31
(In thousands)2017 2016
OTTI losses, total:   
State and municipal bonds$(850) $(100)
Corporate debt(419) (7,604)
Investment in unconsolidated subsidiaries(11,931) 
Other investments
 (3,130)
Portion of OTTI losses recognized in other comprehensive income before taxes:   
Corporate debt248
 1,068
Net impairment losses recognized in earnings(12,952) (9,766)
Gross realized gains, available-for-sale securities6,622
 12,402
Gross realized (losses), available-for-sale securities(3,113) (7,029)
Net realized gains (losses), trading securities10,724
 6,632
Net realized gains (losses), other investments2,963
 1,115
Change in unrealized holding gains (losses), trading securities11,157
 30,521
Change in unrealized holding gains (losses), convertible securities, carried at fair value as a part of Other investments896
 899
Other5
 25
Net realized investment gains (losses)$16,302
 $34,799
During 2017, we recognized OTTI in earnings of $13.0 million, including an $8.5 million impairment related to an early stage business investment accounted for under the equity method. This impairment charge represented the difference between the investment's carrying value and fair value, which was measured as our ownership percentage in the projected earnings expected to be generated by the investment. In addition, we recognized OTTI in earnings of $3.4 million related to our qualified affordable housing project tax credit investments. The current estimated tax benefits expected to be received from our allocable portion of the operating losses of the underlying properties have declined, due to the newly enacted corporate tax rate of 21%, as compared to those at the time the investments were acquired. During 2017, we also recognized credit-related OTTI in earnings of $0.2 million and non-credit OTTI of $0.2 million in OCI, both of which related to corporate bonds.
During 2016, we recognized OTTI in earnings of $9.8 million, including credit-related OTTI of $5.5 million related to debt instruments from ten issuers in the energy sector. The fair value of these bonds declined during 2016 as did the credit quality of the issuers, and we recognized credit-related OTTI to reduce the amortized cost basis of the bonds to the present value of future cash flows we expected to receive from the bonds. During 2016, we also recognized non-credit impairments of $0.9 million in OCI relative to the bonds of these issuers, as the fair value of the bonds was less than the present value of the expected future cash flows from the securities.
We also recognized $3.1 million OTTI in earnings during 2016 related to our interest in an investment fund that is accounted for using the cost method (classified as other investments). The fund is focused on the energy sector and securities held by the fund declined in value during 2016. An OTTI was recognized to reduce our carrying value of the investment to the NAV reported by the fund.
Operating Expenses
Corporate segment operating expenses for the years ended December 31, 20172020 and 2016, respectively,2019 were comprised as follows:
  Year Ended December 31
($ in thousands) 2017 2016 Change
Operating expenses $44,034
 $45,116
 $(1,082) (2.4%)
Management fee offset (14,759) (14,309) (450) 3.1%
Segment Total $29,275
 $30,807
 $(1,532) (5.0%)

Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$53,562 $56,604 $(3,042)(5.4 %)
Management fees6,136 6,742 (606)(9.0 %)
Other underwriting and operating expenses49,901 56,964 (7,063)(12.4 %)
Total$109,599 $120,310 $(10,711)(8.9 %)


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TheDPAC amortization decreased during the year ended December 31, 2020 as compared to 2019 driven by a decrease in operating expenses during 2017 was primarily due toearned premium, excluding the effect of the premium earned from the tail coverage associated with a large national healthcare account from the second quarter of 2020 as there were no deferred acquisition costs incurredassociated with the tail premium (see discussion under the heading "Gross Premiums Written"). In addition, the decrease in 2016 relatedDPAC amortization reflected a decrease in brokerage expenses due to our non-renewal of certain products written on an excess and surplus lines basis in our Specialty line of business (see discussion under the heading "Gross Premiums Written") as well as a decrease in agent commissions and premium taxes due to a pre-acquisition liability from a discontinued operation that did not reoccurlower volume of premium written. Partially offsetting the decrease in 2017DPAC amortization in 2020 was an increase in medical costs associated with employee health plans, one-time employee severance charges of $0.6 million and, to a lesser extent, a decrease in compensation related costs in 2017. The decrease in compensation related costs in 2017 was primarily dueceding commission income, which is an offset to lower share based compensation expense, partially offsetfrom certain of our shared risk arrangements.
Management fees are charged pursuant to a management agreement by higher salaries and benefits. The decrease inthe Corporate segment to the operating expenses was partially offset by an increase in costs incurred for technology enhancements in 2017.
Operating subsidiaries within our Specialty P&C and Workers' Compensation segments are charged a management fee by the Corporate segment for services provided to these subsidiaries. The management fee is based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary. Under the arrangement, the expenses associated with such services are reported as expenses of the Corporate segment, and the management fees charged are reported as an offset to Corporate operating expenses. While the terms of the management arrangementagreement were consistent between 20162020 and 2017,2019, fluctuations in the amount of premium written by each subsidiary can result in corresponding variations in the management fee charged to each subsidiary during a particular period.
Other underwriting and operating expenses decreased during the year ended December 31, 2020 as compared to 2019 primarily driven by a decrease in various operational expenses resulting from incremental improvements over the past year including organizational structure enhancements and improved operating efficiencies. The decrease in operating expenses also reflected a reduction in travel-related costs of $3.3 million in 2020 as a result of the COVID-19 pandemic and, to a lesser extent, a reduction in employer contributions to the ProAssurance Savings Plan (see further discussion in Note 17 of the Notes to Consolidated Financial Statements). Furthermore, the decrease in operating expenses in 2020 as compared to 2019 also included a reduction in fees associated with a data analytics services agreement of $0.6 million driven by an amendment to the agreement executed during the fourth quarter of 2020 (see further discussion in Note 9 of the Notes to Consolidated Financial Statements). The decrease in 2020 was largely offset by one-time expenses of $3.4 million mainly comprised of early retirement benefits granted to certain employees in 2020 as well as expenses associated with the restructuring of our HCPL field office organization, consisting of employee severance charges and lease exit costs due to a reduction in physical office locations. The decrease in operating expenses in 2020 was also somewhat offset by an increase of $0.4 million in accrued paid time off due to lower employee utilization of vacation time likely associated with the COVID-19 pandemic.
Underwriting Expense Ratio (the Expense Ratio)
Our expense ratio for the Specialty P&C segment for the year ended December 31, 2020 as compared to 2019 was as follows:
 Year Ended December 31
 20202019Change
Underwriting expense ratio23.0 %24.1 %(1.1  pts)
The change in our expense ratio in 2020 as compared to 2019 was primarily attributable to the following:
(In percentage points)Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
Decrease in net premiums earned and DPAC amortization(1)
1.2 pts
One-time expenses0.8 pts
Travel-related cost savings due to COVID-19(0.7 pts)
Large national healthcare account tail policy premium(2)
(0.7 pts)
All other, net(1.7 pts)
Decrease in the underwriting expense ratio(1.1 pts)
(1) Excludes the large national healthcare account tail policy premium in 2020 and certain one-time expenses included in DPAC amortization of $0.6 million during 2020.
(2) See previous discussion under the heading "Gross Premiums Written"
The remaining decrease in our expense ratio during 2020 as compared to 2019 of 1.7 percentage points primarily reflected the impact of a decrease in various operational expenses resulting from incremental improvements over the past year including organizational structure enhancements and improved operating efficiencies and, to a lesser extent, the reduction in employer contributions to the ProAssurance Savings Plan.

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Segment Results - Workers' Compensation Insurance
Our Workers' Compensation Insurance segment includes workers' compensation products provided to employers generally with 1,000 or fewer employees, as discussed in Note 16 of the Notes to Consolidated Financial Statements. Workers' compensation products offered include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies, deductible policies and alternative market programs. Alternative market programs include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. Alternative market program premiums are 100% ceded to either the SPCs within our Segregated Portfolio Cell Dividend Expense (Income)Reinsurance segment or, to a limited extent, an unaffiliated captive insurer for one program. Our Workers' Compensation Insurance segment results reflected pre-tax underwriting profit or loss from these workers' compensation products, exclusive of investment results, which are included in our Corporate segment. Segment results included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$164,871 $182,233 $(17,362)(9.5 %)
Net premiums earned$171,772 $189,240 $(17,468)(9.2 %)
Other income2,216 2,399 (183)(7.6 %)
Net losses and loss adjustment expenses(111,552)(121,649)10,097 (8.3 %)
Underwriting, policy acquisition and operating expenses(56,449)(57,520)1,071 (1.9 %)
Segment results$5,987 $12,470 $(6,483)(52.0 %)
Net loss ratio64.9%64.3%0.6 pts
Underwriting expense ratio32.9%30.4%2.5 pts

Premiums Written
Our workers’ compensation premium volume is driven by five primary factors: (1) the amount of new business written, (2) retention of our existing book of business, (3) premium rates charged on our renewal book of business, (4) changes in payroll exposure and (5) audit premium.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$246,791 $278,442 $(31,651)(11.4 %)
Less: Ceded premiums written81,920 96,209 (14,289)(14.9 %)
Net premiums written$164,871 $182,233 $(17,362)(9.5 %)

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Gross Premiums Written
Gross premiums written by product were as follows:
Year Ended December 31
($ in thousands)20202019Change
Traditional business:
Guaranteed cost$145,546 $158,246 $(12,700)(8.0 %)
Policyholder dividend20,464 20,446 18 0.1 %
Deductible4,581 5,857 (1,276)(21.8 %)
Retrospective*909 2,985 (2,076)(69.5 %)
Other7,094 8,660 (1,566)(18.1 %)
Alternative market business69,487 82,248 (12,761)(15.5 %)
Change in EBUB estimate(1,290)— (1,290)nm
Total$246,791 $278,442 $(31,651)(11.4 %)
*The change in retrospectively-related policies included adjustments that decreased premium by $2.5 million and $2.1 million during the years ended December 31, 2020 and 2019, respectively.
Gross premiums written in our traditional business decreased during the year ended December 31, 2020 as compared to 2019, which primarily reflected renewal rate decreases, retention losses and a reduction in audit premium and new business written. The reduction in audit premium included a reduction in our EBUB estimate of $1.3 million in 2020. Renewal rate decreases were 4% in 2020, which were unchanged as compared to 2019. Renewal retention for our traditional business was 84% during 2020 as compared to 79% during 2019. New business written totaled $23.7 million in 2020 as compared to $27.0 million in 2019.
Gross premiums written in our alternative market business decreased during the year ended December 31, 2020 as compared to 2019, which primarily reflected renewal rate decreases, retention losses and a decrease in audit premium. In addition, the decline in alternative market business in 2020 also reflected the reduction in premium funding for one of our large alternative market programs (see further discussion in our Segment Results - Segregated Portfolio Cell Reinsurance section that follows). Renewal rate decreases were 4% in 2020 as compared to 5% in 2019. Retention in our alternative market business was 84% in 2020 which reflected the impact of the aforementioned reduction in premium funding for a large alternative market program. A decrease in renewal rate and retention losses were partially offset by new business of $3.7 million in 2020. We retained 100% of the 23 workers' compensation alternative market programs up for renewal during the year ended December 31, 2020. During the firstsecond quarter of 2017,2020, we began reportingadded one new workers' compensation alternative market program at Inova Re with $1.1 million in premiums written during the year ended December 31, 2020.
Our traditional and alternative market premiums written were impacted by reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19. Reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19 reduced premiums written by approximately $3.6 million for the year ended December 31, 2020. We expect continued downward pressure in future quarters on our workers' compensation premium resulting from further reductions in insured payroll exposure; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted.

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New business, audit premium, retention and renewal price changes for both the traditional business and the alternative market business are shown in the Corporatetable below:
Year Ended December 31
20202019
($ in millions)Traditional BusinessAlternative Market BusinessSegment
Results
Traditional BusinessAlternative Market BusinessSegment
Results
New business$23.7 $3.7 $27.4 $27.0 $3.8 $30.8 
Audit premium (including EBUB)$(0.6)$(0.1)$(0.7)$3.7 $2.0 $5.7 
Retention rate (1)
84 %84 %84 %79 %91 %83 %
Change in renewal pricing (2)
(4 %)(4 %)(4 %)(4 %)(5 %)(4 %)
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
Ceded Premiums Written
Ceded premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Premiums ceded to SPCs$66,725 $79,799 $(13,074)(16.4 %)
Premiums ceded to external reinsurers12,472 13,633 (1,161)(8.5 %)
Premiums ceded to unaffiliated captive insurers2,762 2,449 313 12.8 %
Change in return premium estimate under external reinsurance(39)328 (367)(111.9 %)
Total ceded premiums written$81,920 $96,209 $(14,289)(14.9 %)
Our Workers' Compensation Insurance segment cedes alternative market business under a 100% quota share reinsurance agreement, net of a ceding commission, to SPCs in our Segregated Portfolio Cell Reinsurance segment and, to a limited extent, to an unaffiliated captive insurer. The decrease in premiums ceded to SPCs during the year ended December 31, 2020 reflects the reduction in alternative market gross premiums written as discussed above under the heading "Gross Premiums Written".
Under our external reinsurance agreement for traditional business, we retain the first $0.5 million in risk insured by us and cede losses in excess of this amount on each loss occurrence under our primary external reinsurance treaty, subject to an AAD. The AAD for the contract year effective May 1, 2019 was $3.9 million of incurred losses in excess of the $0.5 million per occurrence retention, or approximately 2.1% of subject earned premium. Effective May 1, 2020, our primary reinsurance layer was renewed at a slightly higher rate than the expiring year, with an increase in the AAD to 3.16% of subject earned premium for incurred losses in excess of the per occurrence retention. Per our reinsurance agreements, we cede premiums related to our traditional business on an earned premium basis. The decrease in premiums ceded to external reinsurers during the year ended December 31, 2020 primarily reflected the decrease in traditional earned premium.
Changes in the return premium estimate reflected the loss experience under the reinsurance contract for the years ended December 31, 2020 and 2019. The change in estimated return premium for the year ended December 31, 2020 reflected prior year loss development on previously reported reinsured claims.

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Ceded Premiums Ratio
Ceded premiums ratio was as follows:
Year Ended December 31
20202019Change
Ceded premiums ratio, as reported32.8 %34.2 %(1.4  pts)
Less the effect of:
Premiums ceded to SPCs (100%)24.6 %26.2 %(1.6  pts)
Retrospective premium adjustments0.1 %0.1 %—  pts
Premiums ceded to unaffiliated captive insurers (100%)1.4 %1.1 %0.3  pts
Return premium estimated under external reinsurance %0.2 %(0.2  pts)
Assumed premiums earned (not ceded to external reinsurers)(0.3 %)(0.3 %)—  pts
Ceded premiums ratio (related to external reinsurance), less the effects of above7.0 %6.9 %0.1  pts
The above table reflects ceded premiums earned as a percent of gross premiums earned. As discussed above, we cede premiums related to our traditional business to external reinsurers on an earned premium basis. The ceded premiums ratio in 2020 primarily reflects the reinsurance rates in effect for the contract period beginning May 1, 2020.
Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that we cede to SPCs in our Segregated Portfolio Cell Reinsurance segment, external reinsurers and the unaffiliated captive insurer. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Our workers’ compensation policies are twelve month term policies, and premiums are earned on a pro rata basis over the policy period. Net premiums earned also include premium adjustments related to the audit of our insureds' payrolls, changes in our EBUB estimate and premium adjustments related to retrospectively-rated policies. Payroll audits are conducted subsequent to the end of the policy period and any related adjustments are recorded as fully earned in the current period. In addition, we record an estimate for EBUB and evaluate the estimate on a quarterly basis.
Net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$255,484 $287,409 $(31,925)(11.1 %)
Less: Ceded premiums earned83,712 98,169 (14,457)(14.7 %)
Net premiums earned$171,772 $189,240 $(17,468)(9.2 %)
The decrease in net premiums earned during the year ended December 31, 2020 as compared to 2019 primarily reflected the pro rata effect of a reduction in net premiums written during the preceding twelve months and, to a lesser extent, the reduction in our EBUB estimate and the impact of retrospectively-rated policy adjustments. We reduced our EBUB estimate by $1.3 million during 2020 which primarily reflected a reduction in earned payroll exposure. As a result of the economic impact of COVID-19, we expect future reductions in payroll exposure related to in-force policies that could result in a significant decrease in audit premium and our EBUB estimate. We will continue to monitor and adjust the estimate, if necessary, based on changes in insured payrolls and economic conditions, as experience develops or new information becomes known; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted. There was no adjustment to our EBUB estimate during the year ended December 31, 2019. Premium adjustments related to retrospectively-rated policies decreased premiums by 2.5 million and $2.1 million during the years ended December 31, 2020 and 2019, respectively.

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Losses and Loss Adjustment Expenses
We estimate our current accident year loss and loss adjustment expenses based on an expected loss ratio. Incurred losses and loss adjustment expenses for the current accident year are determined by applying the expected loss ratio to net premiums earned for the respective period. The following table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Calendar year and current accident year net loss ratios by component were as follows:
Year Ended December 31
20202019Change
Calendar year net loss ratio64.9 %64.3 %0.6  pts
Less impact of prior accident years on the net loss ratio(4.1 %)(4.1 %)—  pts
Current accident year net loss ratio69.0 %68.4 %0.6  pts
The increase in the current accident year loss ratio for the year ended December 31, 2020 primarily reflected the continuation of intense price competition and the resulting renewal rate decreases, partially offset by favorable claim trends, including lower claims frequency and severity. As a result of the COVID-19 pandemic, legislative and regulatory bodies in certain states have changed or are considering changes to compensability requirements and presumptions for certain types of workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Calendar year incurred losses (excluding IBNR) ceded to our external reinsurers decreased $11.3 million for the year ended December 31, 2020 as compared to 2019. Current accident year ceded incurred losses (excluding IBNR) decreased $8.2 million as compared to 2019. The decrease in ceded incurred losses reflects lower severity-related claim activity during 2020 and, on a calendar year basis, favorable development on prior year reinsured claims.
We recognized net favorable prior year development related to our previously established reserve of $7.0 million for the year ended December 31, 2020 as compared to $7.8 million for 2019. The net favorable prior year reserve development for the years ended December 31, 2020 and 2019 reflected overall favorable trends in claim closing patterns. Net favorable development for the year ended December 31, 2020 primarily related to the 2014 through 2017 accident years. Net favorable development for the year ended December 31, 2019 primarily related to the 2015 and 2016 accident years and included a fair value adjustment of $1.6 million related to the amortization of purchase accounting. The fair value adjustment was fully amortized as of December 31, 2019.
Underwriting, Policy Acquisition and Operating Expenses
Underwriting, policy acquisition and operating expenses includes the amortization of commissions, premium taxes and underwriting salaries, which are capitalized and deferred over the related workers’ compensation policy period, net of ceding commissions earned. The capitalization of underwriting salaries can vary as they are subject to the success rate of our contract acquisition efforts. These expenses also include a management fee charged by our Corporate segment, which represents intercompany charges pursuant to a management agreement, and the amortization of intangible assets, primarily related to the acquisition of Eastern by ProAssurance. The management fee is based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary.
Our Workers' Compensation Insurance segment underwriting, policy acquisition and operating expenses were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$31,547 $34,338 $(2,791)(8.1 %)
Management fees1,861 2,088 (227)(10.9 %)
Other underwriting and operating expenses38,693 39,073 (380)(1.0 %)
SPC ceding commission offset(15,652)(17,979)2,327 (12.9 %)
Total$56,449 $57,520 $(1,071)(1.9 %)
The decrease in DPAC amortization for the year ended December 31, 2020 as compared to 2019 primarily reflects the decrease in net premiums earned. The decrease in other underwriting and operating expenses for the year ended December 31, 2020 as compared to 2019 primarily reflected a decrease in travel-related costs and a reduction in employer contributions to the

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ProAssurance Savings Plan (see Note 17 of the Notes to Consolidated Financial Statements). The decrease in travel-related costs in 2020 are directly attributable to COVID-19, as company business travel has been substantially reduced. The decrease in other underwriting and operating expenses in 2020 was largely offset by costs related to the implementation of a new policy administration and claims system and one-time costs of $0.9 million primarily comprised of employee severance costs associated with the restructuring of our workers' compensation business in 2020.
As previously discussed, alternative market premiums written through our Workers' Compensation Insurance segment's alternative market business unit are 100% ceded, less a ceding commission, to either the SPCs in our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer. The ceding commission consists of an amount for fronting fees, cell rental fees, commissions, premium taxes and risk management fees. The fronting fees, commissions, premium taxes and risk management fees are recorded as an offset to underwriting, policy acquisition and operating expenses. Cell rental fees are recorded as a component of other income and claims administration fees are recorded as ceded ULAE. The decrease in SPC ceding commissions earned for the year ended December 31, 2020 as compared to 2019, primarily reflects the decrease in alternative market ceded earned premium.
Underwriting Expense Ratio (the Expense Ratio)
The underwriting expense ratio included the impact of the following:
Year Ended December 31
20202019Change
Underwriting expense ratio, as reported32.9 %30.4 %2.5  pts
Less estimated ratio increase (decrease) attributable to:
Impact of ceding commissions received from SPCs3.2 %2.8 %0.4  pts
Retrospective premium adjustment0.3 %0.2 %0.1  pts
Impact of audit premium0.1 %(0.4 %)0.5  pts
Underwriting expense ratio, less listed effects29.3 %27.8 %1.5  pts
Excluding the items noted in the table above, the increase in the expense ratio for the year ended December 31, 2020, primarily reflected the decrease in net premiums earned and costs related to the implementation of a new policy administration and claims system.

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Segment Results - Segregated Portfolio Cell Reinsurance
The Segregated Portfolio Cell Reinsurance segment includes the results (underwriting profit or loss, plus investment results, net of U.S. federal income taxes) of SPCs at Inova Re and Eastern Re, our Cayman Islands SPC operations, as discussed in Note 16 of the Notes to Consolidated Financial Statements. SPCs are segregated pools of assets and liabilities that provide an insurance facility for a defined set of risks. Assets of each SPC are solely for the benefit of that individual cell and each SPC is solely responsible for the liabilities of that individual cell. Assets of one SPC are statutorily protected from the creditors of the others. Each SPC is owned, fully or in part, by an agency, group or association and the results of the SPCs are attributable to the participants of that cell. We participate to a varying degree in the results of selected SPCs and, for the SPCs in which we participate, our participation interest ranges from a low of 20% to a high of 85%. SPC results attributable to external cell participants are reflected as an SPC dividend expense (income) that is attributable to(expense) income in our Segregated Portfolio Cell Reinsurance segment. In addition, our Segregated Portfolio Cell Reinsurance segment includes the investment results of the SPCs allas the investments are solely for the benefit of whichthe cell participants and investment results attributable to external cell participants are reportedreflected in the Corporate segment, to better alignSPC dividend (expense) income. As of December 31, 2020, there were 27 (24 active) SPCs. The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the expense withtwo from our Workers' Compensation Insurance and Specialty P&C segments. As of December 31, 2020, there were two SPCs that assumed both workers' compensation insurance and healthcare professional liability insurance and one SPC that assumed only healthcare professional liability insurance.
Segment results reflects our share of the relatedunderwriting and investment results of the SPCs. SPCs in which we participate, and included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$64,159 $77,639 $(13,480)(17.4 %)
Net premiums earned$66,352 $78,563 $(12,211)(15.5 %)
Net investment income1,084 1,578 (494)(31.3 %)
Net realized gains (losses)3,085 4,020 (935)(23.3 %)
Other income205 559 (354)(63.3 %)
Net losses and loss adjustment expenses(29,605)(52,412)22,807 (43.5 %)
Underwriting, policy acquisition and operating expenses (1)
(20,709)(23,201)2,492 (10.7 %)
SPC U.S. federal income tax expense (1)(2)
(1,746)(1,059)(687)64.9 %
SPC net results18,666 8,048 10,618 131.9 %
SPC dividend (expense) income (3)
(14,304)(4,579)(9,725)212.4 %
Segment results (4)
$4,362 $3,469 $893 25.7 %
Net loss ratio44.6%66.7%(22.1 pts)
Underwriting expense ratio (1)
31.2%29.5%1.7 pts
(1) In our December 31, 2019 report on Form 10-K, underwriting, policy acquisition and operating expenses in 2019 included a provision for U.S. federal income taxes of $1.1 million for SPCs at Inova Re that have elected to be taxed as U.S. taxpayers (see Footnote 2). Since this tax provision was included as a component of underwriting, policy acquisition and operating expenses in 2019, it was also included in the calculation of the underwriting expense ratio, which increased the 2019 ratio by 1.4 percentage points. Beginning in 2020, this tax provision is now presented as a separate line on our Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense as these U.S. federal income taxes do not represent underwriting expenses of the SPCs. We have recast prior periods to conform to this new presentation, including the calculation of the underwriting expense ratio.
(2) Represents the provision for U.S. federal income taxes for SPCs at Inova Re, which have elected to be taxed as a U.S. corporation under Section 953(d) of the Internal Revenue Code. U.S. federal income taxes are included in the total SPC net results and are paid by the individual SPCs.
(3) Represents the net (profit) loss attributable to external cell participants.
(4) Represents our share of the net profit (loss) of the SPCs in which we participate.


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Premiums Written
Premiums in our Segregated Portfolio Cell Reinsurance segment are assumed from either our Workers' Compensation Insurance or Specialty P&C segments. Premium volume is driven by five primary factors: (1) the amount of new business written, (2) retention of the existing book of business, (3) premium rates charged on the renewal book of business and, for workers' compensation business, (4) changes in payroll exposure and (5) audit premium.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$72,843 $87,140 $(14,297)(16.4 %)
Less: Ceded premiums written8,684 9,501 (817)(8.6 %)
Net premiums written$64,159 $77,639 $(13,480)(17.4 %)
Gross Premiums Written
Gross premiums written reflected reinsurance premiums assumed by component as follows:
Year Ended December 31
($ in thousands)20202019Change
Workers' compensation$66,725 $79,799 $(13,074)(16.4 %)
Healthcare professional liability6,118 6,860 (742)(10.8 %)
Other 481 (481)nm
Gross Premiums Written$72,843 $87,140 $(14,297)(16.4 %)
Gross premiums written for the years ended December 31, 2020 and 2019 were primarily comprised of workers' compensation coverages assumed from our Workers' Compensation Insurance segment. The decrease in gross premiums written in 2020 as compared to 2019 primarily reflected the competitive workers’ compensation market conditions and the resulting renewal rate decreases of 4%, retention losses and a decrease in audit premium. The decrease in the retention rate during 2020 includes the impact of a reduction in premium funding for a large workers' compensation alternative market program. We do not participate in this program; therefore, the reduction in premium funding had no effect on the segment results for the year ended December 31, 2020. Healthcare professional liability gross premiums written decreased during 2020 as compared to 2019 due to retention losses driven by the loss of a large Senior Care policy that chose to utilize self-insurance, partially offset by new business (see previous discussion under the heading "Gross Premiums Written" in our Segment Results - Specialty Property & Casualty section). We retained 100% of the 22 workers' compensation programs and 3 healthcare professional liability programs up for renewal during 2020. During the second quarter of 2020, we added one new alternative market program at Inova Re with $1.1 million in premiums written during the year ended December 31, 2020.
Our workers’ compensation premiums written were impacted by reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19, and we expect continued downward pressure in future quarters on our workers' compensation premium resulting from further reductions in insured payroll exposure; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted.

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New business, audit premium, retention and renewal price changes for the assumed workers' compensation premium is shown in the table below:
Year Ended December 31
($ in millions)20202019
New business$3.7 $3.8 
Audit premium (including EBUB)$(0.1)$2.0 
Retention rate (1)
84 %91 %
Change in renewal pricing (2)
(4 %)(5 %)
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
Ceded Premiums Written
Ceded premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Ceded premiums written$8,684 $9,501 $(817)(8.6 %)
For comparative purposes, we havethe workers' compensation business, each SPC has in place its own external reinsurance arrangements. The healthcare professional liability business is assumed net of reinsurance from our Specialty P&C segment; therefore, there are no ceded premiums related to the healthcare professional liability business reflected in the table above. The risk retention for each loss occurrence for the workers' compensation business ranges from $0.3 million to $0.4 million based on the program, with limits up to $119.7 million. In addition, each program has aggregate reinsurance coverage between $1.1 million and $2.1 million on a program year basis. Per the SPC external reinsurance agreements, premiums are ceded on a written premium basis. The decrease in ceded premiums written in 2020, as compared to 2019, primarily reflected the decrease in workers' compensation gross premiums written, partially offset by an increase in reinsurance rates for programs with renewal dates on or after May 1, 2020. External reinsurance rates vary based on the alternative market program.
Ceded Premiums Ratio
Ceded premiums ratio was as follows:
Year Ended December 31
20202019Change
Ceded premiums ratio13.0 %11.9 %1.1  pts
The above table reflects ceded premiums as a percent of gross premiums written for the workers' compensation business only; healthcare professional liability business is assumed net of reinsurance, as discussed above. The ceded premiums ratio reflects the weighted average reinsurance rates of all SPC programs. The increase in the ceded premiums ratio for the year ended December 31, 2020 primarily reflects an increase in reinsurance rates for programs renewing on or after May 1, 2020 and the reduction in premium funding for a large workers' compensation alternative market program (see previous discussion under the heading "Gross Premiums Written"). The reinsurance costs associated with this program are fixed, which resulted in an increase in the ceded ratio.

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Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that the SPCs cede to external reinsurers. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Policies ceded to the SPCs are twelve month term policies and premiums are earned on a pro rata basis over the policy period. Net premiums earned also include premium adjustments related to the audit of workers' compensation insureds' payrolls. Payroll audits are conducted subsequent to the end of the policy period and any related adjustments are recorded as fully earned in the current period.
Gross, ceded and net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$75,112 $88,304 $(13,192)(14.9 %)
Less: Ceded premiums earned8,760 9,741 (981)(10.1 %)
Net premiums earned$66,352 $78,563 $(12,211)(15.5 %)
The decrease in net premiums earned during the year ended December 31, 2020 primarily reflected the pro rata effect of a reduction in net premiums written during the preceding twelve months, including the reduction in premium funding for the large workers' compensation alternative market program (see previous discussion under the heading "Gross Premiums Written").
Net Investment Income and Net Realized Investment Gains (Losses)
Net investment income for the years ended December 31, 2020 and 2019 was primarily attributable to interest earned on available-for-sale fixed maturity investments, which primarily includes investment-grade corporate debt securities. We recognized $3.1 million of net realized investment gains for the year ended December 31, 2020, which primarily reflected an increase in the fair value on our equity portfolio due to an improvement in the global financial markets since the first quarter of 2020, which was depressed due to the onset of COVID-19. We recognized $4.0 million of net realized investment gains for the year ended December 31, 2019 driven by changes in the fair value of our equity portfolio.
Losses and Loss Adjustment Expenses
The following table summarizes the calendar year net loss ratios by separating losses between the current accident year and all prior accident years. The current accident year net loss ratio reflected the aggregate loss ratio for all programs. Loss reserves are estimated for each program on a quarterly basis. Due to the size of some of the programs, quarterly loss results can create volatility in the current accident year net loss ratio to fluctuate significantly from period to period.
For the year ended December 31, 2019, our Segregated Portfolio Cell Reinsurance segment net loss ratios were affected by a $10 million reserve that an SPC at Eastern Re established during the second quarter of 2019. This SPC had previously assumed an errors and omissions liability policy that provides coverage for losses up to a lifetime maximum of $10 million from a captive insurer unaffiliated with ProAssurance. During the second quarter of 2019, a claim was filed under this policy that met the lifetime maximum limit and, accordingly, a $10 million reserve was recorded. We do not participate in the SPC that assumed this policy; therefore, these losses were attributable to the external cell participants as reflected in the SPC dividend expense (income) and had no effect on our Segregated Portfolio Cell Reinsurance segment results for the prior periodsyear ended December 31, 2019. Given the significance of this event, we have removed the impact of the policy from each of the ratios below (as shown in the same manner. SPC dividend expensecolumns labeled "Adjusted") in order to assist in the comparability between periods. Calendar year and current accident year net loss ratios for the years ended December 31, 2020 and 2019 was $5.0as follows:
Year Ended December 31
20202019Change
As reportedAs reportedE&O reserve impactAdjustedAs reportedAdjusted
Calendar year net loss ratio44.6 %66.7 %12.3  pts54.4 %(22.1  pts)(9.8  pts)
Less impact of prior accident years on the net loss ratio(25.0 %)(12.9 %)—  pts(12.9 %)(12.1  pts)(12.1  pts)
Current accident year net loss ratio69.6 %79.6 %12.3  pts67.3 %(10.0  pts)2.3  pts

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Excluding the impact of the errors and omissions liability policy, as previously discussed and as shown in the table above, the current accident year net loss ratio increased 2.3 percentage points in 2020 as compared to 2019, primarily reflecting the continuation of intense price competition and the resulting renewal rate decreases, partially offset by overall favorable claim trends in the 2020 accident year. As a result of the COVID-19 pandemic, legislative and regulatory bodies in certain states have changed or are considering changes to compensability requirements and presumptions for certain types of workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Calendar year ceded incurred losses (excluding IBNR) decreased $10.2 million for the year ended December 31, 2020 as compared to 2019. Current accident year ceded incurred losses (excluding IBNR) decreased $8.9 million for the year ended December 31, 2020 as compared to 2019. The decrease in ceded incurred losses reflects lower severity-related claim activity during 2020 and, on a calendar year basis, favorable development on prior year reinsured claims.
We recognized net favorable prior year reserve development of $16.5 million and $3.2$10.1 million for the years ended December 31, 20172020 and 2016,2019, respectively. See further information on our SPCsThe net favorable prior year reserve development for 2020 included $12.1 million related to the workers’ compensation business, which primarily reflected overall favorable trends in our Workers' Compensation segment results section underclaim closing patterns in the heading "Underwriting,2014 through 2019 accident years. In addition, net favorable prior year reserve development in 2020 included $4.4 million related to the healthcare professional liability business.
Underwriting, Policy Acquisition and Operating Expense."Expenses
Our Segregated Portfolio Cell Reinsurance segment underwriting, policy acquisition and operating expenses were comprised as follows:
Interest
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$19,636 $21,717 $(2,081)(9.6 %)
Other underwriting and operating expenses1,073 1,484 (411)(27.7 %)
Total$20,709 $23,201 $(2,492)(10.7 %)
DPAC amortization primarily represents ceding commissions, which vary by program and are paid to our Workers' Compensation Insurance and Specialty P&C segments for premiums assumed. Ceding commissions include an amount for fronting fees, commissions, premium taxes and risk management fees, which are reported as an offset to underwriting, policy acquisition and operating expenses within our Workers' Compensation Insurance and Specialty P&C segments. In addition, ceding commissions paid to our Workers' Compensation Insurance segment include cell rental fees which are recorded as other income within our Workers' Compensation Insurance segment.
Other underwriting and operating expenses primarily include bank fees, professional fees and bad debt expense. The decrease in other underwriting and operating expenses for the year ended December 31, 2020 as compared to 2019 primarily reflected recoveries of premiums receivables previously written off, which resulted in an adjustment to our allowance for expected credit losses.
Underwriting Expense Ratio (the Expense Ratio)
The underwriting expense ratio included the impact of the following:
Year Ended December 31
20202019Change
Underwriting expense ratio, as reported31.2 %29.5 %1.7  pts
Less: impact of audit premium on expense ratio0.1 %(0.7 %)0.8  pts
Underwriting expense ratio, excluding the effect of audit premium31.1 %30.2 %0.9  pts
Excluding the effect of audit premium, the underwriting expense ratio primarily reflected the weighted average ceding commission percentage of all SPC programs. The increase in the expense ratio for the year ended December 31, 2020 as compared to 2019 was driven by the effect of a reduction in net premiums earned, as previously discussed. Additionally, the increase in the expense ratio in 2020 reflected the impact of the reduction in premium funding for a large workers'

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compensation alternative market program as the ceding commissions associated with this program are fixed and do not vary directly with changes in premium (see previous discussion under the heading "Gross Premiums Written").
SPC U.S. Federal Income Tax Expense
Interest expenseThe SPCs at Inova Re have made a 953(d) election under the U.S. Internal Revenue Code and are subject to U.S. federal income tax. U.S. federal income taxes incurred totaled $1.7 million and $1.1 million for the years ended December 31, 20172020 and 2016, respectively, was comprised as follows:
 Year Ended December 31
($ in thousands)2017 2016 Change
Senior Notes due 2023$13,429
 $13,429
 $
 %
Revolving Credit Agreement (including fees and amortization)2,974
 1,564
 1,410
 90.2%
Mortgage Loans (including amortization)65
 
 65
 nm
(Gain)/loss on interest rate cap339
 
 339
 nm
Other37
 39
 (2) (5.1%)
Interest expense$16,844
 $15,032
 $1,812
 12.1%
Interest expense increased during 2017 as compared to 2016 driven primarily by an2019, respectively. The increase in our weighted average outstanding debt, which was $421 millionthe federal income tax provision for the year ended December 31, 2017,2020 as compared to $351 million2019 reflects an increase in taxable income for the same respective periodInova Re SPCs.

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Segment Results - Lloyd's Syndicates
Our Lloyd's Syndicates segment includes the results from our participation in certain Syndicates at Lloyd's of London. In addition to our participation in Syndicate results, we have investments in and other obligations to our Lloyd's Syndicates consisting of a Syndicate Credit Agreement and FAL requirements. For the 2020 underwriting year, our FAL was comprised of investment securities and cash and cash equivalents deposited with Lloyd's which at December 31, 2020 had a fair value of approximately $106.2 million, as discussed in Note 3 of the Notes to Consolidated Financial Statements. During the third quarter of 2020, we received a return of approximately $32.3 million of cash and cash equivalents from our FAL balances given the reduction in our participation in the results of Syndicate 1729 for the 2020 underwriting year to 29% from 61%.
We normally report results from our involvement in Lloyd's Syndicates on a quarter lag, except when information is available that is material to the current period. Furthermore, the investment results associated with our FAL investments and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame.
Lloyd's Syndicate 1729. We provide capital to Syndicate 1729, which covers a range of property and casualty insurance and reinsurance lines in both the U.S. and international markets. The remaining capital for Syndicate 1729 is provided by unrelated third parties, including private names and other corporate members. As previously discussed, we decreased our participation in the results of Syndicate 1729 for the 2020 underwriting year to reduce our exposure and the associated earnings volatility. Due to the quarter lag, this reduced participation was not reflected in our results until the second quarter of 2020. Syndicate 1729 had a maximum underwriting capacity of £135 million (approximately $185 million based on December 31, 2020 exchange rates) for the 2020 underwriting year, of which £39 million (approximately $53 million based on December 31, 2020 exchange rates) was our allocated underwriting capacity. To support and grow our core insurance operations, we decreased our participation in the results of Syndicate 1729 for the 2021 underwriting year to 5% from 29% which, due to the quarter lag, will not be reflected in our results until the second quarter of 2021. Syndicate 1729's maximum underwriting capacity for the 2021 underwriting year is £185 million (approximately $253 million based on December 31, 2020 exchange rates), of which £9 million (approximately $13 million based on December 31, 2020 exchange rates) is our allocated underwriting capacity.
Lloyd's Syndicate 6131. We provide capital to an SPA, Syndicate 6131, which focuses on contingency and specialty property business, primarily for risks within the U.S. as well as international markets. For the 2020 underwriting year, we were the sole (100%) capital provider to Syndicate 6131 which had a maximum underwriting capacity of £12 million (approximately $16 million based on December 31, 2020 exchange rates). As an SPA, Syndicate 6131 underwrites on a quota share basis with Syndicate 1729. Effective July 1, 2020, Syndicate 6131 entered into a six-month quota share reinsurance agreement with an unaffiliated insurer. Under this agreement, Syndicate 6131 ceded essentially half of the premium assumed from Syndicate 1729 to the unaffiliated insurer; the agreement was non-renewed on January 1, 2021 and we decreased our participation in the results of Syndicate 6131 to 50% from 100% for the 2021 underwriting year. Due to the quarter lag, this reduced participation will not be reflected in our results until the second quarter of 2021. Syndicate 6131's maximum underwriting capacity for the 2021 underwriting year is £20 million (approximately $27 million based on December 31, 2020 exchange rates), of which £10 million (approximately $14 million based on December 31, 2020 exchange rates) is our allocated underwriting capacity.

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In addition to the results of our participation in Lloyd's Syndicates, as discussed above, our Lloyd's Syndicates segment also includes 100% of the results of our wholly owned subsidiaries that support our operations at Lloyd's. For the years ended December 31, 2020 and 2019, the results of our Lloyd's Syndicates segment were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$84,718 $110,905 $(26,187)(23.6 %)
Ceded premiums written(17,066)(23,802)6,736 (28.3 %)
Net premiums written$67,652 $87,103 $(19,451)(22.3 %)
Net premiums earned$77,226 $80,671 $(3,445)(4.3 %)
Net investment income4,128 4,551 (423)(9.3 %)
Net realized gains (losses)988 768 220 28.6 %
Other income (loss)51 (573)624 108.9 %
Net losses and loss adjustment expenses(50,216)(47,369)(2,847)6.0 %
Underwriting, policy acquisition and operating expenses(30,136)(34,711)4,575 (13.2 %)
Income tax benefit (expense)29 — 29 nm
Segment results$2,070 $3,337 $(1,267)(38.0 %)
Net loss ratio65.0 %58.7 %6.3 pts
Underwriting expense ratio39.0 %43.0 %(4.0 pts)
Premiums Written
Changes in our premium volume within our Lloyd's Syndicates segment are driven by five primary factors: (1) changes in our participation in the Syndicates, (2) the amount of new business and the channels in which the business is written, (3) our retention of existing business, (4) the premium charged for business that is renewed, which is affected by rates charged and by the amount and type of coverage an insured chooses to purchase and (5) the timing of premium written through multi-period policies.
Gross Premiums Written
Gross premiums written in 2020 consisted of property insurance coverages (39% of total gross premiums written), casualty coverages (30%), catastrophe reinsurance coverages (13%), specialty property coverages (11%), contingency coverages (4%) and property reinsurance coverages (3%). The decrease in gross premiums written in 2020 as compared to 2019 was driven by our decreased participation in the results of Syndicate 1729, partially offset by volume increases on renewal business and renewal pricing increases, primarily on property insurance and casualty coverages, as well as new business written, also primarily property insurance and casualty coverages. In addition, gross premiums written in 2020 included a binder adjustment on a prior year of account, which reduced written and earned premium in the current period. See further discussion on these binder adjustments in our Critical Accounting Estimates section under the heading "Lloyd's Premium Estimates."
Ceded Premiums Written
Syndicate 1729 utilizes reinsurance to provide the capacity to write larger limits of liability on individual risks, to provide protection against catastrophic loss and to provide protection against losses in excess of policy limits. As previously discussed, for the second half of 2020 Syndicate 6131 utilized external quota share reinsurance to manage the net loss exposure on the specialty property and contingency coverages it assumed from Syndicate 1729 by ceding essentially half of the premium assumed to an unaffiliated insurer; this agreement was non-renewed on January 1, 2021. Due to the quarter lag, the effect of this reinsurance arrangement was not reflected in our results until the fourth quarter of 2020. Ceded premiums written decreased for the year ended December 31, 2020 as compared to 2019 primarily driven by our decreased participation in the results of Syndicate 1729 and, to a lesser extent, the effect of a revision to the Syndicates' estimates of premiums due to reinsurers during the first quarter of 2019. The decrease in ceded premiums written in 2020 as compared to 2019 was partially offset by the impact of premiums ceded under Syndicate 6131's six-month quota share agreement and, to a lesser extent, an increase in estimated reinsurance reinstatement premiums of $1.2 million during the average interest ratefourth quarter of 2020 triggered by certain property and catastrophe related losses exceeding specified levels in the reinsurance agreement.

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Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that the Syndicates cede to reinsurers for their assumption of a portion of losses. Premiums written through open-market channels are generally earned pro rata over the entire policy period, which is predominately twelve months, whereas premiums written through delegated underwriting authority arrangements are earned over twenty-four months. Therefore, net premiums earned is affected by shifts in the mix of policies written between the open-market and delegated underwriting authority arrangements. Additionally, net premiums earned consists of a mix of policies earned from different open underwriting years. As previously discussed, we participate to a varying degree in each open underwriting year which may cause fluctuations in premiums earned. Furthermore, fluctuations in premiums earned tend to lag those of premiums written. Premiums for certain policies and assumed reinsurance contracts are reported subsequent to the coverage period and/or may be subject to adjustment based on the outstanding borrowings under our Revolving Credit Agreement. In addition, interest expenseloss experience. These premium adjustments are earned when reported, which can result in further fluctuation in earned premium.
Gross, ceded and net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$98,990 $101,222 $(2,232)(2.2 %)
Less: Ceded premiums earned21,764 20,551 1,213 5.9 %
Net premiums earned$77,226 $80,671 $(3,445)(4.3 %)
The decrease in gross premiums earned for the year ended December 31, 2017 included2020 as compared to 2019 was driven by our decreased participation in Syndicate 1729, which was not reflected in our results until the changesecond quarter of 2020 and, to a lesser extent, a binder adjustment which reduced both written and earned premium in fair value recognized on the interest rate cap entered intocurrent period (see previous discussion under the heading "Gross Premiums Written"). The decrease in gross premiums earned in 2020 was partially offset by the pro rata effect of higher premiums written at the Syndicates during the preceding twelve months, primarily property insurance and casualty coverages.
The increase in ceded premiums earned during 2020 as compared to 2019 was driven by the aforementioned reinstatement premiums earned of $1.2 million during the fourth quarter of 2017. The interest rate cap is designated as an economic hedge of interest rate risk associated with our variable rate Mortgage Loans. See further discussion of our outstanding debt in Note 9 and further discussion of our interest rate cap agreement in Note 10 of the Notes to Consolidated Financial Statements.


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Taxes
Tax expense allocated to our Corporate segment includes U.S. tax only, which would include U.S. tax expense incurred from our corporate membership in Lloyd's of London. The U.K. tax expense incurred by the U.K. based subsidiaries of our Lloyd's Syndicate segment is allocated to that segment. Consolidated tax expense reflects tax expense of both segments, as shown in the table below:
 Year Ended
December 31
(In thousands)2017 2016
Corporate segment income tax expense (benefit)$21,927
 $24,736
Lloyd's Syndicate segment income tax expense (benefit)(568) 384
Consolidated income tax expense (benefit)$21,359
 $25,120
Factors affecting our consolidated effective tax rate include the following:
 Year Ended
December 31
 2017 2016
Statutory rate35.0% 35.0%
Tax-exempt income*(6.5%) (5.6%)
Tax credits(18.0%) (15.6%)
Non-U.S. operating results0.7% (1.0%)
Excess tax benefit on share-based compensation(2.1%) %
Change in federal corporate tax rate5.1% %
Change in limitation of future deductibility of certain executive compensation2.7% %
Other(0.3%) 1.5%
Effective tax rate16.6% 14.3%
* Includes tax-exempt interest, dividends received deduction and change in cash surrender value of BOLI.
Our effective tax rate for 2017 and 2016 was 16.6% and 14.3%, respectively, and differs from the statutory federal income tax rate primarily due to a portion of our investment income being tax-exempt, the utilization of tax credits transferred to us from our tax credit partnership investments and the impact of the remeasurement of our deferred tax assets and liabilities as a result of the enactment of the TCJA in 2017.
As previously discussed, the TCJA was signed into law on December 22, 2017. Under current accounting guidance, the effects of changes in tax rates and laws are recognized in the period in which the new legislation is enacted. Due to the enactment of the TCJA in 2017, we remeasured our deferred tax assets and liabilities based on the new corporate tax rate and recognized a charge of $6.5 million to income tax expense for the year ended December 31, 2017, which resulted in a 5.1% increase to our effective tax rate in 2017. Additionally, we made a reasonable estimate of the effects on our existing deferred tax asset balances at December 31, 2017 as it relates to the limitation on the future deductibility of certain executive compensation and recorded a provisional charge to income tax expense of $3.5 million, which resulted in a 2.7% increase to our effective tax rate in 2017. Any future guidance addressing the effects of the TCJA on executive compensation could result in a change to this provisional amount. See further discussion on the impact of the TCJA under the heading "Deferred Taxes" in our Critical Accounting Estimates section.
Tax credits utilized were $23.1 million for 2017 as compared to $27.5 million for 2016. The reducing effect of tax credits on the effective tax rate was greater in 2017 due to lower pre-tax income in 2017 as compared to 2016. As previously discussed, the enactment of the TCJA in 2017 lowered the corporate tax rate effective January 1, 2018. While the enactment of the TCJA will not impact the amount of the tax credits we will receive, we expect the future utilization of our tax credits to take longer than in previous years due to the lower corporate tax rate.
One additional item of note impacting our effective tax rate in 2017 was the excess tax benefit on share-based compensation that resulted from the application of revised accounting guidance, which was effective January 1, 2017 and resulted in a 2.1% reduction to our effective tax rate in 2017. Under the revised accounting guidance, the difference between the income tax deduction, which is based upon the fair market value of share-based awards and the time of vesting, and the compensation cost recognized in the financial statements, which is based upon the fair market value of the share-based awards


90


on the date of grant, is to be recognized as income tax expense (benefit) in the current period rather than an adjustment to OCI as was required under the previous guidance. See Note 1 of the Notes to Consolidated Financial Statements for further discussion on the adoption of the guidance.



91


Results of Operations - Year Ended December 31, 2016 Compared to Year Ended December 31, 2015
Selected consolidated financial data for each period is summarized in the table below.
 Year Ended December 31
($ in thousands, except per share data)2016 2015 Change
Revenues:      
Net premiums written$738,533
 $709,285
 $29,248
 
Net premiums earned$733,281
 $694,149
 $39,132
 
Net investment result94,250
 112,342
 (18,092) 
Net realized investment gains (losses)34,875
 (41,639) 76,514
 
Other income7,808
 7,227
 581
 
Total revenues870,214
 772,079
 98,135
 
       
Expenses:      
Losses and loss adjustment expenses515,242
 456,862
 58,380
 
Reinsurance recoveries(72,013) (46,151) (25,862) 
Net losses and loss adjustment expenses443,229
 410,711
 32,518
 
Underwriting, policy acquisition and operating expenses227,610
 217,064
 10,546
 
Segregated portfolio cells dividend expense (income)8,142
 853
 7,289
 
Interest expense15,032
 14,596
 436
 
Total expenses694,013
 643,224
 50,789
 
Income before income taxes176,201
 128,855
 47,346
 
Income tax expense (benefit)25,120
 12,658
 12,462
 
Net income$151,081
 $116,197
 $34,884
 
Non-GAAP operating income$129,844
 $142,629
 $(12,785) 
Earnings per share:      
Basic$2.84
 $2.12
 $0.72
 
Diluted$2.83
 $2.11
 $0.72
 
Non-GAAP operating earnings per share:      
Basic$2.44
 $2.60
 $(0.16) 
Diluted$2.43
 $2.59
 $(0.16) 
Net loss ratio60.4% 59.2% 1.2
pts
Underwriting expense ratio31.0% 31.3% (0.3)pts
Combined ratio91.4% 90.5% 0.9
pts
Operating ratio77.8% 74.8% 3.0
pts
Effective tax rate14.3% 9.8% 4.5
pts
Return on equity8.0% 5.6% 2.4
pts
In all tables that follow, that abbreviation "nm" indicates that the information or the percentage change is not meaningful.




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Executive Summary of Operations
The following sections provide an overview of our consolidated and segment results of operations for the year ended December 31, 2016 as compared to 2015. See the Segment Operating Results sections that follow for additional information regarding each segment's operating results.

Revenues
Our consolidated and segment net premiums earned were as follows:
 Year Ended December 31
($ in thousands)2016 2015 Change
Net Premiums Earned       
Specialty P&C$457,816
 $443,313
 $14,503
 3.3%
Workers' Compensation220,815
 213,161
 7,654
 3.6%
Lloyd's Syndicate54,650
 37,675
 16,975
 45.1%
Consolidated total$733,281
 $694,149
 $39,132
 5.6%
Consolidated net premiums earned increased in 2016 as compared to 2015 driven by increases in net premiums earned from both our Lloyd's Syndicate segment and our Specialty P&C segment. The increase from our Specialty P&C segment was primarily due to $11.8 million in premium earned from a novation entered into during the fourth quarter of 2016 (see further discussion in our Segment Operating Results - Specialty Property & Casualty section that follows).
The following table shows our consolidated net investment result:
 Year Ended December 31
($ in thousands)2016 2015 Change
Net investment income$100,012
 $108,660
 $(8,648) (8.0%)
Equity in earnings (loss) of unconsolidated subsidiaries(5,762) 3,682
 (9,444) (256.5%)
Net investment result$94,250
 $112,342
 $(18,092) (16.1%)
The decrease in our consolidated net investment result in 2016 was primarily attributable to an $11.5 million reduction in earnings from our fixed income portfolio, which reflected both lower average investment balances and lower yields, and a reduction in earnings from our unconsolidated subsidiaries. The reduction in earnings from our unconsolidated subsidiaries was primarily attributable to an acceleration of the recognition of tax credit partnership operating losses for 2016, partially offset by higher reported earnings from our investments in LP/LLCs. Operating losses on our tax credit partnerships were partially offset by reductions in our tax provision.
We had net realized investment gains of $34.9 million in 2016 as compared to net realized investment losses of $41.6 million in 2015. OTTI recognized in earnings were $9.8 million in 2016 and $15.3 million in 2015.




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Expenses
The following table shows our consolidated and segment net loss ratios:
 Year Ended December 31
($ in millions)2016 2015 Change
Current accident year net loss ratio      
Consolidated ratio80.1% 82.4% (2.3)pts
Specialty P&C88.6% 92.3% (3.7)pts
Workers' Compensation66.4% 67.1% (0.7)pts
Lloyd's Syndicate63.3% 66.8% (3.5)pts
Calendar year net loss ratio      
Consolidated ratio60.4% 59.2% 1.2
pts
Specialty P&C58.7% 56.4% 2.3
pts
Workers' Compensation63.6% 66.0% (2.4)pts
Lloyd's Syndicate62.4% 66.8% (4.4)pts
Favorable net loss development, prior accident years      
Consolidated$143.8
 $161.2
 $(17.4) 
Specialty P&C$137.2
 $159.0
 $(21.8) 
Workers' Compensation$6.1
 $2.2
 $3.9
 
Lloyd's Syndicate$0.5
 $
 $0.5
 
Our consolidated current accident year net loss ratio decreased 2.3 percentage points for the year ended December 31, 2016 as compared to 2015 driven by a lower net loss ratio in our Specialty P&C segment primarily due to changes in expected loss costs related to mass tort litigation2020 and, to a lesser extent, changes in the mixpro rata effect of business. The decrease in the consolidated current accident year net loss ratio was somewhat offset by a change in expense allocations, as discussed below.
Our consolidated calendar year net loss ratio was lower than our consolidated current accident year net loss ratio due to the recognition of net favorable loss development, as shown in the previous table.
Our consolidated and segment underwriting expense ratios were as follows:
 Year Ended December 31
 2016 2015 Change
Underwriting Expense Ratio      
Consolidated31.0% 31.3% (0.3)pts
Specialty P&C22.8% 23.8% (1.0)pts
Workers' Compensation31.9% 29.9% 2.0
pts
Lloyd's Syndicate41.8% 49.2% (7.4)pts
Corporate*4.2% 3.5% 0.7
pts
*There are no net premiums earned associated with the Corporate segment. Ratios shown are the contribution of the Corporate segment to the consolidated ratio (Corporate operating expenses divided by consolidated net premium earned).
The slight decrease in our 2016 consolidated expense ratio was primarily attributable to an increase in netwritten premiums earned forceded under reinsurance arrangements during the period, the effect of which was offset, to an extent, by an increase in underwriting expenses.
The primary components of the consolidated increase in underwriting, policy acquisition and operating expenses for 2016 were:
Increase in consolidated DPAC amortization by $8.8 million particularly in the Lloyd's Syndicate segment.
Increase in operating expenses in our Corporate segment by $6.3 million primarily related to costs associated with a pre-acquisition liability from a discontinued operation and an increase in share-based compensation expenses resulting from an adjustment of the projected award value based upon the improvement, in the period, of one of the performance metrics associated with a particular year's award.


94


Increase in operating expenses in our Workers' Compensation segment of $3.5 million primarily due to an increase in compensation and related benefit costs, state assessments and pension settlement charges.
There was a $5.4 million decrease in consolidated underwriting expenses in 2016 as compared to 2015 that reflected a current year change in how the management fee was considered and allocated to Losses and loss adjustment expenses. This change had a $5.4 million offsetting effect on consolidated losses and thus did not affect consolidated net income. Likewise, the change resulted in a 0.8 point decrease in our consolidated underwriting expense ratio which was completelypreceding twelve months, partially offset by a 0.8 point increaseour decreased participation in our consolidated net loss ratio. We believe this change better reflects the involvement of senior management at a corporate level and their oversight of the claims process at the segment level.Syndicate 1729.
Taxes
Our effective tax rate was 14.3% for the year ended December 31, 2016, as compared to our 2015 effective tax rate of 9.8%. The increase in the rate for the year ended December 31, 2016 was primarily due to net realized investment gains as compared to net realized investment losses during 2015.
Operating Ratio and Return on Equity
Our operating ratio (calculated as our combined ratio, less our investment income ratio) increased by 3.0 percentage points in the year ended December 31, 2016, which reflected a higher net loss ratio driven by a lower amount of prior year favorable development in our Specialty P&C segment and a lower investment ratio due to a decline in income from our fixed maturity securities.
ROE was 8.0% for the year ended December 31, 2016 and was 5.6% for the year ended December 31, 2015. The increase in 2016 was primarily due to net realized investment gains as compared to net realized investment losses during 2015.
Book Value per Share
We believe our commitment to share repurchases and the declaration of dividends are currently our most effective uses of capital even though, in the short-term, dividends and significant share repurchases above book value dampen growth in bookBook value per share.share is calculated as total shareholders' equity at the balance sheet date divided by the total number of common shares outstanding. This ratio measures the net worth of the Company to shareholders on a per share basis. Our book value per share at December 31, 20162020 as compared to December 31, 20152019 is shown in the following table.
Book Value Per Share
Book Value Per Share at December 31, 2019$28.11 
Increase (decrease) to book value per share during the year ended December 31, 2020 attributable to:
Dividends declared(0.46)
Net income (loss)(3.26)
OCI0.71 
Other *(0.06)
Book Value Per Share at December 31, 2020$25.04 
* Includes the impact of cumulative effect adjustments related to ASUs adopted during 2020 and the impact of share-based compensation.
 Book Value Per Share
Book Value Per Share at December 31, 2015$36.88
Increase (decrease) to book value per share during the year ended December 31, 2016 attributable to: 
Dividends declared(5.93)
Cumulative repurchase of shares(0.47)
Capital management activities(6.40)
Net income2.84
Decrease in AOCI(0.12)
Other0.58
Book Value Per Share at December 31, 2016$33.78




9577


Non-GAAP Financial Measures
Non-GAAP operating income (loss) is a financial measure that is widely used to evaluate performance within the insurance sector. In calculating Non-GAAP operating income (loss), we have excluded the after-tax effects of the items listed in the following table that do not reflect normal operating results. We believe Non-GAAP operating income (loss) presents a useful view of the performance of our insurance operations, however it should be considered in conjunction with net income (loss) computed in accordance with GAAP.
The following table is a reconciliation of net income (loss) to Non-GAAP operating income:income (loss):
Year Ended December 31
(In thousands, except per share data)20202019
Net income (loss)$(175,727)$1,004 
Items excluded in the calculation of Non-GAAP operating income (loss):
Net realized investment (gains) losses(15,678)(59,874)
Net realized gains (losses) attributable to SPCs which no profit/loss is retained (1)
2,436 3,144 
Goodwill impairment161,115 — 
Guaranty fund assessments (recoupments)97 43 
Pre-tax effect of exclusions147,970 (56,687)
Tax effect, at 21% (2)
16 11,904 
After-tax effect of exclusions147,986 (44,783)
Non-GAAP operating income (loss)$(27,741)$(43,779)
Per diluted common share:
Net income (loss)$(3.26)$0.02 
Effect of exclusions2.74 (0.83)
Non-GAAP operating income (loss) per diluted common share$(0.52)$(0.81)
 Year Ended December 31
(In thousands, except per share data)2016 2015
Net income$151,081
 $116,197
Items excluded in the calculation of Non-GAAP operating income:   
Net realized investment (gains) losses(34,875) 41,639
Net realized gains (losses) attributable to SPCs which no profit/loss is retained (1)
2,049
 (1,192)
Guaranty fund assessments (recoupments)153
 218
Pre-tax effect of exclusions(32,673)
40,665
Tax effect, at 35% (2)
11,436
 (14,233)
Non-GAAP operating income$129,844

$142,629
Per diluted common share:   
Net income$2.83
 $2.11
Effect of exclusions(0.40) 0.48
Non-GAAP operating income per diluted common share$2.43

$2.59
(1) Net realized investment gains (losses) on investments related to our SPCs are recognized in the earnings of our Corporate segment and the portion of earnings related to theSegregated Portfolio Cell Reinsurance segment. SPC results, including any realized gain or loss, net of our participation, is distributed backthat are attributable to external cell participants are reflected in the cells through our SPC dividend expense (income). To be consistent with our exclusion of net realized investment gains (losses) recognized in earnings, we are excluding the portion of net realized investment gains (losses) that is included in the SPC dividend expense (income). which is attributable to the external cell participants.
(2) The 35%21% rate above is the annual expected incrementalstatutory tax rate associated with the taxable or tax deductible items listed.listed above. The effectivetaxes associated with the net realized investment gains (losses) related to SPCs in our Segregated Portfolio Cell Reinsurance segment are paid by the individual SPCs and are not included in our consolidated tax provision or net income (loss); therefore, both the net realized investment gains (losses) from our Segregated Portfolio Cell Reinsurance segment and the adjustment to exclude the portion of net realized investment gains (losses) included in the SPC dividend expense (income) in the table above are not tax effected. The portion of the 2020 goodwill impairment loss that is tax deductible was tax affected at the statutory tax rate applied to these items in calculating net(21%). The remaining portion of the 2020 goodwill impairment loss is not tax deductible and therefore had no associated income during 2016 and 2015 was 14.3% and 9.8%, respectively.

tax benefit.


9678


Segment Operating Results - Specialty Property & Casualty
Our Specialty P&C segment focuses on professional liability insurance and medical technology liability insurance as discussed in Note 1516 of the Notes to Consolidated Financial Statements. Specialty P&C segment operatingSegment results reflectreflected pre-tax underwriting profit or loss from these insurance lines, exclusive of investmentlines. Segment results which are included in our Corporate segment. Segment operating results were $90.1 million for the year ended December 31, 2016 and $92.1 million for the same respective period of 2015, and included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$451,019 $495,750 $(44,731)(9.0 %)
Net premiums earned$477,365 $499,058 $(21,693)(4.3 %)
Other income3,908 5,796 (1,888)(32.6 %)
Net losses and loss adjustment expenses(470,074)(532,485)62,411 (11.7 %)
Underwriting, policy acquisition and operating expenses(109,599)(120,310)10,711 (8.9 %)
Segment results$(98,400)$(147,941)$49,541 (33.5 %)
Net loss ratio98.5 %106.7 %(8.2  pts)
Underwriting expense ratio23.0 %24.1 %(1.1  pts)
 Year Ended December 31
($ in thousands)2016 2015 Change
Net premiums written$458,681
 $442,126
 $16,555
 3.7%
        
Net premiums earned$457,816
 $443,313
 $14,503
 3.3%
Other income5,306
 4,561
 745
 16.3%
Net losses and loss adjustment expenses(268,579) (250,168) (18,411) 7.4%
Underwriting, policy acquisition and operating expenses(104,333) (105,574) 1,241
 (1.2%)
Segregated portfolio cells dividend (expense) income(144) 
 (144) nm
Segment operating results$90,066
 $92,132
 $(2,066) (2.2%)
        
Net loss ratio58.7% 56.4% 2.3
pts
Underwriting expense ratio22.8% 23.8% (1.0)pts
Premiums Written
Changes in our premium volume within our Specialty P&C segment are driven by four primary factors: (1) the amount of new business written, (2) our retention of existing business, (3) the premium charged for business that is renewed, which is affected by rates charged and by the amount and type of coverage an insured chooses to purchase and (4) the timing of premium written through multi-period policies. In addition, premium volume may periodically be affected by shifts in the timing of renewals between periods. The healthcare professional liability market, which accounts for a majority of the revenues in this segment, remains challenging as physicians continue joining hospitals or larger group practices and are thus no longer purchasing insuranceindividual or group policies in the standard market. In addition, some competitors have chosen to compete primarily on price; both factors may impact our ability to write new business and retain existing business. Furthermore, the insurance and reinsurance markets have historically been cyclical, characterized by extended periods of intense price competition and other periods of reduced competition. The professional liability area has been particularly affected by these cycles. Underwriting cycles are generally driven by an excess of capacity available and actively pursuing business that is deemed profitable. Changes in the frequency and severity of losses may affect the cycles of the insurance and reinsurance markets significantly. During “soft markets” where price competition is high and underwriting profits are poor, growth and retention of business become challenging which may result in reduced premium volumes.
As a result of COVID-19, we continue to experience downward pressure on our premium volume resulting from new business disruptions. We have also experienced reductions in exposure due to insureds moving to part-time as a result of a general reduction in non-COVID-19 healthcare consumption and suspension of elective medical procedures. However, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted. In an effort to provide premium relief for insureds adversely impacted by the COVID-19 pandemic and to adjust for changes in exposures we granted premium credits totaling $4.1 million during the year ended December 31, 2020.
Gross, ceded and net premiums written were as follows:
Year Ended December 31Year Ended December 31
($ in thousands)2016 2015 Change($ in thousands)20202019Change
Gross premiums written$535,725
 $526,296
 $9,429
 1.8%Gross premiums written$522,911 $577,700 $(54,789)(9.5 %)
Less: Ceded premiums written77,044
 84,170
 (7,126) (8.5%)Less: Ceded premiums written71,892 81,950 (10,058)(12.3 %)
Net premiums written$458,681
 $442,126
 $16,555
 3.7%Net premiums written$451,019 $495,750 $(44,731)(9.0 %)


9779


Gross Premiums Written
During the second quarter of 2020, we reorganized our presentation of gross premiums written by component and related metrics below to better align with the current internal management reporting structure within the segment. All prior period information has been recast to conform to the current period presentation.
Gross premiums written by component were as follows:
Year Ended December 31
($ in thousands)20202019Change
Professional Liability
HCPL
Standard Physician(1)(10)
Twelve month term$208,993 $217,110 $(8,117)(3.7 %)
Twenty-four month term8,314 26,863 (18,549)(69.1 %)
Total Standard physician217,307 243,973 (26,666)(10.9 %)
Specialty
Custom Physician(2)(10)
64,367 86,743 (22,376)(25.8 %)
Hospitals and Facilities(3)(10)
49,244 47,454 1,790 3.8 %
Senior Care(4)(10)
6,300 21,484 (15,184)(70.7 %)
Reinsurance (assumed)14,467 11,805 2,662 22.5 %
Loss portfolio transfers (retroactive)(5)
 900 (900)nm
Total Specialty134,378 168,386 (34,008)(20.2 %)
Total HCPL351,685 412,359 (60,674)(14.7 %)
Small Business Unit(6)
100,061 106,355 (6,294)(5.9 %)
Tail Coverages(5)(7)
34,767 21,724 13,043 60.0 %
Total Professional Liability486,513 540,438 (53,925)(10.0 %)
Medical Technology Liability(8)
35,563 35,128 435 1.2 %
Other(9)
835 2,134 (1,299)(60.9 %)
Total$522,911 $577,700 $(54,789)(9.5 %)
(1)Standard Physician premium was our greatest source of premium revenues in both 2020 and 2019 and is predominately comprised of twelve month term policies. The decrease in twelve month term policies in 2020 was driven by retention losses and, to a lesser extent, premium credits granted as a result of the COVID-19 pandemic, partially offset by an increase in renewal pricing, conversion of twenty-four month term policies and, to a lesser extent, new business written. In addition, twelve month term policies in 2020 included adjustments related to loss sensitive policies which increased written and earned premium. Renewal pricing increases in 2020 reflect the rising loss cost environment and new business written reflects the impact of lower submissions as a result of the COVID-19 pandemic as well as general market conditions. The lower retention for 2020 is largely attributable to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy, improved contract terms and a willingness to walk away from business that does not fit our goal of achieving a long-term underwriting profit. In addition, we have implemented a targeted state strategy to reassess our underwriting appetite in certain unprofitable states which impacted our retention rate in the current period. We will continue to perform a detailed evaluation of venues, specialties and other areas to improve our underwriting results. These strategies resulted in our non-renewal of several large policies totaling $8.7 million in 2020. We anticipate a lower than average level of retention to persist as we continue to reevaluate certain states and books of business and set our rates to reflect our observations of higher severity trends. Standard Physician premium also includes twenty-four month term premiums that were offered to physician insureds in one selected jurisdiction. The decrease in twenty-four month term premiums in 2020 primarily reflected the normal cycle of renewals (policies subject to renewal in 2020 were previously written in 2018, rather than in 2019). In addition, the decrease in twenty-four month term premiums also reflected our re-underwriting of the majority of renewed policies to twelve month term policies, as we ceased offering twenty-four month term policies beginning in the second quarter of 2020.
(2)Custom Physician premium includes large complex physician groups, multi-state physician groups and non-standard physicians and is written primarily on an excess and surplus lines basis. The decrease in premium in 2020 was driven by retention losses due to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy, improved contract terms and a willingness to walk away from business that does not fit our goal of achieving a

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 Year Ended December 31
($ in thousands)2016 2015 Change
Professional liability       
Physicians (1)(7)
       
Twelve month term$344,150
 $345,363
 $(1,213) (0.4%)
Twenty-four month term21,869
 29,707
 (7,838) (26.4%)
Total Physicians366,019
 375,070
 (9,051) (2.4%)
Healthcare facilities (2)(7)
59,361
 36,840
 22,521
 61.1%
Other healthcare providers (3)(7)
33,353
 32,503
 850
 2.6%
Legal professionals (4)
25,351
 27,879
 (2,528) (9.1%)
Tail coverages (5)
18,092
 19,520
 (1,428) (7.3%)
Total professional liability502,176
 491,812
 10,364
 2.1%
Medical technology liability (6)
33,067
 33,237
 (170) (0.5%)
Other482
 1,247
 (765) (61.3%)
Total$535,725
 $526,296
 $9,429
 1.8%
long-term underwriting profit. Included in these retention losses is a large national healthcare account that did not renew on terms offered by us during the second quarter of 2020 which resulted in a $9.0 million decrease in Custom Physician premium and, as a result, a decrease to our Specialty retention rate of 4 percentage points; this account exercised its contractual option to purchase extended reporting endorsement or "tail" coverage (see further discussion in footnote 7 that follows). We anticipate retention rates to begin to normalize going forward as we substantially completed our re-underwriting efforts as of the end of 2020, except for a few large accounts that were renewed on a two-year term in 2019 that will be carefully evaluated in 2021. The decrease in Custom Physician premium in 2020 as compared to 2019 also reflects net timing differences of $1.9 million related to the prior year renewal of two policies, partially offset by an increase in renewal pricing and, to a lesser extent, new business written. Renewal pricing increases in 2020 reflect the rising loss cost environment and new business written reflects the impact of lower submissions as a result of the COVID-19 pandemic as well as general market conditions.
(3)Hospitals and Facilities premium (which includes hospitals, surgery centers and miscellaneous medical facilities) increased in 2020 as compared to 2019 primarily due to an increase in renewal pricing and, to a lesser extent, new business written, including the addition of two policies totaling $3.2 million, partially offset by retention losses. Renewal pricing increases in 2020 reflect rate increases and contract modifications that we believe are appropriate given the current loss environment and new business written reflects lower submissions as a result of COVID-19 as well as general market conditions. Retention losses in 2020 were driven by our decision not to renew certain products and the loss of two large policies totaling $4.3 million. As we have substantially completed our re-underwriting efforts on certain books of business as of the end of the third quarter of 2020, we anticipate retention rates to begin to normalize going forward.
(4)Senior Care premium includes facilities specializing in long term residential care primarily for the elderly ranging from independent living through skilled nursing. Our Senior Care premium decreased in 2020 as compared to 2019 primarily due to retention losses, partially offset by new business written. Retention losses in 2020 were driven by our decision not to renew certain classes of Senior Care business based on our expectations of poor loss performance, including our non-renewal of two large policies totaling $7.2 million. As of the end of the third quarter of 2020, we have completed our re-underwriting efforts on certain books of business and anticipate retention rates to begin to normalize going forward.
(5)We offer custom alternative risk solutions including loss portfolio transfers for healthcare entities who, most commonly, are exiting a line of business, changing an insurance approach or simply preferring to transfer risk. In the third quarter of 2019, we entered into a loss portfolio transfer with a regional hospital group which resulted in $0.9 million of retroactive premium written and fully earned in 2019 (see further discussion in footnote 7 that follows).
(6)Our Small Business Unit is primarily comprised of premium associated with podiatrists, legal professionals, dentists and chiropractors. Our Small Business Unit premium decreased in 2020 as compared to 2019 driven by retention losses and, to a lesser extent, reductions in exposure of $2.0 million primarily due to our insureds moving to part-time as a result of a general reduction in non-COVID-19 healthcare consumption, partially offset by new business written and, to a lesser extent, an increase in renewal pricing. The increase in renewal pricing in 2020 was primarily the result of an increase in the rate charged for certain renewed policies in select states.
(7)We offer extended reporting endorsement or "tail" coverage to insureds who discontinue their claims-made coverage with us, and we also periodically offer tail coverage through stand-alone policies. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. The amount of tail coverage premium written can vary significantly from period to period. The increase in 2020 as compared to 2019 was due to a large national healthcare account that exercised its contractual option to purchase tail coverage which resulted in $14.3 million of one-time premium written and fully earned in the second quarter of 2020, somewhat offset by the tail coverage provided in connection with the aforementioned third quarter 2019 loss portfolio transfer.
(8)Our Medical Technology Liability business is marketed throughout the U.S.; coverage is typically offered on a primary basis, within specified limits, to manufacturers and distributors of medical technology and life sciences products including entities conducting human clinical trials. In addition to the previously listed factors that affect our premium volume, our Medical Technology Liability premium is impacted by the sales volume of insureds. Our Medical Technology Liability premium remained relatively unchanged in 2020 as compared to 2019 as retention losses and renewal pricing decreases were offset by new business written. New business written in 2020 reflects the addition of a few COVID-19 related policies. Retention losses in 2020 are primarily attributable to an increase in competition on terms and pricing. Renewal pricing decreases in 2020 are primarily due to changes in the sales volume of certain insureds, including changes in COVID-19 related exposure on several renewing policies.
(9)This component of gross premiums written includes all other product lines within our Specialty P&C segment. The decrease in 2020 was due to the effect of our non-renewal of a $1.5 million specialty contractual liability policy.

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(10)Certain components of our gross premiums written include alternative market premiums. We currently cede either all or a portion of the alternative market premium, net of reinsurance, to three SPCs of our wholly owned Cayman Islands reinsurance subsidiaries, Inova Re and Eastern Re, which are reported in our Segregated Portfolio Cell Reinsurance segment (see further discussion in the Ceded Premiums Written section that follows). The portion not ceded to the SPCs is retained within our Specialty P&C segment.
Year Ended December 31
($ in millions)20202019Change
Standard Physician$1.6 $1.4 $0.2 14.3 %
Custom Physician0.1 0.2 (0.1)(50.0 %)
Hospitals and Facilities0.2 — 0.2 nm
Senior Care5.2 6.2 (1.0)(16.1 %)
Total$7.1 $7.8 $(0.7)(9.0 %)
The decrease in alternative market gross premiums written in 2020 as compared to 2019 was due to retention losses driven by the loss of a $1.4 million Senior Care policy that chose to utilize self-insurance, slightly offset by policy endorsements.
We are committed to a rate structure that will allow us to fulfill our obligations to our insureds, while generating competitive long-term returns for our shareholders. Our pricing continues to be based on expected losses as indicated by our historical loss data and available industry loss data. In recent years, this practice has resulted in gradual rate increases and we anticipate further rate increases due to indications of increasing loss severity. Additionally, the pricing of our business includes the effects of filed rates, surcharges and discounts. Renewal pricing also reflects changes in our exposure base, deductibles, self-insurance retention limits and other policy terms and conditions.
The change in renewal pricing for our Specialty P&C segment, including by major component, was as follows:
(1)
Physician policies were our greatest source of premium revenues in both 2016 and 2015. The decline in twelve month term policies in 2016 was primarily due to retention losses, including the non-renewal of a few large policies in 2016, and the shifting of certain policies from a twelve month term to a twenty-four month term, largely offset by new business written. We offer twenty-four month term policies to our physician insureds in one selected jurisdiction. The net decline in twenty-four month premium, as compared to 2015, primarily reflected the normal cycle of renewals (policies subject to renewal in 2016 were previously written in 2014 rather than in 2015).Year Ended December 31
2020
Specialty P&C segment9%
HCPL
(2)Standard Physician(1)
Our healthcare facilities premium (which includes hospitals, surgery centers and other facilities) increased in 2016 primarily due to new business written, which includes premiums written in our SPCs (see discussion in footnote 7 below). In addition, the increase also reflected a novation agreement entered into during the fourth quarter of 2016. A novation represents a legal replacement of one insurer by another extinguishing the ceding entity's liability to the policyholder. The novation resulted in approximately $11.8 million of one-time gross premiums written and earned at the inception of the agreement as all the underlying loss events covered by the policy occurred in the past. The increase was partially offset by retention losses, including the non-renewal of one large policy in the first quarter of 2016.
11%
(3)Specialty(1)
Our other healthcare providers are primarily dentists, chiropractors and allied health professionals.15%
Total HCPL12%
(4)Small Business Unit(1)
Our legal professionals policies are primarily individual and small group policies in select areas4%
Medical Technology Liability(1)
(1%)
(1) See Gross Premiums Written section for further explanation of practice. The decline in 2016 was primarily due to retention losses, partially offset by new business written. Retention losses were primarily driven by an increasechanges in renewal pricing in certain jurisdictions as well as stricter underwriting standards.pricing.
(5)
We offer extended reporting endorsement or "tail" coverage to insureds who discontinue their claims-made coverage with us, and we also periodically offer tail coverage through custom policies. The amount of tail coverage premium written can vary widely from period to period.
(6)
Our medical technology liability business is marketed throughout the U.S.; coverage is offered on a primary basis, within specified limits, to manufacturers and distributors of medical technology and life sciences products including entities conducting human clinical trials. In addition to the previously listed factors that affect our premium volume, our medical technology liability premium volume is impacted by the sales volume of insureds. The slight decline in 2016 was primarily driven by retention losses and, to a lesser extent, a decrease in the rate charged for certain renewed policies, almost entirely offset by new business written.
(7)
During 2016, we expanded our alternative market solutions by writing new healthcare premium in certain SPCs. We added approximately $4.1 million in healthcare professional liability premium during the year ended 2016 which included $1.2 million written in our physicians line of business, $2.9 million in our healthcare facilities line of business and a nominal amount written in our other healthcare providers line of business. All or a portion of the premium written was ceded to the SPCs at our wholly owned Cayman Islands reinsurance subsidiary, Eastern Re. Under the SPC structure, the net operating results of each cell, net of any participation we have taken in the SPCs, are due to the external owners of that cell. Our Specialty P&C segment does not currently participate in the cells that write HCPL premium, and therefore retains no underwriting profit or loss. However, we receive ceding commissions on the


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premium written which totaled $0.7 million during the year ended December 31, 2016. Additional information regarding the SPCs is included in the Underwriting, Policy Acquisition and Operating Expense section that follows.
New business written by major component on a direct basis was as follows:
Year Ended December 31
(In millions)20202019
HCPL
Standard Physician$2.9 $9.2 
Specialty9.0 25.0 
Total HCPL11.9 34.2 
Small Business Unit4.6 4.2 
Medical Technology Liability6.5 4.2 
Total$23.0 $42.6 

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 Year Ended December 31
(In millions)2016 2015
Physicians$32.8
 $23.0
Healthcare facilities17.4
 5.9
Other healthcare providers3.4
 2.3
Legal professionals3.8
 4.5
Medical technology liability5.1
 3.7
Total$62.5
 $39.4
WeFor our Specialty P&C segment, we calculate our retention rate as annualized renewed premium divided by all annualized premium subject to renewal. Retention rates areis affected by a number of factors. We may lose insureds to competitors or to alternative insurance mechanisms such as risk retention groups or self-insurance entities (often when physicians join hospitals or large group practices) or due to pricing or other issues. We may choose not to renew an insured as a result of our underwriting evaluation. Insureds may also terminate coverage because they have left the practice of medicine for various reasons, principally for retirement, death or disability, but also for personal reasons.
Retention for our Specialty P&C segment, including by major component, was as follows:
Year Ended December 31
20202019
Specialty P&C segment79 %86 %
HCPL
Standard Physician(1)
82 %87 %
Specialty(1)
65 %70 %
Total HCPL76 %81 %
Small Business Unit(1)
90 %92 %
Medical Technology Liability(1)
85 %88 %
(1) See Gross Premiums Written section for further explanation of retention decline in 2020.
 Year Ended December 31
 2016 2015
Physicians88% 89%
Healthcare facilities*79% 85%
Other healthcare providers85% 85%
Legal professionals78% 78%
Medical technology liability85% 81%
* See Gross Premiums Written section above for further explanation of retention decline in 2016.
The pricing of our business includes the effects of filed rates, surcharges and discounts. We continue to base our pricing on expected losses, as indicated by our historical loss data and available industry loss data. We are committed to a rate structure that will allow us to fulfill our obligations to our insureds, while generating competitive returns for our shareholders.
Changes in renewal pricing by component was as follows:

Year Ended December 31
2016
Physicians%
Healthcare facilities*6%
Other healthcare providers*1%
Legal professionals5%
Medical technology liability*(1%)
* The changes in renewal pricing shown are also reflective of changes in our exposure base, deductibles, self-insurance retention limits and other policy terms.
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Ceded Premiums Written
Ceded premiums represent the amounts owed to our reinsurers for their assumption of a portion of our losses. ThroughFor our currentHCPL and Medical Technology Liability excess of loss reinsurance arrangements in effect prior to October 1, 2020, we generally retained the first $1 million in risk insured by us and ceded coverages in excess of this amount. Effective October 1, 2020, we generally retain the first $1$2 million in risk insured by us and cede coverages in excess of this amount. For our medical technology liabilityHCPL coverages, we will also retain 20%from 0% to 14.5% of the next $9.0$24 million of risk for coverages in excess of $1.0$2 million. For our Medical Technology Liability treaty which also renewed effective October 1, 2020, we also retain 2.5% of the next $8 million of risk for coverages in excess of $2 million. These changes in terms for both our HCPL and Medical Technology Liability treaties resulted in a reduction to the gross rate paid for the treaty year effective October 1, 2020. We pay our reinsurers a ceding premium in exchange for their accepting the risk, and in certain of our excess of loss arrangements, the ultimate amount of which is determined by the loss experience of the business ceded, subject to certain minimum and maximum amounts.
Ceded premiums written for the years ended December 31, 2016 and 2015 were as follows:
Year Ended December 31
($ in thousands)20202019Change
Excess of loss reinsurance arrangements (1)
$33,070 $35,014 $(1,944)(5.6 %)
Other shared risk arrangements (2)
28,765 33,976 (5,211)(15.3 %)
Premium ceded to SPCs (3)
6,118 6,860 (742)(10.8 %)
Other ceded premiums written3,227 3,266 (39)(1.2 %)
Adjustment to premiums owed under reinsurance agreements, prior accident years, net (4)
712 2,834 (2,122)(74.9 %)
Total ceded premiums written$71,892 $81,950 $(10,058)(12.3 %)
 Year Ended December 31
($ in thousands)2016 2015 Change
Excess of loss reinsurance arrangements (1)
$30,037
 $32,627
 $(2,590) (7.9%)
Premium ceded to Syndicate 1729 (2)
23,832
 24,718
 (886) (3.6%)
Other shared risk arrangements (3)
26,737
 24,401
 2,336
 9.6%
Other ceded premiums written3,521
 3,542
 (21) (0.6%)
Reduction in premiums owed under reinsurance agreements, prior accident years, net (4)
(7,083) (1,118) (5,965) 533.5%
Total ceded premiums written$77,044

$84,170
 $(7,126) (8.5%)
(1)
We generally reinsure risks under our excess of loss reinsurance arrangements pursuant to which the reinsurers agree to assume all or a portion of all risks that we insure above our individual risk retention levels, up to the maximum individual limits offered. The decrease in ceded premiums written under our excess of loss reinsurance arrangements during 2016 was primarily due to more favorable contract terms on our 2015 core treaty which renewed in October 2016 with similar terms.
(2)
As previously discussed, we are a 58% participant in Syndicate 1729 and record our pro rata share of its operating results in our Lloyd's Syndicate segment on a quarter delay. We also record the cession within the Specialty P&C segment on a quarter delay as the amounts are not material and this permits the cession to be reported by both the Lloyd's Syndicate segment and the Specialty P&C segment in the same reporting period. As our premiums are earned, we recognize the related ceding commission income which reduces underwriting expense by offsetting DPAC amortization. The related ceding commission income was approximately 27% of ceded premiums written. For our consolidated results, eliminations of the inter-segment portion (58% of the Specialty P&C cession) of the transactions are also recorded on a quarter delay.
(3)
We have entered into various shared risk arrangements, including quota share, fronting, and captive arrangements, with certain large healthcare systems and other insurance entities. While we cede a large portion of the premium written under these arrangements, they provide us an opportunity to grow net premium through strategic partnerships. The increase in 2016 was primarily driven by growth in our Ascension Health and CAPAssurance programs.
(4)
Given the length of time that it takes to resolve our claims, many years may elapse before all losses recoverable under a reinsurance arrangement are known. As a part of the process of estimating our loss reserve we also make estimates regarding the amounts recoverable under our reinsurance arrangements. As previously discussed, the premiums ultimately ceded under our excess of loss reinsurance arrangements are subject to the losses ceded under the arrangements. In both 2016 and 2015, on a net basis, we reduced our estimate of expected losses and associated recoveries for prior year ceded losses, as well as our estimate of ceded premiums owed to reinsurers. Changes to estimates of premiums ceded related to prior accident years are fully earned in the period the changes in estimates occur.

(1)We generally reinsure risks under our excess of loss reinsurance arrangements pursuant to which the reinsurers agree to assume all or a portion of all risks that we insure above our individual risk retention levels, up to the maximum individual limits offered. Premium due to reinsurers also fluctuates with the volume of written premium subject to cession under the arrangement. In certain of our excess of loss reinsurance arrangements, the premium due to the reinsurer is determined by the loss experience of that business reinsured, subject to certain minimum and maximum amounts. The decrease in ceded premiums written under our excess of loss reinsurance arrangements in 2020 as compared to 2019 primarily reflected a decrease in the overall volume of gross premiums written subject to cession and, to a lesser extent, certain of our reinsurance arrangements reaching maximum limits eligible for cession on treaty years effective October 1, 2017 and 2018. The decrease in ceded premiums written in 2020 also reflected the reduced rate on the treaty year effective October 1, 2020, partially offset by the effect of changes to both minimum and maximum limits for the treaty year effective October 1, 2019.

(2)We have entered into various shared risk arrangements, including quota share, fronting and captive arrangements, with certain large healthcare systems and other insurance entities. These arrangements include our Ascension Health and CAPAssurance programs. While we cede a large portion of the premium written under these arrangements, they provide us an opportunity to grow net premium through strategic partnerships. Effective October 1, 2020, our arrangement with CAPAssurance was mutually dissolved as a result of our pending acquisition with NORCAL and their concentration in the state of California. The decrease in ceded premiums written under our shared risk arrangements in 2020 as compared to 2019 was primarily due to a decrease in premium ceded to our Ascension Health program, our non-renewal of two large policies in certain of our other shared risk arrangements and, to a lesser extent, the aforementioned dissolution of our arrangement with CAPAssurance.
(3)As previously discussed, as a part of our alternative market solutions, all or a portion of certain healthcare premium written is ceded to SPCs in our Segregated Portfolio Cell Reinsurance segment under either excess of loss or quota share reinsurance agreements, depending on the structure of the individual program. See the Segment Results - Segregated Portfolio Cell Reinsurance section for further discussion on the cession to the SPCs from our Specialty P&C segment. The decrease in premiums ceded to SPCs during 2020 as compared to 2019 was primarily due to the loss of one large Senior Care policy (see discussion in footnote 10 under the heading "Gross Premiums Written").


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(4)Given the length of time that it takes to resolve our claims, many years may elapse before all losses recoverable under a reinsurance arrangement are known. As a part of the process of estimating our loss reserve we also make estimates regarding the amounts recoverable under our reinsurance arrangements. As previously discussed, the premiums ultimately ceded under certain of our excess of loss reinsurance arrangements are subject to the losses ceded under the arrangements. As part of the review of our reserves during 2020 and 2019, we increased our estimate of expected losses and associated recoveries for prior year ceded losses, as well as our estimate of ceded premiums owed to reinsurers; however, this increase was lower in 2020 as compared to 2019 due to reaching the maximum level of premium due under certain prior year excess of loss arrangements. Changes to estimates of premiums ceded related to prior accident years are fully earned in the period the changes in estimates occur.
Ceded Premiums Ratio
As shown in the table below, our ceded premiums ratio was affected in both 20162020 and 20152019 by revisions to our estimate of premiums owed to reinsurers related to coverages provided in prior accident years.
Year Ended December 31
 20202019Change
Ceded premiums ratio, as reported13.7 %14.2 %(0.5  pts)
Less the effect of adjustments in premiums owed under reinsurance agreements, prior accident years (as previously discussed)0.1 %0.5 %(0.4  pts)
Ratio, current accident year13.6 %13.7 %(0.1  pts)
 Year Ended December 31
 2016 2015 Change
Ceded premiums ratio, as reported14.4% 16.0% (1.6)pts
Less the effect of reduction in premiums owed under reinsurance agreements, prior accident years (as previously discussed)(1.3%) (0.2%) (1.1)pts
Ratio, current accident year15.7% 16.2% (0.5)pts
The decrease in the current accident year ceded premiums ratio forFor the year ended December 31, 2016 was primarily attributable to more favorable treaty terms in our excess of loss reinsurance arrangements and2020 the effect of an increase in premium volume driven by a fourth quarter 2016 novation (as discussed above under the heading "Gross Premiums Written"). This reduction to theceded premiums ratio was partially offset by an increase in premium ceded under our shared risk arrangements.relatively unchanged as compared to 2019.


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Net Premiums Earned
Net premiums earned were as follows:
 Year Ended December 31
($ in thousands)2016 2015 Change
Gross premiums earned$535,931
 $528,118
 $7,813
 1.5%
Less: Ceded premiums earned78,115
 84,805
 (6,690) (7.9%)
Net premiums earned$457,816
 $443,313
 $14,503
 3.3%
Net premiums earned consist of gross premiums earned less the portion of earned premiums that we cede to our reinsurers for their assumption of a portion of our losses. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Generally, our policies carry a term of one year, but as discussed above,year; however, prior to the third quarter of 2020, we writewrote certain Standard Physician policies with a twenty-four month term, and certaina few of our medical technology liabilityMedical Technology Liability policies carryhave a multi-year term. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. Retroactive coverage premiums are 100% earned at the inception of the contract, as all of the associated underlying loss events occurred in the past. Additionally, any ceded premium changes due to changes to estimates of premiums owed under reinsurance agreements for prior accident years are fully earned in the period of change.
Net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$551,822 $580,796 $(28,974)(5.0 %)
Less: Ceded premiums earned74,457 81,738 (7,281)(8.9 %)
Net premiums earned$477,365 $499,058 $(21,693)(4.3 %)
The increasedecrease in gross premiums earned in 20162020 as compared to 2019 was driven by a large novation during the fourth quarter 2016, as discussed above under the heading "Gross Premiums Written", partially offset by the pro rata effect of a decrease in the lower physician premiumsvolume of written premium during the preceding twelve months.months, predominantly in our Specialty line of business, due to our re-underwriting efforts. The decrease in gross premiums earned also reflects the effect of a prior year loss portfolio transfer which resulted in $2.7 million of one-time premium written and fully earned in 2019 (see previous discussion in footnotes 5 and 7 under the heading "Gross Premiums Written"). The decrease in gross premiums earned in 2020 was somewhat offset by premium adjustments related to loss sensitive policies which increased earned premium by $2.9 million and decreased earned premium by $1.6 million in 2019. In addition, the decrease in gross premiums earned was largely offset by $14.3 million of one-time premium written and fully earned in the second quarter of 2020 associated with the tail coverage purchased by a large national healthcare account (see previous discussion in footnote 7 under the heading "Gross Premiums Written").
The decrease in ceded premiums earned during 2020 as compared to 2019 reflected the effect of adjustments made during 2020 and 2019 to ceded premiums owed under reinsurance agreements related to prior accident year losses. After removing the effect of prior accident year ceded premium adjustments from both years, ceded premiums reductions were $6.0earned decreased $5.2 million higher in 2016 than2020 as compared to 2019. The remaining decrease was driven by the pro rata effect of a decrease in 2015 (see discussionpremium ceded under our shared risk and excess of loss arrangements during the heading "Ceded Premiums Written").preceding twelve months.









10186


Losses and Loss Adjustment Expenses
The determination of calendar year losses involves the actuarial evaluation of incurred losses for the current accident year and the actuarial re-evaluation of incurred losses for prior accident years, including an evaluation of the reserve amounts required for losses in excess of policy limits.ECO/XPL losses.
Accident year refers to the accounting period in which the insured event becomes a liability of the insurer. For claims-made policies, which represent over 90%the majority of the premiums written in our Specialty P&C segment, the insured event generally becomes a liability when the event is first reported to the insurer.us. For occurrence policies, the insured event becomes a liability when the event takes place. For retroactive coverages, the insured event becomes a liability at inception of the underlying contract. We believe that measuring losses on an accident year basis is the best measure of the underlying profitability of the premiums earned in that period, since it associates policy premiums earned with the estimate of the losses incurred related to those policy premiums.
The following table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Additionally, the table shows our current accident year net loss ratio wasratios were affected by revisions to our estimate of premiums owed to reinsurers related to coverages provided in prior accident years. NetThe net loss ratios for 2016 and 2015 compareour Specialty P&C segment were as follows:
Net Loss Ratios (1)
Year Ended December 31
20202019Change
Calendar year net loss ratio98.5 %106.7 %(8.2  pts)
Less impact of prior accident years on the net loss ratio(5.7 %)1.2 %(6.9  pts)
Current accident year net loss ratio104.2 %105.5 %(1.3  pts)
Less estimated ratio increase (decrease) attributable to:
Ceded premium adjustments, prior accident years (2)
0.2 %0.6 %(0.4  pts)
Current accident year net loss ratio, excluding the effect of prior year ceded premium (3)
104.0 %104.9 %(0.9  pts)
 
Net Loss Ratios (1)
 Year Ended December 31
 2016 2015 Change
Calendar year net loss ratio58.7% 56.4% 2.3
pts
Less impact of prior accident years on the net loss ratio(29.9%) (35.9%) 6.0
pts
Current accident year net loss ratio88.6 % 92.3 % (3.7)pts
Less estimated ratio increase (decrease) attributable to:      
Ceded premium reductions, prior accident years (2)
(1.4%) (0.2%) (1.2)pts
Current accident year net loss ratio, excluding the effect of prior year ceded premium (3)
90.0 % 92.5 % (2.5)pts
(1)Net losses, as specified, divided by net premiums earned.
(2)During 2020 and 2019, we increased the premiums owed under reinsurance agreements for prior accident years which decreased net premiums earned (the denominator of the current accident year ratio). See the discussion in the Premiums section for our Specialty P&C segment under the heading "Ceded Premiums Written" for additional information.
(3)The current accident year net loss ratio, excluding the effect of prior year ceded premium adjustments (as shown in the table above), decreased 0.9 percentage points as compared to 2019. The change in the current accident year net loss ratio was primarily attributable to the following:
(1)
(In percentage points)
Net losses, as specified, divided by net premiums earned.Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
(2)
Large national healthcare account
Reductions to premiums owed under reinsurance agreements for prior accident years increased net premiums earned (the denominator of the current accident year ratio) in both 2016 and 2015. See the discussion in the Premiums section for our Specialty P&C segment under the heading "Ceded Premiums Written" for additional information.
2.9 pts
(3)
COVID-19 reserve
The decrease2.2 pts
Change in DDR reserve adjustment(1.5 pts)
All other, net(4.5 pts)
Decrease in the current accident year net loss ratio, primarily reflected changes in expected loss costs related to mass tort litigation and, to a lesser extent, changes in the mix of business. While we increased our reserves related to mass tort litigation in both 2016 and 2015 the increase was substantially less in 2016, resulting in approximately 1.9 percentage points of the decrease. Slightly offsetting the decrease by approximately 0.4 percentage points wasexcluding the effect of a novation (net premiums earned at a high loss ratio) entered into during the fourth quarter 2016. Additional information regarding the novation is included in the Premiums section for our Specialty P&C segment under the heading "Gross Premiums Written."prior year ceded premium(0.9 pts)
Our current accident year net loss ratio in 2020 and 2019 was impacted by a large national healthcare account. In 2019, we increased our reserve estimates for this account's claims-made policy during the fourth quarter of 2019 based on our in-depth review of our current accident year reserve which we believed best reflected emerging data at that time. In addition, we recognized a PDR of $9.2 million during the fourth quarter of 2019 related to this account which increased current accident year net losses. The PDR represented an estimated premium deficiency associated with the unearned premium of this account's claims-made policy as of the end of 2019. During 2020, this PDR was amortized back into current accident year net losses which offset the impact of the losses incurred in 2020 associated with the earned premium related to this account's claims-made policy. During the second quarter of 2020, the policy

87

term associated with this account's claims-made policy expired. This account did not renew on terms offered by us and the insured exercised its contractual option to purchase the extended reporting endorsement or "tail" coverage resulting in a net underwriting loss of $45.7 million in 2020. The net impact of this large national healthcare account resulted in a 2.9 percentage point increase in our current accident year net loss ratio in 2020 as compared to 2019. Also during the second quarter of 2020, we established a $10 million reserve for COVID-19; no adjustment has been made to this reserve since the second quarter of 2020. This reserve represents our best estimate of ultimate COVID-19 related losses based on currently available information and reported incidents, and accounted for a 2.2 percentage point increase in our current accident year net loss ratio in 2020. As a result of our actuarial analysis performed at the end of 2019, we increased our reserves related to DDR coverage endorsements which accounted for approximately 1.5 percentage points of the decrease in the current accident year net loss ratio in 2020 as compared to 2019; no adjustment was made to these reserves in 2020. After removing the impact of the large national healthcare account in both 2020 and 2019, the 2020 COVID-19 reserve and actuarial adjustment to our DDR reserves in 2019, our current accident year net loss ratio in 2020 improved 4.5 percentage points primarily reflecting the impact of decreases in certain loss ratios during 2020 and, to a lesser extent, the effect of changes in premium adjustments related to loss sensitive policies (see previous discussion under the heading "Net Premiums Earned"). The decreases in loss ratios during 2020 were primarily in our Standard Physician, Specialty and Small Business Unit lines of business as a result of our re-underwriting efforts and focus on rate adequacy.
We re-evaluate our previously established reserve each quarter based upon the most recently completed actuarial analysis supplemented by any new analysis, information or trends that have emerged since the date of that study. We also take into account currently available industry trend information. We continue to see elevated loss severity in the broader medical professional liability industry and are observing indications of these increased severity trends in our paid loss data. While we have established a reserve for COVID-19 related losses, we have also observed a significant reduction in claims frequency as compared to 2019, some of which is likely associated with the COVID-19 pandemic and the disruption of the court systems; however, we have remained cautious in recognizing these favorable frequency trends in our current accident year reserve due to the possibility of delays in reporting and uncertainty surrounding the length and severity of the pandemic.
We recognized net favorable lossprior year reserve development of $27.5 million for the year ended December 31, 2020 as compared to net unfavorable prior year reserve development of $5.7 million for the year ended December 31, 2019. Favorable development recognized during 2020 principally related to accident years 2014 through 2017. Net unfavorable prior year reserve development in 2019 included $51.5 million of unfavorable reserve development related to our previously established reserve of $137.2 million and $159.0 millionreserves for the previously mentioned large national healthcare account that has experienced losses far exceeding the assumptions we made when underwriting the account, beginning in 2016; unfavorable development recognized during 2019 related to accident years 2016 through 2018. Excluding the unfavorable development related to this account, the Specialty P&C segment recognized favorable prior year reserve development totaling $45.8 million in 2019. Prior accident year development recognized for years ended December 31, 20162020 and 2015, respectively. The net favorable loss development2019 included a reduction in 2016 and 2015 included $12.0our reserve for potential ECO/XPL claims of $4.0 million and $11.8$0.3 million, respectively,respectively. Development recognized in both 2020 and 2019 also included favorable prior year reserve development attributable to our medical technology liability line of business and $9.4of $8.6 million and $1.0$13.3 million, respectively, attributable to our legal professionals liability line of business. We re-evaluate our previously established reserve each quarter based on our most recently available claims data and currently available industry trend information. Development recognized during 2016 principally related to accident years 2008 through 2014. Development recognized during 2015 principally related to accident years 2008 through 2012.respectively.
A detailed discussion of factors influencing our recognition of loss development is included in our Critical Accounting Estimates section under the heading "Reserve for Losses and Loss Adjustment Expenses." Assumptions used in establishing our reserve are regularly reviewed and updated by management as new data becomes available. Any adjustments necessary are reflected in the then current operations. Due to the size of our reserve, even a small percentage adjustment to the assumptions can have a material effect on our results of operations for the period in which the change is made, as was the case in both 20162020 and 2015.2019.



102


Underwriting, Policy Acquisition and Operating Expenses
Our Specialty P&C segment Underwriting,underwriting, policy acquisition and operating expenses for 2016the years ended December 31, 2020 and 20152019 were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$53,562 $56,604 $(3,042)(5.4 %)
Management fees6,136 6,742 (606)(9.0 %)
Other underwriting and operating expenses49,901 56,964 (7,063)(12.4 %)
Total$109,599 $120,310 $(10,711)(8.9 %)

88

 Year Ended December 31
($ in thousands)2016 2015 Change
Specialty P&C segment:       
DPAC amortization$45,019
 $45,459
 $(440) (1.0%)
Management fees6,447
 6,931
 (484) (7.0%)
Other underwriting and operating expenses52,867
 53,184
 (317) (0.6%)
Total$104,333
 $105,574
 $(1,241) (1.2%)
DPAC amortization decreased $0.4 million in 2016during the year ended December 31, 2020 as compared to 2015. The2019 driven by a decrease is primarily due toin earned premium, excluding the effect of the premium earned from the tail coverage associated with a $1.2large national healthcare account from the second quarter of 2020 as there were no deferred acquisition costs associated with the tail premium (see discussion under the heading "Gross Premiums Written"). In addition, the decrease in DPAC amortization reflected a decrease in brokerage expenses due to our non-renewal of certain products written on an excess and surplus lines basis in our Specialty line of business (see discussion under the heading "Gross Premiums Written") as well as a decrease in agent commissions and premium taxes due to a lower volume of premium written. Partially offsetting the decrease in DPAC amortization in 2020 was an increase in medical costs associated with employee health plans, one-time employee severance charges of $0.6 million increaseand, to a lesser extent, a decrease in ceding commission income, which is an offset to expense. Increases in commission expense, related to business written byfrom certain of our independent agents offsets increases in ceding commission income and, for the period, reduced the increase in ceding commission income almost entirely.shared risk arrangements.
Management fees are charged pursuant to a management agreement by the Corporate segment to the operating subsidiaries within our Specialty P&C segment for services provided based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary. While the terms of the management agreement were consistent between 20162020 and 2015,2019, fluctuations in the amount of premium written by each subsidiary can result in corresponding variations in the management fee charged to each subsidiary during a particular period.
Other underwriting and operating expenses decreased slightly during 2016the year ended December 31, 2020 as compared to 2019 primarily driven by a decrease in various operational expenses resulting from incremental improvements over the past year including organizational structure enhancements and improved operating efficiencies. The decrease in operating expenses also reflected a reduction in travel-related costs of $3.3 million in 2020 as a result of the COVID-19 pandemic and, to a lesser extent, a reduction in employer contributions to the ProAssurance Savings Plan (see further discussion in Note 17 of the Notes to Consolidated Financial Statements). Furthermore, the decrease in operating expenses in 2020 as compared to 2019 also included a reduction in fees associated with no individually significant variancesa data analytics services agreement of $0.6 million driven by expense category.an amendment to the agreement executed during the fourth quarter of 2020 (see further discussion in Note 9 of the Notes to Consolidated Financial Statements). The decrease in 2020 was largely offset by one-time expenses of $3.4 million mainly comprised of early retirement benefits granted to certain employees in 2020 as well as expenses associated with the restructuring of our HCPL field office organization, consisting of employee severance charges and lease exit costs due to a reduction in physical office locations. The decrease in operating expenses in 2020 was also somewhat offset by an increase of $0.4 million in accrued paid time off due to lower employee utilization of vacation time likely associated with the COVID-19 pandemic.
Underwriting Expense Ratio (the Expense Ratio)
The underwritingOur expense ratio for the Specialty P&C segment reflectsfor the year ended December 31, 2020 as compared to 2019 was as follows:
 Year Ended December 31
 20202019Change
Underwriting expense ratio23.0 %24.1 %(1.1  pts)
The change in our expense ratio in 2020 as compared to 2019 was primarily attributable to the following:
(In percentage points)Increase (Decrease), 2020 versus 2019
Estimated ratio increase (decrease) attributable to:
Decrease in net premiums earned and DPAC amortization(1)
1.2 pts
One-time expenses0.8 pts
Travel-related cost savings due to COVID-19(0.7 pts)
Large national healthcare account tail policy premium(2)
(0.7 pts)
All other, net(1.7 pts)
Decrease in the underwriting expense ratio(1.1 pts)
(1) Excludes the large national healthcare account tail policy premium in 2020 and certain one-time expenses included in DPAC amortization of $0.6 million during 2020.
(2) See previous discussion under the heading "Gross Premiums Written"
The remaining decrease in our expense ratio during 2020 as compared to 2019 of 1.7 percentage points primarily reflected the impact of a decrease in 2016 as compared to 2015, as shown below:
 Year Ended December 31
 2016 2015 Change
Underwriting expense ratio22.8% 23.8% (1.0)pts
The decrease invarious operational expenses resulting from incremental improvements over the underwriting expense ratio for 2016 is primarily reflective of the effect of an increase in net earned premium, primarily attributable to a fourth quarter 2016 novation (as discussed in the Premiums section for our Specialty P&C segment under the heading "Gross Premiums Written"),past year including organizational structure enhancements and improved operating efficiencies and, to a lesser extent, by the effect of the previously discussed reduction in DPAC amortization.
Segregated Portfolio Cell Dividend Expense (Income)
During 2016 we expanded our alternative market solutions by writing HCPL premium in three SPCs at Eastern Re. Consistent with the SPC structure discussed in our Workers' Compensation segment, the net operating results of each cell, net of any participation we have taken in the SPCs, are dueemployer contributions to the external owners of that cell. Our Specialty P&C segment does not currently participate in the cells that write HCPL premium, and therefore retains no underwriting profit or loss. SPC dividend expense (income) was $0.1 million for 2016. There was no SPC dividend expense (income) for Specialty P&C during 2015. See the Underwriting, Policy Acquisition and Operating Expense section in our Workers' Compensation segment results for more information on our SPCs.






ProAssurance Savings Plan.


10389


Segment Operating Results - Workers' Compensation Insurance
Our Workers' Compensation Insurance segment provides traditionalincludes workers' compensation insurance products provided to employers generally with 1,000 or fewer employees, and alternative market solutions, as discussed in Note 15 to16 of the Notes to Consolidated Financial Statements. Segment operatingWorkers' compensation products offered include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies, deductible policies and alternative market programs. Alternative market programs include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. Alternative market program premiums are 100% ceded to either the SPCs within our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer for one program. Our Workers' Compensation Insurance segment results reflectreflected pre-tax underwriting profit or loss which includes SPC dividend expense (income) and excludesfrom these workers' compensation products, exclusive of investment results, which are included in our Corporate segment. Segment operating results included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$164,871 $182,233 $(17,362)(9.5 %)
Net premiums earned$171,772 $189,240 $(17,468)(9.2 %)
Other income2,216 2,399 (183)(7.6 %)
Net losses and loss adjustment expenses(111,552)(121,649)10,097 (8.3 %)
Underwriting, policy acquisition and operating expenses(56,449)(57,520)1,071 (1.9 %)
Segment results$5,987 $12,470 $(6,483)(52.0 %)
Net loss ratio64.9%64.3%0.6 pts
Underwriting expense ratio32.9%30.4%2.5 pts
 Year Ended December 31
($ in thousands)2016 2015 Change
Net premiums written$223,578
 $218,338
 $5,240
2.4%
       
Net premiums earned$220,815
 $213,161
 $7,654
3.6%
Other income844
 492
 352
71.5%
Net losses and loss adjustment expenses(140,534) (140,744) 210
(0.1%)
Underwriting, policy acquisition and operating expenses(70,464) (63,653) (6,811)10.7%
Segregated portfolio cells dividend (expense) income (1)
(4,762) (1,884) (2,878)152.8%
Segment operating results$5,899
 $7,372
 $(1,473)(20.0%)
       
Net loss ratio      
Traditional business66.5% 65.5% 1.0
pts
Alternative market business55.7% 67.5% (11.8)pts
Segment results63.6% 66.0% (2.4)pts
       
Underwriting expense ratio      
Traditional business32.2% 29.4% 2.8
pts
Alternative market business31.0% 31.4% (0.4)pts
Segment results31.9% 29.9% 2.0
pts

(1) Represents the underwriting (profit) loss attributable to the alternative market business ceded to the SPCs at Eastern Re, net of our participation.



104


Premiums Written
Our workers’ compensation premium volume is driven by fourfive primary factors: (1) the amount of new business written, (2) audit premium, (3) retention of our existing book of business, and (4)(3) premium rates charged on our renewal book of business.business, (4) changes in payroll exposure and (5) audit premium.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$246,791 $278,442 $(31,651)(11.4 %)
Less: Ceded premiums written81,920 96,209 (14,289)(14.9 %)
Net premiums written$164,871 $182,233 $(17,362)(9.5 %)

90

 Year Ended December 31
($ in thousands)20162015Change
Gross premiums written    
Traditional business*$172,025
$172,977
$(952)(0.6%)
Alternative market business75,915
70,631
5,284
7.5%
Segment results247,940
243,608
4,332
1.8%
Less: Ceded premiums written    
Traditional business9,446
10,307
(861)(8.4%)
Alternative market business*14,916
14,963
(47)(0.3%)
Segment results24,362
25,270
(908)(3.6%)
Net premiums written    
Traditional business162,579
162,670
(91)(0.1%)
Alternative market business60,999
55,668
5,331
9.6%
Segment results$223,578
$218,338
$5,240
2.4%
* Traditional gross premiums written and alternative market ceded premiums written for 2016 are reported net of alternative market premiums assumed by our traditional business totaling $0.9 million
Gross Premiums Written
Gross premiums written by product were as follows:
Year Ended December 31
($ in thousands)20202019Change
Traditional business:
Guaranteed cost$145,546 $158,246 $(12,700)(8.0 %)
Policyholder dividend20,464 20,446 18 0.1 %
Deductible4,581 5,857 (1,276)(21.8 %)
Retrospective*909 2,985 (2,076)(69.5 %)
Other7,094 8,660 (1,566)(18.1 %)
Alternative market business69,487 82,248 (12,761)(15.5 %)
Change in EBUB estimate(1,290)— (1,290)nm
Total$246,791 $278,442 $(31,651)(11.4 %)
*The change in retrospectively-related policies included adjustments that decreased premium by $2.5 million and $2.1 million during the years ended December 31, 2020 and 2019, respectively.
Gross premiums written in our traditional business decreased during the year ended December 31, 2020 as compared to 2019, which primarily reflected renewal rate decreases, retention losses and a reduction in audit premium and new business written. The reduction in audit premium included a reduction in our EBUB estimate of $1.3 million in 2020. Renewal rate decreases were 4% in 2020, which were unchanged as compared to 2019. Renewal retention for our traditional business was 84% during 2020 as compared to 79% during 2019. New business written totaled $23.7 million in 2020 as compared to $27.0 million in 2019.
Gross premiums written in our alternative market business decreased during the year ended December 31, 2020 as compared to 2019, which primarily reflected renewal rate decreases, retention losses and a decrease in audit premium. In addition, the decline in alternative market business in 2020 also reflected the reduction in premium funding for one of our large alternative market programs (see further discussion in our Segment Results - Segregated Portfolio Cell Reinsurance section that follows). Renewal rate decreases were 4% in 2020 as compared to 5% in 2019. Retention in our alternative market business was 84% in 2020 which reflected the impact of the aforementioned reduction in premium funding for a large alternative market program. A decrease in renewal rate and retention losses were partially offset by new business of $3.7 million in 2020. We retained 100% of the 23 workers' compensation alternative market programs up for renewal during the year ended December 31, 2020. During the second quarter of 2020, we added one new workers' compensation alternative market program at Inova Re with $1.1 million in premiums written during the year ended December 31, 2020.
Our traditional workers’ compensation insurance products include guaranteed cost, dividend, deductible, and retrospectively-rated policies. Our alternative market business is 100% ceded to either the SPCs at our wholly owned Cayman Islands reinsurance subsidiary, Eastern Re, or to unaffiliated captive insurers. As of December 31, 2016, there were 23 (20 active) SPCs at Eastern Re and four active alternative market programs with unaffiliated captive insurers. We added a new alternative market program with an unaffiliated captive insurer during the first quarter of 2016 with direct premiums written were impacted by reductions in payroll exposure and policy cancellations related to the economic impact of $1.9COVID-19. Reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19 reduced premiums written by approximately $3.6 million for the year ended December 31, 2016.
Additional information regarding2020. We expect continued downward pressure in future quarters on our workers' compensation premium resulting from further reductions in insured payroll exposure; however, the structurelength and magnitude of the SPCs is included in the Underwriting, Policy Acquisitionsuch changes depends on future developments, which are highly uncertain and Operating Expense section that follows.

cannot be predicted.


10591


Gross Premiums Written
Gross premiums written in our traditional and alternative market business for the years ended December 31, 2016 and 2015 are reflected in the table on the previous page. Gross premiums written increased in 2016, driven by growth in our alternative market business. Our traditional business premium written was relatively flat in 2016, which reflected the competitive environment in the geographic markets in which we operate. We retained all 23 of the available alternative market programs up for renewal for the year ended December 31, 2016.
New business, audit premium, retention and renewal price changes for both the traditional business and the alternative market business are shown in the table below:
 Year Ended December 31
 2016 2015
($ in millions)Traditional BusinessAlternative Market BusinessSegment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
New business$22.8
$10.2
$33.0
 $28.1
$10.2
$38.3
Audit premium (including EBUB)$5.2
$1.1
$6.3
 $5.9
$0.9
$6.8
Retention rate (1)
84 %88 %85 % 81%89%83%
Change in renewal pricing (2)
(1%)(1%)(1%) 1%2%1%
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and the effects of current market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data. Changes in the renewal rate reflected the competitive workers' compensation environment.



106


Year Ended December 31
20202019
($ in millions)Traditional BusinessAlternative Market BusinessSegment
Results
Traditional BusinessAlternative Market BusinessSegment
Results
New business$23.7 $3.7 $27.4 $27.0 $3.8 $30.8 
Audit premium (including EBUB)$(0.6)$(0.1)$(0.7)$3.7 $2.0 $5.7 
Retention rate (1)
84 %84 %84 %79 %91 %83 %
Change in renewal pricing (2)
(4 %)(4 %)(4 %)(4 %)(5 %)(4 %)
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
Ceded Premiums Written
Ceded premiums written reflectedwere as follows:
Year Ended December 31
($ in thousands)20202019Change
Premiums ceded to SPCs$66,725 $79,799 $(13,074)(16.4 %)
Premiums ceded to external reinsurers12,472 13,633 (1,161)(8.5 %)
Premiums ceded to unaffiliated captive insurers2,762 2,449 313 12.8 %
Change in return premium estimate under external reinsurance(39)328 (367)(111.9 %)
Total ceded premiums written$81,920 $96,209 $(14,289)(14.9 %)
Our Workers' Compensation Insurance segment cedes alternative market business under a 100% quota share reinsurance agreement, net of a ceding commission, to SPCs in our Segregated Portfolio Cell Reinsurance segment and, to a limited extent, to an unaffiliated captive insurer. The decrease in premiums ceded to SPCs during the year ended December 31, 2020 reflects the reduction in alternative market gross premiums written as discussed above under the heading "Gross Premiums Written".
Under our external reinsurance programs and alternative marketagreement for traditional business, ceded to unaffiliated captive insurance companies.
Ceded premiums written were as follows:
 Year Ended December 31
($ in thousands)20162015Change
Premiums ceded to external reinsurers    
Traditional business$10,255
$9,922
$333
3.4%
Alternative market business7,258
7,205
53
0.7%
Segment results17,513
17,127
386
2.3%
Change in return premium estimate under external reinsurance    
Traditional business(809)385
(1,194)(310.1%)
Alternative market business


nm
Segment results(809)385
(1,194)(310.1%)
Premiums ceded to an unaffiliated captive insurer    
Traditional business


nm
Alternative market business7,658
7,758
(100)(1.3%)
Segment results7,658
7,758
(100)(1.3%)
Total ceded premiums written    
Traditional business9,446
10,307
(861)(8.4%)
Alternative market business14,916
14,963
(47)(0.3%)
Segment results$24,362
$25,270
$(908)(3.6%)
Wewe retain the first $0.5 million in risk insured by us on our traditional business and cede losses in excess of this amount on each loss occurrence under our primary external reinsurance contract.treaty, subject to an AAD. The traditional external reinsurance contract contains a return premium provision under which we estimate return premium based on the underlying loss experience of policies covered under the contract. Changes in the return premium estimate reflect the loss experience under the reinsurance contract for the years ended December 31, 2016 and 2015. In our alternative market business, the risk retention for each loss occurrence ranges from $0.3 million to $0.35 million based on the alternative market program. We cede 100% of premiums written under four alternative market programs to unaffiliated captive insurers.
Premiums ceded to external reinsurers in our traditional business increased during the year ended December 31, 2016, which primarily reflected an increase in reinsurance ratesAAD for the contract year effective May 1, 2016.
The2019 was $3.9 million of incurred losses in excess of the $0.5 million per occurrence retention, or approximately 2.1% of subject earned premium. Effective May 1, 2020, our primary reinsurance layer was renewed at a slightly higher rate than the expiring year, with an increase in the returnAAD to 3.16% of subject earned premium estimate for the year ended December 31, 2016 primarily reflected loss experience under the current reinsurance contract year effective May 1, 2016. The decrease in the return premium estimate for the year ended December��31, 2015 primarily reflected 2015 traditional ceded incurred losses as discussed below (including $4.9 million related to the 2015 accident year), partially offset by favorable loss experience on contract years prior to 2014.
The workers’ compensation segment has experienced an increase in severity related claims, which has resulted in an increase in losses ceded under our external reinsurance contract. Calendar year ceded incurred losses in both our traditional and alternative market business totaled $35.6 million for the year ended December 31, 2016 as compared to $12.6 million for 2015. In our traditional business, ceded incurred losses totaled $20.7 million and $7.9 million for the years ended December 31, 2016 and 2015, respectively. The increase in traditional ceded losses in 2016 primarily reflected 3 loss occurrences totaling $12.4 million. The increase in our traditional reinsurance rate primarily reflected the increase in claim severity. Additionally, we have not accrued any return premium for the 2014 or 2015 reinsurance contract years as a resultexcess of the increase in ceded losses.
The decrease in premiums ceded to unaffiliated captive insurers during the year ended December 31, 2016 primarily reflected the non-renewal of accounts for underwriting reasons, partially offset by the new alternative market program in the first quarter of 2016 as discussed above.


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Ceded Premiums Ratio
Ceded premiums ratio was as follows:
 Year Ended December 31
 2016 2015
 Traditional BusinessAlternative Market Business
Segment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
Ceded premiums ratio, as reported5.5%19.6%9.8% 6.0%21.2%10.4%
Less the effect of:       
Return premium estimated under external reinsurance(0.5%)%(0.3%) 0.2%%0.2%
Premiums ceded to unaffiliated captive insurer (100%)%9.0%2.9% %9.7%2.9%
Ceded premiums ratio, less the effects of above6.0%10.6%7.2% 5.8%11.5%7.3%
per occurrence retention. Per our reinsurance agreements, we cede premiums related to our traditional business on an earned premium basis, whereas alternative marketbasis. The decrease in premiums are ceded to external reinsurers during the year ended December 31, 2020 primarily reflected the decrease in traditional earned premium.
Changes in the return premium estimate reflected the loss experience under the reinsurance contract for the years ended December 31, 2020 and 2019. The change in estimated return premium for the year ended December 31, 2020 reflected prior year loss development on previously reported reinsured claims.

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Ceded Premiums Ratio
Ceded premiums ratio was as follows:
Year Ended December 31
20202019Change
Ceded premiums ratio, as reported32.8 %34.2 %(1.4  pts)
Less the effect of:
Premiums ceded to SPCs (100%)24.6 %26.2 %(1.6  pts)
Retrospective premium adjustments0.1 %0.1 %—  pts
Premiums ceded to unaffiliated captive insurers (100%)1.4 %1.1 %0.3  pts
Return premium estimated under external reinsurance %0.2 %(0.2  pts)
Assumed premiums earned (not ceded to external reinsurers)(0.3 %)(0.3 %)—  pts
Ceded premiums ratio (related to external reinsurance), less the effects of above7.0 %6.9 %0.1  pts
The above table reflects ceded premiums earned as a writtenpercent of gross premiums earned. As discussed above, we cede premiums related to our traditional business to external reinsurers on an earned premium basis. The increase in the traditional ceded premiums ratio, less the effect of return premiums, in 2016 as compared to 2015 reflected the increase in reinsurance rates previously discussed. The decrease in the alternative markets ceded premiums ratio in 2016 as compared to 20152020 primarily reflectedreflects the impact ofreinsurance rates in effect for the premiums ceded to and assumed by the traditional business.contract period beginning May 1, 2020.
Net Premiums Earned
Net premiums earned were as follows:
 Year Ended December 31
($ in thousands)20162015Change
Gross premiums earned    
Traditional business*$170,492
$172,115
$(1,623)(0.9%)
Alternative market business75,658
66,168
9,490
14.3%
Segment results246,150
238,283
7,867
3.3%
Less: Ceded premiums earned    
Traditional business9,446
10,859
(1,413)(13.0%)
Alternative market business*15,889
14,263
1,626
11.4%
Segment results25,335
25,122
213
0.8%
Net premiums earned    
Traditional business161,046
161,256
(210)(0.1%)
Alternative market business59,769
51,905
7,864
15.2%
Segment results$220,815
$213,161
$7,654
3.6%

* Traditional gross premiums earned and alternative market ceded premiums earned for 2016 are reported net of alternative market premiums assumed by our traditional business totaling $0.9 million.
Net premiums earned consist of gross premiums earned less the portion of earned premiums that we cede to SPCs in our Segregated Portfolio Cell Reinsurance segment, external reinsurers for their assumptionand the unaffiliated captive insurer. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of a portion of our losses.premiums written. Our workers’ compensation policies are twelve month term policies, and premiums are earned on a pro rata basis over the policy period. Net premiums earned also include premium adjustments related to the audit of our insureds' payrolls.payrolls, changes in our EBUB estimate and premium adjustments related to retrospectively-rated policies. Payroll audits are conducted subsequent to the end of the policy period and any related adjustments are recorded as fully earned in the current period. In addition, we record an estimate for EBUB and evaluate the estimate on a quarterly basis.
Net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$255,484 $287,409 $(31,925)(11.1 %)
Less: Ceded premiums earned83,712 98,169 (14,457)(14.7 %)
Net premiums earned$171,772 $189,240 $(17,468)(9.2 %)
The decrease in net premiums earned during the year ended December 31, 2020 as compared to 2019 primarily reflected the pro rata effect of a reduction in net premiums written during the preceding twelve months and, to a lesser extent, the reduction in our EBUB estimate and the impact of retrospectively-rated policy adjustments. We increased thereduced our EBUB estimate by $0.4$1.3 million during 2020 which primarily reflected a reduction in earned payroll exposure. As a result of the economic impact of COVID-19, we expect future reductions in payroll exposure related to in-force policies that could result in a significant decrease in audit premium and our EBUB estimate. We will continue to monitor and adjust the estimate, if necessary, based on changes in insured payrolls and economic conditions, as experience develops or new information becomes known; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted. There was no adjustment to our EBUB estimate during the year ended December 31, 2019. Premium adjustments related to retrospectively-rated policies decreased premiums by 2.5 million and $0.5$2.1 million forduring the years ended December 31, 20162020 and 2015,2019, respectively.



93

108


Losses and Loss Adjustment Expenses
We estimate our current accident year loss and loss adjustment expenses based on an expected loss ratio. Incurred losses and loss adjustment expenses for the current accident year are determined by applying the expected loss ratio to net premiums earned for the respective period. The following table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Calendar year and current accident year net loss ratios by component were as follows:
 Net Loss Ratios
 Year Ended December 31
 2016 2015 Change
 Traditional BusinessAlternative Market Business
Segment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
 Traditional BusinessAlternative Market BusinessSegment
Results
Calendar year net loss ratio *66.5%55.7%63.6% 65.5%67.5%66.0% 1.0(11.8)(2.4)
Less impact of prior accident years on the net loss ratio(1.0%)(7.8%)(2.8%) (1.0%)(1.2%)(1.1%) (6.6)(1.7)
Current accident year net loss ratio67.5%63.5%66.4% 66.5%68.7%67.1% 1.0(5.2)(0.7)
Less impact of audit premium on loss ratio%(1.2%)(0.3%) %(1.2%)(0.3%) 

Current accident year net loss ratio, excluding the effect of audit and return premium67.5%64.7%66.7% 66.5%69.9%67.4% 1.0(5.2)(0.7)
* The net loss ratios for 2016 in the above table are calculated before the impact of the $0.9 million of premiums earned that is assumed by and ceded from the traditional and alternative market business, respectively.
Year Ended December 31
20202019Change
Calendar year net loss ratio64.9 %64.3 %0.6  pts
Less impact of prior accident years on the net loss ratio(4.1 %)(4.1 %)—  pts
Current accident year net loss ratio69.0 %68.4 %0.6  pts
The current accident year net loss ratio in our traditional business increased in 2016 as compared to 2015 which primarily reflected the expected impact of renewal rate decreases in 2016. The decreaseincrease in the current accident year net loss ratio in our alternative market businessfor the year ended December 31, 2020 primarily reflected improved loss experiencethe continuation of intense price competition and the resulting renewal rate decreases, partially offset by favorable claim trends, including lower claims frequency and severity. As a result of the COVID-19 pandemic, legislative and regulatory bodies in certain states have changed or are considering changes to compensability requirements and presumptions for certain types of workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Calendar year incurred losses (excluding IBNR) ceded to our external reinsurers decreased $11.3 million for the year ended December 31, 2020 as compared to 2019. Current accident year ceded incurred losses (excluding IBNR) decreased $8.2 million as compared to 2019. The decrease in ceded incurred losses reflects lower severity-related claims activity.claim activity during 2020 and, on a calendar year basis, favorable development on prior year reinsured claims.
We recognized net favorable prior year development related to our previously established reserve of $6.1$7.0 million and $2.2for the year ended December 31, 2020 as compared to $7.8 million for 2019. The net favorable prior year reserve development for the years ended December 31, 2020 and 2019 reflected overall favorable trends in claim closing patterns. Net favorable development for the year ended December 31, 2020 primarily related to the 2014 through 2017 accident years. Net favorable development for the year ended December 31, 2019 primarily related to the 2015 and 2016 accident years and 2015, respectively. The net favorable prior year development included a fair value adjustment of $1.6 million related to the amortization of the purchase accountingaccounting. The fair value adjustment for our traditional business for both 2016 and 2015. It also included net favorable prior year development for our alternative market businesswas fully amortized as of $4.5 million and $0.6 million for the years ended December 31, 2016 and 2015, respectively.2019.
Within our alternative market business, audit premium from insureds results in a decrease in the net loss ratio, whereas audit premium returned to insureds results in an increase in the net loss ratio. We recognized audit premium in 2016 and 2015, the effect of which is reflected in the table above.
In our traditional business, we estimate our current accident year loss and loss adjustment expenses based on an expected loss ratio. Incurred losses and loss adjustment expenses are determined by applying the expected loss ratio to net premiums earned, which includes audit premium, for the respective period. In our alternative market business, we estimate our current accident year losses and loss adjustment expenses based on the underlying actuarial methodologies without consideration of audit premium. As a result, we removed the effects of audit premium in the above table for purposes of evaluating the current accident year loss ratio.


109


Underwriting, Policy Acquisition and Operating Expenses
Underwriting, policy acquisition and operating expenses includeincludes the amortization of commissions, premium taxes and underwriting salaries, which are capitalized and deferred over the related workers’ compensation policy period, net of external ceding commissions earned. The capitalization of these costsunderwriting salaries can vary as they are subject to the success rate of our contract acquisition efforts. These expenses also include a management fee charged by theour Corporate segment, which represents intercompany charges pursuant to a management agreement.agreement, and the amortization of intangible assets, primarily related to the acquisition of Eastern by ProAssurance. The management fee is based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary.
The table below provides a comparison ofOur Workers' Compensation Insurance segment underwriting, policy acquisition and operating expenses:expenses were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$31,547 $34,338 $(2,791)(8.1 %)
Management fees1,861 2,088 (227)(10.9 %)
Other underwriting and operating expenses38,693 39,073 (380)(1.0 %)
SPC ceding commission offset(15,652)(17,979)2,327 (12.9 %)
Total$56,449 $57,520 $(1,071)(1.9 %)
The decrease in DPAC amortization for the year ended December 31, 2020 as compared to 2019 primarily reflects the decrease in net premiums earned. The decrease in other underwriting and operating expenses for the year ended December 31, 2020 as compared to 2019 primarily reflected a decrease in travel-related costs and a reduction in employer contributions to the

94

 Year Ended December 31
($ in thousands)20162015Change
Traditional business$52,207
$47,343
$4,864
10.3%
Alternative market business18,257
16,310
1,947
11.9%
Underwriting, policy acquisition and operating expenses$70,464
$63,653
$6,811
10.7%
ProAssurance Savings Plan (see Note 17 of the Notes to Consolidated Financial Statements). The decrease in travel-related costs in 2020 are directly attributable to COVID-19, as company business travel has been substantially reduced. The decrease in other underwriting and operating expenses in 2020 was largely offset by costs related to the implementation of a new policy administration and claims system and one-time costs of $0.9 million primarily comprised of employee severance costs associated with the restructuring of our workers' compensation business in 2020.
As previously discussed, alternative market premiums written through our Workers' Compensation Insurance segment's alternative market business unit are 100% ceded, less a ceding commission, to either the SPCs in our Segregated Portfolio Cell Reinsurance segment or, to a limited extent, an unaffiliated captive insurer. The ceding commission consists of an amount for fronting fees, cell rental fees, commissions, premium taxes and risk management fees. The fronting fees, commissions, premium taxes and risk management fees are recorded as an offset to underwriting, policy acquisition and operating expenses. Cell rental fees are recorded as a component of other income and claims administration fees are recorded as ceded ULAE. The decrease in SPC ceding commissions earned for the year ended December 31, 2020 as compared to 2019, primarily reflects the decrease in alternative market ceded earned premium.
Underwriting Expense Ratio (the Expense Ratio)
The underwriting expense ratio for the Worker's Compensation segment included the impact of the following:
Year Ended December 31
20202019Change
Underwriting expense ratio, as reported32.9 %30.4 %2.5  pts
Less estimated ratio increase (decrease) attributable to:
Impact of ceding commissions received from SPCs3.2 %2.8 %0.4  pts
Retrospective premium adjustment0.3 %0.2 %0.1  pts
Impact of audit premium0.1 %(0.4 %)0.5  pts
Underwriting expense ratio, less listed effects29.3 %27.8 %1.5  pts
 Year Ended December 31
 2016 2015 Change
 Traditional BusinessAlternative Market BusinessSegment Results Traditional BusinessAlternative Market BusinessSegment Results Traditional BusinessAlternative Market BusinessSegment Results
Underwriting expense ratio, as reported*32.2%31.0%31.9% 29.4%31.4%29.9% 2.8
(0.4)2.0
Less estimated ratio increase (decrease) attributable to:           
Non-recurring/unusual expenses0.6%%0.4% %%% 0.6

0.4
Amortization of intangible assets3.2%%2.4% 3.2%%2.4% 


Management fees1.1%%0.8% 1.1%%0.9% 

(0.1)
Impact of audit premium(0.9%)(0.6%)(0.8%) (0.9%)(0.5%)(0.9%) 
(0.1)0.1
Impact of return premium estimate(0.1%)%(0.1%) 0.1%%0.1% (0.2)
(0.2)
Underwriting expense ratio, less listed effects28.3%31.6%29.2% 25.9%31.9%27.4% 2.4
(0.3)1.8
* The underwriting expense ratios for 2016 in the above table are calculated before the impact of the $0.9 million of premiums earned that is assumed by and ceded from the traditional and alternative market business, respectively.
Non-recurring expensesExcluding the items noted in the table above, the increase in the expense ratio for the year ended December 31, 2016 in the above table reflected a pension settlement charge of $1.0 million related to the termination of a legacy Eastern pension plan which was finalized during the fourth quarter of 2016.
The remaining increase in the traditional expense ratio in 2016, exclusive of the items noted in the table,2020, primarily reflected increases in compensation and related benefits and state assessments, as well as the effect of the decrease in net premiums earned. The alternative markets expense ratio primarily reflected ceding commissions, which vary by program.


earned and costs related to the implementation of a new policy administration and claims system.


11095


Segment Results - Segregated Portfolio Cell Dividend Expense (Income)Reinsurance
Our Workers' CompensationThe Segregated Portfolio Cell Reinsurance segment provides turn-key workers' compensation alternative market solutions that include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. The asset management and SPC management services are outsourced to a third party. Alternative market customers include individual companies, groups and associations. SPC dividend expense (income) for each period representsincludes the results (underwriting profit or loss, attributable to the alternative market business ceded to theplus investment results, net of U.S. federal income taxes) of SPCs ofat Inova Re and Eastern Re, netour Cayman Islands SPC operations, as discussed in Note 16 of any participation we have taken in the SPCs.
TheNotes to Consolidated Financial Statements. SPCs are segregated pools of assets and liabilities that provide an insurance facility for a defined set of risks. Assets of each SPC are solely for the benefit of that individual cell and each SPC is solely responsible for the liabilities of that individual cell. Assets of eachone SPC are statutorily protected from the creditors of the others. Each SPC is owned, fully or in part, by an agency, group or association and the results of the SPCs are attributable to the participants of that cell. We participate to a varying degree in the results of selected SPCs. Our ownership interest inSPCs and, for the SPCs in which we participate, isour participation interest ranges from a low of 20% to a high of 85%. SPC results attributable to external cell participants are reflected as lowan SPC dividend (expense) income in our Segregated Portfolio Cell Reinsurance segment. In addition, our Segregated Portfolio Cell Reinsurance segment includes the investment results of the SPCs as 25%the investments are solely for the benefit of the cell participants and as high as 100%. Underinvestment results attributable to external cell participants are reflected in the SPC structure,dividend (expense) income. As of December 31, 2020, there were 27 (24 active) SPCs. The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the net operatingtwo from our Workers' Compensation Insurance and Specialty P&C segments. As of December 31, 2020, there were two SPCs that assumed both workers' compensation insurance and healthcare professional liability insurance and one SPC that assumed only healthcare professional liability insurance.
Segment results reflects our share of the underwriting and investment results of the SPCs in which we participate, and included the following:
Year Ended December 31
($ in thousands)20202019Change
Net premiums written$64,159 $77,639 $(13,480)(17.4 %)
Net premiums earned$66,352 $78,563 $(12,211)(15.5 %)
Net investment income1,084 1,578 (494)(31.3 %)
Net realized gains (losses)3,085 4,020 (935)(23.3 %)
Other income205 559 (354)(63.3 %)
Net losses and loss adjustment expenses(29,605)(52,412)22,807 (43.5 %)
Underwriting, policy acquisition and operating expenses (1)
(20,709)(23,201)2,492 (10.7 %)
SPC U.S. federal income tax expense (1)(2)
(1,746)(1,059)(687)64.9 %
SPC net results18,666 8,048 10,618 131.9 %
SPC dividend (expense) income (3)
(14,304)(4,579)(9,725)212.4 %
Segment results (4)
$4,362 $3,469 $893 25.7 %
Net loss ratio44.6%66.7%(22.1 pts)
Underwriting expense ratio (1)
31.2%29.5%1.7 pts
(1) In our December 31, 2019 report on Form 10-K, underwriting, policy acquisition and operating expenses in 2019 included a provision for U.S. federal income taxes of $1.1 million for SPCs at Inova Re that have elected to be taxed as U.S. taxpayers (see Footnote 2). Since this tax provision was included as a component of underwriting, policy acquisition and operating expenses in 2019, it was also included in the calculation of the underwriting expense ratio, which increased the 2019 ratio by 1.4 percentage points. Beginning in 2020, this tax provision is now presented as a separate line on our Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense as these U.S. federal income taxes do not represent underwriting expenses of the SPCs. We have recast prior periods to conform to this new presentation, including the calculation of the underwriting expense ratio.
(2) Represents the provision for U.S. federal income taxes for SPCs at Inova Re, which have elected to be taxed as a U.S. corporation under Section 953(d) of the Internal Revenue Code. U.S. federal income taxes are included in the total SPC net results and are paid by the individual SPCs.
(3) Represents the net (profit) loss attributable to external cell participants.
(4) Represents our share of the net profit (loss) of the SPCs in which we participate.


96

Premiums Written
Premiums in our Segregated Portfolio Cell Reinsurance segment are assumed from either our Workers' Compensation Insurance or Specialty P&C segments. Premium volume is driven by five primary factors: (1) the amount of new business written, (2) retention of the existing book of business, (3) premium rates charged on the renewal book of business and, for workers' compensation business, (4) changes in payroll exposure and (5) audit premium.
Gross, ceded and net premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$72,843 $87,140 $(14,297)(16.4 %)
Less: Ceded premiums written8,684 9,501 (817)(8.6 %)
Net premiums written$64,159 $77,639 $(13,480)(17.4 %)
Gross Premiums Written
Gross premiums written reflected reinsurance premiums assumed by component as follows:
Year Ended December 31
($ in thousands)20202019Change
Workers' compensation$66,725 $79,799 $(13,074)(16.4 %)
Healthcare professional liability6,118 6,860 (742)(10.8 %)
Other 481 (481)nm
Gross Premiums Written$72,843 $87,140 $(14,297)(16.4 %)
Gross premiums written for the years ended December 31, 2020 and 2019 were primarily comprised of workers' compensation coverages assumed from our Workers' Compensation Insurance segment. The decrease in gross premiums written in 2020 as compared to 2019 primarily reflected the competitive workers’ compensation market conditions and the resulting renewal rate decreases of 4%, retention losses and a decrease in audit premium. The decrease in the retention rate during 2020 includes the impact of a reduction in premium funding for a large workers' compensation alternative market program. We do not participate in this program; therefore, the reduction in premium funding had no effect on the segment results for the year ended December 31, 2020. Healthcare professional liability gross premiums written decreased during 2020 as compared to 2019 due to retention losses driven by the loss of a large Senior Care policy that chose to utilize self-insurance, partially offset by new business (see previous discussion under the heading "Gross Premiums Written" in our Segment Results - Specialty Property & Casualty section). We retained 100% of the 22 workers' compensation programs and 3 healthcare professional liability programs up for renewal during 2020. During the second quarter of 2020, we added one new alternative market program at Inova Re with $1.1 million in premiums written during the year ended December 31, 2020.
Our workers’ compensation premiums written were impacted by reductions in payroll exposure and policy cancellations related to the economic impact of COVID-19, and we expect continued downward pressure in future quarters on our workers' compensation premium resulting from further reductions in insured payroll exposure; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted.

97

New business, audit premium, retention and renewal price changes for the assumed workers' compensation premium is shown in the table below:
Year Ended December 31
($ in millions)20202019
New business$3.7 $3.8 
Audit premium (including EBUB)$(0.1)$2.0 
Retention rate (1)
84 %91 %
Change in renewal pricing (2)
(4 %)(5 %)
(1) We calculate our workers' compensation retention rate as annualized expiring renewed premium divided by all annualized expiring premium subject to renewal. Our retention rate can be impacted by various factors, including price or other competitive issues, insureds being acquired, or a decision not to renew based on our underwriting evaluation.
(2) The pricing of our business includes an assessment of the underlying policy exposure and market conditions. We continue to base our pricing on expected losses, as indicated by our historical loss data.
Ceded Premiums Written
Ceded premiums written were as follows:
Year Ended December 31
($ in thousands)20202019Change
Ceded premiums written$8,684 $9,501 $(817)(8.6 %)
For the workers' compensation business, each cell,SPC has in place its own external reinsurance arrangements. The healthcare professional liability business is assumed net of reinsurance from our participation,Specialty P&C segment; therefore, there are no ceded premiums related to the healthcare professional liability business reflected in the table above. The risk retention for each loss occurrence for the workers' compensation business ranges from $0.3 million to $0.4 million based on the program, with limits up to $119.7 million. In addition, each program has aggregate reinsurance coverage between $1.1 million and $2.1 million on a program year basis. Per the SPC external reinsurance agreements, premiums are ceded on a written premium basis. The decrease in ceded premiums written in 2020, as compared to 2019, primarily reflected the decrease in workers' compensation gross premiums written, partially offset by an increase in reinsurance rates for programs with renewal dates on or after May 1, 2020. External reinsurance rates vary based on the alternative market program.
Ceded Premiums Ratio
Ceded premiums ratio was as follows:
Year Ended December 31
20202019Change
Ceded premiums ratio13.0 %11.9 %1.1  pts
The above table reflects ceded premiums as a percent of gross premiums written for the workers' compensation business only; healthcare professional liability business is assumed net of reinsurance, as discussed above. The ceded premiums ratio reflects the weighted average reinsurance rates of all SPC programs. The increase in the ceded premiums ratio for the year ended December 31, 2020 primarily reflects an increase in reinsurance rates for programs renewing on or after May 1, 2020 and the reduction in premium funding for a large workers' compensation alternative market program (see previous discussion under the heading "Gross Premiums Written"). The reinsurance costs associated with this program are fixed, which resulted in an increase in the ceded ratio.

98

Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that the SPCs cede to external reinsurers. Because premiums are generally earned pro rata over the entire policy period, fluctuations in premiums earned tend to lag those of premiums written. Policies ceded to the SPCs are twelve month term policies and premiums are earned on a pro rata basis over the policy period. Net premiums earned also include premium adjustments related to the audit of workers' compensation insureds' payrolls. Payroll audits are conducted subsequent to the end of the policy period and any related adjustments are recorded as fully earned in the current period.
Gross, ceded and net premiums earned were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$75,112 $88,304 $(13,192)(14.9 %)
Less: Ceded premiums earned8,760 9,741 (981)(10.1 %)
Net premiums earned$66,352 $78,563 $(12,211)(15.5 %)
The decrease in net premiums earned during the year ended December 31, 2020 primarily reflected the pro rata effect of a reduction in net premiums written during the preceding twelve months, including the reduction in premium funding for the large workers' compensation alternative market program (see previous discussion under the heading "Gross Premiums Written").
Net Investment Income and Net Realized Investment Gains (Losses)
Net investment income for the years ended December 31, 2020 and 2019 was primarily attributable to interest earned on available-for-sale fixed maturity investments, which primarily includes investment-grade corporate debt securities. We recognized $3.1 million of net realized investment gains for the year ended December 31, 2020, which primarily reflected an increase in the fair value on our equity portfolio due to an improvement in the global financial markets since the first quarter of 2020, which was depressed due to the onset of COVID-19. We recognized $4.0 million of net realized investment gains for the year ended December 31, 2019 driven by changes in the fair value of our equity portfolio.
Losses and Loss Adjustment Expenses
The following table summarizes the calendar year net loss ratios by separating losses between the current accident year and all prior accident years. The current accident year net loss ratio reflected the aggregate loss ratio for all programs. Loss reserves are estimated for each program on a quarterly basis. Due to the size of some of the programs, quarterly loss results can create volatility in the current accident year net loss ratio to fluctuate significantly from period to period.
For the year ended December 31, 2019, our Segregated Portfolio Cell Reinsurance segment net loss ratios were affected by a $10 million reserve that an SPC at Eastern Re established during the second quarter of 2019. This SPC had previously assumed an errors and omissions liability policy that provides coverage for losses up to a lifetime maximum of $10 million from a captive insurer unaffiliated with ProAssurance. During the second quarter of 2019, a claim was filed under this policy that met the lifetime maximum limit and, accordingly, a $10 million reserve was recorded. We do not participate in the SPC that assumed this policy; therefore, these losses were attributable to the external owners of that cell.
cell participants as reflected in the SPC dividend expense (income) and had no effect on our Segregated Portfolio Cell Reinsurance segment results for the year ended December 31, 2019. Given the significance of this event, we have removed the impact of the policy from each of the ratios below (as shown in the columns labeled "Adjusted") in order to assist in the comparability between periods. Calendar year and current accident year net loss ratios for the years ended December 31, 2020 and 2019 was as follows:
Year Ended December 31
20202019Change
As reportedAs reportedE&O reserve impactAdjustedAs reportedAdjusted
Calendar year net loss ratio44.6 %66.7 %12.3  pts54.4 %(22.1  pts)(9.8  pts)
Less impact of prior accident years on the net loss ratio(25.0 %)(12.9 %)—  pts(12.9 %)(12.1  pts)(12.1  pts)
Current accident year net loss ratio69.6 %79.6 %12.3  pts67.3 %(10.0  pts)2.3  pts

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 Year Ended December 31
($ in thousands)20162015Change
Net premiums earned$58,826
$51,905
$6,921
13.3%
Other income18
3
15
500.0%
Less: Net losses and loss adjustment expenses32,743
35,059
(2,316)(6.6%)
Less: Underwriting, policy acquisition and operating expenses18,258
16,310
1,948
11.9%
SPC net operating results - profit/(loss)7,843
539
7,304
1,355.1%
Less: Eastern participation - profit/(loss)3,081
(1,345)4,426
329.1%
SPC dividend expense (income)$4,762
$1,884
$2,878
152.8%
Excluding the impact of the errors and omissions liability policy, as previously discussed and as shown in the table above, the current accident year net loss ratio increased 2.3 percentage points in 2020 as compared to 2019, primarily reflecting the continuation of intense price competition and the resulting renewal rate decreases, partially offset by overall favorable claim trends in the 2020 accident year. As a result of the COVID-19 pandemic, legislative and regulatory bodies in certain states have changed or are considering changes to compensability requirements and presumptions for certain types of workers related to COVID-19 claims. These endeavors could have an adverse impact on the frequency and severity related to COVID-19 claims. Furthermore, the current economic conditions resulting from the COVID-19 pandemic have introduced significant risk of a prolonged recession, which could have an adverse impact on our return to wellness efforts and the ability of injured workers to return to work, resulting in a potential reduction in favorable claim trends in future periods.
Calendar year ceded incurred losses (excluding IBNR) decreased $10.2 million for the year ended December 31, 2020 as compared to 2019. Current accident year ceded incurred losses (excluding IBNR) decreased $8.9 million for the year ended December 31, 2020 as compared to 2019. The decrease in ceded incurred losses reflects lower severity-related claim activity during 2020 and, on a calendar year basis, favorable development on prior year reinsured claims.
We recognized net favorable prior year reserve development of $16.5 million and $10.1 million for the years ended December 31, 2020 and 2019, respectively. The net favorable prior year reserve development for 2020 included $12.1 million related to the workers’ compensation business, which primarily reflected overall favorable trends in claim closing patterns in the 2014 through 2019 accident years. In addition, net favorable prior year reserve development in 2020 included $4.4 million related to the healthcare professional liability business.
Underwriting, Policy Acquisition and Operating Expenses
Our Segregated Portfolio Cell Reinsurance segment underwriting, policy acquisition and operating expenses were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
DPAC amortization$19,636 $21,717 $(2,081)(9.6 %)
Other underwriting and operating expenses1,073 1,484 (411)(27.7 %)
Total$20,709 $23,201 $(2,492)(10.7 %)
DPAC amortization primarily represents ceding commissions, which vary by program and are paid to our Workers' Compensation Insurance and Specialty P&C segments for premiums assumed. Ceding commissions include an amount for fronting fees, commissions, premium taxes and risk management fees, which are reported as an offset to underwriting, policy acquisition and operating expenses within our Workers' Compensation Insurance and Specialty P&C segments. In addition, ceding commissions paid to our Workers' Compensation Insurance segment include cell rental fees which are recorded as other income within our Workers' Compensation Insurance segment.
Other underwriting and operating expenses primarily include bank fees, professional fees and bad debt expense. The decrease in other underwriting and operating expenses for the year ended December 31, 2020 as compared to 2019 primarily reflected recoveries of premiums receivables previously written off, which resulted in an adjustment to our allowance for expected credit losses.
Underwriting Expense Ratio (the Expense Ratio)
The underwriting expense ratio included the impact of the following:
Year Ended December 31
20202019Change
Underwriting expense ratio, as reported31.2 %29.5 %1.7  pts
Less: impact of audit premium on expense ratio0.1 %(0.7 %)0.8  pts
Underwriting expense ratio, excluding the effect of audit premium31.1 %30.2 %0.9  pts
Excluding the effect of audit premium, the underwriting expense ratio primarily reflected the weighted average ceding commission percentage of all SPC programs. The increase in the expense ratio for the year ended December 31, 2020 as compared to 2019 was driven by the effect of a reduction in net premiums earned, as previously discussed. Additionally, the increase in the expense ratio in 2020 reflected the impact of the reduction in premium funding for a large workers'

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compensation alternative market program as the ceding commissions associated with this program are fixed and do not vary directly with changes in premium (see previous discussion under the heading "Gross Premiums Written").
SPC dividend expense (income), includingU.S. Federal Income Tax Expense
The SPCs at Inova Re have made a 953(d) election under the U.S. Internal Revenue Code and are subject to U.S. federal income tax. U.S. federal income taxes incurred totaled $1.7 million and $1.1 million for the years ended December 31, 2020 and 2019, respectively. The increase in the federal income tax provision for the year ended December 31, 2020 as compared to 2019 reflects an increase in taxable income for the Inova Re SPCs.

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Segment Results - Lloyd's Syndicates
Our Lloyd's Syndicates segment includes the results from our participation in 2016 reflected improved underwriting and investment results related to the SPCscertain Syndicates at Eastern Re. The improved underwriting results were driven by improved loss experience. The SPC investment results, which are reported in our Corporate segment as discussed at the beginning of the Segment Operating Results - Workers' Compensation section, reflected income of $3.2 million in 2016, compared to losses of $1.0 million in 2015.



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Segment Operating Results - Lloyd's Syndicate
Through a wholly owned and consolidated subsidiary, we are a corporate member of Lloyd's of London andLondon. In addition to our participation in Syndicate results, we have provided the majority (58%) of the capital to Syndicate 1729 which writes and reinsures property and casualty business. The remaining capital for Syndicate 1729 is provided by unrelated third parties, including private namesinvestments in and other corporate members.
obligations to our Lloyd's Syndicates consisting of a Syndicate 1729 covers a range of propertyCredit Agreement and casualty insurance and reinsurance lines, and had a maximum underwriting capacity of £90.0 million forFAL requirements. For the 20162020 underwriting year, our FAL was comprised of investment securities and cash and cash equivalents deposited with Lloyd's which £51.8 million ($63.9 million based onat December 31, 2016 exchange rates) is our allocated underwriting capacity. We are required to provide capital (also referred to as FAL) to support our underwriting capacity and are meeting our FAL requirement with investment securities held at Lloyd's. Our FAL securities2020 had a fair value of $97.1approximately $106.2 million, at December 31, 2016, as discussed in Note 43 of the Notes to Consolidated Financial Statements.
Our Lloyd's Syndicate segment results include both During the third quarter of 2020, we received a return of approximately $32.3 million of cash and cash equivalents from our 58%FAL balances given the reduction in our participation in the operating results of Syndicate 1729 and 100% offor the operating results of our wholly owned subsidiaries that support Syndicate 1729. 2020 underwriting year to 29% from 61%.
We normally report results from our Syndicate 1729 involvement in Lloyd's Syndicates on a quarter delay,lag, except when information is available that is material to the current period. Furthermore, the investment results associated with our FAL investments and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame.
Segment operatingLloyd's Syndicate 1729. We provide capital to Syndicate 1729, which covers a range of property and casualty insurance and reinsurance lines in both the U.S. and international markets. The remaining capital for Syndicate 1729 is provided by unrelated third parties, including private names and other corporate members. As previously discussed, we decreased our participation in the results of Syndicate 1729 for the 2020 underwriting year to reduce our exposure and the associated earnings volatility. Due to the quarter lag, this reduced participation was not reflected in our results until the second quarter of 2020. Syndicate 1729 had a maximum underwriting capacity of £135 million (approximately $185 million based on December 31, 2020 exchange rates) for the 2020 underwriting year, of which £39 million (approximately $53 million based on December 31, 2020 exchange rates) was our allocated underwriting capacity. To support and grow our core insurance operations, we decreased our participation in the results of Syndicate 1729 for the 2021 underwriting year to 5% from 29% which, due to the quarter lag, will not be reflected in our results until the second quarter of 2021. Syndicate 1729's maximum underwriting capacity for the 2021 underwriting year is £185 million (approximately $253 million based on December 31, 2020 exchange rates), of which £9 million (approximately $13 million based on December 31, 2020 exchange rates) is our allocated underwriting capacity.
Lloyd's Syndicate 6131. We provide capital to an SPA, Syndicate 6131, which focuses on contingency and specialty property business, primarily for risks within the U.S. as well as international markets. For the 2020 underwriting year, we were composedthe sole (100%) capital provider to Syndicate 6131 which had a maximum underwriting capacity of £12 million (approximately $16 million based on December 31, 2020 exchange rates). As an SPA, Syndicate 6131 underwrites on a quota share basis with Syndicate 1729. Effective July 1, 2020, Syndicate 6131 entered into a six-month quota share reinsurance agreement with an unaffiliated insurer. Under this agreement, Syndicate 6131 ceded essentially half of the premium assumed from Syndicate 1729 to the unaffiliated insurer; the agreement was non-renewed on January 1, 2021 and we decreased our participation in the results of Syndicate 6131 to 50% from 100% for the 2021 underwriting year. Due to the quarter lag, this reduced participation will not be reflected in our results until the second quarter of 2021. Syndicate 6131's maximum underwriting capacity for the 2021 underwriting year is £20 million (approximately $27 million based on December 31, 2020 exchange rates), of which £10 million (approximately $14 million based on December 31, 2020 exchange rates) is our allocated underwriting capacity.

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In addition to the results of our participation in Lloyd's Syndicates, as discussed above, our Lloyd's Syndicates segment also includes 100% of the results of our wholly owned subsidiaries that support our operations at Lloyd's. For the years ended December 31, 2020 and 2019, the results of our Lloyd's Syndicates segment were as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums written$84,718 $110,905 $(26,187)(23.6 %)
Ceded premiums written(17,066)(23,802)6,736 (28.3 %)
Net premiums written$67,652 $87,103 $(19,451)(22.3 %)
Net premiums earned$77,226 $80,671 $(3,445)(4.3 %)
Net investment income4,128 4,551 (423)(9.3 %)
Net realized gains (losses)988 768 220 28.6 %
Other income (loss)51 (573)624 108.9 %
Net losses and loss adjustment expenses(50,216)(47,369)(2,847)6.0 %
Underwriting, policy acquisition and operating expenses(30,136)(34,711)4,575 (13.2 %)
Income tax benefit (expense)29 — 29 nm
Segment results$2,070 $3,337 $(1,267)(38.0 %)
Net loss ratio65.0 %58.7 %6.3 pts
Underwriting expense ratio39.0 %43.0 %(4.0 pts)
 Year Ended December 31
($ in thousands)20162015Change
Gross premiums written$65,157
$56,929
$8,228
14.5%
Ceded premiums written(8,883)(8,108)(775)9.6%
Net premiums written$56,274
$48,821
$7,453
15.3%
   

Net premiums earned$54,650
$37,675
$16,975
45.1%
Net investment income1,410
928
482
51.9%
Net realized gains (losses)76
24
52
216.7%
Other income1,415
698
717
102.7%
Net losses and loss adjustment expenses(34,116)(25,181)(8,935)35.5%
Underwriting, policy acquisition and operating expenses(22,832)(18,518)(4,314)23.3%
Income tax benefit (expense)(384)(1,240)856
(69.0%)
Segment operating results$219
$(5,614)$5,833
103.9%
     
Net loss ratio62.4%66.8%(4.4)pts
Underwriting expense ratio41.8%49.2%(7.4)pts
Premiums Written
Changes in our premium volume within our Lloyd's Syndicates segment are driven by five primary factors: (1) changes in our participation in the Syndicates, (2) the amount of new business and the channels in which the business is written, (3) our retention of existing business, (4) the premium charged for business that is renewed, which is affected by rates charged and by the amount and type of coverage an insured chooses to purchase and (5) the timing of premium written through multi-period policies.
Gross Premiums Written
Gross premiums written in 20162020 consisted of casualtyproperty insurance coverages (53%(39% of total gross written premium)premiums written), property insurancecasualty coverages (28%(30%), catastrophe reinsurance coverages (15%(13%), specialty property coverages (11%), contingency coverages (4%) and property reinsurance coverages (4%(3%). The increasedecrease in netgross premiums written during 2016in 2020 as compared to 2019 was attributable todriven by our decreased participation in the results of Syndicate 1729, partially offset by volume increases on renewal business and renewal pricing increases, primarily on property insurance and casualty coverages, as well as new business.
As discussedbusiness written, also primarily property insurance and casualty coverages. In addition, gross premiums written in 2020 included a binder adjustment on a prior year of account, which reduced written and earned premium in the current period. See further discussion on these binder adjustments in our Specialty P&C segment operating results, Critical Accounting Estimates section under the heading "Lloyd's Premium Estimates."
Ceded Premiums Written
Syndicate 1729 serves as a reinsurerutilizes reinsurance to provide the capacity to write larger limits of liability on aindividual risks, to provide protection against catastrophic loss and to provide protection against losses in excess of policy limits. As previously discussed, for the second half of 2020 Syndicate 6131 utilized external quota share basis for a wholly owned insurance subsidiary in our Specialty P&C segment. Forreinsurance to manage the net loss exposure on the specialty property and contingency coverages it assumed from Syndicate 1729 by ceding essentially half of the premium assumed we include in written premiumto an estimate of all premiumsunaffiliated insurer; this agreement was non-renewed on January 1, 2021. Due to be earned over the entire period covered by the reinsurance agreement, generally one year, in the quarter in which the reinsurance agreement becomes effective. The quota share agreement with our Specialty P&C segment renews effective January 1. Results from this ceding arrangement are reported in the Specialty P&C segment on the same quarter delay in order to be consistent with the Lloyd's Syndicate segment aslag, the effect of doing so isthis reinsurance arrangement was not material.
The 2014 calendarreflected in our results until the fourth quarter of 2020. Ceded premiums written decreased for the year quota share arrangement withended December 31, 2020 as compared to 2019 primarily driven by our Specialty P&C segment was commuteddecreased participation in December 2015. Duethe results of Syndicate 1729 and, to the reporting delay,a lesser extent, the effect of a revision to the commutation was reported by both segments in resultsSyndicates' estimates of premiums due to reinsurers during the first quarter 2016.of 2019. The commutation did not differ significantly from previously recorded amounts.decrease in ceded premiums written in 2020 as compared to 2019 was partially offset by the impact of premiums ceded under Syndicate 6131's six-month quota share agreement and, to a lesser extent, an increase in estimated reinsurance reinstatement premiums of $1.2 million during the fourth quarter of 2020 triggered by certain property and catastrophe related losses exceeding specified levels in the reinsurance agreement.

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Net Premiums Earned
Net premiums earned consist of gross premiums earned less the portion of earned premiums that wethe Syndicates cede to our reinsurers for their assumption of a portion of our losses. PoliciesPremiums written to date primarily carry a term of one year. Because premiumsthrough open-market channels are generally earned pro rata over the entire policy period, which is predominately twelve months, whereas premiums written through delegated underwriting authority arrangements are earned over twenty-four months. Therefore, net premiums earned is affected by shifts in the mix of policies written between the open-market and delegated underwriting authority arrangements. Additionally, net premiums earned consists of a mix of policies earned from different open underwriting years. As previously discussed, we participate to a varying degree in each open underwriting year which may cause fluctuations in premiums earned. Furthermore, fluctuations in premiums earned tend to lag those of premiums


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written. Additionally, premiumsPremiums for certain policies and assumed reinsurance contracts are reported subsequent to the coverage period and/or may be subject to adjustment based on loss experience. These premium adjustments are earned when reported, which can result in further fluctuation in earned premium. Net
Gross, ceded and net premiums earned reported includedwere as follows:
Year Ended December 31
($ in thousands)20202019Change
Gross premiums earned$98,990 $101,222 $(2,232)(2.2 %)
Less: Ceded premiums earned21,764 20,551 1,213 5.9 %
Net premiums earned$77,226 $80,671 $(3,445)(4.3 %)
The decrease in gross premiums earned for the year ended December 31, 2020 as compared to 2019 was driven by our decreased participation in Syndicate 1729, which was not reflected in our results until the second quarter of 2020 and, to a lesser extent, a binder adjustment which reduced both written and earned premium assumed fromin the current period (see previous discussion under the heading "Gross Premiums Written"). The decrease in gross premiums earned in 2020 was partially offset by the pro rata effect of higher premiums written at the Syndicates during the preceding twelve months, primarily property insurance and casualty coverages.
The increase in ceded premiums earned during 2020 as compared to 2019 was driven by the aforementioned reinstatement premiums earned of $1.2 million during the fourth quarter of 2020 and, to a lesser extent, the pro rata effect of an increase in written premiums ceded under reinsurance arrangements during the preceding twelve months, partially offset by our Specialty P&C segment of approximately $14.0 million for 2016 and $14.4 million for 2015.decreased participation in Syndicate 1729.
Net Losses and Loss Adjustment Expenses
Losses for the year were primarily recorded using the loss assumptions by risk category incorporated into the business planplans submitted to Lloyd's for Syndicate 1729 and Syndicate 6131 with consideration given to loss experience incurred to date. The assumptions used in theeach business plan were consistent with loss results reflected in Lloyd's historical data for similar risks. We expect loss ratios to fluctuate from quarter to quarter as Syndicate 1729 writes more business and the book begins to mature. The loss ratios will alsomay fluctuate due to the mix of earned premium and the timing of earned premium adjustments described above.(see discussion in this section under the heading "Net Premiums Earned"). Premium and exposure for some of Syndicate 1729's insurance policies and reinsurance contracts are initially estimated and subsequently adjusted over an extended period of time as underlying premium reports are received under binding authority programs.from cedants and insureds. When reports are received, the premium, exposure and corresponding loss estimates are revised accordingly. Changes in loss estimates due to premium or exposure fluctuations are incurred in the accident year in which the premium is earned.
The 4.4% decrease infollowing table summarizes calendar year net loss ratios by separating losses between the current accident year and all prior accident years. Net loss ratios for the period were as follows:
Year Ended December 31
20202019Change
Calendar year net loss ratio65.0 %58.7 %6.3  pts
Less impact of prior accident years on the net loss ratio0.8 %0.5 %0.3  pts
Current accident year net loss ratio64.2 %58.2 %6.0  pts
For the year ended December 31, 2020, the current accident year net loss ratio for 2016increased 6.0 percentage points as compared to 2015 reflected2019. The increase in the recognitioncurrent accident year net loss ratio was driven by certain property and catastrophe related losses and, to a lesser extent, contingency related losses incurred during 2020.

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We recognized $0.6 million in net favorableand $0.4 million of unfavorable prior year development for the years ended December 31, 2020 and reductions attributable to shifts in the mix of business as well as increased reliance on the actual loss experience on the book of business written by Syndicate 1729. We believe that the net amount of favorable2019, respectively. The unfavorable prior year development for the year ended December 31, 2020 was driven by higher than expected losses and development on certain large claims, primarily catastrophe related losses, which resulted in unfavorable development with respect to a previous year of account.
We have exposures to potential COVID-19 claims through our participation in Syndicates 1729 and 6131. During 2020, we recognized during 2016 accurately reflects losses on this bookrelated to COVID-19 of business by accident year.approximately $3.6 million, net of reinsurance, primarily in Syndicate 6131's contingency and Syndicate 1729's casualty books of business. We did not recognize any prior year developmentare closely monitoring potential amendments in 2015.legislation and court decisions that could impact the claims position; however, to date, legislative attempts have been unsuccessful in most territories in which the Syndicates write the majority of their business. See previous discussion in Part I under the heading "Insurance Regulatory Matters- COVID-19."
Underwriting, Policy Acquisition and Operating Expenses
Underwriting, policy acquisition and operating expenses increased $4.3decreased by $4.6 million during 2016 whenfor the year ended December 31, 2020 as compared to 2015 primarily related2019 and reflected our decreased participation in Syndicate 1729 and, to a $5.9 million increase in DPAC amortization. As operations have matured,lesser extent, the total amounteffect of higher operational expenses incurred associated with establishing Syndicate 6131 during 2019.
For the year ended December 31, 2020, the underwriting salaries has increased along with the number of policies successfully written. Underwriting compensation is capitalizedexpense ratio decreased by 4.0 percentage points as DPAC only when efforts are successful and amounts capitalized in 2016 were greater than in 2015. During 2014, the initial year of operations, no underwriting salaries were capitalized as DPAC, as there was no established success rate. The first quarter 2015 reflected results from 2014compared to 2019 driven by lower operating expenses due to the delayour reduced participation in reporting. Consequently, DPAC amortization was greater in 2016 than in 2015 but underwriting compensation charged directly to expense was lower in 2016 than in 2015. Also, certain startup expenses were incurred in 2015. The improvement in the 2016 expense ratio primarily reflected the increaseSyndicate 1729, partially offset by a decrease in net premiums earned, and we anticipate a continued reductionas previously discussed. Operating expenses incurred during 2020 primarily were related to the ratio as2020 underwriting year for which our participation is 29%, whereas the level of net premiums earned is expected to continue to grow.during the same period also includes premium from other open underwriting years in which we participate at a higher degree.
Net Investment IncomeInvestments
NetThe change in net investment income for the years ended December 31, 2016 and 2015in 2020 as compared to 2019 was primarily attributable to interest earned on the FAL investments. Ourour FAL investments, arewhich primarily short-term investments andincludes investment-grade corporate debt securities. During the second quarter of 2020, certain corporate debt securities included in our FAL investments were liquidated. During the third quarter of 2020, approximately $32.3 million of cash and cash equivalents was returned to ProAssurance, as previously discussed, which will continue to impact the segment's net investment income in future periods. Syndicate 1729's fixed maturities portfolio includes certain debt securities classified as trading securities. Investment results associated with these fixed maturity trading securities are reported on the same quarter lag.
Taxes
OperatingThe results of this segment are subject to U.K. income tax law. During the fourth quarter of 2016, we recognized a $3.0 million tax benefit, which reversed taxes accrued in previous quarters of 2016. The benefit is a result of a current period change in the calculation of the currency exchange gains and losses on our Syndicate 1729’s investments for U.K. tax purposes, which are primarily denominated in U.S. dollars.




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Segment Operating Results - Corporate
Our Corporate segment includes our investment operations, other than those reported in our Segregated Portfolio Cell Reinsurance and Lloyd's Syndicates segments, interest expense and U.S. income taxes all of which are managed at the corporate level with the exception of investment assets solely allocated to Syndicate 1729 as discussed in Note 1516 of the Notes to Consolidated Financial Statements. Our Corporate segment operating results also reflectincludes non-premium revenues generated outside of our insurance entities and corporate expenses. Segment operating results for our Corporate segment were net earnings of $58.1$71.4 million and $21.3$129.7 million for the years ended December 31, 20162020 and 2015,2019, respectively, and included the following:
Year Ended December 31
($ in thousands)20202019Change
Net investment income$66,786 $87,140 $(20,354)(23.4 %)
Equity in earnings (loss) of unconsolidated subsidiaries$(11,921)$(10,061)$(1,860)(18.5 %)
Net realized gains (losses)$11,605 $55,086 $(43,481)(78.9 %)
Other income$2,531 $3,478 $(947)(27.2 %)
Operating expense$23,429 $19,146 $4,283 22.4 %
Interest expense$15,503 $16,636 $(1,133)(6.8 %)
Income tax expense (benefit)$(41,300)$(29,808)$(11,492)(38.6 %)
 Year Ended December 31
($ in thousands)2016 2015 Change
Net investment income$98,602
 $107,732
 $(9,130) (8.5%)
Equity in earnings (loss) of unconsolidated subsidiaries$(5,762) $3,682
 $(9,444) (256.5%)
Net realized gains (losses)$34,799
 $(41,663) $76,462
 183.5%
Operating expense$30,807
 $24,518
 $6,289
 25.7%
Segregated portfolio cells dividend expense (income) (1)
$3,236
 $1,031
 $2,205
 213.9%
Interest expense$15,032
 $14,596
 $436
 3.0%
Income tax expense (benefit)$24,736
 $11,418
 $13,318
 116.6%
(1) Represents the investment results attributable to the SPCs at Eastern Re
Net Investment Income, Equity in Earnings (Loss) of Unconsolidated Subsidiaries, Net Realized Investment Gains (Losses)
Net Investment Income
Net investment income is primarily derived from the income earned by our fixed maturity securities and also includes dividend income from equity securities, income from our short-term and cash equivalent investments, earnings from other investments and increases in the cash surrender value of BOLI contracts. Investmentcontracts, net of investment fees and expenses are deducted from investment income.expenses.
Net investment income by investment category was as follows:
Year Ended December 31Year Ended December 31
($ in thousands)2016 2015 Change($ in thousands)20202019Change
Fixed maturities$84,386
 $96,315
 $(11,929) (12.4%)Fixed maturities$64,338 $66,862 $(2,524)(3.8 %)
Equities14,887
 13,317
 1,570
 11.8%Equities4,369 17,650 (13,281)(75.2 %)
Other investments, including Short-term3,353
 2,035
 1,318
 64.8%
Short-term investments, including OtherShort-term investments, including Other2,209 6,635 (4,426)(66.7 %)
BOLI2,008
 2,053
 (45) (2.2%)BOLI2,023 2,017 0.3 %
Investment fees and expenses(6,032) (5,988) (44) 0.7%Investment fees and expenses(6,153)(6,024)(129)2.1 %
Net investment income$98,602
 $107,732
 $(9,130) (8.5%)Net investment income$66,786 $87,140 $(20,354)(23.4 %)
Fixed Maturities
The decrease inIncome from our income from fixed maturity securities wasmaturities decreased during 2020 as compared to 2019 primarily due to lower yields from our corporate debt securities, partially offset by higher average investment balances. Average investment balances and to lower yields. We reducedwere approximately 5% higher for the size of our fixed portfolio over the last year in order to pay dividends and invest in other asset classes. On an overall basis, our average investment in fixed securities was approximately 8.0% lower in 2016ended December 31, 2020 as compared to 2015.2019.
Average yields for our fixed maturity portfolio were as follows:
 Year Ended December 31
 2016 2015
Average income yield3.3% 3.4%
Average tax equivalent income yield3.8% 4.0%


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Year Ended December 31
 20202019
Average income yield3.1%3.4%
Average tax equivalent income yield3.1%3.4%
Equities
Income from our equity portfolio increased for the year ended December 31, 2016,decreased during 2020 as compared to 2015 reflecting an increase2019 which reflected a decrease in our allocation to this asset category as well ascategory.

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Short-term Investments and Other Investments
Short-term investments, which have a different mixmaturity at purchase of equities owned.one year or less are carried at fair value, which approximates their cost basis, and are primarily composed of investments in U.S. treasury obligations, commercial paper and money market funds. Income from our short-term and other investments decreased during 2020 primarily attributable to lower yields given the actions taken by the Federal Reserve to aggressively reduce interest rates in response to COVID-19.
Equity in Earnings (Loss) of Unconsolidated Subsidiaries
Equity in earnings (loss) of unconsolidated subsidiaries is derived from our investment interests accounted for under the equity method. Results werewas comprised as follows:
Year Ended December 31Year Ended December 31
($ in thousands)2016 2015 Change($ in thousands)20202019Change
Investment LPs/LLCs$19,055
 $13,970
 $5,085
 36.4%
All other investments, primarily investment fund LPs/LLCsAll other investments, primarily investment fund LPs/LLCs$7,855 $10,842 $(2,987)(27.6 %)
Tax credit partnerships(24,817) (10,288) (14,529) 141.2%Tax credit partnerships(19,776)(20,903)1,127 5.4 %
Equity in earnings (loss) of unconsolidated subsidiaries$(5,762) $3,682
 $(9,444) (256.5%)Equity in earnings (loss) of unconsolidated subsidiaries$(11,921)$(10,061)$(1,860)(18.5 %)
We hold interests in certain LPs/LLCs that generate earnings from trading portfolios, secured debt, debt securities, multi-strategy funds and private equity investments. The performance of the LPsLPs/LLCs is affected by the volatility of equity and credit markets. For our investments in LPs/LLCs, we record our allocable portion of the partnership operating income or loss as the results of the LPs/LLCs become available, typically following the end of a reporting period. The decrease in our investment results from our portfolio of investments in LPs/LLCs during 2020 as compared to 2019 was due to lower reported earnings from several LPs/LLCs driven by the volatility in the global financial markets related to COVID-19.
Our tax credit partnership investments are designed to generate returns in the form of tax credits and tax-deductible project operating losses and are comprised of qualified affordable housing project tax credit partnership interestspartnerships and a historic tax credit partnership interests.partnership. We account for our tax credit partnership investments under the equity method and record our allocable portion of the operating losses of the underlying properties based on estimates provided by the partnerships. For our qualified affordable housing project tax credit partnership interestspartnerships, we adjust our estimates of our allocable portion of operating losses periodically as actual operating results of the underlying properties become available. During 2016,Our historic tax credit partnership is short-term in nature and the remaining operating losses, up to our total current funded commitment, were recognized during the second quarter of 2020. The results from our tax credit partnership investments for the year ended December 31, 2020 reflected lower partnership operating losses as compared to 2019. In addition, based on operating results received, we increased our estimate of partnership operating losses by $8.6 million. The increase represented an acceleration of operating losses; total operating losses expected over$4.3 million and $3.0 million for the life of the partnership did not change. The remaining increase during the period was primarily attributable to operating losses related to our historic tax credit interests, which we began investing in during 2015. Due to the short-term nature of these investments, remaining operating losses are expected to be recognized primarily during 2017.years ended December 31, 2020 and 2019, respectively.
The tax benefits received from our tax credit partnerships, which are not reflected in our investment results above, reduced our tax expensesexpense in 20162020 and 20152019 as follows:
Year Ended December 31
(In millions)20202019
Tax credits recognized during the period$17.9 $21.9 
Tax benefit of tax credit partnership operating losses$4.2 $4.4 
 Year Ended December 31
(In millions)2016 2015
Tax credits recognized during the period$27.5
 $22.4
Tax benefit of tax credit partnership operating losses$8.7
 $3.6
Due to the expected NOL for the year ended December 31, 2020 and realized NOL for the year ended December 31, 2019, the tax credits generated from our tax credit partnership investments of $17.9 million and $18.2 million, respectively, were deferred and are expected to be utilized in future periods. See further discussion in Note 5 of the Notes to Consolidated Financial Statements.
Tax credits provided by the underlying projects of theour historic tax credit partnershipspartnership are typically available in the tax year in which the project is put into active service, whereas the tax credits provided by qualified affordable housing project tax credit partnerships are provided over approximately a ten year period. The increase in tax credits recognized in 2016 was primarily attributable to our historic tax credit partnership investments.




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Non-GAAP Financial Measure – Tax Equivalent Investment Result
We believe that to fully understand our investment returns it is important to consider the current tax benefits associated with certain investments as the tax benefit received represents a portion of the return provided by our tax-exempt bonds, BOLI, common and preferred stocks, and tax credit partnership investments (our(collectively, our tax-preferred investments). We impute a pro forma tax-equivalent result by estimating the amount of fully-taxable income needed to achieve the same after-tax result as is currently provided by our tax-preferred investments. We believe this better reflects the economics behind our decision to invest in certain asset classes that are either taxed at lower rates and/or result in reductions to our current federal income tax expense. Our pro forma tax-equivalent investment result is shown in the table that follows as iswell as a reconciliation of our GAAP net investment result to our tax equivalent result.
Year Ended December 31Year Ended December 31
(In thousands)2016 2015(In thousands)20202019
GAAP net investment result:   GAAP net investment result:
Net investment income$98,602
 $107,732
Net investment income$66,786 $87,140 
Equity in earnings (loss) of unconsolidated subsidiaries(5,762) 3,682
Equity in earnings (loss) of unconsolidated subsidiaries(11,921)(10,061)
GAAP net investment result$92,840
 $111,414
GAAP net investment result$54,865 $77,079 
   
Pro forma tax-equivalent investment result$149,959
 $164,756
Pro forma tax-equivalent investment result$56,088 $78,946 
   
Reconciliation of pro forma and GAAP tax-equivalent investment result:   Reconciliation of pro forma and GAAP tax-equivalent investment result:
GAAP net investment result$92,840
 $111,414
GAAP net investment result$54,865 $77,079 
Taxable equivalent adjustments, calculated using the 35% federal statutory tax rate:   
Taxable equivalent adjustments, calculated using the 21% federal statutory tax rateTaxable equivalent adjustments, calculated using the 21% federal statutory tax rate
State and municipal bonds11,698
 14,449
State and municipal bonds595 842 
BOLI1,081
 1,105
BOLI538 536 
Dividends received1,957
 3,316
Dividends received90 489 
Tax credit partnerships42,383
 34,472
Tax credit partnerships*Tax credit partnerships* — 
Pro forma tax-equivalent investment result$149,959
 $164,756
Pro forma tax-equivalent investment result$56,088 $78,946 
*Due to the expected NOL for the year ended December 31, 2020 and realized NOL for the year ended December 31, 2019, the tax credits recognized from our tax credit partnership investments were deferred to be utilized in future periods; therefore, there is no tax-equivalent adjustment required as tax credits had no impact on our current tax expense in 2020.*Due to the expected NOL for the year ended December 31, 2020 and realized NOL for the year ended December 31, 2019, the tax credits recognized from our tax credit partnership investments were deferred to be utilized in future periods; therefore, there is no tax-equivalent adjustment required as tax credits had no impact on our current tax expense in 2020.


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Net Realized Investment Gains (Losses)
The following table provides detailed information regarding our net realized investment gains (losses).
Year Ended December 31
(In thousands)20202019
Total impairment losses
Corporate debt$(1,745)$(978)
Portion of impairment losses recognized in other comprehensive income before taxes:
Corporate debt237 227 
Net impairment losses recognized in earnings(1,508)(751)
Gross realized gains, available-for-sale fixed maturities13,436 3,628 
Gross realized (losses), available-for-sale fixed maturities(2,499)(551)
Net realized gains (losses), equity investments12,965 16,612 
Net realized gains (losses), other investments3,883 1,626 
Change in unrealized holding gains (losses), equity investments(18,926)30,801 
Change in unrealized holding gains (losses), convertible securities, carried at fair value as a part of other investments3,850 3,653 
Other404 68 
Net realized investment gains (losses)$11,605 $55,086 
 Year Ended December 31
(In thousands)2016 2015
OTTI losses, total:   
State and municipal bonds$(100) $
Corporate debt(7,604) (11,781)
Other investments(3,130) (8,136)
Portion recognized in OCI:   
Corporate debt1,068
 4,572
Net impairments recognized in earnings(9,766) (15,345)
Gross realized gains, available-for-sale securities12,402
 11,910
Gross realized (losses), available-for-sale securities(7,029) (11,479)
Net realized gains (losses), trading securities6,632
 1,080
Net realized gains (losses), other investments1,115
 464
Change in unrealized holding gains (losses), trading securities30,521
 (28,343)
Change in unrealized holding gains (losses), convertible securities, carried at fair value as a part of Other investments899
 (896)
Other25
 946
Net realized investment gains (losses)$34,799
 $(41,663)
During 2016,For the year ended December 31, 2020, we recognized OTTI$1.5 million of credit-related impairment losses in earnings and a nominal amount of $6.5 millionnon-credit impairment losses in OCI. The credit-related impairment losses recognized in 2020 primarily related to corporate bonds including credit-related OTTI of $5.5 million related to debt instruments from ten issuers in the energy sector.and consumer sectors. Additionally, 2020 included credit-related impairment losses related to four corporate bonds in various sectors, which were sold during 2020. The fair value of thesenon-credit impairment losses recognized during 2020 related to three corporate bonds declined during 2016 as didin the credit quality ofenergy and consumer sectors. For the issuers, andyear ended December 31, 2019, we recognized credit-related OTTI to reduce the amortized cost basisimpairment losses in earnings of the bonds to the present value$0.8 million and a nominal amount of future cash flows we expected to receive from the bonds. During 2016, we also recognized non-credit impairments of $0.9 millionimpairment losses in OCI, relativeboth of which related to three corporate bonds in the bondsenergy and consumer sectors.
We recognized $11.6 million of these issuers, asnet realized investment gains for the year ended December 31, 2020, driven primarily by realized gains on the sale of certain available-for-sale fixed maturities and equity investments, partially offset by unrealized holding losses resulting from decreases in the fair value on our equity portfolio due to the volatility in the global financial markets related to COVID-19. For the year ended December 31, 2019, we recognized $55.1 million of the bonds was less than the present value of the expected future cash flowsnet realized investment gains driven by both realized gains from the securities.
During 2015, we recognized OTTI in earningssale of $7.2 million relatedequity investments and unrealized holding gains on our equity portfolio due to corporate bonds, including credit-related OTTI of $4.9 million related to debt instruments from six issuersthe improvement in the energy sector.market since December 31, 2018, which caused our equity securities to increase in value. The fair value of these bonds declined in 2015 as did the credit quality of the issuers and we recognized credit-related OTTI to reduce the amortized cost basis of the bonds to the present value of future cash flows we expected to receivemost significant sectors that benefited from the bonds. We also recognized non-credit impairments of $3.7 millionimprovement in OCI relative to the bonds of these issuers, asmarket were the fair value of the bonds was less than the present value of the expected future cash flows from the securities. We also recognized an OTTI in earnings during 2015 of $0.9 million related to a bond we intended to sell.financial and energy sectors.
We recognized a $3.1 million and an $8.1 million OTTI in earnings during 2016 and 2015 related to our interest in an investment fund that is accounted for using the cost method (classified as part of other investments). The fund is focused on the energy sector and securities held by the fund declined in value during both 2016 and 2015. OTTI was recognized to reduce our carrying value of the investment to the NAV reported by the fund.
During 2015 we recognized net losses relative to our trading securities primarily due to reductions in market valuations during the period.




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Operating Expenses
Corporate segment operating expenses for the years ended December 31, 2016 and 2015, respectively, were comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
Operating expenses$37,562 $34,717 $2,845 8.2 %
Management fee offset(14,133)(15,571)1,438 (9.2 %)
Segment Total$23,429 $19,146 $4,283 22.4 %
  Year Ended December 31
($ in thousands) 2016 2015 Change
Operating expenses $45,116
 $38,646
 $6,470
 16.7%
Management fee offset (14,309) (14,128) (181) 1.3%
Segment Total $30,807
 $24,518
 $6,289
 25.7%
The increase in operatingOperating expenses wasincreased during the year ended December 31, 2020 as compared to 2019 primarily due to costs incurred in 2016 related to a pre-acquisition liability from a discontinued operation as well as an increase in salaryprofessional fees and, benefit expenses primarily related to a lesser extent, an increase in share-based compensation expenses. IncreasesThe increase in professional fees in 2020 was driven by an increase in transaction-related costs associated with our planned acquisition of NORCAL (see Note 9 of the Notes to Consolidated Financial Statements) and corporate legal expenses. The increase in share-based compensation expenses in 2020 as compared to 2019 was primarily resulted from an adjustmentattributable to the effect of a decrease in the value of projected award valueawards during 2019 based upon the improvement, in the period,decline of one of the associated performance metrics associated withmetrics. In addition, the increase in operating expenses in 2020 as compared to 2019 included one-time costs of $0.5 million primarily comprised of employee severance and early retirement benefits granted to certain employees in 2020. The increase in operating expenses in 2020 was partially offset by a particular year's award.decrease in various other operational expenses, primarily employer contributions to the ProAssurance Savings Plan (see Note 17 of the Notes to Consolidated Financial Statements) and, to a lesser extent, travel-related costs as a result of the COVID-19 pandemic.
Operating subsidiaries within our Specialty P&C and Workers' Compensation Insurance segments are charged a management fee by the Corporate segment for services provided to these subsidiaries. The management fee is based on the extent to which services are provided to the subsidiary and the amount of premium written by the subsidiary. Under the arrangement, the expenses associated with such services are reported as expenses of the Corporate segment, and the management fees charged are reported as an offset to Corporate operating expenses. While the terms of the management arrangement were consistent between 20152019 and 2016,2020, fluctuations in the amount of premium written by each subsidiary can result in corresponding variations in the management fee charged to each subsidiary during a particular period.
Interest Expense
InterestConsolidated interest expense increasedfor the years ended December 31, 2020 and 2019 was comprised as follows:
Year Ended December 31
($ in thousands)20202019Change
Senior Notes due 2023$13,429 $13,429 $— — %
Revolving Credit Agreement (including fees and amortization)831 645 186 28.8 %
Mortgage Loans (including amortization)*812 1,438 (626)(43.5 %)
(Gain)/loss on interest rate cap431 1,124 (693)(61.7 %)
Interest expense$15,503 $16,636 $(1,133)(6.8 %)
* During 2019, we received nominal cash payments associated with our interest rate cap which were recorded as a reduction to interest expense associated with our Mortgage Loans.
Consolidated interest expense decreased during 20162020 as compared to 20152019 driven by the change in the fair value of our interest rate cap and lower interest expense on our Mortgage Loans. The interest rate cap is designated as an economic hedge of interest rate risk associated with our variable rate Mortgage Loans. Our Mortgage Loans accrue interest at three-month LIBOR plus 1.325%, and the decrease in interest expense during 2020 as compared to 2019 was primarily due to an increasea decrease in the average interest ratethree-month LIBOR. Interest expense on the outstanding borrowings under our Revolving Credit Agreement. Our weighted average outstanding debt approximated $351 millionAgreement for the yearyears ended December 31, 20162020 and 2019 primarily reflected unused commitment fees as comparedthere were no outstanding borrowings during either period. See further discussion of our interest rate cap agreement in Note 2 and further discussion of our outstanding debt in Note 11 of the Notes to $348 million for the year ended December 31, 2015.
Interest expense for 2016 and 2015 is provided in the following table:Consolidated Financial Statements.

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 Year Ended December 31
(In thousands)2016 2015 Change
Senior Notes due 2023$13,429
 $13,428
 $1
 %
Revolving Credit Agreement (including fees and amortization)1,564
 1,130
 434
 38.4%
Other39
 38
 1
 2.6%
 $15,032
 $14,596
 $436
 3.0%


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Taxes
Tax expense allocated to our Corporate segment includes U.S. tax only, which would include U.S. tax expense incurred from our corporate membership in Lloyd's of London. The U.K. tax expense incurred by the U.K. based subsidiaries of our Lloyd's SyndicateSyndicates segment is allocated to that segment. The SPCs at Inova Re, one of our Cayman Islands reinsurance subsidiaries, have each made a 953(d) election under the U.S. Internal Revenue Code and are subject to U.S. federal income tax; therefore, tax expense allocated to our Corporate segment also includes tax expense incurred from any SPC at Inova Re in which we have a participation interest of 80% or greater as those SPCs are required to be included in our consolidated tax return. Consolidated tax expense (benefit) reflects the tax expense (benefit) of both segments, as shown in the table below:
Year Ended December 31
(In thousands)20202019
Corporate segment income tax expense (benefit)$(41,300)$(29,808)
Lloyd's Syndicates segment income tax expense (benefit)(29)— 
Consolidated income tax expense (benefit)$(41,329)$(29,808)
 Year Ended
December 31
(In thousands)2016 2015
Corporate segment income tax expense (benefit)$24,736
 $11,418
Lloyd's Syndicate segment income tax expense (benefit)384
 1,240
Consolidated income tax expense (benefit)$25,120
 $12,658
FactorsListed below are the primary factors affecting our consolidated effective tax rate includein 2020 and 2019.
Year Ended December 31
 20202019
($ in thousands)Income tax (benefit) expenseRate ImpactIncome tax (benefit) expenseRate Impact
Computed "expected" tax expense (benefit) at statutory rate$(45,582)21.0 %$(6,049)21.0 %
Tax-exempt income (1)
(976)0.4 %(1,528)5.3 %
Tax credits(17,876)8.2 %(21,933)76.1 %
Non-U.S. operating results(1,307)0.6 %(1,447)5.0 %
Tax deficiency (excess tax benefit) on share-based compensation457 (0.2 %)99 (0.3 %)
Tax rate differential on loss carryback(7,758)3.6 %(3,400)11.8 %
Goodwill impairment (2)
31,413 (14.5 %)— — %
Provision-to-return differences1,217 (0.5 %)3,595 (12.4 %)
Change in uncertain tax positions(1,674)0.8 %1,956 (6.8 %)
State income taxes(561)0.3 %(376)1.3 %
Benefit from amended returns  %(550)1.9 %
Other1,318 (0.7 %)(175)0.6 %
Total income tax expense (benefit)$(41,329)19.0 %$(29,808)103.5 %
(1) Includes tax-exempt interest, dividends received deduction and change in cash surrender value of BOLI.
(2) Represents the following:
 Year Ended
December 31
 2016 2015
Statutory rate35.0% 35.0%
Tax-exempt income*(5.6%) (10.0%)
Tax credits(15.6%) (17.4%)
Non-U.S. operating results(1.0%) 0.6%
Other1.5% 1.6%
Effective tax rate14.3% 9.8%
* Includes tax-exempt interest, dividends received deduction and change in cash surrender value of BOLI.
tax impact of the impairment of non-deductible goodwill in relation to the Specialty P&C reporting unit during the third quarter of 2020. See further discussion on the impairment charge under the heading "Goodwill / Intangibles" in the Critical Accounting Estimates section.
Our effective tax rates for 2020 and 2019, as shown in the table above, resulted in an income tax benefit in both 2016years and 2015 were differentdiffers from the statutory federal income tax rate of 21% primarily due to the following:
A portion of our investment income was tax-exempt.
We utilizedbenefit recognized from the tax credits transferred to us from our tax credit partnership investments.
We did not recognize U.S. or U.K. tax expense relative to our pro rata portion of the operating profits of Syndicate 1729 in 2016 as we were able to utilize Syndicate 1729 operating losses from prior years as an offset. We did not recognize a tax benefit for our U.K.operating losses in 2015 as no tax benefit was currently available and it was not more likely than not that a future benefit would be realized.
Tax credits reducedrecognized in 2020 were $17.9 million as compared to $21.9 million for 2019. While projected tax credits for 2020 are less than 2019, they continue to have a significant impact on the effective tax rate for 2016,2020. Additionally, our effective tax rates in both 2020 and 2019 were impacted by provision-to-return differences. For 2020, these differences primarily reflected the additional tax rate differential of 14% on the carryback of the 2019 NOL to the 2014 tax year which was lower than the previously estimated tax benefit. For 2019, these differences primarily reflected a lower amount of tax credits recognized for the 2018 tax year than the previously estimated tax benefit. Furthermore, our pre-tax loss in 2020 included a $161.1 million goodwill impairment recognized in relation to the Specialty P&C reporting unit during the third quarter of 2020. Of the $161.1 million goodwill impairment, $149.6 million was non-deductible for which no tax benefit was recognized, while the remaining $11.5 million was deductible for which a 21% tax benefit was recognized on the related tax amortization. Consequently, the total impact of the goodwill impairment on the effective tax rate in 2020 was approximately 14.5%. See further discussion on this goodwill impairment in Notes 1 and 6 of the Notes to Consolidated Financial Statements. Our effective tax rate for the year ended December 31, 2020 also includes the

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additional tax rate differential of 14% on the carryback of the 2020 and 2019 NOLs to the 2015 and 2014 tax years, respectively, as a result of changes made by the CARES Act to the NOL provisions of the tax law.

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Results of Operations - Year Ended December 31, 2019 Compared to Year Ended December 31, 2018
Other than as described below, there have been no other significant retrospective revisions in 2015, althoughthe presentation of the changes in the financial condition, results of operations and cash flows for the year ended December 31, 2019 as compared to the year ended December 31, 2018 as disclosed in Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" section of ProAssurance's December 31, 2019 report on Form 10-K.
Segment Results - Specialty Property & Casualty
As previously discussed, we reorganized our presentation of gross premiums written by component and related metrics during the second quarter of 2020 to better align with the current internal management reporting structure within the Specialty P&C segment. All below information has been recast to conform to the current period presentation.
Gross Premiums Written
Gross premiums written by component were as follows:
Year Ended December 31
($ in thousands)20192018Change
Professional Liability
HCPL
Standard Physician(1)(10)
Twelve month term$217,110 $222,849 $(5,739)(2.6 %)
Twenty-four month term26,863 22,171 4,692 21.2 %
Total Standard physician243,973 245,020 (1,047)(0.4 %)
Specialty
Custom Physician(2)(10)
86,743 62,452 24,291 38.9 %
Hospitals and Facilities(3)
47,454 46,415 1,039 2.2 %
Senior Care(4)(10)
21,484 23,837 (2,353)(9.9 %)
Reinsurance (assumed)11,805 11,524 281 2.4 %
Loss portfolio transfers (retroactive)(5)
900 18,708 (17,808)(95.2 %)
Total Specialty168,386 162,936 5,450 3.3 %
Total HCPL412,359 407,956 4,403 1.1 %
Small Business Unit(6)
106,355 108,643 (2,288)(2.1 %)
Tail Coverages(5)(7)
21,724 25,579 (3,855)(15.1 %)
Total Professional Liability540,438 542,178 (1,740)(0.3 %)
Medical Technology Liability(8)
35,128 34,528 600 1.7 %
Other(9)
2,134 490 1,644 335.5 %
Total$577,700 $577,196 $504 0.1 %
(1)Standard Physician premium was our greatest source of premium revenues in both 2019 and 2018 and is predominately comprised of twelve month term policies. The decrease in twelve month term policies in 2019 was driven by retention losses, partially offset by an increase in renewal pricing and, to a lesser extent, new business written. The lower retention in 2019 is largely attributable to our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy and a willingness to walk away from business that does not fit our goal of achieving a long-term underwriting profit. We anticipate a lower than average level of retention to persist as we continue to reevaluate certain books of business and set our rates to reflect our observations of higher severity trends. Renewal pricing increases in 2019 are reflective of our concern about increases in loss severity. We also offer twenty-four month term policies to our physician insureds in one selected jurisdiction. The increase in twenty-four month term policies in 2019 as compared to 2018 primarily reflected the normal cycle of renewals (policies subject to renewal in 2019 were previously written in 2017 rather than 2018.
(2)Custom Physician premium includes large complex physician groups, multi-state physician groups and non-standard physicians and is written primarily on an excess and surplus lines basis. The increase in premium in 2019 as compared to 2018 included timing differences of $5.6 million primarily related to the prior year renewal of certain policies. Excluding the effect decreased in 2016 due to higher pre-tax income. Tax credits for 2016 were $27.5of these timing differences, Custom Physician premium increased $18.7 million as compared to $22.42018. The remaining increase was primarily due new business written, including the addition of a $7.2 million for 2015.



policy, an increase in


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exposure related to three policies totaling $5.2 million and, to a lesser extent, renewal price increases. Renewal pricing increases during 2019 reflect the rising loss cost environment. The increase in premium in 2019 was partially offset by retention losses which reflects our focus on underwriting discipline as we continue to emphasize careful risk selection, rate adequacy and a willingness to walk away from business that does not fit our goal of achieving a long-term underwriting profit. We anticipate a lower than average level of retention to persist as we continue to reevaluate certain books of business and set our rates to reflect our observations of higher severity trends.
(3)Hospitals and Facilities premium (which includes hospitals, surgery centers and miscellaneous medical facilities) increased in 2019 as compared to 2018 primarily due new business written and renewal price increases, largely offset by retention losses. Renewal pricing increases in 2019 reflect rate increases and contract modifications that we believe are appropriate given the current loss environment. Retention losses in 2019 were driven by our decision not to renew certain products and, to a lesser extent, the loss of a $1.4 million policy due to price competition as a result of rate increases. As we continue to reevaluate certain books of business, we anticipate our retention to remain at a lower than historic level.
(4)Senior Care premium includes facilities specializing in long term residential care primarily for the elderly ranging from independent living through skilled nursing. Our Senior Care premium decreased in 2019 as compared to 2018 primarily due to retention losses, partially offset by new business written and, to a lesser extent, renewal pricing increases. Retention losses in 2019 were driven by our decision not to renew certain classes of Senior Care business based on our expectations of poor loss performance and, to a lesser extent, the loss of a $0.3 million policy as a result of rate increases. Renewal price increases in 2019 reflect rate increases where we believe appropriate given the loss environment in this space.
(5)We offer custom alternative risk solutions including loss portfolio transfers for healthcare entities that, most commonly, are exiting a line of business, changing an insurance approach or simply preferring to transfer risk. In the third quarter of 2019, we entered into a loss portfolio transfer with a regional hospital group which resulted in $0.9 million of retroactive premium written and fully earned in 2019. In the second quarter of 2018, we entered into a loss portfolio transfer with a large healthcare organization which resulted in $18.7 million of retroactive premium written and fully earned in 2018. See further discussion in footnote 7 that follows.
(6)Our Small Business Unit is primarily comprised of premium associated with podiatrists, legal professionals, dentists and chiropractors. Our Small Business Unit premium decreased in 2019 as compared to 2018 driven by retention losses, partially offset by an increase in renewal pricing and, to a lesser extent, new business written. The increase in renewal pricing was primarily the result of an increase in the rate charged for certain renewed policies in select states.
(7)We offer extended reporting endorsement or "tail" coverage to insureds who discontinue their claims-made coverage with us, and we also periodically offer tail coverage through custom policies. Tail coverage premiums are generally 100% earned in the period written because the policies insure only incidents that occurred in prior periods and are not cancellable. The amount of tail coverage premium written can vary significantly from period to period. The decrease in tail premiums in 2019 was driven by $7.9 million of tail coverage provided in connection with a loss portfolio transfer entered into during the second quarter of 2018, partially offset by $1.8 million of tail coverage provided in connection with a loss portfolio transfer entered into during the third quarter of 2019.
(8)Our Medical Technology Liability is marketed throughout the U.S.; coverage is typically offered on a primary basis, within specified limits, to manufacturers and distributors of medical technology and life sciences products including entities conducting human clinical trials. In addition to the previously listed factors that affect our premium volume, our medical technology liability premium is impacted by the sales volume of insureds. The increase in 2019 was primarily due to new business written and, to a lesser extent, an increase in renewal pricing, largely offset by retention losses. Renewal pricing increases primarily reflect increases in the sales volume and exposure of certain insureds. Retention losses in 2019 are primarily attributable to an increase in competition on terms and pricing.
(9)This component of gross premiums written includes all other product lines within our Specialty P&C segment. The increase during 2019 was due to a $1.5 million specialty contractual liability policy.

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(10)Certain components of our gross premiums written include alternative market premiums. We currently cede either all or a portion of the alternative market premium, net of reinsurance, to three SPCs of our wholly owned Cayman Islands reinsurance subsidiaries, Inova Re and Eastern Re, which are reported in our Segregated Portfolio Cell Reinsurance segment. The portion not ceded to the SPCs is retained within our Specialty P&C segment.
Year Ended December 31
($ in millions)20192018Change
Standard Physician$1.4 $1.4 $— — %
Custom Physician0.2 0.2 — — %
Senior Care6.2 4.2 2.0 47.6 %
Total$7.8 $5.8 $2.0 34.5 %
The increase in our alternative market Senior Care premium during 2019 was primarily due to new business written, including the addition of one large policy totaling $1.4 million. The remaining increase was attributable to multiple short-term policies written throughout 2018 that renewed on January 1, 2019 with twelve month terms.
The change in renewal pricing for our Specialty P&C segment, including by major component, was as follows:
Year Ended December 31
2019
Specialty P&C segment6%
HCPL
Standard Physician(1)
8%
Specialty(1)
10%
Total HCPL8%
Small Business Unit(1)
2%
Medical Technology Liability(1)
2%
(1) See Gross Premiums Written section for further explanation of changes in renewal pricing.
New business written by major component on a direct basis was as follows:
Year Ended December 31
(In millions)20192018
HCPL
Standard Physician$9.2 $11.0 
Specialty25.0 28.0 
Total HCPL34.2 39.0 
Small Business Unit4.2 5.9 
Medical Technology Liability4.2 3.0 
Total$42.6 $47.9 

115

Retention for our Specialty P&C segment, including by major component, was as follows:
Year Ended December 31
20192018
Specialty P&C segment86 %89 %
HCPL
Standard Physician(1)
87 %89 %
Specialty(1)
70 %85 %
Total HCPL81 %88 %
Small Business Unit92 %90 %
Medical Technology Liability88 %87 %
(1) See Gross Premiums Written section for further explanation of retention decline in 2019.

116

ITEM 7A. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK.
We believe that we are principally exposed to three types of market risk related to our investment operations. These risks arerisk; interest rate risk, credit risk and equity price risk. We are also exposed to interest rate risk related to our variable rate Mortgage Loans and Revolving Credit Agreement. We have limited exposure to foreign currency risk as we issue few insurance contracts denominated in currencies other than the U.S. dollar and we have few monetary assets or obligations denominated in foreign currencies.
Interest Rate Risk
Investments
Our fixed maturities portfolio is exposed to interest rate risk. Fluctuations in interest rates have a direct impact on the market valuation of these securities. As interest rates rise, market values of fixed income portfolios fall and vice versa. Future market interest rates are particularly uncertain at this time given the abrupt interest rate cuts made by the Federal Reserve in response to the COVID-19 pandemic. Certain of the securities are held in an unrealized loss position; we do not intend to sell and believe we will not be required to sell any of the debt securitiessecurity held in an unrealized loss position before its anticipated recovery.
The following tables summarize estimated changes in the fair value of our available-for-sale fixed maturity securities for specific hypothetical changes in interest rates by asset class at December 31, 20172020 and December 31, 2016.2019. There are principally two factors that determine interest rates on a given security: market interest rateschanges in the level of yield curves and credit spreads. As different asset classes can be affected in different ways by movements in those two factors, we have broken outseparated our portfolio by asset class in the following tables.
Interest Rate Shift in Basis Points
December 31, 2020
($ in millions)(200)(100)Current100200
Fair Value:
Fixed maturities, available-for-sale:
U.S. Treasury obligations$113 $110 $107 $104 $102 
U.S. Government-sponsored enterprise obligations13 13 12 12 12 
State and municipal bonds361 347 333 320 308 
Corporate debt1,427 1,377 1,329 1,284 1,241 
Asset-backed securities704 690 677 659 639 
Total fixed maturities, available-for-sale$2,618 $2,537 $2,458 $2,379 $2,302 
Duration:
Fixed maturities, available-for-sale:
U.S. Treasury obligations2.652.602.562.512.46
U.S. Government-sponsored enterprise obligations1.801.772.112.993.14
State and municipal bonds4.074.013.963.913.88
Corporate debt3.623.523.443.403.35
Asset-backed securities2.292.232.342.863.21
Total fixed maturities, available-for-sale3.273.193.163.283.34

 Interest Rate Shift in Basis Points
 December 31, 2017
($ in millions)(200) (100) Current 100 200
Fair Value:         
Fixed maturity securities:         
U.S. Treasury obligations$142
 $138
 $134
 $130
 $126
U.S. Government-sponsored enterprise obligations22
 21
 21
 20
 19
State and municipal bonds683
 657
 632
 609
 585
Corporate debt1,249
 1,208
 1,167
 1,128
 1,090
Asset-backed securities341
 335
 326
 315
 302
All fixed maturity securities$2,437
 $2,359
 $2,280
 $2,202
 $2,122
          
Duration:         
Fixed maturity securities:         
U.S. Treasury obligations3.11
 3.02
 2.94
 2.86
 2.79
U.S. Government-sponsored enterprise obligations1.38
 1.34
 3.59
 4.58
 4.87
State and municipal bonds3.83
 3.79
 3.78
 3.80
 3.85
Corporate debt3.37
 3.33
 3.38
 3.38
 3.34
Asset-backed securities1.72
 2.21
 3.15
 3.89
 4.24
All fixed maturity securities3.23
 3.26
 3.43
 3.55
 3.59
117


120


Interest Rate Shift in Basis PointsInterest Rate Shift in Basis Points
December 31, 2016December 31, 2019
($ in millions)(200) (100) Current 100 200($ in millions)(200)(100)Current100200
Fair Value:         Fair Value:
Fixed maturities, available-for-sale:Fixed maturities, available-for-sale:
U.S. Treasury obligations$155
 $151
 $147
 $142
 $138
U.S. Treasury obligations$117 $113 $111 $108 $105 
U.S. Government-sponsored enterprise obligations31
 31
 30
 29
 29
U.S. Government-sponsored enterprise obligations18 17 17 17 16 
State and municipal bonds865
 832
 800
 770
 740
State and municipal bonds320 308 296 285 274 
Corporate debt1,365
 1,321
 1,279
 1,238
 1,198
Corporate debt1,425 1,382 1,340 1,300 1,261 
Asset-backed securities373
 368
 357
 344
 331
Asset-backed securities548 537 525 511 497 
All fixed maturity securities$2,789
 $2,703
 $2,613
 $2,523
 $2,436
Total fixed maturities, available-for-saleTotal fixed maturities, available-for-sale$2,428 $2,357 $2,289 $2,221 $2,153 
         
Duration:         Duration:
Fixed maturities, available-for-sale:Fixed maturities, available-for-sale:
U.S. Treasury obligations3.00
 2.93
 2.85
 2.78
 2.72
U.S. Treasury obligations2.782.712.642.582.52
U.S. Government-sponsored enterprise obligations1.55
 1.70
 2.39
 2.67
 2.70
U.S. Government-sponsored enterprise obligations0.750.710.983.073.87
State and municipal bonds3.85
 3.82
 3.83
 3.87
 3.91
State and municipal bonds3.913.843.823.893.93
Corporate debt3.21
 3.20
 3.22
 3.22
 3.18
Corporate debt3.103.043.023.012.99
Asset-backed securities1.75
 2.48
 3.38
 3.86
 4.10
Asset-backed securities2.122.212.462.732.87
All fixed maturity securities3.18
 3.26
 3.40
 3.47
 3.49
Total fixed maturities, available-for-saleTotal fixed maturities, available-for-sale2.952.922.963.043.07
Computations of prospective effects of hypothetical interest rate changes are based on numerous assumptions, including the maintenance of the existing level and composition of fixed income security assets, and should not be relied on as indicative of future results.
Certain shortcomings are inherent in the method of analysis presented in the computation of the fair value of fixed rate instruments. Actual values may differ from the projections presented should market conditions vary from assumptions used in the calculation of the fair value of individual securities, including non-parallel shifts in the term structure of interest rates and changing individual issuer credit spreads.
At December 31, 2020, our fixed maturities portfolio includes fixed maturities classified as trading securities which do not have a significant amount of exposure to market interest rates or credit spreads.
Our cash and short-term investment portfolioinvestments at December 31, 2017 was2020 were carried on aat fair value which approximates their cost basis which approximates its fair value.due to their short-term nature. Our cash and short-term investment portfolio lacksinvestments lack significant interest rate sensitivity due to itstheir short duration.
Debt
Our variable interest rate Mortgage Loans are exposed to interest rate risk.risk as they accrue interest at three-month LIBOR plus 1.325%. However, a 100 basis point1% change in LIBOR will not materially impact our annualized interest expense. Additionally, we have economically hedged the risk of a change in interest rates in excess of 100 basis points1% on the Mortgage Loans through the purchase of an interest rate cap derivative instrument, which effectively caps our annual interest rate on the Mortgage Loans at a maximum of 367.5 basis points3.675% (see Note 102 of the Notes to Consolidated Financial Statements for additional information). The fair value of the interest rate cap is not materially impacted by a 100 basis point1% change in LIBOR,LIBOR; however, the carrying value of the interest rate cap is impacted by future expectations for LIBOR as well as estimations of volatility in the future yield curve.
Our Revolving Credit Agreement is exposed to interest rate risk as it is LIBOR based and a 100 basis point1% change in LIBOR will impact annual interest expense only to the extent that there is an outstanding balance. For every $100 million drawn on our Revolving Credit Agreement, a 100 basis point1% change in interest rates will change our annual interest expense by $1 million. Any outstanding balances on the Revolving Credit Agreement can be repaid on each maturity date, which has typically ranged from one to three months. As of December 31, 2020, no borrowings were outstanding under our Revolving Credit Agreement.

118

Credit Risk
We have exposure to credit risk primarily as a holder of fixed income securities. We control this exposure by emphasizing investment grade credit quality in the fixed income securities we purchase.
As of December 31, 2017, 93%2020, 94% of our fixed maturity securities were rated investment grade as determined by NRSROs, such as Fitch, Moody’s and Standard & Poor’s. We believe that this concentration in investment grade securities reduces our exposure to credit risk on our fixed income investments to an acceptable level. However, investment grade securities, in spite of their rating, can rapidly deteriorate and result in significant losses. Ratings published by the NRSROs are one of the tools used to evaluate the credit worthinesscreditworthiness of our securities. The ratings reflect the subjective opinion of the rating agencies as to the credit worthinesscreditworthiness of the securities, andsecurities; therefore, we may be subject to additional credit exposure should the ratingratings prove to be unreliable.


121


We also have exposure to credit risk related to our premiums receivable and receivables from reinsurers.reinsurers; however, to-date we have not experienced any significant amount of credit losses. At December 31, 2020, our premiums receivable was approximately $201 million, net of an allowance for expected credit losses of approximately $6 million. See Note 1 of the Notes to Consolidated Financial Statements for further information on our allowance for expected credit losses related to our premiums receivable. Our receivables from reinsurers (with regard to both paid and unpaid losses) approximated $343$399 million at December 31, 20172020 and $279$403 million at December 31, 2016.2019. We monitor the credit risk associated with our reinsurers using publicly available financial and rating agency data. We have not historically experienced material credit losses due to the financial condition of a reinsurer, and as of December 31, 2020 our expected credit losses associated with our receivables from reinsurers were nominal in amount. During the year ended December 31, 2020, we have received and granted requests for premium relief for certain insureds that have been adversely impacted by the recent COVID-19 pandemic in the form of either premium credits or premium deferrals. These efforts, along with the recent economic disruptions caused by COVID-19, may result in future increases in our allowance for expected credit losses associated with our premiums and reinsurance receivables.
Equity Price Risk
At December 31, 2017,2020, the fair value of our equity investments, excluding our equity investments in bond investment funds as discussed in the following paragraph, was $314 million.$38 million. These equity securities are subject to equity price risk, which is defined as the potential for loss in fair value due to a decline in equity prices. Disruptions in global financial markets related to COVID-19 have resulted in volatility in the fair value of our equity securities during 2020. We cannot predict the level of market disruption and subsequent declines in fair value that may occur should the COVID-19 pandemic and its related macro-economic impacts continue for an extended period of time. The weighted average beta of this group of securities was 1.00.1.15. Beta measures the price sensitivity of an equity security or group of equity securities to a change in the broader equity market, in this case the S&P 500 Index. If the value of the S&P 500 Index increased by 10%, the fair value of these securities would be expected to increase by 10.0%11.5% to $345 million.$42 million. Conversely, a 10% decrease in the S&P 500 Index would imply a decrease of 10.0%11.5% in the fair value of these securities to $283 million.$34 million. The selected hypothetical changes of plus or minus 10% do not reflect what could be considered the best or worst case scenarios and are used for illustrative purposes only.
Our equity investments include equity investments in certain bond investment funds which are not significantly subject to significant equity price risk, and thus we have excluded these investments from the above analysis.







122119


ITEM 8. FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA.
The Supplementary Financial Information required by Item 302 of Regulation S-K is included in Note 18 of the Notes to Consolidated Financial Statements of ProAssurance and its subsidiaries.
ITEM 9. CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSURE.
Not Applicable.
ITEM 9A. CONTROLS AND PROCEDURES.
Disclosure Controls
Under the supervision and with the participation of management, including the Chief Executive Officerprincipal executive and Chief Financial Officer,principal financial officers, the Company has evaluated the effectiveness of the design and operation of our disclosure controls and procedures as of the end of the fiscal year ended December 31, 2017.2020. Based on that evaluation, the Chief Executive Officerprincipal executive and Chief Financial Officerprincipal financial officers have concluded that these controls and procedures are effective.
Disclosure controls and procedures are defined in Exchange Act Rule 13a-15(e) and include the Company’s controls and other procedures that are designed to ensure that information, required to be disclosed by the Company in the reports that it files or submits under the Exchange Act, is accumulated and communicated to management, including the Chief Executive Officerprincipal executive and Chief Financial Officer,principal financial officers, 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, as such term is defined in Exchange Act Rules 13a-15(f) and 15d-15(f). Under the supervision and with the participation of our management, including our Chief Executive Officerprincipal executive and Chief Financial Officer,principal financial officers, we conducted an evaluation of the effectiveness of our internal control over financial reporting as of December 31, 20172020 based on the framework in Internal Control–Integrated Framework issued by the COSO (2013 Framework). Based on that evaluation, our management concluded that our internal control over financial reporting was effective as of December 31, 20172020 and that there was no change in the Company's internal controls during the fiscal year then ended that has materially affected, or is reasonably likely to materially affect, the Company's internal control over financial reporting.
Ernst & Young LLP, an independent registered public accounting firm, has audited the effectiveness of our internal controls over financial reporting as of December 31, 20172020 as stated in their report which is included elsewhere herein.
ITEM 9B. OTHER INFORMATION
None.



120
123


Report of Independent Registered Public Accounting Firm


To the Shareholders and the Board of Directors of ProAssurance Corporation

Opinion on Internal Control overOver Financial Reporting

We have audited ProAssurance Corporation and subsidiaries’ (the Company) internal control over financial reporting as of December 31, 2017,2020, based on criteria established in Internal Control -Control— Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) (the COSO criteria). In our opinion, ProAssurance Corporation and subsidiaries (the Company) maintained, in all material respects, effective internal control over financial reporting as of December 31, 2017,2020, based on the COSO criteria.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets as of December 31, 2020 and 2019, the related consolidated statements of changes of capital, income and comprehensive income, changes in capital and cash flows for each of the three years in the period ended December 31, 2017,2020, and the related notes and financial statement schedules listed in the Index at Item 15(a)15(c) (collectively referred to as the “financial statements”) of the Company and our report dated February 21, 201826, 2021, expressed an unqualified opinion thereon.

Basis for Opinion

The Company’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'sManagement’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 are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audit in accordance with the standards of the PCAOB. 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, testing and evaluating the design and operating effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.

Definition and Limitations of Internal Control Over Financial Reporting

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.

/s/ Ernst & Young LLP





Birmingham, Alabama
February 21, 2018

26, 2021


124121


PART III
ITEM 10. DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE OF THE REGISTRANT.
The information required by this Item regarding executive officers is included in Part I of the Form 10-K in accordance with Instruction 3 of the Instructions to Paragraph (b) of Item 401 of Regulation S-K.
The information required by this Item regarding directors is incorporated by reference pursuant to General Instruction G (3) of Form 10-K from ProAssurance’s definitive proxy statement for the 20182021 Annual Meeting of its Stockholders to be filed with the Securities and Exchange Commission pursuant to Regulation 14A on or about April 14, 2018.9, 2021.
ITEM 11. EXECUTIVE COMPENSATION.
The information required by this Item is incorporated by reference pursuant to General Instruction G (3) of Form 10-K from ProAssurance’s definitive proxy statement for the 20182021 Annual Meeting of its Stockholders to be filed with the Securities and Exchange Commission pursuant to Regulation 14A on or about April 14, 2018.9, 2021.
ITEM 12. SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERS.
The information required by this Item is incorporated by reference pursuant to General Instruction G (3) of Form 10-K from ProAssurance’s definitive proxy statement for the 20182021 Annual Meeting of its Stockholders to be filed with the Securities and Exchange Commission pursuant to Regulation 14A on or about April 14, 2018.9, 2021.
ITEM 13. CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE.
The information required by this Item is incorporated by reference pursuant to General Instruction G (3) of Form 10-K from ProAssurance’s definitive proxy statement for the 20182021 Annual Meeting of its Stockholders to be filed with the Securities and Exchange Commission pursuant to Regulation 14A on or about April 14, 2018.9, 2021.
ITEM 14. PRINCIPAL ACCOUNTANT FEES AND SERVICES.
The information required by this Item is incorporated by reference pursuant to General Instruction G (3) of Form 10-K from ProAssurance’s definitive proxy statement for the 20182021 Annual Meeting of its Stockholders to be filed with the Securities and Exchange Commission pursuant to Regulation 14A on or about April 14, 2018.

9, 2021.


125122


PART IV
ITEM 15. EXHIBITS AND FINANCIAL STATEMENT SCHEDULES.
(a)
Financial Statements. The following consolidated financial statements of ProAssurance Corporation and subsidiaries are included herein in accordance with Item 8 of Part II of this report.
(a)Financial Statements. The following consolidated financial statements of ProAssurance Corporation and subsidiaries are included herein in accordance with Item 8 of Part II of this report.
Report of Registered Public Accounting Firm
Consolidated Balance Sheets – December 31, 20172020 and 20162019
Consolidated Statements of Changes in Capital – years ended December 31, 2017, 20162020, 2019 and 20152018
Consolidated Statements of Income and Comprehensive Income – years ended December 31, 2017, 20162020, 2019 and 20152018
Consolidated Statements of Cash Flows – years ended December 31, 2017, 20162020, 2019 and 20152018
Notes to Consolidated Financial Statements
(b)The exhibits required to be filed by Item 15(b) are listed herein in the Exhibit Index.
(c)Financial Statement Schedules. The following consolidated financial statement schedules of ProAssurance Corporation and subsidiaries are included herein in accordance with Item 14(d)Rule 14a-3(b):
Schedule I – Summary of Investments – Other than Investments in Related Parties
Schedule II – Condensed Financial Information of ProAssurance Corporation (Registrant Only)
Schedule III – Supplementary Insurance Information
Schedule IV – Reinsurance
All other schedules to the consolidated financial statements required by Article 7 of Regulation S-X are not required under the related instructions or are inapplicable and therefore have been omitted.
(b)The exhibits required to be filed by Item 15(b) are listed herein in the Exhibit Index.



123
126


SIGNATURES
Pursuant to the requirements of Section 13 of 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, on this the 21st26th day of February 2018.
2021.
PROASSURANCE CORPORATION
PROASSURANCE CORPORATION
By:
/S/    W. STANCIL STARNES        EDWARD L. RAND, JR.        
W. Stancil StarnesEdward L. Rand, Jr.
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 dates indicated.
NameTitleDate
/S/    EDWARD L. RAND, JR.        
President and Chief Executive OfficerFebruary 26, 2021
Edward L. Rand, Jr.(Principal Executive Officer)
Name
/S/    DANA S. HENDRICKS
TitleChief Financial OfficerDateFebruary 26, 2021
Dana S. Hendricks(Principal Financial and Accounting Officer)
/S/    W. STANCIL STARNES, J.D.        
Chairman of the Board, Chief Executive OfficerFebruary 21, 2018
W. Stancil Starnes, J.D.
/S/    SAMUEL A. DI PIAZZA, JR.        
(Principal Executive Officer) and PresidentDirectorFebruary 26, 2021
/S/    EDWARD L. RAND, JR.        
Chief Operating Officer and Chief FinancialFebruary 21, 2018
Edward L. Rand, Jr.Officer
/S/    SAMUEL A. DI PIAZZA, JR.        
DirectorFebruary 21, 2018
Samuel A. Di Piazza, Jr.
/S/    ROBERT E. FLOWERS, M.D.M.D.        
DirectorFebruary 21, 201826, 2021
Robert E. Flowers, M.D.
/S/    M. JAMES GORRIE
DirectorFebruary 21, 201826, 2021
M. James Gorrie
/S/    BRUCE D. ANGIOLILLO, J.D.
DirectorFebruary 21, 201826, 2021
Bruce D. Angiolillo, J.D.
/S/    JOHN J. MCMAHON JR.       AYE HEAD FREI       
DirectorFebruary 21, 201826, 2021
John J. McMahonMaye Head Frei
/S/S/    KATISHA T. VANCE,M.D.
DirectorFebruary 21, 201826, 2021
Katisha T. Vance, M.D.
/S/    FRANK A. SPINOSA, D.P.M.        
DirectorFebruary 21, 201826, 2021
Frank A. Spinosa, D.P.M.
/S/    ZIAD R. HAYDAR, M.D.        
DirectorFebruary 21, 201826, 2021
Ziad R. Haydar, M.D.
/S/    THOMAS A.S. WILSON, JR., M.D.     
DirectorFebruary 21, 201826, 2021
Thomas A. S. Wilson, Jr., M.D.
/S/   KEDRICK D. ADKINS, JR.
DirectorFebruary 26, 2021
Kedrick D. Adkins, Jr.




127124


Report of Independent Registered Public Accounting Firm


To the Shareholders and the Board of Directors of ProAssurance Corporation

Opinion on the Financial Statements

We have audited the accompanying consolidated balance sheets of ProAssurance Corporation and subsidiaries (the Company) as of December 31, 20172020 and 2016,2019, the related consolidated statements of income, comprehensive income, changes in capital income and comprehensive income, and cash flows for each of the three years in the period ended December 31, 2017,2020, and the related notes and financial statement schedules listed in the Index at Item 15(a)15(c) (collectively referred to as the “financial“consolidated financial statements”). In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the consolidated financial position of the Company at December 31, 20172020 and 2016,2019, and the consolidated results of its operations and its cash flows for each of the three years in the period ended December 31, 2017,2020, in conformity with U.S. generally accepted accounting principles.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the Company's internal control over financial reporting as of December 31, 2017,2020, based on criteria established in Internal Control-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework), and our report dated February 21, 201826, 2021, expressed an unqualified opinion thereon.

Basis for Opinion

These financial statements are the responsibility of the Company's management. Our responsibility is to express an opinion on the Company’s financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. We believe that our audits provide a reasonable basis for our opinion.

Critical Audit Matter
The critical audit matter communicated below is a matter arising from the current period audit of the financial statements that was communicated or required to be communicated to the audit committee and that: (1) relate to accounts or disclosures that are material to the financial statements and (2) involved our especially challenging, subjective, or complex judgments. The communication of the critical audit matter does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

125

Valuation of reserve for losses and loss adjustment expenses
Description of the MatterAt December 31, 2020, the Company’s gross reserve for losses and loss adjustment expenses was $2.4 billion. As explained in Notes 1 and 8 to the financial statements, the reserve for losses and loss adjustment expenses represents the estimated ultimate costs of all reported and unreported losses and loss adjustment expenses incurred and unpaid as of the reporting date. The reserve for losses and loss adjustment expenses is determined based on individual claims and payments thereon as well as actuarially determined estimates of ultimate losses. The Company updates the data underlying the estimation of the reserve for losses each reporting period and adjusts loss estimation assumptions that best reflect emerging data. Both internal and consulting actuaries perform an in-depth review of the reserve for losses on at least a semi-annual basis using the Company’s loss and exposure data. The actuarial process is highly judgmental, both as to the selection of the various actuarial methodologies, and the significant assumptions within those methodologies, which are based on historical paid and incurred development trends, and in the interpretation of the output of the various methods used.
Auditing management’s reserve for losses and loss adjustment expenses required the involvement of our actuarial specialists and was complex and highly judgmental due to sensitivity of the significant assumptions which have a significant impact on the valuation of the reserve for losses and loss adjustment expenses.
How We Addressed the Matter in Our AuditWe obtained an understanding, evaluated the design and tested controls that address the risks of material misstatement related to the valuation of the reserve for losses and loss adjustment expenses. This included testing management’s controls over the review and approval processes that management has in place for the methods and significant assumptions used in estimating the reserve.
To test the reserve for losses and loss adjustment expenses, we performed audit procedures that included, among others, evaluating, with the assistance of our actuarial specialists, the Company’s selection of methods against those used in prior periods and used in the industry for similar types of insurance. We evaluated assumptions, based on historical paid and incurred loss development trends, relative to the Company’s historical experience and to the extent required compared to industry experience.We involved our actuarial specialists to independently calculate a range of reasonable losses and loss adjustment expense reserve estimates and compared this range to the Company’s recorded reserve for losses and loss adjustment expense. We also performed a review of the development of prior years’ reserve estimates.

/s/ Ernst & Young, LLP





We have served as the Company's auditor since 1977.

Birmingham, Alabama
February 21, 201826, 2021





128126


ProAssurance Corporation and Subsidiaries
Consolidated Balance Sheets
(In thousands, except share data)
December 31,
2020
December 31,
2019
Assets
Investments
Fixed maturities, available-for-sale, at fair value (amortized cost, $2,361,575 and $2,241,304, respectively; allowance for expected credit losses, $552 as of current period end)$2,457,531 $2,288,785 
Fixed maturities, trading, at fair value (cost, $47,907 and $46,772, respectively)48,456 47,284 
Equity investments, at fair value (cost, $113,709 and $227,873, respectively)120,101 250,552 
Short-term investments337,813 339,907 
Business owned life insurance67,847 66,112 
Investment in unconsolidated subsidiaries310,529 358,820 
Other investments (at fair value, $44,116 and $36,018, respectively, otherwise at cost or amortized cost)47,068 38,949 
Total Investments3,389,345 3,390,409 
Cash and cash equivalents215,782 175,369 
Premiums receivable, net201,395 249,540 
Receivable from reinsurers on paid losses and loss adjustment expenses14,370 12,739 
Receivable from reinsurers on unpaid losses and loss adjustment expenses385,087 390,708 
Prepaid reinsurance premiums35,885 42,796 
Deferred policy acquisition costs47,196 55,567 
Deferred tax asset, net57,105 44,387 
Real estate, net30,529 30,410 
Operating lease ROU assets19,013 21,074 
Intangible assets, net65,720 70,757 
Goodwill49,610 210,725 
Other assets143,766 111,118 
Total Assets$4,654,803 $4,805,599 
Liabilities and Shareholders' Equity
Liabilities
Policy liabilities and accruals
Reserve for losses and loss adjustment expenses$2,417,179 $2,346,526 
Unearned premiums361,547 413,086 
Reinsurance premiums payable39,998 52,946 
Total Policy Liabilities2,818,725 2,812,558 
Operating lease liabilities20,116 22,051 
Other liabilities182,039 173,256 
Debt less unamortized debt issuance costs284,713 285,821 
Total Liabilities3,305,593 3,293,686 
Shareholders' Equity
Common shares (par value $0.01 per share, 100,000,000 shares authorized, 63,217,708 and 63,117,235 shares issued, respectively)632 631 
Additional paid-in capital388,150 384,551 
Accumulated other comprehensive income (loss) (net of deferred tax expense (benefit) of $19,386 and $9,795, respectively)75,227 36,955 
Retained earnings1,301,163 1,505,738 
Treasury shares, at cost (9,325,180 shares as of each respective period end)(415,962)(415,962)
Total Shareholders' Equity1,349,210 1,511,913 
Total Liabilities and Shareholders' Equity$4,654,803 $4,805,599 
 December 31,
2017
 December 31,
2016
Assets   
Investments   
Fixed maturities, available for sale, at fair value; amortized cost, $2,257,188 and $2,586,821, respectively$2,280,242
 $2,613,406
Equity securities, trading, at fair value; cost, $425,942 and $353,744, respectively470,609
 387,274
Short-term investments432,126
 442,084
Business owned life insurance62,113
 60,134
Investment in unconsolidated subsidiaries330,591
 340,906
Other investments, $52,301 and $31,501 at fair value, respectively, otherwise at cost or amortized cost110,847
 81,892
Total Investments3,686,528
 3,925,696
Cash and cash equivalents134,495
 117,347
Premiums receivable238,085
 223,480
Receivable from reinsurers on paid losses and loss adjustment expenses7,317
 5,446
Receivable from reinsurers on unpaid losses and loss adjustment expenses335,585
 273,475
Prepaid reinsurance premiums39,916
 39,723
Deferred policy acquisition costs50,261
 46,809
Deferred tax asset, net9,930
 10,256
Real estate, net31,975
 31,814
Intangible assets, net82,952
 84,406
Goodwill210,725
 210,725
Other assets101,428
 96,004
Total Assets$4,929,197
 $5,065,181
    
Liabilities and Shareholders’ Equity   
Liabilities   
Policy liabilities and accruals   
Reserve for losses and loss adjustment expenses$2,048,381
 $1,993,428
Unearned premiums398,884
 372,563
Reinsurance premiums payable37,726
 30,001
Total Policy Liabilities2,484,991
 2,395,992
Other liabilities437,600
 422,285
Debt less debt issuance costs411,811
 448,202
Total Liabilities3,334,402
 3,266,479
Shareholders’ Equity   
Common shares, par value $0.01 per share, 100,000,000 shares authorized, 62,824,523 and 62,660,234 shares issued, respectively628
 627
Additional paid-in capital383,077
 376,518
Accumulated other comprehensive income (loss), net of deferred tax expense (benefit) of $5,218 and $9,894, respectively14,911
 17,399
Retained earnings1,614,186
 1,824,088
Treasury shares, at cost, 9,367,502 shares and 9,408,977 shares, respectively(418,007) (419,930)
Total Shareholders’ Equity1,594,795
 1,798,702
Total Liabilities and Shareholders’ Equity$4,929,197
 $5,065,181
See accompanying notes.



129127


ProAssurance Corporation and Subsidiaries
Consolidated Statements of Changes in Capital
(In thousands)
 Common Stock Additional Paid-in Capital Accumulated Other Comprehensive Income (Loss) Retained Earnings Treasury Stock Total
Balance at January 1, 2015$623
 $359,577
 $58,204
 $1,991,704
 $(252,164) $2,157,944
Common shares reacquired
 
 
 
 (169,793) (169,793)
Common shares issued for compensation and effect of shares reissued to stock purchase plan
 1,232
 
 
 2,397
 3,629
Share-based compensation
 9,166
 
 
 
 9,166
Net effect of restricted and performance shares issued and stock options exercised2
 (4,576) 
 
 
 (4,574)
Dividends to shareholders
 
 
 (119,866) 
 (119,866)
Other comprehensive income (loss)
 
 (34,349) 
 
 (34,349)
Net income
 
 
 116,197
 
 116,197
Balance at December 31, 2015625
 365,399
 23,855
 1,988,035
 (419,560) 1,958,354
Common shares reacquired
 
 
 
 (2,106) (2,106)
Common shares issued for compensation and effect of shares reissued to stock purchase plan
 1,696
 
 
 1,736
 3,432
Share-based compensation
 12,455
 
 
 
 12,455
Net effect of restricted and performance shares issued and stock options exercised2
 (3,032) 
 
 
 (3,030)
Dividends to shareholders
 
 
 (315,028) 
 (315,028)
Other comprehensive income (loss)
 
 (6,456) 
 
 (6,456)
Net income
 
 
 151,081
 
 151,081
Balance at December 31, 2016627
 376,518
 17,399
 1,824,088
 (419,930) 1,798,702
Cumulative-effect adjustment-
ASU 2016-09 adoption*

 425
 
 (276) 
 149
Common shares issued for compensation and effect of shares reissued to stock purchase plan
 957
 
 
 1,923
 2,880
Share-based compensation
 10,615
 
 
 
 10,615
Net effect of restricted and performance shares issued1
 (5,438) 
 
 
 (5,437)
Dividends to shareholders
 
 
 (316,890) 
 (316,890)
Other comprehensive income (loss)
 
 (2,488) 
 
 (2,488)
Net income
 
 
 107,264
 
 107,264
Balance at December 31, 2017$628
 $383,077
 $14,911
 $1,614,186
 $(418,007) $1,594,795
ProAssurance Shareholders' Equity
Common StockAdditional Paid-in CapitalAccumulated Other Comprehensive Income (Loss)Retained EarningsTreasury StockTotal
Balance at January 1, 2018$628 $383,077 $14,911 $1,614,186 $(418,007)$1,594,795 
Cumulative-effect adjustment-
ASU 2016-01 adoption
— — — 8,334 — 8,334 
Cumulative-effect adjustment-
ASU 2018-02 adoption
— — 3,416 (3,416)— 
Common shares issued for compensation and effect of shares reissued to stock purchase plan— 314 — — 730 1,044 
Share-based compensation— 5,258 — — — 5,258 
Net effect of restricted and performance shares issued(3,936)— — — (3,934)
Dividends to shareholders— — — (94,314)— (94,314)
Other comprehensive income (loss)— — (35,238)— — (35,238)
Net income— — — 47,057 — 47,057 
Balance at December 31, 2018630 384,713 (16,911)1,571,847 (417,277)1,523,002 
Cumulative-effect adjustment-
ASU 2018-07 adoption
— — — (444)— (444)
Common shares issued for compensation and effect of shares reissued to stock purchase plan— (965)— — 1,315 350 
Share-based compensation— 3,512 — — — 3,512 
Net effect of restricted and performance shares issued(2,709)— — — (2,708)
Dividends to shareholders— — — (66,669)— (66,669)
Other comprehensive income (loss)— — 53,866 — — 53,866 
Net income— — — 1,004 — 1,004 
Balance at December 31, 2019631 384,551 36,955 1,505,738 (415,962)1,511,913 
Cumulative-effect adjustment- ASU 2016-13 adoption*   (4,076) (4,076)
Common shares issued for compensation and effect of shares reissued to stock purchase plan 691    691 
Share-based compensation 3,845    3,845 
Net effect of restricted and performance shares issued1 (937)   (936)
Dividends to shareholders   (24,772) (24,772)
Other comprehensive income (loss)  38,272   38,272 
Net income (loss)   (175,727) (175,727)
Balance at December 31, 2020$632 $388,150 $75,227 $1,301,163 $(415,962)$1,349,210 
* See Note 1 of the Notes to Consolidated Financial Statements for discussion of accounting guidance adopted during the year.
See accompanying notes.





130128


ProAssurance Corporation and Subsidiaries
Consolidated Statements of Income and Comprehensive Income
(In thousands, except per share data)
Year Ended December 31Year Ended December 31
2017 2016 2015 202020192018
Revenues     Revenues
Net premiums earned$738,531
 $733,281
 $694,149
Net premiums earned$792,715 $847,532 $818,853 
Net investment income95,662
 100,012
 108,660
Net investment income71,998 93,269 91,884 
Equity in earnings (loss) of unconsolidated subsidiaries8,033
 (5,762) 3,682
Equity in earnings (loss) of unconsolidated subsidiaries(11,921)(10,061)8,948 
Net realized investment gains (losses):     Net realized investment gains (losses):
OTTI losses(13,200) (10,834) (19,917)
Portion of OTTI losses recognized in other comprehensive income before taxes248
 1,068
 4,572
Impairment lossesImpairment losses(1,745)(978)(490)
Portion of impairment losses recognized in other comprehensive income (loss) before taxesPortion of impairment losses recognized in other comprehensive income (loss) before taxes237 227 
Net impairment losses recognized in earnings(12,952) (9,766) (15,345)Net impairment losses recognized in earnings(1,508)(751)(490)
Other net realized investment gains (losses)29,361
 44,641
 (26,294)Other net realized investment gains (losses)17,186 60,625 (42,998)
Total net realized investment gains (losses)16,409
 34,875
 (41,639)Total net realized investment gains (losses)15,678 59,874 (43,488)
Other income7,514
 7,808
 7,227
Other income6,470 9,220 9,833 
     
Total revenues866,149
 870,214
 772,079
Total revenues874,940 999,834 886,030 
     
Expenses     Expenses
Net losses and loss adjustment expenses469,158
 443,229
 410,711
Underwriting, policy acquisition and operating expenses     
Operating expense140,002
 139,232
 137,508
DPAC Amortization95,751
 88,378
 79,556
Segregated portfolio cells dividend expense (income)15,771
 8,142
 853
Interest expense16,844
 15,032
 14,596
     
Total expenses737,526
 694,013
 643,224
     
     
Income before income taxes128,623
 176,201
 128,855
     
Provision for income taxes     
Net losses and loss adjustment expensesNet losses and loss adjustment expenses661,447 753,915 593,210 
Underwriting, policy acquisition and operating expenses:Underwriting, policy acquisition and operating expenses:
Operating expenseOperating expense127,316 137,119 133,689 
DPAC amortizationDPAC amortization110,565 115,330 104,501 
SPC U.S. federal income tax expenseSPC U.S. federal income tax expense1,746 1,059 366 
SPC dividend expense (income)SPC dividend expense (income)14,304 4,579 9,122 
Interest expenseInterest expense15,503 16,636 16,117 
Goodwill impairmentGoodwill impairment161,115 
Total expensesTotal expenses1,091,996 1,028,638 857,005 
Income (loss) before income taxesIncome (loss) before income taxes(217,056)(28,804)29,025 
Provision for income taxes:Provision for income taxes:
Current expense (benefit)19,666
 16,586
 28,652
Current expense (benefit)(20,181)(1,165)(6,208)
Deferred expense (benefit)1,693
 8,534
 (15,994)Deferred expense (benefit)(21,148)(28,643)(11,824)
Total income tax expense (benefit)21,359
 25,120
 12,658
Total income tax expense (benefit)(41,329)(29,808)(18,032)
     
Net income107,264
 151,081
 116,197
     
Net income (loss)Net income (loss)(175,727)1,004 47,057 
Other comprehensive income (loss), after tax, net of reclassification adjustments(2,488) (6,456) (34,349)Other comprehensive income (loss), after tax, net of reclassification adjustments38,272 53,866 (35,238)
     
Comprehensive income$104,776
 $144,625
 $81,848
     
Earnings per share:     
Comprehensive income (loss)Comprehensive income (loss)$(137,455)$54,870 $11,819 
Earnings (loss) per shareEarnings (loss) per share
Basic$2.01
 $2.84
 $2.12
Basic$(3.26)$0.02 $0.88 
Diluted$2.00
 $2.83
 $2.11
Diluted$(3.26)$0.02 $0.88 
     
Weighted average number of common shares outstanding:     Weighted average number of common shares outstanding:
Basic53,393
 53,216
 54,795
Basic53,863 53,740 53,598 
Diluted53,611
 53,448
 55,017
Diluted53,906 53,841 53,749 
     
Cash dividends declared per common share$5.93
 $5.93
 $2.24
Cash dividends declared per common share$0.46 $1.24 $1.74 
See accompanying notes.



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ProAssurance Corporation and Subsidiaries
Consolidated Statements of Cash Flows
(In thousands)
Year Ended December 31Year Ended December 31
2017 2016 2015 202020192018
Operating Activities     Operating Activities
Net income$107,264
 $151,081
 $116,197
Adjustments to reconcile income to net cash provided by operating activities:     
Net income (loss)Net income (loss)$(175,727)$1,004 $47,057 
Adjustments to reconcile income (loss) to net cash provided by operating activities:Adjustments to reconcile income (loss) to net cash provided by operating activities:
Goodwill impairmentGoodwill impairment161,115 
Depreciation and amortization, net of accretion28,796
 32,789
 36,218
Depreciation and amortization, net of accretion21,375 18,665 21,255 
(Increase) decrease in cash surrender value of BOLI(1,979) (2,008) (2,032)(Increase) decrease in cash surrender value of BOLI(1,735)(2,016)(1,983)
Net realized investment (gains) losses(16,409) (34,875) 41,639
Net realized investment (gains) losses(15,678)(59,874)43,488 
Share-based compensation10,615
 12,455
 9,166
Share-based compensation3,840 3,527 5,321 
Deferred income taxes1,693
 8,534
 (15,994)
Deferred income tax expense (benefit)Deferred income tax expense (benefit)(21,148)(28,643)(11,824)
Policy acquisition costs, net of amortization (net deferral)(3,452) (2,421) (5,598)Policy acquisition costs, net of amortization (net deferral)8,371 (1,451)(3,855)
Equity in (earnings) loss of unconsolidated subsidiaries(8,033) 5,762
 (3,682)Equity in (earnings) loss of unconsolidated subsidiaries11,921 10,061 (8,948)
Distributed earnings from unconsolidated subsidiariesDistributed earnings from unconsolidated subsidiaries36,672 25,849 31,219 
Other108
 1,772
 466
Other2,409 2,175 1,168 
Other changes in assets and liabilities:     Other changes in assets and liabilities:
Premiums receivable(14,605) (6,446) (14,506)Premiums receivable42,985 11,926 (23,381)
Reinsurance related assets and liabilities(56,449) (26,108) (3,411)Reinsurance related assets and liabilities(2,047)(52,902)4,697 
Other assets(792) 15,665
 (10,458)Other assets(13,721)(13,481)(4,206)
Reserve for losses and loss adjustment expenses54,953
 (11,898) (52,940)Reserve for losses and loss adjustment expenses70,653 226,679 71,466 
Unearned premiums26,321
 10,497
 16,238
Unearned premiums(51,539)(2,125)16,327 
Other liabilities20,965
 14,321
 (179)Other liabilities14,597 8,772 (10,536)
Net cash provided (used) by operating activities148,996
 169,120
 111,124
Net cash provided (used) by operating activities92,343 148,166 177,265 
Investing Activities     Investing Activities
Purchases of:     Purchases of:
Fixed maturities, available for sale(614,440) (636,377) (580,577)
Equity securities, trading(207,857) (112,912) (271,608)
Fixed maturities, available-for-saleFixed maturities, available-for-sale(917,037)(695,552)(780,698)
Equity investmentsEquity investments(69,406)(116,092)(203,157)
Other investments(50,362) (18,613) (33,366)Other investments(35,616)(28,851)(32,153)
Funding of qualified affordable housing project tax credit partnerships(507) (1,019) (12,477)Funding of qualified affordable housing project tax credit partnerships(1,583)(357)
Investment in unconsolidated subsidiaries(42,183) (50,890) (61,444)Investment in unconsolidated subsidiaries(40,093)(69,411)(78,141)
Proceeds from sales or maturities of:     Proceeds from sales or maturities of:
Fixed maturities, available for sale932,070
 752,516
 886,886
Equity securities, trading146,356
 85,226
 236,476
Fixed maturities, available-for-saleFixed maturities, available-for-sale801,580 568,572 914,021 
Equity investmentsEquity investments196,762 359,727 210,481 
Other investments25,372
 13,797
 33,638
Other investments35,524 29,017 29,815 
Distributions from unconsolidated subsidiaries56,931
 16,947
 28,017
Net sales or (purchases) of fixed maturities, tradingNet sales or (purchases) of fixed maturities, trading(383)(8,254)(38,544)
Return of invested capital from unconsolidated subsidiariesReturn of invested capital from unconsolidated subsidiaries40,068 42,478 84,534 
Net sales or maturities (purchases) of short-term investments4,167
 (322,872) 11,932
Net sales or maturities (purchases) of short-term investments2,361 (30,718)123,886 
Unsettled security transactions, net change(2,031) 1,388
 2,339
Unsettled security transactions, net change(11,173)(6,455)(4,022)
Purchases of capital assets(10,485) (10,922) (9,524)Purchases of capital assets(7,478)(9,586)(9,636)
Purchases of intangible assets(2,984) 
 
Repayments (advances) under Syndicate Credit AgreementRepayments (advances) under Syndicate Credit Agreement0 16,009 (184)
Other(9,380) 4,792
 (2,505)Other(2,010)(5)(1,305)
Net cash provided (used) by investing activities224,667
 (278,939) 227,787
Net cash provided (used) by investing activities(8,484)50,522 214,897 
Continued on following page.     
Continued on the following page.Continued on the following page.


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Table of Contents

Year Ended December 31Year Ended December 31
2017 2016 2015 202020192018
Continued from the previous page.     Continued from the previous page.
Financing Activities     Financing Activities
Borrowings (repayments) under Revolving Credit Agreement(77,000) 100,000
 100,000
Proceeds from Mortgage Loans40,460
 
 
Repurchase of common stock
 (2,106) (172,772)
Repayments under Revolving Credit AgreementRepayments under Revolving Credit Agreement0 (123,000)
Repayments of Mortgage LoansRepayments of Mortgage Loans(1,502)(1,447)(1,396)
Dividends to shareholders(315,228) (118,812) (217,626)Dividends to shareholders(38,664)(93,204)(316,476)
External capital contribution received for segregated portfolio cells2,936
 9,952
 836
Capital contribution received from (return of capital to) external segregated portfolio cell participantsCapital contribution received from (return of capital to) external segregated portfolio cell participants(2,345)(5,024)(1,005)
Other(7,683) (2,968) (5,289)Other(935)(4,115)(4,309)
Net cash provided (used) by financing activities(356,515) (13,934) (294,851)Net cash provided (used) by financing activities(43,446)(103,790)(446,186)
Increase (decrease) in cash and cash equivalents17,148
 (123,753) 44,060
Increase (decrease) in cash and cash equivalents40,413 94,898 (54,024)
Cash and cash equivalents at beginning of period117,347
 241,100
 197,040
Cash and cash equivalents at beginning of period175,369 80,471 134,495 
Cash and cash equivalents at end of period$134,495
 $117,347
 $241,100
Cash and cash equivalents at end of period$215,782 $175,369 $80,471 
     
Supplemental Disclosure of Cash Flow Information     Supplemental Disclosure of Cash Flow Information
Cash paid during the year for income taxes, net of refunds$17,193
 $(8,683) $42,784
Cash paid during the year for income taxes, net of refunds$(8,832)$2,748 $5,726 
Cash paid during the year for interest$15,892
 $14,732
 $13,996
Cash paid during the year for interest$14,712 $14,294 $16,165 
     
Significant Non-Cash Transactions     Significant Non-Cash Transactions
Operating ROU assets obtained in exchange for operating lease liabilitiesOperating ROU assets obtained in exchange for operating lease liabilities$1,351 $5,436 $
Dividends declared and not yet paid$267,292
 $265,659
 $69,447
Dividends declared and not yet paid$2,694 $16,676 $43,446 
See accompanying notes.



131
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Table of Contents
ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020



1. Accounting Policies
Organization and Nature of Business
ProAssurance Corporation (ProAssurance, PRA or the Company), a Delaware corporation, is an insurance holding company primarily for wholly owned specialty property and casualty and workers' compensation insurance entities including an entity that is the majorityprovides capital provider to Syndicate 1729 and Syndicate 6131 at Lloyd's of London.Lloyd's. Risks insured are primarily liability risks located within the U.S. As described in more detail in Note 15,
ProAssurance operates in four5 reportable segments:segments as follows: Specialty P&C, Workers' Compensation Insurance, Segregated Portfolio Cell Reinsurance, Lloyd's SyndicateSyndicates and Corporate. For more information on the Company's segment reporting, including the nature of products and services provided and financial information by segment, refer to Note 16.
Principles of Consolidation
The accompanying consolidated financial statements include the accounts of ProAssurance Corporation and its wholly owned subsidiaries. Investments in entities where ProAssurance holds a greater than minor interest but does not hold a controlling interest are accounted for using the equity method. All significant intercompany accounts and transactions are eliminated in consolidation. ProAssurance subsidiaries located in the U.K. are normally reported on a quarter delaylag due to timing issues regarding the availability of information, except when information is available that is material to the current period. Furthermore, investment results associated with ourProAssurance's FAL investments and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame.
Reclassifications
In ProAssurance's December 31, 2019 and 2018 reports on Form 10-K, underwriting, policy acquisition and operating expenses for the years ended December 31, 2019 and 2018 included a provision for U.S. federal income taxes of $1.1 million and $0.4 million, respectively, for SPCs at Inova Re reported in the Company's Segregated Portfolio Cell Reinsurance segment that elected to be taxed as U.S. taxpayers. Beginning in 2020, this tax provision is now presented as a separate line item on the Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense. To conform to the current year presentation, ProAssurance has recast underwriting, policy acquisition and operating expenses for the years ended December 31, 2019 and 2018 on the Consolidated Statements of Income and Comprehensive Income as well as in the financial results by segment in Note 16.
Certain other insignificant prior year amounts have been reclassified to conform to the current year presentation.
Basis of Presentation
The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities, revenues and expenses, and disclosures related to these amounts at the date of the financial statements. Actual results could differ from those estimates.
Reclassifications
In the second quarter of 2017, ProAssurance began presenting separately the components of underwriting, policy acquisition and operating expense as operating expense and DPAC amortization on the Condensed Consolidated Statements of Income and Comprehensive Income in order to provide additional details for investors. The Consolidated Statements of Income and Comprehensive Income for the years ended December 31, 2016 and 2015 have been reclassified to conform to the current period presentation. Total underwriting, policy acquisition and operating expense as well as net income for all periods presented was not affected by the change in presentation.
Certain other insignificant prior year amounts have been reclassified to conform to the current year presentation.
Accounting Policies
The significant accounting policies followed by ProAssurance in making estimates that materially affect financial reporting are summarized in these Notes to Consolidated Financial Statements. The Company evaluates these estimates and assumptions on an ongoing basis based on current and historical developments, market conditions, industry trends and other information that the Company believes to be reasonable under the circumstances. The Company can make no assurance that actual results will conform to its estimates and assumptions; reported results of operations may be materially affected by changes in these estimates and assumptions.
As a result of the COVID-19 pandemic, the Company is reevaluating certain of these estimates and assumptions which could result in material changes to its results of operations including, but not limited to, higher losses and loss adjustment expenses, lower premium volume, asset impairment charges, declines in investment valuations, reductions in audit premium estimates, deferred tax valuation allowances and increases in the allowance for expected credit losses related to available-for-sale securities, premiums receivable and reinsurance receivables. The extent to which the COVID-19 pandemic impacts the Company's business, results of operations and financial condition will depend on future developments, which are highly uncertain and cannot be predicted. These factors include, but are not limited to, the duration, spread, severity, reemergence or mutation of the COVID-19 pandemic, development and wide-scale distribution of medicines or vaccines that effectively treat

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the virus, the effects of the COVID-19 pandemic on the Company's insureds, the loss environment, the healthcare industry, the labor market and Lloyd's, the actions and stimulus measures taken by governments and governmental agencies, and to what extent normal economic and operating conditions can resume. Even after the COVID-19 pandemic has subsided, the Company may experience an impact to its business as a result of any economic recession that has occurred or may occur in the future.
Recognition of Revenues
Insurance premiums are recognized as revenues pro rata over the terms of the policies, which are principally one year in duration.
Credit Losses
ProAssurance's premiumpremiums receivable and agencyreinsurance receivables are exposed to credit losses but to-date have not experienced any significant amount of credit losses. Recorded allowances forProAssurance measures expected credit losses were less than $1.5 millionon its premiums receivables and reinsurance receivables on a collective (pool) basis when similar risk characteristics exist, and the Company will reassess its pools each reporting period to ensure all receivables within the pool continue to share similar risk characteristics. If the Company determines that a receivable does not share risk characteristics with its other receivables within a pool, it will evaluate that receivable for expected credit losses on an individual basis. ProAssurance measures expected credit losses associated with its premium receivables at the segment level as each segment’s premium receivables share similar risk characteristics including term, type of financial asset and similar historical and expected credit loss patterns. ProAssurance measures expected credit losses associated with its reinsurance receivables (related to both paid and unpaid losses) at the consolidated level as its reinsurance receivables share similar risk characteristics including type of financial asset, type of industry and similar historical and expected credit loss patterns.
ProAssurance measures expected credit losses over the contractual term of each pool utilizing a loss rate method. Historical internal credit loss experience for each pool is the basis for the Company’s assessment of expected credit losses; however, the Company may also consider historical credit loss information from external sources. In addition to historical credit loss data, the Company also considers reasonable and supportable forecasts of future economic conditions in its estimate of expected credit losses by utilizing industry and macroeconomic factors that it believes most relevant to the collectability of each pool.
ProAssurance's premiums receivable on its Consolidated Balance Sheet as of December 31, 20172020 and 2016. Neither estimated2019 is reported net of the related allowance for expected credit losses nor actualof $6.1 million and $1.6 million, respectively. The following tables present a roll forward of the allowance for expected credit write-offs, net of recoveries, exceeded $0.5 million duringlosses related to the yearsCompany's premiums receivable for the year ended December 31, 20172020.
(In thousands)Premiums Receivable, NetAllowance for Expected Credit Losses
Balance, December 31, 2019$249,540 $1,590 
Cumulative-effect adjustment on January 1, 2020, before tax - ASU 2016-13 adoption5,160 
Provision for expected credit losses827 
Write offs charged against the allowance(2,019)
Recoveries of amounts previously written off573 
Balance, December 31, 2020$201,395 $6,131 
ProAssurance's expected credit losses associated with its reinsurance receivables (related to both paid and 2016.unpaid losses) were nominal in amount as of December 31, 2020. ProAssurance has other financial assets and off-balance-sheet commitments that are exposed to credit losses; however, expected credit losses associated with these assets and commitments were nominal in amount as of December 31, 2020.
Earned But Unbilled Premiums
Workers’ compensation premiums are determined based upon the payroll of the insured, the applicable premium rates and an experience-based modification factor, where applicable, an experience based modification factor.applicable. An audit of the policyholders’ records is conducted after policy expiration to make a final determination of applicable premiums. Audit premium due from or due to a policyholder as a result of an audit is reflected in net premiums written and earned when billed. ProAssurance tracks, by policy, the amount of additional


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premium billed in final audit invoices as a percentage of payroll exposure and uses this information to estimate the

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probable additional amount that it has earned, but not yet billed,of EBUB as of the balance sheet date. Changes to the EBUB estimate are included in net premiums written and earned in the period recognized. As of December 31, 20172020 and 2016,2019, ProAssurance carried EBUB of $3.0 million and $4.3 million, respectively, as a part of premiums receivable. As a result of the economic impact of COVID-19, the Company expects future reductions in payroll exposure related to in-force policies that could result in a significant decrease in audit premium and our EBUB estimate. ProAssurance will continue to monitor and adjust the estimate, if necessary, based on changes in insured payrolls and economic conditions, as experience develops or new information becomes known; however, the length and magnitude of such changes depends on future developments, which are highly uncertain and cannot be predicted.
Losses and Loss Adjustment Expenses
ProAssurance establishes its reserve for losses and loss adjustment expensesLAE ("reserve for losses" or "reserve") based on estimates of the future amounts necessary to pay claims and expenses associated with the investigation and settlement of claims. The reserve for losses is determined on the basis of individual claims and payments thereon as well as actuarially determined estimates of future losses based on past loss experience, available industry data and projections as to future claims frequency, severity, inflationary trends, judicial trends, legislative changes and settlement patterns.
Management establishes the reserve for losses after taking into consideration a variety of factors including premium rates, historical paid and incurred loss development trends, and management's evaluation of the current loss environment including frequency, severity, the expected effect of inflation, general economic and social trends, and the legal and political environment. Management also takes into consideration the conclusions reached by internal and consulting actuaries, premium rates, claims frequency and severity, historical paid and incurred loss development trends, the expected effect of inflation, general economic trends, and the legal and political environment.actuaries. Management updates and reviews the data underlying the estimation of the reserve for losses each reporting period and makes adjustments to loss estimation assumptions that best reflect emerging data. Both internal and consulting actuaries perform an in-depth review of the reserve for losses on at least a semi-annual basis using the loss and exposure data of ProAssurance's subsidiaries. Consulting actuaries provide reports to management regarding the adequacy of reserves.
Estimating casualty insurance reserves, and particularly long-tailed insurance reserves, is a complex process. Long-tailed insurance is characterized by the extended period of time between collectingtypically required both to assess the premium for insuringviability of a riskclaim and potential damages, if any, and to reach a resolution of the ultimate payment of losses.claim. For a high proportion of the risks insured or reinsured by ProAssurance, the period of time required to resolve a claim is often five years or more, and claims may be subject to litigation. Estimating losses for these long-tailed claims requires ProAssurance to make and revise judgments and assessments regarding multiple uncertainties over an extended period of time. As a result, reserve estimates may vary significantly from the eventual outcome. Reserve estimates and the assumptions on which these estimates are predicated are regularly reviewed and updated as new information becomes available. Any adjustments necessary are reflected in then current operations. Due to the size of ProAssurance’s reserve for losses, even a small percentage adjustment to these estimates could have a material effect on earnings in the period in which the adjustment is made, as was the case in 2017, 20162020, 2019 and 2015.2018.
The effect of adjustments made to reinsured losses is mitigated by the corresponding adjustment that is made to reinsurance recoveries. Thus, in any given year, ProAssurance may make significant adjustments to gross losses that have little effect on its net losses.
Reinsurance Receivables
ProAssurance enters into reinsurance agreements whereby other insurance entities agree to assume a portion of the risk associated with certain policies issued by ProAssurance. In return, ProAssurance agrees to pay a premium to the reinsurer. ProAssurance uses reinsurance to provide capacity to write larger limits of liability, to provide reimbursement for losses incurred under the higher limit coverages the Company offers, to provide protection against losses in excess of policy limits, and, in the case of risk sharing arrangements, to align the Company's objectives with those of its strategic business partners and to provide custom insurance solutions for large customer groups.
Receivable from reinsurers on paid losses and loss adjustment expensesLAE is the estimated amount of losses already paid that will be recoverable from reinsurers. Receivable from reinsurers on unpaid losses and loss adjustment expensesLAE is the estimated amount of future loss payments that will be recoverable from reinsurers. Reinsurance recoveries are the portion of losses incurred during the period that are estimated to be allocable to reinsurers. Premiums ceded are the estimated premiums that will be due to reinsurers with respect to premiums earned and losses incurred during the period.
These estimates are based upon management’s estimates of ultimate losses and the portion of those losses that are allocable to reinsurers under the terms of the related reinsurance agreements. Given the uncertainty of the ultimate amounts of losses, these estimates may vary significantly from the ultimate outcome. Management regularly reviews these estimates and any adjustments necessary are reflected in the period in which the estimate is changed. Due to the size of the receivable from

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reinsurers, even a smallan adjustment to thethese estimates could have a material effect on ProAssurance’sProAssurance's results of operations for the period in which the changeadjustment is made.
Reinsurance contracts do not relieve ProAssurance from its obligations to policyholders. ProAssurance continually monitors its reinsurers to minimize its exposure to significant credit losses from reinsurer insolvencies.insolvencies (see previous discussion under the heading "Credit Losses"). Any amount determined to be uncollectible is written off in the period in which the uncollectible amount is identified. See Note 4 for further information.

Retroactive Insurance Contracts

In certain instances, ProAssurance’s insurance contracts cover losses both on a prospective basis and retroactive basis, and accordingly, ProAssurance bifurcates the prospective and retroactive provisions of these contracts and accounts for each component separately, where practicable.
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ProAssurance Corporationa contract, all premiums received and Subsidiaries
Noteslosses assumed are recognized immediately in earnings at the inception of the contract as all of the underlying loss events occurred in the past. If the estimated losses assumed differ from the premium received related to the retroactive provision of a contract, the resulting difference is deferred and recognized over the estimated claim payment period with the periodic amortization reflected in earnings as a component of net losses and LAE. Deferred gains are included as a component of the reserve for losses and LAE, and deferred losses are included as a component of other assets on the Consolidated Financial Statements
December 31, 2017

Balance Sheet. Subsequent changes to the estimated timing or amount of future loss payments in relation to the losses assumed under retroactive provisions also produce changes in deferred balances. Changes in such estimates are applied retrospectively, and the resulting changes in deferred balances, together with periodic amortization, are included in earnings in the period of change.
Lloyd’s Premium Estimates
For certain insurance policies and reinsurance contracts written in the Lloyd’s SyndicateSyndicates segment, premiums are initially recognized based upon estimates of ultimate premium. UltimateEstimated ultimate premium represents the total expectedconsists primarily of premium to be written under binderdelegated underwriting authority arrangements, which consist primarily of binding authorities, and certain assumed reinsurance agreements. These estimates of ultimate premium are judgmental and are dependent upon certain assumptions, including historical premium trends for similar agreements. As reports are received from programs, ultimate premium estimates are revised, if necessary, with changes reflected in current operations.
Deferred Policy Acquisition Costs; Ceding Commission Income
Costs that vary with and are directly related to the successful production of new and renewal premiums (primarily premium taxes, commissions and underwriting salaries) are deferred to the extent they are recoverable against unearned premiums and are amortized as related premiums are earned. Unearned ceding commission income is reported as an offset to DPAC, and ceding commission earned is reported as an offset to DPAC amortization.
ProAssurance evaluates the recoverability of DPAC typically at the segment level each reporting period, or in a manner that is consistent with the way the Company manages its business. Any amounts estimated to be unrecoverable are charged to expense in the current period. As part of the evaluation of the recoverability of DPAC, ProAssurance also evaluates unearned premium for premium deficiencies. A premium deficiency is recognized if the sum of anticipated losses and loss adjustment expenses, unamortized DPAC and maintenance costs, net of anticipated investment income, exceeds the related unearned premium. If a premium deficiency is identified, the associated DPAC is written off, and a PDR is recorded for the excess deficiency as a component of net losses and loss adjustment expenses in the Consolidated Statement of Income and Comprehensive Income and as a component of the reserve for losses on the Consolidated Balance Sheet.
Investments
Recurring Fair Value Measurements
Fair values of investment securities are primarily provided by independent pricing services. The pricing services provide an exchange-traded price, if available, or provide an estimated price determined using multiple observable inputs, including exchange-traded prices for similar assets. Management reviews valuations of securities obtained from the pricing services for accuracy based upon the specifics of the security, including class, maturity, credit rating, durations, collateral and comparable markets for similar securities. Multiple observable inputs are not available for certain of ourthe Company's investments, including corporate debt not actively traded, othercertain asset-backed securities and investments in LPs/LLCs. Management values the

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corporate debt not actively traded and the other asset-backed securities either using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Management values certain investment funds, primarily LPs/LLCs, based on the NAV of the interest held, as provided by the fund.
Nonrecurring Fair Value Measurements
Management measures the fair value of certain assets on a nonrecurring basis either quarterly, annually or when events or changes in circumstances indicate that the carrying amount of the assets may not be recoverable. These assets include investments carried principally at cost, and equity method investments in tax credit partnerships, fixed assets, goodwill and other intangible assets. These assets would also include any equity method investments that do not provide a NAV.
Fixed Maturities and Equity Securities
Fixed maturities and equity securities are considered as either available-for-sale or trading securities.
Available-for-sale securities are carried at fair value, determined as described above.above and in Note 2. Exclusive of OTTIimpairment losses, discussed in a separate section that follows, unrealized holding gains and losses on available-for-sale securities are included, net of related tax effects, in Shareholders’ Equity as a component of AOCI.OCI in the Consolidated Statement of Income and Comprehensive Income during the period of change and as a component AOCI in shareholders' equity on the Consolidated Balance Sheet.
Investment income includes amortization of premium and accretion of discount related to available-for-sale debt securities acquired at other than par value. Debt securities and mandatorily redeemable preferred stock with maturities beyond one year when purchased are classified as fixed maturities.
Trading portfoliosecurities are carried at fair value, determined as described above, with the unrealized holding gains and losses included inas a component of net realized investment gains (losses) in the Consolidated Statement of Income and Comprehensive Income during the period of change.
Equity Investments
Equity investments are carried at fair value, as described above, with the holding gains and losses included as a component of net realized investment gains (losses) in the current period.Consolidated Statement of Income and Comprehensive Income during the period of change. Equity investments are primarily comprised of stocks, bond funds and investment funds.
Short-term Investments
Short-term investments, which have a maturity at purchase of one year or less, are primarily comprised of investments in U.S. Treasury obligations, commercial paper and money market funds. All balances are reportedcarried at amortized cost,fair value which approximates fair value.the cost of the securities due to their short-term nature.
Other Investments
Investments in LPs/LLCs where ProAssurance has virtually no influence over the operating and financial policies of an investee are accounted for using the cost method. Under the cost method, investments are valued at cost, with investment income recognized when received.
Investments in convertible bond securities are carried at fair value as permitted by the accounting guidance for hybrid financial instruments, with changes in fair value recognized in income as a component of net realized investment gains (losses) during the period of change. Interest on convertible bond securities is recorded on an accrual basis based on contractual interest rates and is included in net investment income.


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Investments in certain funds measure fund assets at fair value on a recurring basis and provide ProAssurance with a NAV for its interest. As a practical expedient, ProAssurance considers the NAV provided to approximate the fair value of its interest. Changes in fair value are recognized in income as a component of net realized investment gains (losses) during the period of change.
Investment in Unconsolidated Subsidiaries
Equity investments, primarily investments in LPs/LLCs, where ProAssurance is deemed to have influence because it holds a greater than a minor interest are accounted for using the equity method. Under the equity method, the recorded basis of the investment is adjusted each period for the investor’s pro rata share of the investee’s income or loss. Investments in unconsolidated subsidiaries include tax credit partnerships accounted for using the equity method, whereby ProAssurance’s proportionate share of income or loss is included in equity in earnings (loss) of unconsolidated subsidiaries. Tax credits received from the partnerships are recognized in the period received in the Consolidated Statement of Income and Comprehensive Income as either a reduction to current tax expenses.expense or as a component of deferred tax expense if they cannot be utilized in the period received.

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Business Owned Life Insurance
ProAssurance owns life insurance contracts on certain management employees. The life insurance contracts are carried at their current cash surrender value. Changes in the cash surrender value are included in income in the current period as investment income. Death proceeds from the contracts are recorded when the proceeds become payable under the policy terms.
Realized Gains and Losses
Realized investment gains and losses are recognized on the first-in, first-out basis for GAAP purposes and on the specific identification basis for tax purposes.
Other-than-temporary Impairments
ProAssurance evaluates its available-for-sale investment securities, which at December 31, 20172020 and 20162019 consisted entirely of fixed maturity securities, on at least a quarterly basis for the purpose of determining whether declines in fair value below recorded cost basis represent OTTI.a credit loss. The Company considers an OTTIa credit loss to have occurred:
if there is intent to sell the security;
if it is more likely than not that the security will be required to be sold before full recovery of its amortized cost basis; andor
if the entire amortized basis of the security is not expected to be recovered.
The assessment of whether the amortized cost basis of a security particularly an asset-backed debt security, is expected to be recovered requires managementthe Company to make assumptions regarding various matters affecting future cash flows. The choice of assumptions is subjective and requires the use of judgment. Actual credit losses experienced in future periods may differ from management’sthe Company’s estimates of those credit losses. Methodologies used to estimate the present value of expected cash flows are as follows:are:
For non-structured fixed maturities (obligations of states, municipalities and political subdivisions and corporate debt) theThe estimate of expected cash flows is determined by projecting a recovery value and a recovery time frame and assessing whether further principal and interest will be received. ProAssurance considers various factors in projecting recovery values and recovery time frames, including the following:
third-party research and credit rating reports;
the current credit standing of the issuer, including credit rating downgrades, whether before or after the balance sheet date;
the extent to which the decline in fair value is attributable to credit risk specifically associated with the security or its issuer;
internal assessments and the assessments of external portfolio managers regarding specific circumstances surrounding an investment, which indicate the investment is more or less likely to recover its amortized cost than other investments with a similar structure;
for asset-backed securities, the origination date of the underlying loans, the remaining average life, the probability that credit performance of the underlying loans will deteriorate in the future and ourProAssurance's assessment of the quality of the collateral underlying the loan;
failure of the issuer of the security to make scheduled interest or principal payments;
any changes to the rating of the security by a rating agency; and
recoveries or additional declines in fair value subsequent to the balance sheet date.date;

adverse legal or regulatory events;
significant deterioration in the market environment that may affect the value of collateral (e.g. decline in real estate prices);
significant deterioration in economic conditions; and
disruption in the business model resulting from changes in technology or new entrants to the industry.
If deemed appropriate and necessary, a discounted cash flow analysis is performed to confirm whether a credit loss exists and, if so, the amount of the credit loss. ProAssurance uses the single best estimate approach for available-for-sale debt securities and considers all reasonably available data points, including industry analyses, credit ratings, expected defaults and the remaining payment terms of the debt security. For fixed rate available-for-sale debt securities, cash flows are discounted at the security's effective interest rate implicit in the security at the date of acquisition. If the available-for-sale debt security’s contractual interest rate varies based on subsequent changes in an independent factor, such as an index or rate, for example, the prime rate, the LIBOR, or the U.S. Treasury bill weekly average, that security’s effective interest rate is calculated based on the factor as it changes over the life of the security.
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For structured securities (primarily asset-backed securities), ProAssurance estimatesbasis, with any remaining difference between the presentdebt security's amortized cost basis and fair value of the security’s cash flows using the effective yield of the security at the date of acquisition (or the most recent implied rate used to accrete the security if the implied rate has changedrecognized as a result of a previousan impairment or changesloss in expected cash flows). ProAssurance considers the most recently available six month averages of the levels of delinquencies, defaults, severities, and prepayments for the collateral (loans) underlying the securitization or, if historical data is not available, sector based assumptions, to estimate expected future cash flows of these securities.earnings.
Exclusive of securities where there is an intent to sell or where it is not more likely than not that the security will be required to be sold before recovery of its amortized cost basis, OTTIimpairment for debt securities is separated into a credit component and a non-credit component. The credit component of an OTTIimpairment is the difference between the security’s amortized cost basis and the present value of its expected future cash flows, while the non-credit component is the remaining difference between the security’s fair value and the present value of expected future cash flows. TheAn allowance for expected credit component oflosses will be recorded for the OTTI is recognized in earnings whileexpected credit losses through income and the non-credit component is recognized in OCI.
Investments in tax credit partnerships are evaluated for OTTI by considering both qualitative and quantitative factors which include: whether the current expected cash flows from the investment, primarily tax benefits, are less than those expected at the time the investment was acquired due to various factors, such as a change in statutory tax rate, and ProAssurance's ability and intent to hold the investment until the recovery of its carrying value.
Investments which are accounted for under the equity method are evaluated for impairment whenever events or changes in circumstances indicate that the carrying The amount of the investment may not be recoverable. These circumstances include, but are notimpairment recognized is limited to evidencethe excess of the inability to recoveramortized cost over the carrying amount of the investment, the inability of the investee to sustain an earnings capacity that would justify the carrying amount of the investment or a current fair value of the investment that is less than the carrying amount.
Investments in LPs/LLCs which are not accounted for under the equity method are evaluated for impairment by comparing ProAssurance’s carrying value to the NAV of ProAssurance’s interest as reported by the LP/LLC. Additionally, management considers the performance of the LP/LLC relative to the market and its stated objectives, cash flows expected from the interest and the audited financial statements of the LP/LLC, if available.
ProAssurance recognizes OTTI, exclusive of non-credit OTTI, in earnings as a part of net realized investment gains (losses). In subsequent periods, any measurement of gain, loss or impairment is based on the revised amortized basis of theavailable-for-sale debt security. Non-credit OTTI on debt securities and declines in fair value of available-for-sale securities not considered to be other-than-temporary are recognized in OCI.
Asset-backed debt securities that have been impaired due to credit or are below investment grade quality are accounted for under the effective yield method. Under the effective yield method, estimates of cash flows expected over the life of asset-backed securities are used to recognize income on the investment balance for subsequent accounting periods.
Derivatives
ProAssurance records derivative instruments at fair value in the Consolidated Balance Sheets. ProAssurance accounts for the changes in fair value of derivatives depending on whether the derivative is designated as a hedging instrument and if so, the type of hedging relationship. For derivative instruments not designated as hedging instruments, ProAssurance recognizes the change in fair value of the derivative in earnings during the period of change. As of December 31, 2017,2020, ProAssurance has not designated any derivative instruments as hedging instruments and does not use derivative instruments for trading purposes.
Foreign Currency
The functional currency of all ProAssurance foreign subsidiaries is the U.S. dollar.In recording foreign currency transactions, revenue and expense items are converted to U.S. dollars at the exchange rate prevailing at the transaction date. Monetary assets and liabilities originating in currencies other than the U.S. dollar are remeasured to U.S. dollars at the rates of exchange in effect as of the balance sheet date. The resulting foreign currency gains or losses are recognized in the Consolidated Statements of Income and Comprehensive Income as a component of other income. Monetary assets and liabilities include investments, cash and cash equivalents, accrued expenses and other liabilities. In addition, monetary assets and liabilities include certain premiums receivable and reserve for losses and LAE as a result of reinsurance transactions conducted with foreign cedants denominated in their local functional currencies.
Cash and Cash Equivalents
For purposes of the Consolidated Balance Sheets and Consolidated Statements of Cash Flows, ProAssurance considers all demand deposits and overnight investments to be cash equivalents.
Deferred Policy Acquisition Costs; Ceding Commission Income
Costs that vary with and are directly related to the successful production of new and renewal premiums (primarily premium taxes, commissions and underwriting salaries) are deferred to the extent they are recoverable against unearned premiums and are amortized as related premiums are earned. Unearned ceding commission income is reported as an offset to DPAC. Ceding commission earned is reported as an offset to DPAC amortization.


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Income Taxes/Deferred Taxes
ProAssurance files a consolidated federal income tax return. Tax-related interest and penalties are recognized as components of tax expense.
ProAssurance evaluates tax positions taken on tax returns and recognizes positions in the financial statements when it is more likely than not that the position will be sustained upon resolution with a taxing authority. If recognized, the benefit is measured as the largest amount of benefit that has a greater than fifty percent probability of being realized. Uncertain tax positions are reviewed each period by considering changes in facts and circumstances, such as changes in tax law, interactions with taxing authorities and developments in case law, and adjustments would be made if considered necessary. Adjustments to unrecognized tax benefits may affect income tax expense, and the settlement of uncertain tax positions may require the use of cash. Other than differences related to timing, no significant adjustments were considered necessary during the years ended December 31, 20172020 or 2016.2019.
Deferred federal income taxes arise from the recognition of temporary differences between the basis of assets and liabilities determined for financial reporting purposes and the basis determined for income tax purposes. ProAssurance’s temporary differences principally relate to loss reserves, unearned premium,and advanced premiums, DPAC, compensation related items, tax credit carryforwards, unrealized investment gains (losses) and basis differentials in fixed assets, intangible assets and operating leases and investments. Deferred tax assets and liabilities are measured using the enacted tax rates expected to be in effect when such benefits are realized. ProAssurance reviews its deferred tax assets quarterly for impairment. If management determines that it is more likely than not that some or all of a deferred tax asset will not be realized, a valuation allowance is recorded to reduce the carrying value of the asset. In assessing the need for a valuation allowance, management is required to make certain judgments and assumptions about the future operations of ProAssurance based on historical experience and

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information as of the measurement dateperiod regarding reversal of existing temporary differences, carryback capacity, future taxable income of the appropriate character, including its capital and operating characteristics, and tax planning strategies.
In 2017 and 2016, aA valuation allowance washas been established against the full value of the deferred tax asset related to the NOL carryforwards for the U.K. operations as managementand against a portion of the deferred tax asset related to the U.S. state NOL carryforwards. Management concluded that it was more likely than not that thethese deferred tax assetassets will not be realized. ProAssurance has also established a valuation allowance against the deferred tax assets of certain SPCs at its wholly owned Cayman Islands reinsurance subsidiary, Inova Re, as these SPCs are in a cumulative pre-tax loss position, and management concluded that a valuation allowance was required based upon the weight of this negative evidence. See further discussion in Note 5.
ChangesLeases
ProAssurance is involved in tax lawsa number of leases, primarily for office facilities. The Company determines if an arrangement is a lease at the inception date of the contract and rates could also affect recorded deferred taxclassifies all leases as either financing or operating. Operating leases are included in operating lease ROU assets and operating lease liabilities on the Consolidated Balance Sheet. The ROU asset represents the right to use the underlying asset for the lease term. As of December 31, 2020, ProAssurance has 0 leases that are classified as financing leases.
Operating ROU assets and operating lease liabilities are initially recognized as of the lease commencement date based on the present value of the remaining lease payments, discounted over the term of the lease using a discount rate determined based on information available as of the commencement date. As the majority of ProAssurance's lessors do not provide an implicit discount rate, the Company uses its collateralized incremental borrowing rate in determining the present value of remaining lease payments. Due to the adoption of ASU 2016-02, the Company used its collateralized incremental borrowing rate as of January 1, 2019 for operating leases that commenced prior to that date. Subsequent to the initial recognition, the operating ROU asset and operating lease liability are amortized and accreted, respectively, over the lease term in a manner that results in a straight-line operating lease expense. Operating lease expense is included as a component of operating expense on the Consolidated Statements of Income and Comprehensive Income for the year ended December 31, 2020 and 2019. Leases with an initial term of twelve months or less are considered short-term and are not recorded on the Consolidated Balance Sheet; lease expense for these leases is also recognized on a straight-line basis over the lease term. Additionally, for leases entered into or reassessed after the adoption of ASU 2016-02 on January 1, 2019, ProAssurance accounts for lease and non-lease components of a contract as a single lease component.
Operating lease ROU assets are evaluated for impairment at the asset group level whenever events or changes in circumstances indicate that the carrying amount of the asset group may not be recoverable. The carrying amount of an asset group, which includes the operating lease ROU asset and the related operating lease liability, is not recoverable if the carrying amount exceeds the sum of the undiscounted cash flows expected to result from the use of the asset group over the life of the primary asset in the future. On December 22, 2017,asset group. That assessment is based on the TCJA was signed into law and contains several key provisions that impact ProAssurance,carrying amount of the asset group, including the reductionoperating lease ROU asset and the related operating lease liability, at the date it is tested for recoverability and an impairment loss is measured and recognized as the amount by which the carrying amount of the corporate tax rateasset group exceeds its fair value. Any impairment loss is allocated to 21% effective January 1, 2018, the reductioneach asset in the amountasset group, including the operating ROU asset.
When a lease of executive compensation that could qualify as a tax deduction, a minimum tax on payments madean office facility is to related foreign entitiesbe abandoned and will not be subleased, the Company first evaluates whether or not the operating lease ROU asset’s inclusion in an existing asset group continues to be appropriate and if the commitment to abandon the lease constitutes a change in how property and casualty taxpayers discount loss reserves. See Note 5circumstances requiring the operating lease ROU asset, or the larger asset group, to be tested for further discussionimpairment. If an impairment test is required, it is performed in the same manner as discussed above. Any remaining carrying value of the TCJA.operating lease ROU asset is amortized from the date the Company commits to a plan to abandon the lease to the expected date that the Company will cease to use the leased property. Leases to be abandoned in which the Company has the intent or practical ability to sublease continue to be accounted for under a held and use model, with no change to the amortization period of the operating lease ROU asset, and are evaluated for impairment as a separate asset group at the date the sublease is executed.

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Notes to Consolidated Financial Statements
December 31, 2020
Real Estate
Real Estate balances are reported at cost or, for properties acquired in business combinations, estimated fair value on the date of acquisition, less accumulated depreciation. Real estate principally consists of properties in use as corporate offices. Depreciation is computed over the estimated useful lives of the related property using the straight-line method. Excess office capacity is leased or made available for lease; rental income is included in other income, and real estate expenses are included in operating expense.
Real estate accumulated depreciation was approximately $24.0$26.5 million and $22.9$25.7 million at December 31, 20172020 and 2016,2019, respectively. Real estate depreciation expense was $1.1$0.9 million, $1.4$1.0 million and $1.5$1.2 million for the years ended December 31, 2017, 20162020, 2019 and 2015,2018, respectively.
Goodwill/Intangibles
Intangible Assets
Intangible assets with definite lives primarily consisting of agency and policyholder relationships, are amortized over the estimated useful life of the asset; thoseasset. Amortizable intangible assets primarily consist of policyholder relationships, renewal rights and trade names. Intangible assets with an indefinite lives,life, primarily state licenses, are not amortized. AllIndefinite lived intangible assets are evaluated for impairment on an annual basis. The following table provides additional information regarding ProAssurance's intangible assets.


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Notes to Consolidated Financial Statements
December 31, 2017

 Gross Carrying Value Accumulated Amortization Amortization Expense
 December 31 December 31 Year Ended December 31
(In millions)2017 2016 2017 2016 2017 2016 2015
Intangible Assets             
Non-amortizable$25.8
 $25.8
          
Amortizable *97.5
 93.6
 $40.3
 $35.0
 $5.8
 $8.1
 $8.3
Total Intangible Assets$123.3
 $119.4
          
* At December 31, 2017, the gross carrying value included intangible assets acquired during the third quarter of 2017.
Aggregate amortization expense for intangible assets is estimated to be $6.2 million for the year ended December 31, 2018, $6.1 million for each of the years ended December 31, 2019 and 2020 and $6.0 million for each of the years ended December 31, 2021 and 2022.
Goodwill
Goodwill is recognized in conjunction with business acquisitions as the excess of the purchase consideration for the business acquisition over the fair value of identifiable assets acquired and liabilities assumed. The fair value of identifiable assets and liabilities, and thus goodwill, is subject to redetermination within a measurement period of up to one year following completion of a business acquisition.
Management evaluates goodwill for impairment annually on October 1 andbasis or upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the fair value of goodwillintangible asset may be impaired. Amortizable intangible assets and other long-lived assets are tested for impairment at the asset group level upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the carrying amount of the asset group may not be recoverable. An impairment loss is recognized when estimated undiscounted future cash flows expected to result from the use of the asset group are less than the carrying amounts of the related asset group. Impairment losses are measured as the amount by which the carrying amount of the asset groups exceed their fair values. The Company's asset groups generally correspond to the same level at which goodwill is tested for impairment. The following table provides additional information regarding ProAssurance's intangible assets.
Gross Carrying ValueAccumulated AmortizationAmortization Expense
December 31December 31Year Ended December 31
(In millions)2020201920202019202020192018
Intangible Assets
Non-amortizable$25.8 $25.8 
Amortizable98.8 97.7 $58.9 $52.7 $6.2 $6.1 $6.2 
Total Intangible Assets$124.6 $123.5 
Aggregate amortization expense for intangible assets is estimated to be $6.2 million for each of the years ended December 31, 2021, 2022 and 2023, $5.9 million for the year ended December 31, 2024 and $5.6 million for the year ended December 31, 2025.
Goodwill
Goodwill is tested for impairment annually or more frequently if circumstances indicate an impairment may have occurred. The date of the Company's annual goodwill impairment testing is October 1.
Impairment of goodwill is tested at the reporting unit level, which is consistent with the Company's reportable segments identified in Note 15. Of16 of the Notes to Consolidated Financial Statements.
During the third quarter of 2020, the Company recorded a goodwill impairment charge of $161.1 million, and the facts and circumstances that led to this impairment and how the fair value of each reporting unit was estimated, including the significant assumptions used and other details are outlined in the following section.
Interim Impairment Assessments
As disclosed in the Company's four reporting units, two have goodwill -June 30, 2020 report on Form 10-Q, COVID-19 has caused significant market volatility impacting its actual and projected results along with a decline in the Company's stock price; and the Company performed a quantitative assessment on the Specialty P&C and Workers' Compensation. Compensation Insurance reporting units. As a result of the interim goodwill impairment assessment in the second quarter of 2020, management concluded that the fair value of each of the Specialty P&C and Workers' Compensation Insurance reporting units were greater than their carrying value as of the testing date; therefore, goodwill was not impaired and no further impairment testing was required at that time.

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Notes to Consolidated Financial Statements
December 31, 2020
As the impacts persisted into the third quarter, management performed new quantitative assessments of goodwill on the Company's Specialty P&C and Workers' Compensation Insurance reporting units using updated marketplace data. The updated data, which was significantly influenced by the Company's continued depressed stock price relative to both the Company's book value and the comparable stock prices of its peers, impacted a number of key variables in the Company's analysis including the determination of a higher discount rate and lower valuation multiples. In addition, new guidance given by the Federal Reserve during the period regarding the expectation of a prolonged low interest rate environment impacted the Company's analysis. This analysis during the third quarter of 2020 indicated an impairment of the goodwill associated with the Company's Specialty P&C reporting unit and accordingly the Company recorded a $161.1 million charge to goodwill during the third quarter of 2020.
For each of the interim impairment assessments performed in the second and third quarters of 2020, management estimated the fair value of the reporting units using both an income approach and a market approach using marketplace data that was current at the time of each respective analysis. The estimate of fair value derived from the income approach was based on the present value of expected future cash flows, including terminal value, utilizing a market-based weighted average cost of capital determined separately for each reporting unit. The estimate of fair value derived from the market approach was based on price to book multiple data. The determination of fair value involved the use of significant estimates and assumptions, including revenue growth rates, operating margins, capital requirements, tax rates, terminal growth rates, discount rates, comparable public companies and synergistic benefits available to market participants. In addition, management made certain judgments and assumptions in allocating shared assets and liabilities to individual reporting units to determine the carrying amount of each reporting unit.
Management also performed impairment tests of certain of the Company's definite and indefinite lived intangible assets for which a triggering event was deemed to have occurred, as discussed above. Based upon these impairment tests, no impairment of ProAssurance's definite or indefinite lived intangible assets was identified at September 30, 2020.
Annual Impairment Assessment
Subsequent to performing the aforementioned interim impairment assessments, the Company performed its annual goodwill impairment assessment as of October 1, 2020.
When testing goodwill for impairment managementon the Company's annual test date, it has the option to first assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that it is more likely than not that the estimated fair value of a reporting unit is less than its carrying amount. If managementthe Company elects to perform a qualitative assessment and determinesdetermine that an impairment is more likely than not, managementthe Company is then required to perform the two-stepa quantitative impairment test,test; otherwise, no further analysis is required. ManagementThe Company also may elect not to perform the qualitative assessment and, instead, proceed directly to the two-step quantitative impairment test.
In the first stepPerformance of the two-step quantitativequalitative goodwill impairment test,assessment requires judgment in identifying and considering the significance of relevant key factors, events, and circumstances that affect the fair values of the Company's reporting units. This requires consideration and assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as the Company's actual and planned financial performance. The Company also gives consideration to the difference between each reporting unit's fair value and carrying value as of the most recent date that a fair value measurement was performed. If the results of the qualitative assessment conclude that it is not more likely than not that the fair value of a reporting unit is compared toexceeds its carrying value.value, additional quantitative impairment testing is performed.
The quantitative goodwill impairment test involves comparing the fair value of a reporting unit with its carrying value including goodwill. If the fair value of a reporting unit exceeds its carrying value, the reporting unit's goodwill is considered not to be impaired. However, if the carrying value of a reporting unit exceeds its fair value, the second step of the impairment test is performed for purposes of measuring the impairment. In the second step, the fair value of the reporting unit is allocated to all of the assets and liabilities of the reporting unit to determine an implied goodwill value. If the carrying amount of the reporting unit's goodwill exceeds the implied fair value of goodwill, an impairment loss will be recognizedis recorded in an amount equal to that excess. Any impairment charge recognized is limited to the amount of the respective reporting unit's allocated goodwill.
When performing the two-step quantitative impairment test, management estimatesDetermining the fair value of a reporting unit under the Company's reporting units using the incomequantitative goodwill impairment test requires judgment and market approaches. The estimate of fair value derived from the income approach is based on the present value of expected future cash flows, including terminal value, utilizing a market-based weighted average cost of capital determined separately for each reporting unit. The estimate of fair value derived from the market approach is based on earnings multiple data. The determination of fair valueoften involves the use of significant estimates and assumptions, including revenuean assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as actual and planned financial performance. These estimates and assumptions could have a significant impact on whether or not an impairment charge is recognized and the magnitude of any such charge. To assist management in the process of determining any potential goodwill impairment, the Company may review and consider appraisals from accredited independent valuation firms. Estimates of fair value are primarily determined using discounted cash flows and market comparisons. These approaches involve significant estimates and assumptions, including projected future cash flows (including timing), discount rates reflecting the risks inherent in those future cash flows, perpetual growth rates, operating margins, capital expenditures, working capital requirements, tax rates, terminal growth rates, discount rates,and selection of appropriate market comparable public companiesmetrics and synergistic benefits available to market participants. In addition, management makes certain judgments and assumptions in allocating shared assets and liabilities to individual reporting units to determine the carrying amount of each reporting unit. To corroborate the reporting units’ valuation, management performs a reconciliation of the estimate of the aggregate fair value of the reporting units to ProAssurance's market capitalization, including consideration of a control premium.transactions.
As of the most recent evaluation dategoodwill impairment test performed on October 1, 2017, management performed2020, the Company elected to perform a qualitative goodwill impairment test for both the Specialty P&C andits Workers' Compensation segments. The Specialty P&CInsurance and Workers' Compensation segmentsSegregated Portfolio Cell Reinsurance

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Notes to Consolidated Financial Statements
December 31, 2020
reporting units. These reporting units have historically had an excess of fair value over book value and based on current operations are expected to continue to have an excess of fair value over book value;do so; therefore, management'sthe Company's annual impairment test for both segmentsthese reporting units was performed qualitatively. In applying the qualitative approach, management considered macroeconomic factors, industry and market conditions, cost factors that could have a negative impact on the reporting units, actual financial performance of the reporting units versus expectations and management’smanagement's future business expectations. As a result of the qualitative assessments, management concluded that it was not more likely than not that the fair value of each of the Company's two reporting unitunits that have net goodwill was less than itsthe carrying


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Notes to Consolidated Financial Statements
December 31, 2017

valueeach reporting unit as of the testing date; therefore, no further impairment testing was required. NoNaN goodwill impairment was recorded during the years ended December 31, 2019 or 2018.
Given the evolving, uncertain nature of the COVID-19 pandemic, the estimates and assumptions used by management in 2017, 2016 or 2015.these impairment tests have inherent uncertainties, and different assumptions could lead to materially different results including impairment charges in the future. Management expects to continue to monitor developments and perform updated analyses as necessary. See Note 6 of the Notes to Consolidated Financial Statements for additional information about the Company's goodwill.
Other Liabilities
Other liabilities at December 31, 20172020 and 20162019 consisted of the following:
(In thousands) 2017 2016(In thousands)20202019
SPC dividends payable $46,925
 $34,289
SPC dividends payable$68,865 $55,763 
Unpaid dividends 267,292
 265,659
Unpaid shareholder dividendsUnpaid shareholder dividends2,694 16,676 
All other 123,383
 122,337
All other110,480 100,817 
Total other liabilities $437,600
 $422,285
Total other liabilities$182,039 $173,256 
SPC dividends payable arerepresents the cumulative undistributed earningsequity contractually payable to the external preferred shareholderscell participants of SPCs operated by ProAssurance's Cayman Islands subsidiary,subsidiaries, Inova Re and Eastern Re.
Unpaid dividends represent common stock dividends declared by ProAssurance's Board that had not yet been paid. Unpaid dividends at both December 31, 2017 and 20162019 included a special dividend declared in the fourth quarter periodof 2018 that was paid in January of the following year.2020.
Treasury Shares
Treasury shares are reported at cost and are reflected on the Consolidated Balance Sheets as an unallocated reduction of total equity.
Share-Based Payments
Compensation cost for share-based payments is measured based on the grant-date fair value of the award, recognized over the period in which the employee is required to provide service in exchange for the award. Excess tax benefits (tax deductions realized in excess of the compensation costs recognized for the exercise of the awards, multiplied by the incremental tax rate) are reported as operating cash inflows.
Subsequent Events
ProAssurance evaluates events that occurred subsequent to December 31, 2017,2020 for recognition or disclosure in its Consolidated Financial Statements. See Note 19 for further discussion of subsequent events.
Accounting Changes Adopted
Improvements to Employee Share-Based Payment AccountingFinancial Instruments - Credit Losses (ASU 2016-13)
Effective for fiscal years beginning after December 15, 20162019 and interim periods within those fiscal years, the FASB issued guidance that simplifies several aspectsreplaces the incurred loss impairment methodology, which delays recognition of credit losses until a probable loss has been incurred, with a methodology that reflects expected credit losses and requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. Included in the accounting for share-based payment transactions, includingscope of this guidance are the income tax consequences, classification of cash flows,Company's available-for-sale fixed maturity securities and the classification of awards as either equity or liabilities.its financial assets held at amortized cost. Under the new guidance, the difference between the deductioncredit losses are required to be recorded through an allowance for tax purposesexpected credit losses account and the compensation cost recognized for financial reporting purposes is to be recognized as income tax expense in the current period and included with other income tax cash flows as an operating activity. The threshold for equity classification has also been revised to permit withholdings up to the maximum statutory tax rates in the applicable jurisdictions. The update also provides an accounting policy election to account for forfeitures as they occur. ProAssurance adopted the guidance as of January 1, 2017. The primary effects of the adoption on the current period are the following: (1) using a prospective application, ProAssurance recorded unrecognized excess tax benefits of $2.8 million as current tax expense for the year ended December 31, 2017, (2) using a modified retrospective application, ProAssurance elected to recognize forfeitures as they occur and recorded a $0.4 million increase to additional paid-in capital, and a respective $0.3 million reduction to retained earnings and a $0.1 million increase to deferred taxes to reflect the incremental share-based compensation expense, net of related tax impacts, that would have been recognized in prior years under the modified guidance and (3) using a prospective application, ProAssurance classified excess tax benefits from share-based compensation of $2.3 million in operating activities in the Consolidated Statements of Cash Flows for the year ended December 31, 2017.

statement will


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Notes to Consolidated Financial Statements
December 31, 20172020

Interests Held Through Related Partiesreflect the initial recognition of lifetime expected credit losses for any newly recognized financial assets as well as increases or decreases of expected credit losses that have taken place during the period. Credit losses on available-for-sale fixed maturity securities are Under Common Control
Effectiverequired to be presented as an allowance, rather than as a write-down of the asset, limited to the amount by which the fair value is below amortized cost. ProAssurance adopted this guidance beginning January 1, 2020 using a modified retrospective application for fiscal years beginning after December 15, 2016 and interim periods within those fiscal years, the FASB issued additional guidance regarding consolidationportion of legal entities such as LPs/LLCs and securitization structures (collateralized debt obligations, collateralized loan obligations and mortgage-backed security transactions). Thethe new guidance modifiesthat relates to its premiums and reinsurance receivables and a prospective application for the criteria used byportion of the new guidance that relates to its available-for-sale fixed maturity securities. ProAssurance recorded a reporting entity when determining if it is a primary beneficiarycumulative-effect adjustment of a VIE when there are entities under common control and the reporting entity has indirect interests in the VIE through$4.1 million, net of related party relationships. ProAssurance adopted the guidancetax impacts, to beginning retained earnings as of January 1, 2017. Adoption of2020 to increase its consolidated allowance for expected credit losses related to its premiums receivable. ProAssurance determined that estimated expected credit losses associated with the guidance had no material effect on ProAssurance’s results of operations orCompany's other financial position.
Simplifying the Transition to the Equity Method of Accounting
Effective for fiscal years beginning after December 15, 2016 and interim periods within those fiscal years, the FASB issued guidance that eliminates the requirement for retroactive restatement when an investment qualifies for use of the equity method as a result of an increaseassets held at amortized cost included in the levelscope of ownership interest or degree of influence. Thethis new guidance provides that the cost of acquiring an additional interest in an investee is to be added to the current basis of an investor’s previously held interest and the equity method of accounting adopted as of the date the investment becomes qualified for equity method accounting with no retroactive adjustment of the investment. If an available-for-sale equity security qualifies for the equity method of accounting, the unrealized holding gain or loss in AOCI is to be recognized through earnings at the date the investment becomes qualified for use of the equity method. ProAssurance adopted the guidancewas nominal as of January 1, 2017.2020. Adoption of thethis guidance had no material effect on ProAssurance’s results of operations or financial position.
Clarifying the Definition of a Business
Effective for fiscal years beginning after December 15, 2017 and interim periods within those fiscal years, the FASB issued guidance which provides clarification of the definition of a business, affecting areas such as acquisitions, disposals, goodwill and consolidation. The new guidance intends to assist entities with determining whether a transaction should be accounted for as an acquisition or disposal of assets or a business. The guidance will be applied prospectively to any transaction occurring within the period of adoption. ProAssurance early adopted the guidance during the third quarter of 2017 and adoption of the guidance had no material effect on ProAssurance’s results of operations or financial position.
Accounting Changes Not Yet Adopted
Restricted Cash
Effective for fiscal years beginning after December 15, 2017 and interim periods within those fiscal years, the FASB issued guidance related to the classification of restricted cash presented in the statement of cash flows with the objective of reducing diversity in practice. Under the new guidance, entities are required to include restricted cash and restricted cash equivalents with cash and cash equivalents when reconciling beginning-of-period and end-of-period total amounts as presented on the statement of cash flows. ProAssurance plans to adopt the guidance beginning January 1, 2018. Adoption is not expected to have a material effect on ProAssurance’s results of operations, financial position or cash flows.
Intra-Entity Transfers of Assets Other than Inventory
Effective for fiscal years beginning after December 15, 2017 and interim periods within those fiscal years, the FASB issued guidance which reduces the complexity in accounting standards related to the income tax consequences of intra-entity transfers of assets other than inventory between tax-paying components. A tax-paying component is an individual entity or group of entities that is consolidated for tax purposes. Under the new guidance, entities are required to recognize income tax consequences of an intra-entity transfer of assets other than inventory when the transfer occurs instead of delaying recognition until the asset has been sold to an outside party. ProAssurance plans to adopt the guidance beginning January 1, 2018. Adoption is not expected to have a material effect on ProAssurance's results of operations, financial position or cash flows as the Company currently does not transfer assets between tax paying components.
Classification of Certain Cash Receipts and Cash Payments
Effective for fiscal years beginning after December 15, 2017 and interim periods within those fiscal years, the FASB issued guidance related to the classification of certain cash receipts and cash payments presented in the statement of cash flows with the objective of reducing diversity in practice. ProAssurance plans to adopt the guidance beginning January 1, 2018 and will elect to use the cumulative earnings approach for presenting distributions from equity method investees. Adoption is not expected to have a material effect on ProAssurance’s results of operations, financial position or cash flows.


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Notes to Consolidated Financial Statements
December 31, 2017

Revenue from Contracts with Customers
Effective for fiscal years beginning after December 15, 2017 the FASB issued guidance related to revenue from contracts with customers. The core principle of the new guidance is that revenue is recognized to depict the transfer of promised goods or services to customers in an amount that reflects the consideration to which the entity expects to be entitled in exchange for those goods or services. ProAssurance plans to adopt the guidance beginning January 1, 2018 under the modified retrospective method. As the majority of ProAssurance's revenues come from insurance contracts which fall under the scope of other FASB standards, less than 1% of the Company's revenue for the year ended December 31, 2017 is subject to the updated guidance. Therefore, adoption of the guidance is not expected to have a material effect on ProAssurance’s results of operations or financial position.
Recognition and Measurement of Financial Assets and Financial Liabilities
Effective for fiscal years beginning after December 15, 2017 and interim periods within those fiscal years, the FASB issued guidance that requires equity investments (except those accounted for under the equity method of accounting, or those that result in consolidation of the investee) to be measured at fair value with changes in fair value recognized in net income. The new guidance also specifies that an entity use the exit price notion when measuring the fair value of financial instruments for disclosure purposes and present financial assets and liabilities by measurement category and form of financial asset. Other provisions of the new guidance include: revised disclosure requirements related to the presentation in comprehensive income of changes in the fair value of liabilities; elimination, for public companies, of disclosure requirements relative to the methods and significant assumptions underlying fair values disclosed for financial instruments measured at amortized cost; and simplified impairment assessments for equity investments without readily determinable fair values. ProAssurance plans to adopt the guidance beginning January 1, 2018. The majority of ProAssurance's equity investments are either measured at fair value or accounted for under the equity method of accounting. As of December 31, 2017, the fair value of the equity investments impacted by this guidance exceeded the cost basis by approximately $10.5 million, which will be reflected as a cumulative-effect adjustment to beginning retained earnings in 2018. Therefore, adoption of the guidance is not expected to have a material effect on ProAssurance’s results of operations or financial position.
Modification Accounting for Employee Share-Based Payment Awards
Effective for fiscal years beginning after December 15, 2017 and interim periods within those fiscal years, the FASB issued guidance which reduces the complexity in accounting standards when there is a change in the terms or conditions of a share-based payment award. The new guidance clarifies that an entity should apply the modification accounting guidance if the value, vesting conditions or classification of the award changes. ProAssurance plans to adopt the guidance beginning January 1, 2018. Adoption of the guidance is not expected to have a material effect on ProAssurance’s results of operations or financial position.
Reclassification of Certain Tax Effects from AOCI
Effective for fiscal years beginning after December 15, 2018 and interim periods within those fiscal years, with early adoption permitted, the FASB issued guidance which permits a reclassification from AOCI to retained earnings for stranded tax effects resulting from the newly enacted federal corporate tax rate from the TCJA. The amount of the reclassification from AOCI to retained earnings will be the difference between the historical corporate tax rate and the newly enacted 21% corporate tax rate on deferred tax items originally established through OCI and not net income. The guidance allows entities to adopt in any interim or annual period for which financial statements have not yet been issued and apply the guidance either (1) in the period of adoption or (2) retrospectively to each period in which the effect of the change in the tax rate is recognized. ProAssurance plans to early adopt this guidance on January 1, 2018 and will elect to apply this guidance in the period of adoption. Using the specific identification method, ProAssurance will increase AOCI by approximately $3.4 million and decrease retained earnings by the same amount in the Statement of Changes in Capital as of the beginning of 2018. Adoption of this guidance is not expected to have a material effect on our financial position, results of operations or cash flows in the period of adoption.
Premium Amortization on Purchased Callable Debt Securities
Effective for fiscal years beginning after December 15, 2018 and interim periods within those fiscal years, the FASB issued guidance that will require the premium for certain callable debt securities to be amortized over a shorter period than is currently required. Currently amortization is permitted over the contractual life of the instrument and the guidance shortens the amortization to the earliest call date. The purpose of the guidance is to more closely align the amortization period of premiums to expectations incorporated in market pricing on the underlying securities. ProAssurance plans to adopt the guidance beginning January 1, 2019. As ProAssurance amortizes premium on callable debt securities to the earliest call date, adoption of the guidance is not expected to have a material effect on ProAssurance’s results of operations or financial position.


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Notes to Consolidated Financial Statements
December 31, 2017

Leases
Effective for fiscal years beginning after December 15, 2018 and interim periods within those fiscal years, the FASB issued guidance that requires a lessee to recognize for all leases (with the exception of short-term leases) a lease liability, which is a lessee's obligation to make lease payments arising from a lease, measured on a discounted basis, and a right-of-use asset, which is an asset that represents the lessee's right to use, or control the use of, a specified asset for the lease term. ProAssurance plans to adopt the guidance beginning January 1, 2019 and is currently in the process of evaluating all of its leases. As the majority of ProAssurance's leases as of December 31, 2017 are real estate operating leases and are not considered to be material, adoption of the guidance is not expected to have a material effect on ProAssurance’s results of operations or financial position.
Derivatives and Hedging
Effective for fiscal years beginning after December 15, 2018 and interim periods within those fiscal years, the FASB issued guidance to improve financial reporting of hedging relationships to better portray the entity's risk management activities in the consolidated financial statements. The new guidance eliminates the requirement to separately measure and report hedge ineffectiveness and requires the entire change in the fair value of a hedging instrument to be presented in the same income statement line as the hedged item. ProAssurance plans to adopt the guidance beginning January 1, 2019. ProAssurance's derivative instrument at December 31, 2017 is not designated as a hedging instrument, and therefore, adoption is not expected to have a material effect on results of operations or financial position.
Simplifying the Test for Goodwill Impairment (ASU 2017-04)
Effective for the fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that simplifies the requirements to test goodwill for impairment for business entities that have goodwill reported in their financial statements. The guidance eliminates the second step of the impairment test which measures a goodwill impairment loss by comparing the implied fair value of a reporting unit's goodwill with the carrying amount.amount or the reporting unit, with the impairment loss not to exceed the carrying amount of goodwill. This new guidance is expected to reduce the complexity and cost of future tests of goodwill for impairment. In addition, the guidance also eliminates the requirements for any reporting unit with a zero or negative carrying amount to perform a qualitative assessment. ProAssurance plans to adoptadopted the guidance beginning January 1, 2020.
Adoption isof this guidance did not expected to have a material effectsignificant impact on ProAssurance’s resultsthe Company's interim quantitative goodwill impairment tests for the Workers' Compensation Insurance or Specialty P&C reporting units performed during the second quarter of operations2020 or financial position.on the interim quantitative goodwill impairment tests for the Workers' Compensation Insurance or Segregated Portfolio Cell Reinsurance reporting units performed during the third quarter of 2020 as the fair value of each of these reporting units exceeded their carrying amounts (see previous discussion of these interim impairment assessments). Adoption of this guidance simplified the Company's interim quantitative goodwill impairment test for the Specialty P&C reporting unit during the third quarter of 2020 as the Company measured the impairment loss on this reporting unit by the amount that the carrying amount of the reporting unit exceeded its fair value, with the impairment charge not to exceed the carrying amount of goodwill.
ImprovementsChanges to Financial Instruments - Credit Lossesthe Disclosure Requirements for Fair Value Measurement (ASU 2018-13)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that replaces the incurred loss impairment methodology, which delays recognition of credit losses until a probable loss has been incurred, with a methodology that reflects expected credit losseseliminates, modifies and requires consideration of a broader range of reasonable and supportable informationadds certain disclosure requirements related to inform credit loss estimates. Under thefair value measurements. The new guidance credit losses are requiredeliminates the requirements to be recorded through an allowancedisclose the transfers between Level 1 and Level 2 of the fair value hierarchy, the policy for credit losses accountthe timing of transfers between levels of the fair value hierarchy and the income statement reflectsvaluation process for Level 3 fair value measurements while it modifies existing disclosure requirements related to measurement uncertainty and the measurementrequirement to disclose the timing of liquidation of an investee's assets for newly recognized financial assets,investments in certain entities that calculate NAV. The new guidance also adds requirements to disclose changes in unrealized gains and losses included in OCI for recurring Level 3 fair value measurements as well as increasesthe range and weighted average used to develop significant unobservable inputs for Level 3 fair value measurements. An entity is permitted to early adopt any eliminated or decreasesmodified disclosure requirements and delay adoption of expected credit lossesthe additional disclosure requirements until the guidance is effective. During the third quarter of 2018, ProAssurance elected to early adopt the provisions that have taken place duringeliminate and modify certain disclosure requirements within Note 2 on a retrospective basis, and adopted the period. ProAssurance is in the processadditional disclosure requirements beginning January 1, 2020. Adoption of evaluating thethis guidance had no material effect the new guidance would have on itsProAssurance’s results of operations, and financial position or cash flows as it affected disclosures only.
Intangibles - Goodwill and plansOther-Internal-Use Software (ASU 2018-15)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB amended the new standard regarding accounting for implementation costs in cloud computing arrangements. The amended guidance substantially aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to adoptdevelop or obtain internal-use software. ProAssurance adopted the guidance beginning January 1, 2020.2020, and adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.

Targeted Improvements to Related Party Guidance for VIEs (ASU 2018-17)

Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB amended guidance which improves the consistency of the application of the VIE guidance for common control arrangements. The amended guidance requires an entity to consider indirect interests held through related parties under common control on a


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proportional basis rather than as the equivalent of a direct interest in its entirety when determining whether a decision-making fee is a variable interest. ProAssurance adopted the guidance beginning January 1, 2020. ProAssurance does not have any material indirect interests held through related parties under common control; therefore, adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Collaborative Arrangements (ASU 2018-18)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued new guidance which clarifies how to assess whether certain transactions between participants in a collaborative arrangement should be accounted for under the revenue from contracts with customers accounting standard when the counterpart is a customer. In addition, the guidance precludes an entity from presenting consideration from a transaction in a collaborative arrangement as revenue from contracts with customers if the counterparty is not a customer for that transaction. ProAssurance adopted the guidance beginning January 1, 2020, and adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Reference Rate Reform (ASU 2020-04)
The FASB issued guidance intended to assist stakeholders during the market-wide reference rate transition period and is effective for a limited period between March 12, 2020 and December 31, 2022. The guidance provides optional expedients and exceptions for applying GAAP to contracts, hedging relationships and other transactions that reference LIBOR or another reference rate that is expected to be discontinued because of reference rate reform. ProAssurance has exposure to LIBOR-based financial instruments through its variable rate Mortgage Loans and Revolving Credit Agreement; however, these agreements include provisions for an alternative benchmark rate if LIBOR ceases to exist, which do not materially change the liability exposure. Additionally, ProAssurance has exposure to LIBOR in its available-for-sale fixed maturities portfolio which represented approximately 6% of total investments, or $191 million as of December 31, 2020; 34% of these investments with exposure to LIBOR were issued since 2019 and include provisions for an alternative benchmark rate. Optional expedients for contract modifications include a prospective adjustment that does not require contract remeasurement or reassessment of a previous accounting determination; therefore, the modified contract is accounted for as a continuation of the existing contract. ProAssurance adopted the guidance beginning March 12, 2020, and adoption had no material effect on ProAssurance's results of operations, financial position or cash flows.
Simplifying the Accounting for Income Taxes (ASU 2019-12)
Effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, the FASB issued new guidance which is intended to simplify various aspects related to accounting for income taxes. In addition, it removes certain exceptions to the general principles in the income tax guidance in the codification and also clarifies and amends existing guidance to improve consistent application. ProAssurance elected to early adopt this guidance using a prospective application during the second quarter of 2020. The most impactful provision of the new guidance on the Company is the removal of the limitation on the tax benefit recognized on pre-tax losses during interim periods in which the year-to-date loss exceeds the expected loss for the fiscal year.
Accounting Changes Not Yet Adopted
Clarifying the Interactions between Investments - Equity Securities, Investments - Equity Method and Joint Ventures, and Derivatives and Hedging (ASU 2020-01)
Effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, the FASB amended guidance that clarifies the accounting for the transition into and out of the equity method and measuring certain purchased options and forward contracts to acquire investments. ProAssurance plans to adopt the guidance beginning January 1, 2021, and adoption is not expected to have a material effect on ProAssurance's results of operations, financial position or cash flows.

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December 31, 2020
2. Fair Value Measurement
Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. A three level hierarchy has been established for valuing assets and liabilities based on how transparent (observable) the inputs are that are used to determine fair value, with the inputs considered most observable categorized as Level 1 and those that are the least observable categorized as Level 3. Hierarchy levels are defined as follows:
Level 1:quoted (unadjusted) market prices in active markets for identical assets and liabilities. For ProAssurance, Level 1 inputs are generally quotes for debt or equity securities actively traded in exchange or over-the-counter markets.
Level 2:market data obtained from sources independent of the reporting entity (observable inputs). For ProAssurance, Level 2 inputs generally include quoted prices in markets that are not active, quoted prices for similar assets or liabilities, and results from pricing models that use observable inputs such as interest rates and yield curves that are generally available at commonly quoted intervals.
Level 3:the reporting entity’s own assumptions about market participant assumptions based on the best information available in the circumstances (non-observable inputs). For ProAssurance, Level 3 inputs are used in situations where little or no Level 1 or 2 inputs are available or are inappropriate given the particular circumstances. Level 3 inputs include results from pricing models for which some or all of the inputs are not observable, discounted cash flow methodologies, single non-binding broker quotes and adjustments to externally quoted prices that are based on management judgment or estimation.
Fair values of assets measured at fair value on a recurring basis as of December 31, 20172020 and December 31, 20162019 are shown in the following tables. Where applicable, the tables also indicate the fair value hierarchy of the valuation techniques utilized to determine those fair values. For some assets, the inputs used to measure fair value may fall into different levels of the fair value hierarchy. When this is the case, the asset is categorized based on the level of the most significant input to the fair value measurement. Assessments of the significance of a particular input to the fair value measurement require judgment and consideration of factors specific to the assets being valued.



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December 31, 20172020

December 31, 2020
Fair Value Measurements UsingTotal
(In thousands)Level 1Level 2Level 3Fair Value
Assets:
Fixed maturities, available-for-sale
U.S. Treasury obligations$0 $107,059 $0 $107,059 
U.S. Government-sponsored enterprise obligations0 12,261 0 12,261 
State and municipal bonds0 332,920 0 332,920 
Corporate debt, multiple observable inputs0 1,326,077 0 1,326,077 
Corporate debt, limited observable inputs0 0 3,265 3,265 
Residential mortgage-backed securities0 274,509 2,032 276,541 
Agency commercial mortgage-backed securities0 13,310 0 13,310 
Other commercial mortgage-backed securities0 113,092 0 113,092 
Other asset-backed securities0 266,345 6,661 273,006 
Fixed maturities, trading0 48,456 0 48,456 
Equity investments
Financial13,810 0 0 13,810 
Utilities/Energy564 0 0 564 
Consumer oriented1,262 0 0 1,262 
Industrial2,240 0 0 2,240 
Bond funds69,475 0 0 69,475 
All other20,202 0 0 20,202 
Short-term investments307,695 30,118 0 337,813 
Other investments1,509 42,607 0 44,116 
Other assets0 329 0 329 
Total assets categorized within the fair value hierarchy$416,757 $2,567,083 $11,958 2,995,798 
Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:
Equity investments12,548 
Investment in unconsolidated subsidiaries233,711 
Total assets at fair value$3,242,057 


 December 31, 2017
 Fair Value Measurements Using Total
(In thousands)Level 1 Level 2 Level 3 Fair Value
Assets:       
Fixed maturities, available for sale       
U.S. Treasury obligations$
 $133,627
 $
 $133,627
U.S. Government-sponsored enterprise obligations
 20,956
 
 20,956
State and municipal bonds
 632,243
 
 632,243
Corporate debt, multiple observable inputs2,371
 1,151,084
 
 1,153,455
Corporate debt, limited observable inputs
 
 13,703
 13,703
Residential mortgage-backed securities
 196,789
 1,055
 197,844
Agency commercial mortgage-backed securities
 10,742
 
 10,742
Other commercial mortgage-backed securities
 15,961
 
 15,961
Other asset-backed securities
 97,780
 3,931
 101,711
Equity securities      
Financial76,051
 
 
 76,051
Utilities/Energy54,388
 
 
 54,388
Consumer oriented54,529
 
 
 54,529
Industrial53,936
 
 
 53,936
Bond funds156,563
 
 
 156,563
All other75,142
 
 
 75,142
Short-term investments404,204
 27,922
 
 432,126
Other investments607
 31,155
 409
 32,171
Other assets
 1,731
 
 1,731
Total assets categorized within the fair value hierarchy$877,791
 $2,319,990
 $19,098
 3,216,879
LP/LLC and investment fund interests carried at NAV which approximates fair value. These interests, reported as a part of Investment in unconsolidated subsidiaries and Other investments, respectively, are not categorized within the fair value hierarchy.      230,889
Total assets at fair value
 
 
 $3,447,768





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Notes to Consolidated Financial Statements
December 31, 20172020

December 31, 2016December 31, 2019
Fair Value Measurements Using TotalFair Value Measurements UsingTotal
(In thousands)Level 1 Level 2 Level 3 Fair Value(In thousands)Level 1Level 2Level 3Fair Value
Assets:       Assets:
Fixed maturities, available for sale       
Fixed maturities, available-for-saleFixed maturities, available-for-sale
U.S. Treasury obligations$
 $146,539
 $
 $146,539
U.S. Treasury obligations$$110,467 $$110,467 
U.S. Government-sponsored enterprise obligations
 30,235
 
 30,235
U.S. Government-sponsored enterprise obligations17,340 17,340 
State and municipal bonds
 800,463
 
 800,463
State and municipal bonds296,093 296,093 
Corporate debt, multiple observable inputs2,339
 1,261,842
 
 1,264,181
Corporate debt, multiple observable inputs1,335,285 1,335,285 
Corporate debt, limited observable inputs
 
 14,810
 14,810
Corporate debt, limited observable inputs5,079 5,079 
Residential mortgage-backed securities
 217,906
 
 217,906
Residential mortgage-backed securities208,408 208,408 
Agency commercial mortgage-backed securities
 12,783
 
 12,783
Agency commercial mortgage-backed securities8,221 8,221 
Other commercial mortgage-backed securities
 19,611
 
 19,611
Other commercial mortgage-backed securities71,868 71,868 
Other asset-backed securities
 103,871
 3,007
 106,878
Other asset-backed securities233,032 2,992 236,024 
Equity securities      
Fixed maturities, tradingFixed maturities, trading47,284 47,284 
Equity investmentsEquity investments
Financial81,749
 
 
 81,749
Financial40,294 40,294 
Utilities/Energy52,869
 
 
 52,869
Utilities/Energy21,195 21,195 
Consumer oriented61,284
 
 
 61,284
Consumer oriented29,288 29,288 
Industrial54,265
 
 
 54,265
Industrial26,440 26,440 
Bond funds79,843
 10,159
 
 90,002
Bond funds58,346 58,346 
All other27,181
 19,924
 
 47,105
All other52,512 52,512 
Short-term investments437,580
 4,504
 
 442,084
Short-term investments317,313 22,594 339,907 
Other investments1,956
 29,542
 3
 31,501
Other investments219 32,713 3,086 36,018 
Other assetsOther assets760 760 
Total assets categorized within the fair value hierarchy$799,066
 $2,657,379
 $17,820
 3,474,265
Total assets categorized within the fair value hierarchy$545,607 $2,384,065 $11,157 2,940,829 
LP/LLC interests carried at NAV which approximates fair value. These interests, reported as a part of Investment in unconsolidated subsidiaries, are not categorized within the fair value hierarchy.      204,719
Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:
Equity investmentsEquity investments22,477 
Investment in unconsolidated subsidiariesInvestment in unconsolidated subsidiaries270,524 
Total assets at fair value
 
 
 $3,678,984
Total assets at fair value$3,233,830 
The fair values for securities included in the Level 2 category, with the few exceptions described below, were developed by one of several third party, nationally recognized pricing services, including services that price only certain types of securities. Each service uses complex methodologies to determine values for securities and subject the values they develop to quality control reviews. Management selected a primary source for each type of security in the portfolio and reviewed the values provided for reasonableness by comparing data to alternate pricing services and to available market and trade data. Values that appeared inconsistent were further reviewed for appropriateness. Any value that did not appear reasonable was discussed with the service that provided the value and adjusted, if necessary. There were no material changes to the values supplied by the pricing services during the years ended December 31, 20172020 and 2016.2019.

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December 31, 2020
Level 2 Valuations
Below is a summary description of the valuation methodologies primarily used by the pricing services for securities in the Level 2 category, by security type:
U.S. Treasury obligations were valued based on quoted prices for identical assets, or, in markets that are not active, quotes for similar assets, taking into consideration adjustments for variations in contractual cash flows and yields to maturity.
U.S. Government-sponsored enterprise obligations were valued using pricing models that consider current and historical market data, normal trading conventions, credit ratings and the particular structure and characteristics of the security being valued, such as yield to maturity, redemption options, and contractual cash flows. Adjustments to model inputs or model results were included in the valuation process when necessary to reflect recent regulatory, government or corporate actions or significant economic, industry or geographic events affecting the security’s fair value.
State and municipal bonds were valued using a series of matrices that considered credit ratings, the structure of the security, the sector in which the security falls, yields and contractual cash flows. Valuations were further adjusted, when necessary, to reflect the expected effect on fair value of recent significant economic or geographic events or ratings changes.


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December 31, 2017

Corporate debt, multiple observable inputs consisted primarily of corporate bonds, but also included a small number of bank loans. The methodology used to value Level 2 corporate bonds was the same as the methodology previously described for U.S. Government-sponsored enterprise obligations. Bank loans were valued based on an average of broker quotes for the loans in question, if available. If quotes were not available, the loans were valued based on quoted prices for comparable loans or, if the loan was newly issued, by comparison to similar seasoned issues. Broker quotes were compared to actual trade prices to permit assessment of the reliability of the quotes; unreliable quotes were not considered in quoted averages.
Residential and commercial mortgage-backed securities were valued using a pricing matrix which considers the issuer type, coupon rate and longest cash flows outstanding. The matrix used was based on the most recently available market information. Agency and non-agency collateralized mortgage obligations were both valued using models that consider the structure of the security, current and historical information regarding prepayment speeds, ratings and ratings updates, and current and historical interest rate and interest rate spread data.
Other asset-backed securities were valued using models that consider the structure of the security, monthly payment information, current and historical information regarding prepayment speeds, ratings and ratings updates, and current and historical interest rate and interest rate spread data. Spreads and prepayment speeds consider collateral type.
Equity securities were securities not traded on an exchange onFixed maturities, trading, are held by the valuation date. TheLloyd's Syndicates segment and include U.S. Treasury obligations, corporate debt with multiple observable inputs and other asset-backed securities. These securities were valued using the most recently available quotesrespective valuation methodologies discussed above for the securities.each security type.
Short-term investments are were securities maturing within one year, carried at costfair value which approximated the fair valuecost of the securitysecurities due to the short term to maturity.their short-term nature.
Other investments consisted primarily of convertible bonds valued using a pricing model that incorporated selected dealer quotes as well as current market data regarding equity prices and risk free rates. If dealer quotes were unavailable for the security being valued, quotes for securities with similar terms and credit status were used in the pricing model. Dealer quotes selected for use were those considered most accurate based on parameters such as underwriter status and historical reliability.
Other assets consisted of an interest rate cap derivative instrument valued using a model which considers the volatilities from other instruments with similar maturities, strike prices, durations and forward yield curves. Under the terms of the interest rate cap agreement, ProAssurance paid a premium of $2 million for the right to receive cash payments based upon a notional amount of $35 million if and when the three-month LIBOR rises above 2.35%. The Company's variable-rate Mortgage Loans bear an interest rate of three-month LIBOR plus 1.325%.
Level 3 Valuations
Below is a summary description of the valuation processes and methodologies used as well as quantitative information regarding securities in the Level 3 category.
Level 3 Valuation Processes
Level 3 securities are pricedcategory, by the Chief Investment Officer.
Level 3 valuations are computed quarterly. Prices are evaluated quarterly against prior period prices and the expected change in prices.
ProAssurance's Level 3 securities are primarily NRSRO rated debt instruments for which comparable market inputs are commonly available for evaluating the securities in question. Valuation of these debt instruments is not overly sensitive to changes in the unobservable inputs used.


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security type:
Level 3 Valuation Methodologies
Corporate debt, limited observable inputs consisted of corporate bonds valued using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Similar securities are defined as securities of comparable credit quality that have like terms and payment features. Assessments of credit quality were based on NRSRO ratings, if available, or were subjectively determined by management if not available. At December 31, 20172020, 100% of the securities were

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Notes to Consolidated Financial Statements
December 31, 2020
rated and the average rating was BB+. At December 31, 2019, 66% of the securities were rated and the average rating was BBB+.BBB-.
Residential mortgage-backed and other asset-backed securities consisted of securitizations of receivables valued using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Similar securities are defined as securities of comparable credit quality that have like terms and payment features. Assessments of credit quality were based on NRSRO ratings, if available, or were subjectively determined by management if not available. At December 31, 2017, 21%2020, 51% of the securities were rated and the average rating was AAA.AA-. At December 31, 2016, no2019, 100% of the securities were rated.rated and the average rating was AA.
Other investments consisted of convertible securities for which limited observable inputs were available at December 31, 2017 and December 31, 2016.2019. The securities were valued internally based on expected cash flows, including the expected final recovery, discounted at a yield that considered the lack of liquidity and the financial status of the issuer.
Quantitative Information Regarding Level 3 Valuations
Fair Value at
($ in thousands)($ in thousands)December 31, 2020December 31, 2019Valuation TechniqueUnobservable InputRange
(Weighted Average)
Assets:Assets:
 Fair Value at 
(In thousands) December 31, 2017 December 31, 2016 Valuation Technique Unobservable Input Range
(Weighted Average)
Assets: 
Corporate debt, limited observable inputs $13,703 $14,810 Market Comparable
Securities
 Comparability Adjustment 0% - 5% (2.5%)Corporate debt, limited observable inputs$3,265$5,079Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
 Discounted Cash Flows Comparability Adjustment 0% - 5% (2.5%)Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Residential mortgage-backed and other asset-backed securities $4,986 $3,007 Market Comparable
Securities
 Comparability Adjustment 0% - 5% (2.5%)
Residential mortgage-backed securitiesResidential mortgage-backed securities$2,032$0Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Other asset-backed securitiesOther asset-backed securities$6,661$2,992Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
 Discounted Cash Flows Comparability Adjustment 0% - 5% (2.5%)Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Other investments $409 $3 Discounted Cash Flows Comparability Adjustment 0% - 10% (5%)Other investments$0$3,086Discounted Cash FlowsComparability Adjustment0% - 10% (5%)
The significant unobservable inputs used in the fair value measurement of the above listed securities were the valuations of comparable securities with similar issuers, credit quality and maturity. Changes in the availability of comparable securities could result in changes in the fair value measurements.



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December 31, 20172020

Fair Value Measurements - Level 3 AssetsInvestment in Unconsolidated Subsidiaries
The following tables (the Level 3 Tables) present summary information regarding changesEquity investments, primarily investments in LPs/LLCs, where ProAssurance is deemed to have influence because it holds a greater than a minor interest are accounted for using the equity method. Under the equity method, the recorded basis of the investment is adjusted each period for the investor’s pro rata share of the investee’s income or loss. Investments in unconsolidated subsidiaries include tax credit partnerships accounted for using the equity method, whereby ProAssurance’s proportionate share of income or loss is included in equity in earnings (loss) of unconsolidated subsidiaries. Tax credits received from the partnerships are recognized in the fair valueperiod received in the Consolidated Statement of assets measured at fair value using Level 3 inputs.
 December 31, 2017
 Level 3 Fair Value Measurements – Assets
(In thousands)State and Municipal Bonds Corporate Debt Asset-backed Securities Other investments Total
Balance December 31, 2016$
 $14,810
 $3,007
 $3
 $17,820
Total gains (losses) realized and unrealized:         
Included in earnings, as a part of:         
Net investment income
 (163) 
 
 (163)
Net realized investment gains (losses)
 13
 
 (143) (130)
Included in other comprehensive income
 (369) (71) 140
 (300)
Purchases
 13,016
 2,627
 
 15,643
Sales
 (4,837) 
 (912) (5,749)
Transfers in
 999
 
 1,321
 2,320
Transfers out
 (9,766) (577) 
 (10,343)
Balance December 31, 2017$
 $13,703
 $4,986
 $409
 $19,098
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end$
 $
 $
 $
 $

Income and Comprehensive Income as either a reduction to current tax expense or as a component of deferred tax expense if they cannot be utilized in the period received.

 December 31, 2016
 Level 3 Fair Value Measurements – Assets
(In thousands)State and Municipal Bonds Corporate Debt Asset-backed Securities Other investments Total
Balance December 31, 2015$
 $14,500
 $757
 $
 $15,257
Total gains (losses) realized and unrealized:         
Included in earnings, as a part of:         
Net investment income
 (93) 
 (9) (102)
Net realized investment gains (losses)(490) (75) 
 
 (565)
Included in other comprehensive income
 531
 8
 47
 586
Purchases
 8,900
 6,500
 1,753
 17,153
Sales(410) (3,837) (1,452) (1,550) (7,249)
Transfers in900
 
 1,000
 918
 2,818
Transfers out
 (5,116) (3,806) (1,156) (10,078)
Balance December 31, 2016$
 $14,810
 $3,007
 $3
 $17,820
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end$
 $
 $
 $
 $
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Notes to Consolidated Financial Statements
December 31, 20172020

Business Owned Life Insurance
Transfers
Equity securities of approximately $35.4 million and $10.2 million were transferred from Level 2 to Level 1 during the years ended December 31, 2017 and 2016, respectively.
Transfers shownProAssurance owns life insurance contracts on certain management employees. The life insurance contracts are carried at their current cash surrender value. Changes in the preceding Level 3 tables werecash surrender value are included in income in the current period as ofinvestment income. Death proceeds from the end ofcontracts are recorded when the quarter inproceeds become payable under the policy terms.
Realized Gains and Losses
Realized investment gains and losses are recognized on the first-in, first-out basis for GAAP purposes and on the specific identification basis for tax purposes.
Impairments
ProAssurance evaluates its available-for-sale investment securities, which the transfer occurred. All transfers during both 2017 and 2016 were to or from Level 2, with the exception of one security that was transfered to Level 1 during 2016.
All transfers during 2017 and 2016 related to securities held for which the level of market activity for identical or nearly identical securities varies from period to period. The securities were valued using multiple observable inputs when those inputs were available; otherwise the securities were valued using limited observable inputs.
Fair Values Not Categorized
Investment in unconsolidated subsidiaries at both December 31, 2017 and December 31, 2016 included interests in investment fund LPs/LLCs and other investments at December 31, 2017 included interests2020 and 2019 consisted entirely of fixed maturity securities, on at least a quarterly basis for the purpose of determining whether declines in certain investment funds that measure fund assets at fair value onbelow recorded cost basis represent a recurringcredit loss. The Company considers a credit loss to have occurred:
if there is intent to sell the security;
if it is more likely than not that the security will be required to be sold before full recovery of its amortized cost basis; or
if the entire amortized basis of the security is not expected to be recovered.
The assessment of whether the amortized cost basis of a security is expected to be recovered requires the Company to make assumptions regarding various matters affecting future cash flows. The choice of assumptions is subjective and that provide a NAV forrequires the interest. The carryinguse of judgment. Actual credit losses experienced in future periods may differ from the Company’s estimates of those credit losses. Methodologies used to estimate the present value of these interestsexpected cash flows are:
The estimate of expected cash flows is determined by projecting a recovery value and a recovery time frame and assessing whether further principal and interest will be received. ProAssurance considers various factors in projecting recovery values and recovery time frames, including the following:
third-party research and credit rating reports;
the current credit standing of the issuer, including credit rating downgrades, whether before or after the balance sheet date;
the extent to which the decline in fair value is attributable to credit risk specifically associated with the security or its issuer;
internal assessments and the assessments of external portfolio managers regarding specific circumstances surrounding an investment, which indicate the investment is more or less likely to recover its amortized cost than other investments with a similar structure;
for asset-backed securities, the origination date of the underlying loans, the remaining average life, the probability that credit performance of the underlying loans will deteriorate in the future and ProAssurance's assessment of the quality of the collateral underlying the loan;
failure of the issuer of the security to make scheduled interest or principal payments;
any changes to the rating of the security by a rating agency;
recoveries or additional declines in fair value subsequent to the balance sheet date;
adverse legal or regulatory events;
significant deterioration in the market environment that may affect the value of collateral (e.g. decline in real estate prices);
significant deterioration in economic conditions; and
disruption in the business model resulting from changes in technology or new entrants to the industry.
If deemed appropriate and necessary, a discounted cash flow analysis is performed to confirm whether a credit loss exists and, if so, the amount of the credit loss. ProAssurance uses the single best estimate approach for available-for-sale debt securities and considers all reasonably available data points, including industry analyses, credit ratings, expected defaults and the remaining payment terms of the debt security. For fixed rate available-for-sale debt securities, cash flows are discounted at the security's effective interest rate implicit in the security at the date of acquisition. If the available-for-sale debt security’s contractual interest rate varies based on subsequent changes in an independent factor, such as an index or rate, for example, the prime rate, the LIBOR, or the U.S. Treasury bill weekly average, that security’s effective interest rate is calculated based on the NAV provided and was considered to approximatefactor as it changes over the fair valuelife of the interests. In accordance with GAAP,security.
If ProAssurance intends to sell a debt security or believes it will more likely than not be required to sell a debt security before the fair value of these investments was not classified withinamortized cost basis is recovered, any existing allowance will be written off against the fair value hierarchy. Additional information regarding these investments is as follows:security's amortized cost

 Unfunded
Commitments
 Fair Value
(In thousands)December 31,
2017
 December 31,
2017
 December 31,
2016
Investments in LPs/LLCs:     
Private debt funds (1)
$5,005
 $42,206
 $55,637
Long equity fund (2)
None
 7,847
 6,268
Long/short equity funds (3)
None
 31,352
 28,926
Non-public equity funds (4)
$77,626
 100,062
 89,691
Multi-strategy fund of funds (5)
None
 9,100
 8,448
Structured credit fund (6)
None
 6,561
 4,273
Long/short commodities fund (7)
None
 13,025
 11,476
Strategy focused fund (8)
$4,304
 606
 
Other investments:     
Mortgage fund (9)
None
 20,130
 
   $230,889
 $204,719
137
(1)
The investment is comprised of interests in two unrelated LP funds that are structured to provide interest distributions primarily through diversified portfolios of private debt instruments. One LP allows redemption by special consent; the other does not permit redemption. Income and capital are to be periodically distributed at the discretion of the LPs over an anticipated time frame that spans from three to eight years.
(2)
The fund is a LP that holds long equities of public international companies. Redemptions are allowed at the end of any calendar month with a prior notice requirement of 15 days and are paid within 10 days of the end of the calendar month of the redemption request.
(3)
The investment is comprised of interests in multiple unrelated LP funds. The funds hold primarily long and short North American equities and target absolute returns using strategies designed to take advantage of market opportunities. The funds generally permit quarterly or semi-annual capital redemptions subject to notice requirements of 30 to 90 days. For some funds, redemptions above specified thresholds (lowest threshold is 90%) may be only partially payable until after a fund audit is completed and are then payable within 30 days.
(4)
The investment is comprised of interests in multiple unrelated LP funds, each structured to provide capital appreciation through diversified investments in private equity, which can include investments in buyout, venture capital, debt including senior, second lien and mezzanine, distressed debt and other private equity-oriented LPs. Two of the LPs allow redemption by terms set forth in the LP agreements; the others do not permit redemption. Income and capital are to be periodically distributed at the discretion of the LP over time frames that are anticipated to span up to nine years.


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Notes to Consolidated Financial Statements
December 31, 20172020

basis, with any remaining difference between the debt security's amortized cost basis and fair value recognized as an impairment loss in earnings.
(5)
This fund
Exclusive of securities where there is an intent to sell or where it is a LLC structured to build and manage low volatility, multi-manager portfolios that have little or no correlation to the broader fixed income and equity security markets. Redemptions are not permitted but offers to repurchase units of the LLC may be extended periodically.
(6)
This fund is a LP seeking to obtain superior risk-adjusted absolute returns by acquiring and actively managing a diversified portfolio of debt securities, including bonds, loans and other asset-backed instruments. Redemptions are allowed at any quarter-end with a prior notice requirement of 90 days.
(7)
This fund is a LLC invested across a broad range of commodities and focuses primarily on market neutral, relative value strategies, seeking to generate absolute returns with low correlation to broad commodity, equity and fixed income markets. Following an initial one-year lock-up period, redemptions are allowed with a prior notice requirement of 30 days and are payable within 30 days.
(8)
This fund is a LLC focused on investing in consumer products companies. The fund will invest in North American companies, comprised of equity and equity-related securities, as well as debt instruments. Redemptions are not permitted.
(9)
This investment fund is focused on the structured mortgage market. The fund will primarily invest in U.S. Agency mortgage-backed securities. Redemptions are allowed at the end of any calendar quarter with a prior notice requirement of 65 days and are paid within 45 days at the end of the redemption dealing day.
ProAssurance may not sell, transfer or assignmore likely than not that the security will be required to be sold before recovery of its interestamortized cost basis, impairment for debt securities is separated into a credit component and a non-credit component. The credit component of an impairment is the difference between the security’s amortized cost basis and the present value of its expected future cash flows, while the non-credit component is the remaining difference between the security’s fair value and the present value of expected future cash flows. An allowance for expected credit losses will be recorded for the expected credit losses through income and the non-credit component is recognized in anyOCI. The amount of impairment recognized is limited to the excess of the above LPs/LLCs without special consent from the LP/LLC.
Nonrecurring Fair Value Measurement
At December 31, 2017, ProAssurance held an equity method early stage business investment measured at fair value on a nonrecurring basis due to a recognized OTTI of $8.5 million. The investment was valued using significant unobservable inputs (Level 3) and had a fair value of $1.2 million at December 31, 2017. The fair value of the investment was measured as ProAssurance's ownership percentage in the projected earnings and cash flows expected to be generated by the investment. At December 31, 2016, ProAssurance did not have any assets or liabilities that were measured at fair value on a nonrecurring basis.
Financial Instruments - Methodologies Other Than Fair Value
The following table provides the estimated fair value of our financial instruments that, in accordance with GAAP for the type of investment, are measured using a methodology other than fair value. All fair values provided primarily fall within the Level 3 fair value category.
 December 31, 2017 December 31, 2016
(In thousands)Carrying
Value
 Fair
Value
 Carrying
Value
 Fair
Value
Financial assets:       
BOLI$62,113
 $62,113
 $60,134
 $60,134
Other investments$58,546
 $69,095
 $50,391
 $58,757
Other assets$34,020
 $33,742
 $29,111
 $28,960
Financial liabilities:       
Senior notes due 2023*$250,000
 $273,153
 $250,000
 $270,898
Revolving Credit Agreement*$123,000
 $123,000
 $200,000
 $200,000
Mortgage loans*$40,460
 $40,460
 $
 $
Other liabilities$21,154
 $21,154
 $17,033
 $17,011
* Carrying value excludes debt issuance costs
The fair value of the BOLI was equal to the cash surrender value associated with the policies on the valuation date.
Other investments listed in the table above include interests in certain investment fund LPs/LLCs accounted for using theamortized cost method, investments in FHLB common stock carried at cost and an annuity investment carried at amortized cost. The estimated fair value of the LP/LLC interests was based on the equity value of the interest provided by the LP/LLC managers for the most recent quarter, which approximatesover the fair value of the interest. Twoavailable-for-sale debt security.
Derivatives
ProAssurance records derivative instruments at fair value in the Consolidated Balance Sheets. ProAssurance accounts for the changes in fair value of ProAssurance's insurance subsidiaries are membersderivatives depending on whether the derivative is designated as a hedging instrument and if so, the type of an FHLB. The estimatedhedging relationship. For derivative instruments not designated as hedging instruments, ProAssurance recognizes the change in fair value of the FHLB common stock wasderivative in earnings during the period of change. As of December 31, 2020, ProAssurance has not designated any derivative instruments as hedging instruments and does not use derivative instruments for trading purposes.
Foreign Currency
The functional currency of all ProAssurance foreign subsidiaries is the U.S. dollar. In recording foreign currency transactions, revenue and expense items are converted to U.S. dollars at the exchange rate prevailing at the transaction date. Monetary assets and liabilities originating in currencies other than the U.S. dollar are remeasured to U.S. dollars at the rates of exchange in effect as of the balance sheet date. The resulting foreign currency gains or losses are recognized in the Consolidated Statements of Income and Comprehensive Income as a component of other income. Monetary assets and liabilities include investments, cash and cash equivalents, accrued expenses and other liabilities. In addition, monetary assets and liabilities include certain premiums receivable and reserve for losses and LAE as a result of reinsurance transactions conducted with foreign cedants denominated in their local functional currencies.
Cash and Cash Equivalents
For purposes of the Consolidated Balance Sheets and Consolidated Statements of Cash Flows, ProAssurance considers all demand deposits and overnight investments to be cash equivalents.
Income Taxes/Deferred Taxes
ProAssurance files a consolidated federal income tax return. Tax-related interest and penalties are recognized as components of tax expense.
ProAssurance evaluates tax positions taken on tax returns and recognizes positions in the financial statements when it is more likely than not that the position will be sustained upon resolution with a taxing authority. If recognized, the benefit is measured as the largest amount of benefit that has a greater than fifty percent probability of being realized. Uncertain tax positions are reviewed each period by considering changes in facts and circumstances, such as changes in tax law, interactions with taxing authorities and developments in case law, and adjustments would be made if considered necessary. Adjustments to unrecognized tax benefits may affect income tax expense, and the settlement of uncertain tax positions may require the use of cash. Other than differences related to timing, no significant adjustments were considered necessary during the years ended December 31, 2020 or 2019.
Deferred federal income taxes arise from the recognition of temporary differences between the basis of assets and liabilities determined for financial reporting purposes and the basis determined for income tax purposes. ProAssurance’s temporary differences principally relate to loss reserves, unearned and advanced premiums, DPAC, compensation related items, tax credit carryforwards, unrealized investment gains (losses) and basis differentials in fixed assets, intangible assets and operating leases and investments. Deferred tax assets and liabilities are measured using the enacted tax rates expected to be in effect when such benefits are realized. ProAssurance reviews its deferred tax assets quarterly for impairment. If management determines that it is more likely than not that some or all of a deferred tax asset will not be realized, a valuation allowance is recorded to reduce the carrying value of the asset. In assessing the need for a valuation allowance, management is required to make certain judgments and assumptions about the future operations of ProAssurance based on the amount the subsidiaries would

historical experience and


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Notes to Consolidated Financial Statements
December 31, 20172020

receive if their memberships were canceled,information as the memberships cannot be sold. The fair value of the annuity represents the present valuemeasurement period regarding reversal of existing temporary differences, carryback capacity, future taxable income of the expected future cash flows discounted using a rate available in active markets for similarly structured instruments.appropriate character, including its capital and operating characteristics, and tax planning strategies.
Other assets and other liabilities primarily consisted of related investment assets and liabilities associated with funded deferred compensation agreements. The fair value ofA valuation allowance has been established against the funded deferred compensation assets was based upon quoted market prices. The deferred compensation liabilities are adjusted to match the fairfull value of the deferred compensation assets. Othertax asset related to the NOL carryforwards for the U.K. operations and against a portion of the deferred tax asset related to the U.S. state NOL carryforwards. Management concluded that it was more likely than not that these deferred tax assets will not be realized. ProAssurance has also established a valuation allowance against the deferred tax assets of certain SPCs at its wholly owned Cayman Islands reinsurance subsidiary, Inova Re, as these SPCs are in a cumulative pre-tax loss position, and management concluded that a valuation allowance was required based upon the weight of this negative evidence. See further discussion in Note 5.
Leases
ProAssurance is involved in a number of leases, primarily for office facilities. The Company determines if an arrangement is a lease at the inception date of the contract and classifies all leases as either financing or operating. Operating leases are included a secured note receivablein operating lease ROU assets and unsecured note receivable under two separate lineoperating lease liabilities on the Consolidated Balance Sheet. The ROU asset represents the right to use the underlying asset for the lease term. As of credit agreements. Fair valueDecember 31, 2020, ProAssurance has 0 leases that are classified as financing leases.
Operating ROU assets and operating lease liabilities are initially recognized as of these notes receivable wasthe lease commencement date based on the present value of expected cash flows from the notes receivable,remaining lease payments, discounted at market rates onover the valuation date for receivables with similar credit standings and similar payment structures.
The fair valueterm of the debt was estimatedlease using a discount rate determined based on information available as of the commencement date. As the majority of ProAssurance's lessors do not provide an implicit discount rate, the Company uses its collateralized incremental borrowing rate in determining the present value of expected future cash outflows, discounted at rates availableremaining lease payments. Due to the adoption of ASU 2016-02, the Company used its collateralized incremental borrowing rate as of January 1, 2019 for operating leases that commenced prior to that date. Subsequent to the initial recognition, the operating ROU asset and operating lease liability are amortized and accreted, respectively, over the lease term in a manner that results in a straight-line operating lease expense. Operating lease expense is included as a component of operating expense on the valuationConsolidated Statements of Income and Comprehensive Income for the year ended December 31, 2020 and 2019. Leases with an initial term of twelve months or less are considered short-term and are not recorded on the Consolidated Balance Sheet; lease expense for these leases is also recognized on a straight-line basis over the lease term. Additionally, for leases entered into or reassessed after the adoption of ASU 2016-02 on January 1, 2019, ProAssurance accounts for lease and non-lease components of a contract as a single lease component.
Operating lease ROU assets are evaluated for impairment at the asset group level whenever events or changes in circumstances indicate that the carrying amount of the asset group may not be recoverable. The carrying amount of an asset group, which includes the operating lease ROU asset and the related operating lease liability, is not recoverable if the carrying amount exceeds the sum of the undiscounted cash flows expected to result from the use of the asset group over the life of the primary asset in the asset group. That assessment is based on the carrying amount of the asset group, including the operating lease ROU asset and the related operating lease liability, at the date it is tested for similar debt issuedrecoverability and an impairment loss is measured and recognized as the amount by entitieswhich the carrying amount of the asset group exceeds its fair value. Any impairment loss is allocated to each asset in the asset group, including the operating ROU asset.
When a lease of an office facility is to be abandoned and will not be subleased, the Company first evaluates whether or not the operating lease ROU asset’s inclusion in an existing asset group continues to be appropriate and if the commitment to abandon the lease constitutes a change in circumstances requiring the operating lease ROU asset, or the larger asset group, to be tested for impairment. If an impairment test is required, it is performed in the same manner as discussed above. Any remaining carrying value of the operating lease ROU asset is amortized from the date the Company commits to a plan to abandon the lease to the expected date that the Company will cease to use the leased property. Leases to be abandoned in which the Company has the intent or practical ability to sublease continue to be accounted for under a held and use model, with no change to the amortization period of the operating lease ROU asset, and are evaluated for impairment as a similar credit standing to ProAssurance.

separate asset group at the date the sublease is executed.


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Notes to Consolidated Financial Statements
December 31, 20172020

Real Estate
3. InvestmentsReal Estate balances are reported at cost or, for properties acquired in business combinations, estimated fair value on the date of acquisition, less accumulated depreciation. Real estate principally consists of properties in use as corporate offices. Depreciation is computed over the estimated useful lives of the related property using the straight-line method. Excess office capacity is leased or made available for lease; rental income is included in other income, and real estate expenses are included in operating expense.
Available-for-sale securitiesReal estate accumulated depreciation was approximately $26.5 million and $25.7 million at December 31, 20172020 and 2019, respectively. Real estate depreciation expense was $0.9 million, $1.0 million and $1.2 million for the years ended December 31, 2016 included2020, 2019 and 2018, respectively.
Goodwill/Intangibles
Intangible Assets
Intangible assets with definite lives are amortized over the following:estimated useful life of the asset. Amortizable intangible assets primarily consist of policyholder relationships, renewal rights and trade names. Intangible assets with an indefinite life, primarily state licenses, are not amortized. Indefinite lived intangible assets are evaluated for impairment on an annual basis or upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the intangible asset may be impaired. Amortizable intangible assets and other long-lived assets are tested for impairment at the asset group level upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the carrying amount of the asset group may not be recoverable. An impairment loss is recognized when estimated undiscounted future cash flows expected to result from the use of the asset group are less than the carrying amounts of the related asset group. Impairment losses are measured as the amount by which the carrying amount of the asset groups exceed their fair values. The Company's asset groups generally correspond to the same level at which goodwill is tested for impairment. The following table provides additional information regarding ProAssurance's intangible assets.
Gross Carrying ValueAccumulated AmortizationAmortization Expense
December 31December 31Year Ended December 31
(In millions)2020201920202019202020192018
Intangible Assets
Non-amortizable$25.8 $25.8 
Amortizable98.8 97.7 $58.9 $52.7 $6.2 $6.1 $6.2 
Total Intangible Assets$124.6 $123.5 
Aggregate amortization expense for intangible assets is estimated to be $6.2 million for each of the years ended December 31, 2021, 2022 and 2023, $5.9 million for the year ended December 31, 2024 and $5.6 million for the year ended December 31, 2025.
Goodwill
Goodwill is tested for impairment annually or more frequently if circumstances indicate an impairment may have occurred. The date of the Company's annual goodwill impairment testing is October 1.
Impairment of goodwill is tested at the reporting unit level, which is consistent with the Company's reportable segments identified in Note 16 of the Notes to Consolidated Financial Statements.
During the third quarter of 2020, the Company recorded a goodwill impairment charge of $161.1 million, and the facts and circumstances that led to this impairment and how the fair value of each reporting unit was estimated, including the significant assumptions used and other details are outlined in the following section.
Interim Impairment Assessments
As disclosed in the Company's June 30, 2020 report on Form 10-Q, COVID-19 has caused significant market volatility impacting its actual and projected results along with a decline in the Company's stock price; and the Company performed a quantitative assessment on the Specialty P&C and Workers' Compensation Insurance reporting units. As a result of the interim goodwill impairment assessment in the second quarter of 2020, management concluded that the fair value of each of the Specialty P&C and Workers' Compensation Insurance reporting units were greater than their carrying value as of the testing date; therefore, goodwill was not impaired and no further impairment testing was required at that time.

 December 31, 2017
(In thousands)Amortized
Cost
 Gross Unrealized Gains Gross Unrealized Losses Estimated Fair Value
Fixed maturities       
U.S. Treasury obligations$134,323
 $485
 $1,181
 $133,627
U.S. Government-sponsored enterprise obligations21,089
 73
 206
 20,956
State and municipal bonds618,414
 14,248
 419
 632,243
Corporate debt1,157,660
 15,205
 5,707
 1,167,158
Residential mortgage-backed securities196,741
 2,438
 1,335
 197,844
Agency commercial mortgage-backed securities10,827
 23
 108
 10,742
Other commercial mortgage-backed securities16,004
 91
 134
 15,961
Other asset-backed securities102,130
 47
 466
 101,711
 $2,257,188
 $32,610
 $9,556
 $2,280,242
        
 December 31, 2016
(In thousands)Amortized
Cost
 Gross Unrealized Gains Gross Unrealized Losses Estimated Fair Value
Fixed maturities       
U.S. Treasury obligations$146,186
 $1,264
 $911
 $146,539
U.S. Government-sponsored enterprise obligations30,038
 388
 191
 30,235
State and municipal bonds790,154
 17,261
 6,952
 800,463
Corporate debt1,264,812
 22,659
 8,480
 1,278,991
Residential mortgage-backed securities216,285
 3,667
 2,046
 217,906
Agency commercial mortgage-backed securities12,837
 89
 143
 12,783
Other commercial mortgage-backed securities19,571
 177
 137
 19,611
Other asset-backed securities106,938
 207
 267
 106,878
 $2,586,821
 $45,712
 $19,127
 $2,613,406
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Notes to Consolidated Financial Statements
December 31, 20172020

As the impacts persisted into the third quarter, management performed new quantitative assessments of goodwill on the Company's Specialty P&C and Workers' Compensation Insurance reporting units using updated marketplace data. The updated data, which was significantly influenced by the Company's continued depressed stock price relative to both the Company's book value and the comparable stock prices of its peers, impacted a number of key variables in the Company's analysis including the determination of a higher discount rate and lower valuation multiples. In addition, new guidance given by the Federal Reserve during the period regarding the expectation of a prolonged low interest rate environment impacted the Company's analysis. This analysis during the third quarter of 2020 indicated an impairment of the goodwill associated with the Company's Specialty P&C reporting unit and accordingly the Company recorded a $161.1 million charge to goodwill during the third quarter of 2020.
For each of the interim impairment assessments performed in the second and third quarters of 2020, management estimated the fair value of the reporting units using both an income approach and a market approach using marketplace data that was current at the time of each respective analysis. The recordedestimate of fair value derived from the income approach was based on the present value of expected future cash flows, including terminal value, utilizing a market-based weighted average cost basisof capital determined separately for each reporting unit. The estimate of fair value derived from the market approach was based on price to book multiple data. The determination of fair value involved the use of significant estimates and assumptions, including revenue growth rates, operating margins, capital requirements, tax rates, terminal growth rates, discount rates, comparable public companies and synergistic benefits available to market participants. In addition, management made certain judgments and assumptions in allocating shared assets and liabilities to individual reporting units to determine the carrying amount of each reporting unit.
Management also performed impairment tests of certain of the Company's definite and indefinite lived intangible assets for which a triggering event was deemed to have occurred, as discussed above. Based upon these impairment tests, no impairment of ProAssurance's definite or indefinite lived intangible assets was identified at September 30, 2020.
Annual Impairment Assessment
Subsequent to performing the aforementioned interim impairment assessments, the Company performed its annual goodwill impairment assessment as of October 1, 2020.
When testing goodwill for impairment on the Company's annual test date, it has the option to first assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that it is more likely than not that the estimated fair value of available-for-sale fixed maturities at December 31, 2017, by contractual maturity, are shown below. Actual maturitiesa reporting unit is less than its carrying amount. If the Company elects to perform a qualitative assessment and determine that an impairment is more likely than not, the Company is then required to perform a quantitative impairment test; otherwise, no further analysis is required. The Company also may differ from contractual maturities because borrowers may haveelect not to perform the rightqualitative assessment and, instead, proceed directly to call or prepay obligations with or without call or prepayment penalties.the quantitative impairment test.
(In thousands)Amortized
Cost
 Due in one
year or less
 Due after
one year
through
five years
 Due after
five years
through
ten years
 Due after
ten years
 Total Fair
Value
Fixed maturities, available for sale           
U.S. Treasury obligations$134,323
 $24,284
 $85,173
 $21,203
 $2,967
 $133,627
U.S. Government-sponsored enterprise obligations21,089
 249
 8,277
 12,290
 140
 20,956
State and municipal bonds618,414
 48,925
 206,946
 274,994
 101,378
 632,243
Corporate debt1,157,660
 87,973
 680,773
 372,952
 25,460
 1,167,158
Residential mortgage-backed securities196,741
 
 
 
 
 197,844
Agency commercial mortgage-backed securities10,827
 
 
 
 
 10,742
Other commercial mortgage-backed securities16,004
 
 
 
 
 15,961
Other asset-backed securities102,130
 
 
 
 
 101,711
 $2,257,188
         $2,280,242
Excluding obligationsPerformance of the U.S. Government, U.S. Government-sponsored enterprisesqualitative goodwill impairment assessment requires judgment in identifying and considering the significance of relevant key factors, events, and circumstances that affect the fair values of the Company's reporting units. This requires consideration and assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as the Company's actual and planned financial performance. The Company also gives consideration to the difference between each reporting unit's fair value and carrying value as of the most recent date that a U.S. Government obligations money market fund, no investment in any entity orfair value measurement was performed. If the results of the qualitative assessment conclude that it is not more likely than not that the fair value of a reporting unit exceeds its affiliates exceeded 10%carrying value, additional quantitative impairment testing is performed.
The quantitative goodwill impairment test involves comparing the fair value of Shareholders’ equity at December 31, 2017.
Cash and securitiesa reporting unit with its carrying value including goodwill. If the fair value of a reporting unit exceeds its carrying value, the reporting unit's goodwill is considered not to be impaired. However, if the carrying value of $46.2 million at December 31, 2017 were on deposit with various state insurance departmentsa reporting unit exceeds its fair value, an impairment loss is recorded in an amount equal to meet regulatory requirements. ProAssurance also held securities with a carrying valuethat excess. Any impairment charge recognized is limited to the amount of $159.7 million at December 31, 2017 that are pledged as collateral security for advances under the Revolving Credit Agreement (see Note 9 for additional detail onrespective reporting unit's allocated goodwill.
Determining the Revolving Credit Agreement).
As a member of Lloyd's and a capital provider to Syndicate 1729 and Syndicate 6131, which began active operations on January 1, 2018, ProAssurance is required to maintain capital at Lloyd's, referred to as FAL. ProAssurance investments at December 31, 2017 included fixed maturities with a fair value of $123.5 milliona reporting unit under the quantitative goodwill impairment test requires judgment and short term investments withoften involves the use of significant estimates and assumptions, including an assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as actual and planned financial performance. These estimates and assumptions could have a significant impact on whether or not an impairment charge is recognized and the magnitude of any such charge. To assist management in the process of determining any potential goodwill impairment, the Company may review and consider appraisals from accredited independent valuation firms. Estimates of fair value are primarily determined using discounted cash flows and market comparisons. These approaches involve significant estimates and assumptions, including projected future cash flows (including timing), discount rates reflecting the risks inherent in those future cash flows, perpetual growth rates, and selection of approximately $0.4 million on deposit with Lloyd's in order to satisfy these FAL requirements.appropriate market comparable metrics and transactions.
BOLI
ProAssurance holds BOLI policies that are carried at the current cash surrender valueAs of the policies (original cost $33 million). All insured individuals were members of ProAssurance management atmost recent goodwill impairment test performed on October 1, 2020, the time the policies were acquired. The primary purpose of the program isCompany elected to offset future employee benefit expenses through earnings on the cash value of the policies. ProAssurance is the ownerperform a qualitative goodwill impairment test for its Workers' Compensation Insurance and beneficiary of these policies.








Segregated Portfolio Cell Reinsurance


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Notes to Consolidated Financial Statements
December 31, 20172020

reporting units. These reporting units have historically had an excess of fair value over book value and based on current operations are expected to continue to do so; therefore, the Company's annual impairment test for these reporting units was performed qualitatively. In applying the qualitative approach, management considered macroeconomic factors, industry and market conditions, cost factors that could have a negative impact on the reporting units, actual financial performance of the reporting units versus expectations and management's future business expectations. As a result of the qualitative assessments, management concluded that it was not more likely than not that the fair value of each of the Company's two reporting units that have net goodwill was less than the carrying value of each reporting unit as of the testing date; therefore, no further impairment testing was required. NaN goodwill impairment was recorded during the years ended December 31, 2019 or 2018.
Given the evolving, uncertain nature of the COVID-19 pandemic, the estimates and assumptions used by management in these impairment tests have inherent uncertainties, and different assumptions could lead to materially different results including impairment charges in the future. Management expects to continue to monitor developments and perform updated analyses as necessary. See Note 6 of the Notes to Consolidated Financial Statements for additional information about the Company's goodwill.
Other Liabilities
Other liabilities at December 31, 2020 and 2019 consisted of the following:
(In thousands)20202019
SPC dividends payable$68,865 $55,763 
Unpaid shareholder dividends2,694 16,676 
All other110,480 100,817 
Total other liabilities$182,039 $173,256 
SPC dividends payable represents the undistributed equity contractually payable to the external cell participants of SPCs operated by ProAssurance's Cayman Islands subsidiaries, Inova Re and Eastern Re.
Unpaid dividends represent common stock dividends declared by ProAssurance's Board that had not yet been paid. Unpaid dividends at December 31, 2019 included a special dividend declared in the fourth quarter of 2018 that was paid in January 2020.
Treasury Shares
Treasury shares are reported at cost and are reflected on the Consolidated Balance Sheets as an unallocated reduction of total equity.
Share-Based Payments
Compensation cost for share-based payments is measured based on the grant-date fair value of the award, recognized over the period in which the employee is required to provide service in exchange for the award. Excess tax benefits (tax deductions realized in excess of the compensation costs recognized for the exercise of the awards, multiplied by the incremental tax rate) are reported as operating cash inflows.
Subsequent Events
ProAssurance evaluates events that occurred subsequent to December 31, 2020 for recognition or disclosure in its Consolidated Financial Statements.
Accounting Changes Adopted
Improvements to Financial Instruments - Credit Losses (ASU 2016-13)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that replaces the incurred loss impairment methodology, which delays recognition of credit losses until a probable loss has been incurred, with a methodology that reflects expected credit losses and requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. Included in the scope of this guidance are the Company's available-for-sale fixed maturity securities and its financial assets held at amortized cost. Under the new guidance, credit losses are required to be recorded through an allowance for expected credit losses account and the income statement will

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reflect the initial recognition of lifetime expected credit losses for any newly recognized financial assets as well as increases or decreases of expected credit losses that have taken place during the period. Credit losses on available-for-sale fixed maturity securities are required to be presented as an allowance, rather than as a write-down of the asset, limited to the amount by which the fair value is below amortized cost. ProAssurance adopted this guidance beginning January 1, 2020 using a modified retrospective application for the portion of the new guidance that relates to its premiums and reinsurance receivables and a prospective application for the portion of the new guidance that relates to its available-for-sale fixed maturity securities. ProAssurance recorded a cumulative-effect adjustment of $4.1 million, net of related tax impacts, to beginning retained earnings as of January 1, 2020 to increase its consolidated allowance for expected credit losses related to its premiums receivable. ProAssurance determined that estimated expected credit losses associated with the Company's other financial assets held at amortized cost included in the scope of this new guidance was nominal as of January 1, 2020. Adoption of this guidance had no material effect on ProAssurance's results of operations, financial position or cash flows.
Simplifying the Test for Goodwill Impairment (ASU 2017-04)
Effective for the fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that simplifies the requirements to test goodwill for impairment for business entities that have goodwill reported in their financial statements. The guidance eliminates the second step of the impairment test which measures a goodwill impairment loss by comparing the implied fair value of a reporting unit's goodwill with the carrying amount or the reporting unit, with the impairment loss not to exceed the carrying amount of goodwill. This new guidance is expected to reduce the complexity and cost of future tests of goodwill for impairment. In addition, the guidance also eliminates the requirements for any reporting unit with a zero or negative carrying amount to perform a qualitative assessment. ProAssurance adopted the guidance beginning January 1, 2020.
Adoption of this guidance did not have a significant impact on the Company's interim quantitative goodwill impairment tests for the Workers' Compensation Insurance or Specialty P&C reporting units performed during the second quarter of 2020 or on the interim quantitative goodwill impairment tests for the Workers' Compensation Insurance or Segregated Portfolio Cell Reinsurance reporting units performed during the third quarter of 2020 as the fair value of each of these reporting units exceeded their carrying amounts (see previous discussion of these interim impairment assessments). Adoption of this guidance simplified the Company's interim quantitative goodwill impairment test for the Specialty P&C reporting unit during the third quarter of 2020 as the Company measured the impairment loss on this reporting unit by the amount that the carrying amount of the reporting unit exceeded its fair value, with the impairment charge not to exceed the carrying amount of goodwill.
Changes to the Disclosure Requirements for Fair Value Measurement (ASU 2018-13)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that eliminates, modifies and adds certain disclosure requirements related to fair value measurements. The new guidance eliminates the requirements to disclose the transfers between Level 1 and Level 2 of the fair value hierarchy, the policy for the timing of transfers between levels of the fair value hierarchy and the valuation process for Level 3 fair value measurements while it modifies existing disclosure requirements related to measurement uncertainty and the requirement to disclose the timing of liquidation of an investee's assets for investments in certain entities that calculate NAV. The new guidance also adds requirements to disclose changes in unrealized gains and losses included in OCI for recurring Level 3 fair value measurements as well as the range and weighted average used to develop significant unobservable inputs for Level 3 fair value measurements. An entity is permitted to early adopt any eliminated or modified disclosure requirements and delay adoption of the additional disclosure requirements until the guidance is effective. During the third quarter of 2018, ProAssurance elected to early adopt the provisions that eliminate and modify certain disclosure requirements within Note 2 on a retrospective basis, and adopted the additional disclosure requirements beginning January 1, 2020. Adoption of this guidance had no material effect on ProAssurance’s results of operations, financial position or cash flows as it affected disclosures only.
Intangibles - Goodwill and Other-Internal-Use Software (ASU 2018-15)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB amended the new standard regarding accounting for implementation costs in cloud computing arrangements. The amended guidance substantially aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. ProAssurance adopted the guidance beginning January 1, 2020, and adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Targeted Improvements to Related Party Guidance for VIEs (ASU 2018-17)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB amended guidance which improves the consistency of the application of the VIE guidance for common control arrangements. The amended guidance requires an entity to consider indirect interests held through related parties under common control on a

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proportional basis rather than as the equivalent of a direct interest in its entirety when determining whether a decision-making fee is a variable interest. ProAssurance adopted the guidance beginning January 1, 2020. ProAssurance does not have any material indirect interests held through related parties under common control; therefore, adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Collaborative Arrangements (ASU 2018-18)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued new guidance which clarifies how to assess whether certain transactions between participants in a collaborative arrangement should be accounted for under the revenue from contracts with customers accounting standard when the counterpart is a customer. In addition, the guidance precludes an entity from presenting consideration from a transaction in a collaborative arrangement as revenue from contracts with customers if the counterparty is not a customer for that transaction. ProAssurance adopted the guidance beginning January 1, 2020, and adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Reference Rate Reform (ASU 2020-04)
The FASB issued guidance intended to assist stakeholders during the market-wide reference rate transition period and is effective for a limited period between March 12, 2020 and December 31, 2022. The guidance provides optional expedients and exceptions for applying GAAP to contracts, hedging relationships and other transactions that reference LIBOR or another reference rate that is expected to be discontinued because of reference rate reform. ProAssurance has exposure to LIBOR-based financial instruments through its variable rate Mortgage Loans and Revolving Credit Agreement; however, these agreements include provisions for an alternative benchmark rate if LIBOR ceases to exist, which do not materially change the liability exposure. Additionally, ProAssurance has exposure to LIBOR in its available-for-sale fixed maturities portfolio which represented approximately 6% of total investments, or $191 million as of December 31, 2020; 34% of these investments with exposure to LIBOR were issued since 2019 and include provisions for an alternative benchmark rate. Optional expedients for contract modifications include a prospective adjustment that does not require contract remeasurement or reassessment of a previous accounting determination; therefore, the modified contract is accounted for as a continuation of the existing contract. ProAssurance adopted the guidance beginning March 12, 2020, and adoption had no material effect on ProAssurance's results of operations, financial position or cash flows.
Simplifying the Accounting for Income Taxes (ASU 2019-12)
Effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, the FASB issued new guidance which is intended to simplify various aspects related to accounting for income taxes. In addition, it removes certain exceptions to the general principles in the income tax guidance in the codification and also clarifies and amends existing guidance to improve consistent application. ProAssurance elected to early adopt this guidance using a prospective application during the second quarter of 2020. The most impactful provision of the new guidance on the Company is the removal of the limitation on the tax benefit recognized on pre-tax losses during interim periods in which the year-to-date loss exceeds the expected loss for the fiscal year.
Accounting Changes Not Yet Adopted
Clarifying the Interactions between Investments - Equity Securities, Investments - Equity Method and Joint Ventures, and Derivatives and Hedging (ASU 2020-01)
Effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, the FASB amended guidance that clarifies the accounting for the transition into and out of the equity method and measuring certain purchased options and forward contracts to acquire investments. ProAssurance plans to adopt the guidance beginning January 1, 2021, and adoption is not expected to have a material effect on ProAssurance's results of operations, financial position or cash flows.

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December 31, 2020
2. Fair Value Measurement
Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. A three level hierarchy has been established for valuing assets and liabilities based on how transparent (observable) the inputs are that are used to determine fair value, with the inputs considered most observable categorized as Level 1 and those that are the least observable categorized as Level 3. Hierarchy levels are defined as follows:
Level 1:quoted (unadjusted) market prices in active markets for identical assets and liabilities. For ProAssurance, Level 1 inputs are generally quotes for securities actively traded in exchange or over-the-counter markets.
Level 2:market data obtained from sources independent of the reporting entity (observable inputs). For ProAssurance, Level 2 inputs generally include quoted prices in markets that are not active, quoted prices for similar assets or liabilities, and results from pricing models that use observable inputs such as interest rates and yield curves that are generally available at commonly quoted intervals.
Level 3:the reporting entity’s own assumptions about market participant assumptions based on the best information available in the circumstances (non-observable inputs). For ProAssurance, Level 3 inputs are used in situations where little or no Level 1 or 2 inputs are available or are inappropriate given the particular circumstances. Level 3 inputs include results from pricing models for which some or all of the inputs are not observable, discounted cash flow methodologies, single non-binding broker quotes and adjustments to externally quoted prices that are based on management judgment or estimation.
Fair values of assets measured at fair value on a recurring basis as of December 31, 2020 and December 31, 2019 are shown in the following tables. Where applicable, the tables also indicate the fair value hierarchy of the valuation techniques utilized to determine those fair values. For some assets, the inputs used to measure fair value may fall into different levels of the fair value hierarchy. When this is the case, the asset is categorized based on the level of the most significant input to the fair value measurement. Assessments of the significance of a particular input to the fair value measurement require judgment and consideration of factors specific to the assets being valued.

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December 31, 2020
Fair Value Measurements UsingTotal
(In thousands)Level 1Level 2Level 3Fair Value
Assets:
Fixed maturities, available-for-sale
U.S. Treasury obligations$0 $107,059 $0 $107,059 
U.S. Government-sponsored enterprise obligations0 12,261 0 12,261 
State and municipal bonds0 332,920 0 332,920 
Corporate debt, multiple observable inputs0 1,326,077 0 1,326,077 
Corporate debt, limited observable inputs0 0 3,265 3,265 
Residential mortgage-backed securities0 274,509 2,032 276,541 
Agency commercial mortgage-backed securities0 13,310 0 13,310 
Other commercial mortgage-backed securities0 113,092 0 113,092 
Other asset-backed securities0 266,345 6,661 273,006 
Fixed maturities, trading0 48,456 0 48,456 
Equity investments
Financial13,810 0 0 13,810 
Utilities/Energy564 0 0 564 
Consumer oriented1,262 0 0 1,262 
Industrial2,240 0 0 2,240 
Bond funds69,475 0 0 69,475 
All other20,202 0 0 20,202 
Short-term investments307,695 30,118 0 337,813 
Other investments1,509 42,607 0 44,116 
Other assets0 329 0 329 
Total assets categorized within the fair value hierarchy$416,757 $2,567,083 $11,958 2,995,798 
Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:
Equity investments12,548 
Investment in unconsolidated subsidiaries233,711 
Total assets at fair value$3,242,057 



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December 31, 2019
Fair Value Measurements UsingTotal
(In thousands)Level 1Level 2Level 3Fair Value
Assets:
Fixed maturities, available-for-sale
U.S. Treasury obligations$$110,467 $$110,467 
U.S. Government-sponsored enterprise obligations17,340 17,340 
State and municipal bonds296,093 296,093 
Corporate debt, multiple observable inputs1,335,285 1,335,285 
Corporate debt, limited observable inputs5,079 5,079 
Residential mortgage-backed securities208,408 208,408 
Agency commercial mortgage-backed securities8,221 8,221 
Other commercial mortgage-backed securities71,868 71,868 
Other asset-backed securities233,032 2,992 236,024 
Fixed maturities, trading47,284 47,284 
Equity investments
Financial40,294 40,294 
Utilities/Energy21,195 21,195 
Consumer oriented29,288 29,288 
Industrial26,440 26,440 
Bond funds58,346 58,346 
All other52,512 52,512 
Short-term investments317,313 22,594 339,907 
Other investments219 32,713 3,086 36,018 
Other assets760 760 
Total assets categorized within the fair value hierarchy$545,607 $2,384,065 $11,157 2,940,829 
Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:
Equity investments22,477 
Investment in unconsolidated subsidiaries270,524 
Total assets at fair value$3,233,830 
The fair values for securities included in the Level 2 category, with the few exceptions described below, were developed by one of several third party, nationally recognized pricing services, including services that price only certain types of securities. Each service uses complex methodologies to determine values for securities and subject the values they develop to quality control reviews. Management selected a primary source for each type of security in the portfolio and reviewed the values provided for reasonableness by comparing data to alternate pricing services and to available market and trade data. Values that appeared inconsistent were further reviewed for appropriateness. Any value that did not appear reasonable was discussed with the service that provided the value and adjusted, if necessary. There were no material changes to the values supplied by the pricing services during the years ended December 31, 2020 and 2019.

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Level 2 Valuations
Below is a summary description of the valuation methodologies primarily used by the pricing services for securities in the Level 2 category, by security type:
U.S. Treasury obligations were valued based on quoted prices for identical assets, or, in markets that are not active, quotes for similar assets, taking into consideration adjustments for variations in contractual cash flows and yields to maturity.
U.S. Government-sponsored enterprise obligations were valued using pricing models that consider current and historical market data, normal trading conventions, credit ratings and the particular structure and characteristics of the security being valued, such as yield to maturity, redemption options, and contractual cash flows. Adjustments to model inputs or model results were included in the valuation process when necessary to reflect recent regulatory, government or corporate actions or significant economic, industry or geographic events affecting the security’s fair value.
State and municipal bonds were valued using a series of matrices that considered credit ratings, the structure of the security, the sector in which the security falls, yields and contractual cash flows. Valuations were further adjusted, when necessary, to reflect the expected effect on fair value of recent significant economic or geographic events or ratings changes.
Corporate debt, multiple observable inputs consisted primarily of corporate bonds, but also included a small number of bank loans. The methodology used to value Level 2 corporate bonds was the same as the methodology previously described for U.S. Government-sponsored enterprise obligations. Bank loans were valued based on an average of broker quotes for the loans in question, if available. If quotes were not available, the loans were valued based on quoted prices for comparable loans or, if the loan was newly issued, by comparison to similar seasoned issues. Broker quotes were compared to actual trade prices to permit assessment of the reliability of the quotes; unreliable quotes were not considered in quoted averages.
Residential and commercial mortgage-backed securities were valued using a pricing matrix which considers the issuer type, coupon rate and longest cash flows outstanding. The matrix used was based on the most recently available market information. Agency and non-agency collateralized mortgage obligations were both valued using models that consider the structure of the security, current and historical information regarding prepayment speeds, ratings and ratings updates, and current and historical interest rate and interest rate spread data.
Other asset-backed securities were valued using models that consider the structure of the security, monthly payment information, current and historical information regarding prepayment speeds, ratings and ratings updates, and current and historical interest rate and interest rate spread data. Spreads and prepayment speeds consider collateral type.
Fixed maturities, trading, are held by the Lloyd's Syndicates segment and include U.S. Treasury obligations, corporate debt with multiple observable inputs and other asset-backed securities. These securities were valued using the respective valuation methodologies discussed above for each security type.
Short-term investments were securities maturing within one year, carried at fair value which approximated the cost of the securities due to their short-term nature.
Other investments consisted primarily of convertible bonds valued using a pricing model that incorporated selected dealer quotes as well as current market data regarding equity prices and risk free rates. If dealer quotes were unavailable for the security being valued, quotes for securities with similar terms and credit status were used in the pricing model. Dealer quotes selected for use were those considered most accurate based on parameters such as underwriter status and historical reliability.
Other assets consisted of an interest rate cap derivative instrument valued using a model which considers the volatilities from other instruments with similar maturities, strike prices, durations and forward yield curves. Under the terms of the interest rate cap agreement, ProAssurance paid a premium of $2 million for the right to receive cash payments based upon a notional amount of $35 million if and when the three-month LIBOR rises above 2.35%. The Company's variable-rate Mortgage Loans bear an interest rate of three-month LIBOR plus 1.325%.
Level 3 Valuations
Below is a summary description of the valuation methodologies used as well as quantitative information regarding securities in the Level 3 category, by security type:
Level 3 Valuation Methodologies
Corporate debt, limited observable inputs consisted of corporate bonds valued using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Similar securities are defined as securities of comparable credit quality that have like terms and payment features. Assessments of credit quality were based on NRSRO ratings, if available, or were determined by management if not available. At December 31, 2020, 100% of the securities were

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rated and the average rating was BB+. At December 31, 2019, 66% of the securities were rated and the average rating was BBB-.
Residential mortgage-backed and other asset-backed securities consisted of securitizations of receivables valued using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Similar securities are defined as securities of comparable credit quality that have like terms and payment features. Assessments of credit quality were based on NRSRO ratings, if available, or were subjectively determined by management if not available. At December 31, 2020, 51% of the securities were rated and the average rating was AA-. At December 31, 2019, 100% of the securities were rated and the average rating was AA.
Other investments consisted of convertible securities for which limited observable inputs were available at December 31, 2019. The securities were valued internally based on expected cash flows, including the expected final recovery, discounted at a yield that considered the lack of liquidity and the financial status of the issuer.
Quantitative Information Regarding Level 3 Valuations
Fair Value at
($ in thousands)December 31, 2020December 31, 2019Valuation TechniqueUnobservable InputRange
(Weighted Average)
Assets:
Corporate debt, limited observable inputs$3,265$5,079Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Residential mortgage-backed securities$2,032$0Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Other asset-backed securities$6,661$2,992Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Other investments$0$3,086Discounted Cash FlowsComparability Adjustment0% - 10% (5%)
The significant unobservable inputs used in the fair value measurement of the above listed securities were the valuations of comparable securities with similar issuers, credit quality and maturity. Changes in the availability of comparable securities could result in changes in the fair value measurements.

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Investment in Unconsolidated Subsidiaries
ProAssurance holdsEquity investments, primarily investments in LPs/LLCs, where ProAssurance is deemed to have influence because it holds a greater than a minor interest are accounted for using the equity method. Under the equity method, the recorded basis of the investment is adjusted each period for the investor’s pro rata share of the investee’s income or loss. Investments in unconsolidated subsidiaries include tax credit partnerships accounted for using the equity method, whereby ProAssurance’s proportionate share of income or loss is included in equity in earnings (loss) of unconsolidated subsidiaries. Tax credits received from the partnerships are recognized in the period received in the Consolidated Statement of Income and Comprehensive Income as either a reduction to current tax expense or as a component of deferred tax expense if they cannot be utilized in the period received.

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Business Owned Life Insurance
ProAssurance owns life insurance contracts on certain management employees. The life insurance contracts are carried at their current cash surrender value. Changes in the cash surrender value are included in income in the current period as investment income. Death proceeds from the contracts are recorded when the proceeds become payable under the policy terms.
Realized Gains and Losses
Realized investment gains and losses are recognized on the first-in, first-out basis for GAAP purposes and on the specific identification basis for tax purposes.
Impairments
ProAssurance evaluates its available-for-sale investment securities, which at December 31, 2020 and 2019 consisted entirely of fixed maturity securities, on at least a quarterly basis for the purpose of determining whether declines in fair value below recorded cost basis represent a credit loss. The Company considers a credit loss to have occurred:
if there is intent to sell the security;
if it is more likely than not that the security will be required to be sold before full recovery of its amortized cost basis; or
if the entire amortized basis of the security is not expected to be recovered.
The assessment of whether the amortized cost basis of a security is expected to be recovered requires the Company to make assumptions regarding various matters affecting future cash flows. The choice of assumptions is subjective and requires the use of judgment. Actual credit losses experienced in future periods may differ from the Company’s estimates of those credit losses. Methodologies used to estimate the present value of expected cash flows are:
The estimate of expected cash flows is determined by projecting a recovery value and a recovery time frame and assessing whether further principal and interest will be received. ProAssurance considers various factors in projecting recovery values and recovery time frames, including the following:
third-party research and credit rating reports;
the current credit standing of the issuer, including credit rating downgrades, whether before or after the balance sheet date;
the extent to which the decline in fair value is attributable to credit risk specifically associated with the security or its issuer;
internal assessments and the assessments of external portfolio managers regarding specific circumstances surrounding an investment, which indicate the investment is more or less likely to recover its amortized cost than other investments with a similar structure;
for asset-backed securities, the origination date of the underlying loans, the remaining average life, the probability that credit performance of the underlying loans will deteriorate in the future and ProAssurance's assessment of the quality of the collateral underlying the loan;
failure of the issuer of the security to make scheduled interest or principal payments;
any changes to the rating of the security by a rating agency;
recoveries or additional declines in fair value subsequent to the balance sheet date;
adverse legal or regulatory events;
significant deterioration in the market environment that may affect the value of collateral (e.g. decline in real estate prices);
significant deterioration in economic conditions; and
disruption in the business model resulting from changes in technology or new entrants to the industry.
If deemed appropriate and necessary, a discounted cash flow analysis is performed to confirm whether a credit loss exists and, if so, the amount of the credit loss. ProAssurance uses the single best estimate approach for available-for-sale debt securities and considers all reasonably available data points, including industry analyses, credit ratings, expected defaults and the remaining payment terms of the debt security. For fixed rate available-for-sale debt securities, cash flows are discounted at the security's effective interest rate implicit in the security at the date of acquisition. If the available-for-sale debt security’s contractual interest rate varies based on subsequent changes in an independent factor, such as an index or rate, for example, the prime rate, the LIBOR, or the U.S. Treasury bill weekly average, that security’s effective interest rate is calculated based on the factor as it changes over the life of the security.
If ProAssurance intends to sell a debt security or believes it will more likely than not be required to sell a debt security before the amortized cost basis is recovered, any existing allowance will be written off against the security's amortized cost

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December 31, 2020
basis, with any remaining difference between the debt security's amortized cost basis and fair value recognized as an impairment loss in earnings.
Exclusive of securities where there is an intent to sell or where it is not more likely than not that the security will be required to be sold before recovery of its amortized cost basis, impairment for debt securities is separated into a credit component and a non-credit component. The credit component of an impairment is the difference between the security’s amortized cost basis and the present value of its expected future cash flows, while the non-credit component is the remaining difference between the security’s fair value and the present value of expected future cash flows. An allowance for expected credit losses will be recorded for the expected credit losses through income and the non-credit component is recognized in OCI. The amount of impairment recognized is limited to the excess of the amortized cost over the fair value of the available-for-sale debt security.
Derivatives
ProAssurance records derivative instruments at fair value in the Consolidated Balance Sheets. ProAssurance accounts for the changes in fair value of derivatives depending on whether the derivative is designated as a hedging instrument and if so, the type of hedging relationship. For derivative instruments not designated as hedging instruments, ProAssurance recognizes the change in fair value of the derivative in earnings during the period of change. As of December 31, 2020, ProAssurance has not designated any derivative instruments as hedging instruments and does not use derivative instruments for trading purposes.
Foreign Currency
The functional currency of all ProAssurance foreign subsidiaries is the U.S. dollar. In recording foreign currency transactions, revenue and expense items are converted to U.S. dollars at the exchange rate prevailing at the transaction date. Monetary assets and liabilities originating in currencies other than the U.S. dollar are remeasured to U.S. dollars at the rates of exchange in effect as of the balance sheet date. The resulting foreign currency gains or losses are recognized in the Consolidated Statements of Income and Comprehensive Income as a component of other income. Monetary assets and liabilities include investments, cash and cash equivalents, accrued expenses and other liabilities. In addition, monetary assets and liabilities include certain premiums receivable and reserve for losses and LAE as a result of reinsurance transactions conducted with foreign cedants denominated in their local functional currencies.
Cash and Cash Equivalents
For purposes of the Consolidated Balance Sheets and Consolidated Statements of Cash Flows, ProAssurance considers all demand deposits and overnight investments to be cash equivalents.
Income Taxes/Deferred Taxes
ProAssurance files a consolidated federal income tax return. Tax-related interest and penalties are recognized as components of tax expense.
ProAssurance evaluates tax positions taken on tax returns and recognizes positions in the financial statements when it is more likely than not that the position will be sustained upon resolution with a taxing authority. If recognized, the benefit is measured as the largest amount of benefit that has a greater than fifty percent probability of being realized. Uncertain tax positions are reviewed each period by considering changes in facts and circumstances, such as changes in tax law, interactions with taxing authorities and developments in case law, and adjustments would be made if considered necessary. Adjustments to unrecognized tax benefits may affect income tax expense, and the settlement of uncertain tax positions may require the use of cash. Other than differences related to timing, no significant adjustments were considered necessary during the years ended December 31, 2020 or 2019.
Deferred federal income taxes arise from the recognition of temporary differences between the basis of assets and liabilities determined for financial reporting purposes and the basis determined for income tax purposes. ProAssurance’s temporary differences principally relate to loss reserves, unearned and advanced premiums, DPAC, compensation related items, tax credit carryforwards, unrealized investment gains (losses) and basis differentials in fixed assets, intangible assets and operating leases and investments. Deferred tax assets and liabilities are measured using the enacted tax rates expected to be in effect when such benefits are realized. ProAssurance reviews its deferred tax assets quarterly for impairment. If management determines that it is more likely than not that some or all of a deferred tax asset will not be realized, a valuation allowance is recorded to reduce the carrying value of the asset. In assessing the need for a valuation allowance, management is required to make certain judgments and assumptions about the future operations of ProAssurance based on historical experience and

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information as of the measurement period regarding reversal of existing temporary differences, carryback capacity, future taxable income of the appropriate character, including its capital and operating characteristics, and tax planning strategies.
A valuation allowance has been established against the full value of the deferred tax asset related to the NOL carryforwards for the U.K. operations and against a portion of the deferred tax asset related to the U.S. state NOL carryforwards. Management concluded that it was more likely than not that these deferred tax assets will not be realized. ProAssurance has also established a valuation allowance against the deferred tax assets of certain SPCs at its wholly owned Cayman Islands reinsurance subsidiary, Inova Re, as these SPCs are in a cumulative pre-tax loss position, and management concluded that a valuation allowance was required based upon the weight of this negative evidence. See further discussion in Note 5.
Leases
ProAssurance is involved in a number of leases, primarily for office facilities. The Company determines if an arrangement is a lease at the inception date of the contract and classifies all leases as either financing or operating. Operating leases are included in operating lease ROU assets and operating lease liabilities on the Consolidated Balance Sheet. The ROU asset represents the right to use the underlying asset for the lease term. As of December 31, 2020, ProAssurance has 0 leases that are classified as financing leases.
Operating ROU assets and operating lease liabilities are initially recognized as of the lease commencement date based on the present value of the remaining lease payments, discounted over the term of the lease using a discount rate determined based on information available as of the commencement date. As the majority of ProAssurance's lessors do not provide an implicit discount rate, the Company uses its collateralized incremental borrowing rate in determining the present value of remaining lease payments. Due to the adoption of ASU 2016-02, the Company used its collateralized incremental borrowing rate as of January 1, 2019 for operating leases that commenced prior to that date. Subsequent to the initial recognition, the operating ROU asset and operating lease liability are amortized and accreted, respectively, over the lease term in a manner that results in a straight-line operating lease expense. Operating lease expense is included as a component of operating expense on the Consolidated Statements of Income and Comprehensive Income for the year ended December 31, 2020 and 2019. Leases with an initial term of twelve months or less are considered short-term and are not recorded on the Consolidated Balance Sheet; lease expense for these leases is also recognized on a straight-line basis over the lease term. Additionally, for leases entered into or reassessed after the adoption of ASU 2016-02 on January 1, 2019, ProAssurance accounts for lease and non-lease components of a contract as a single lease component.
Operating lease ROU assets are evaluated for impairment at the asset group level whenever events or changes in circumstances indicate that the carrying amount of the asset group may not be recoverable. The carrying amount of an asset group, which includes the operating lease ROU asset and the related operating lease liability, is not recoverable if the carrying amount exceeds the sum of the undiscounted cash flows expected to result from the use of the asset group over the life of the primary asset in the asset group. That assessment is based on the carrying amount of the asset group, including the operating lease ROU asset and the related operating lease liability, at the date it is tested for recoverability and an impairment loss is measured and recognized as the amount by which the carrying amount of the asset group exceeds its fair value. Any impairment loss is allocated to each asset in the asset group, including the operating ROU asset.
When a lease of an office facility is to be abandoned and will not be subleased, the Company first evaluates whether or not the operating lease ROU asset’s inclusion in an existing asset group continues to be appropriate and if the commitment to abandon the lease constitutes a change in circumstances requiring the operating lease ROU asset, or the larger asset group, to be tested for impairment. If an impairment test is required, it is performed in the same manner as discussed above. Any remaining carrying value of the operating lease ROU asset is amortized from the date the Company commits to a plan to abandon the lease to the expected date that the Company will cease to use the leased property. Leases to be abandoned in which the Company has the intent or practical ability to sublease continue to be accounted for under a held and use model, with no change to the amortization period of the operating lease ROU asset, and are evaluated for impairment as a separate asset group at the date the sublease is executed.

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Notes to Consolidated Financial Statements
December 31, 2020
Real Estate
Real Estate balances are reported at cost or, for properties acquired in business combinations, estimated fair value on the date of acquisition, less accumulated depreciation. Real estate principally consists of properties in use as corporate offices. Depreciation is computed over the estimated useful lives of the related property using the straight-line method. Excess office capacity is leased or made available for lease; rental income is included in other income, and real estate expenses are included in operating expense.
Real estate accumulated depreciation was approximately $26.5 million and $25.7 million at December 31, 2020 and 2019, respectively. Real estate depreciation expense was $0.9 million, $1.0 million and $1.2 million for the years ended December 31, 2020, 2019 and 2018, respectively.
Goodwill/Intangibles
Intangible Assets
Intangible assets with definite lives are amortized over the estimated useful life of the asset. Amortizable intangible assets primarily consist of policyholder relationships, renewal rights and trade names. Intangible assets with an indefinite life, primarily state licenses, are not amortized. Indefinite lived intangible assets are evaluated for impairment on an annual basis or upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the intangible asset may be impaired. Amortizable intangible assets and other long-lived assets are tested for impairment at the asset group level upon the occurrence of certain triggering events or substantive changes in circumstances that indicate the carrying amount of the asset group may not be recoverable. An impairment loss is recognized when estimated undiscounted future cash flows expected to result from the use of the asset group are less than the carrying amounts of the related asset group. Impairment losses are measured as the amount by which the carrying amount of the asset groups exceed their fair values. The Company's asset groups generally correspond to the same level at which goodwill is tested for impairment. The following table provides additional information regarding ProAssurance's intangible assets.
Gross Carrying ValueAccumulated AmortizationAmortization Expense
December 31December 31Year Ended December 31
(In millions)2020201920202019202020192018
Intangible Assets
Non-amortizable$25.8 $25.8 
Amortizable98.8 97.7 $58.9 $52.7 $6.2 $6.1 $6.2 
Total Intangible Assets$124.6 $123.5 
Aggregate amortization expense for intangible assets is estimated to be $6.2 million for each of the years ended December 31, 2021, 2022 and 2023, $5.9 million for the year ended December 31, 2024 and $5.6 million for the year ended December 31, 2025.
Goodwill
Goodwill is tested for impairment annually or more frequently if circumstances indicate an impairment may have occurred. The date of the Company's annual goodwill impairment testing is October 1.
Impairment of goodwill is tested at the reporting unit level, which is consistent with the Company's reportable segments identified in Note 16 of the Notes to Consolidated Financial Statements.
During the third quarter of 2020, the Company recorded a goodwill impairment charge of $161.1 million, and the facts and circumstances that led to this impairment and how the fair value of each reporting unit was estimated, including the significant assumptions used and other details are outlined in the following section.
Interim Impairment Assessments
As disclosed in the Company's June 30, 2020 report on Form 10-Q, COVID-19 has caused significant market volatility impacting its actual and projected results along with a decline in the Company's stock price; and the Company performed a quantitative assessment on the Specialty P&C and Workers' Compensation Insurance reporting units. As a result of the interim goodwill impairment assessment in the second quarter of 2020, management concluded that the fair value of each of the Specialty P&C and Workers' Compensation Insurance reporting units were greater than their carrying value as of the testing date; therefore, goodwill was not impaired and no further impairment testing was required at that time.

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Notes to Consolidated Financial Statements
December 31, 2020
As the impacts persisted into the third quarter, management performed new quantitative assessments of goodwill on the Company's Specialty P&C and Workers' Compensation Insurance reporting units using updated marketplace data. The updated data, which was significantly influenced by the Company's continued depressed stock price relative to both the Company's book value and the comparable stock prices of its peers, impacted a number of key variables in the Company's analysis including the determination of a higher discount rate and lower valuation multiples. In addition, new guidance given by the Federal Reserve during the period regarding the expectation of a prolonged low interest rate environment impacted the Company's analysis. This analysis during the third quarter of 2020 indicated an impairment of the goodwill associated with the Company's Specialty P&C reporting unit and accordingly the Company recorded a $161.1 million charge to goodwill during the third quarter of 2020.
For each of the interim impairment assessments performed in the second and third quarters of 2020, management estimated the fair value of the reporting units using both an income approach and a market approach using marketplace data that was current at the time of each respective analysis. The estimate of fair value derived from the income approach was based on the present value of expected future cash flows, including terminal value, utilizing a market-based weighted average cost of capital determined separately for each reporting unit. The estimate of fair value derived from the market approach was based on price to book multiple data. The determination of fair value involved the use of significant estimates and assumptions, including revenue growth rates, operating margins, capital requirements, tax rates, terminal growth rates, discount rates, comparable public companies and synergistic benefits available to market participants. In addition, management made certain judgments and assumptions in allocating shared assets and liabilities to individual reporting units to determine the carrying amount of each reporting unit.
Management also performed impairment tests of certain of the Company's definite and indefinite lived intangible assets for which a triggering event was deemed to have occurred, as discussed above. Based upon these impairment tests, no impairment of ProAssurance's definite or indefinite lived intangible assets was identified at September 30, 2020.
Annual Impairment Assessment
Subsequent to performing the aforementioned interim impairment assessments, the Company performed its annual goodwill impairment assessment as of October 1, 2020.
When testing goodwill for impairment on the Company's annual test date, it has the option to first assess qualitative factors to determine whether the existence of events or circumstances leads to a determination that it is more likely than not that the estimated fair value of a reporting unit is less than its carrying amount. If the Company elects to perform a qualitative assessment and determine that an impairment is more likely than not, the Company is then required to perform a quantitative impairment test; otherwise, no further analysis is required. The Company also may elect not to perform the qualitative assessment and, instead, proceed directly to the quantitative impairment test.
Performance of the qualitative goodwill impairment assessment requires judgment in identifying and considering the significance of relevant key factors, events, and circumstances that affect the fair values of the Company's reporting units. This requires consideration and assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as the Company's actual and planned financial performance. The Company also gives consideration to the difference between each reporting unit's fair value and carrying value as of the most recent date that a fair value measurement was performed. If the results of the qualitative assessment conclude that it is not more likely than not that the fair value of a reporting unit exceeds its carrying value, additional quantitative impairment testing is performed.
The quantitative goodwill impairment test involves comparing the fair value of a reporting unit with its carrying value including goodwill. If the fair value of a reporting unit exceeds its carrying value, the reporting unit's goodwill is considered not to be impaired. However, if the carrying value of a reporting unit exceeds its fair value, an impairment loss is recorded in an amount equal to that excess. Any impairment charge recognized is limited to the amount of the respective reporting unit's allocated goodwill.
Determining the fair value of a reporting unit under the quantitative goodwill impairment test requires judgment and often involves the use of significant estimates and assumptions, including an assessment of external factors such as macroeconomic, industry, and market conditions, as well as entity-specific factors, such as actual and planned financial performance. These estimates and assumptions could have a significant impact on whether or not an impairment charge is recognized and the magnitude of any such charge. To assist management in the process of determining any potential goodwill impairment, the Company may review and consider appraisals from accredited independent valuation firms. Estimates of fair value are primarily determined using discounted cash flows and market comparisons. These approaches involve significant estimates and assumptions, including projected future cash flows (including timing), discount rates reflecting the risks inherent in those future cash flows, perpetual growth rates, and selection of appropriate market comparable metrics and transactions.
As of the most recent goodwill impairment test performed on October 1, 2020, the Company elected to perform a qualitative goodwill impairment test for its Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance

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Notes to Consolidated Financial Statements
December 31, 2020
reporting units. These reporting units have historically had an excess of fair value over book value and based on current operations are expected to continue to do so; therefore, the Company's annual impairment test for these reporting units was performed qualitatively. In applying the qualitative approach, management considered macroeconomic factors, industry and market conditions, cost factors that could have a negative impact on the reporting units, actual financial performance of the reporting units versus expectations and management's future business expectations. As a result of the qualitative assessments, management concluded that it was not more likely than not that the fair value of each of the Company's two reporting units that have net goodwill was less than the carrying value of each reporting unit as of the testing date; therefore, no further impairment testing was required. NaN goodwill impairment was recorded during the years ended December 31, 2019 or 2018.
Given the evolving, uncertain nature of the COVID-19 pandemic, the estimates and assumptions used by management in these impairment tests have inherent uncertainties, and different assumptions could lead to materially different results including impairment charges in the future. Management expects to continue to monitor developments and perform updated analyses as necessary. See Note 6 of the Notes to Consolidated Financial Statements for additional information about the Company's goodwill.
Other Liabilities
Other liabilities at December 31, 2020 and 2019 consisted of the following:
(In thousands)20202019
SPC dividends payable$68,865 $55,763 
Unpaid shareholder dividends2,694 16,676 
All other110,480 100,817 
Total other liabilities$182,039 $173,256 
SPC dividends payable represents the undistributed equity contractually payable to the external cell participants of SPCs operated by ProAssurance's Cayman Islands subsidiaries, Inova Re and Eastern Re.
Unpaid dividends represent common stock dividends declared by ProAssurance's Board that had not yet been paid. Unpaid dividends at December 31, 2019 included a special dividend declared in the fourth quarter of 2018 that was paid in January 2020.
Treasury Shares
Treasury shares are reported at cost and are reflected on the Consolidated Balance Sheets as an unallocated reduction of total equity.
Share-Based Payments
Compensation cost for share-based payments is measured based on the grant-date fair value of the award, recognized over the period in which the employee is required to provide service in exchange for the award. Excess tax benefits (tax deductions realized in excess of the compensation costs recognized for the exercise of the awards, multiplied by the incremental tax rate) are reported as operating cash inflows.
Subsequent Events
ProAssurance evaluates events that occurred subsequent to December 31, 2020 for recognition or disclosure in its Consolidated Financial Statements.
Accounting Changes Adopted
Improvements to Financial Instruments - Credit Losses (ASU 2016-13)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that replaces the incurred loss impairment methodology, which delays recognition of credit losses until a probable loss has been incurred, with a methodology that reflects expected credit losses and requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. Included in the scope of this guidance are the Company's available-for-sale fixed maturity securities and its financial assets held at amortized cost. Under the new guidance, credit losses are required to be recorded through an allowance for expected credit losses account and the income statement will

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Notes to Consolidated Financial Statements
December 31, 2020
reflect the initial recognition of lifetime expected credit losses for any newly recognized financial assets as well as increases or decreases of expected credit losses that have taken place during the period. Credit losses on available-for-sale fixed maturity securities are required to be presented as an allowance, rather than as a write-down of the asset, limited to the amount by which the fair value is below amortized cost. ProAssurance adopted this guidance beginning January 1, 2020 using a modified retrospective application for the portion of the new guidance that relates to its premiums and reinsurance receivables and a prospective application for the portion of the new guidance that relates to its available-for-sale fixed maturity securities. ProAssurance recorded a cumulative-effect adjustment of $4.1 million, net of related tax impacts, to beginning retained earnings as of January 1, 2020 to increase its consolidated allowance for expected credit losses related to its premiums receivable. ProAssurance determined that estimated expected credit losses associated with the Company's other financial assets held at amortized cost included in the scope of this new guidance was nominal as of January 1, 2020. Adoption of this guidance had no material effect on ProAssurance's results of operations, financial position or cash flows.
Simplifying the Test for Goodwill Impairment (ASU 2017-04)
Effective for the fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that simplifies the requirements to test goodwill for impairment for business entities that have goodwill reported in their financial statements. The guidance eliminates the second step of the impairment test which measures a goodwill impairment loss by comparing the implied fair value of a reporting unit's goodwill with the carrying amount or the reporting unit, with the impairment loss not to exceed the carrying amount of goodwill. This new guidance is expected to reduce the complexity and cost of future tests of goodwill for impairment. In addition, the guidance also eliminates the requirements for any reporting unit with a zero or negative carrying amount to perform a qualitative assessment. ProAssurance adopted the guidance beginning January 1, 2020.
Adoption of this guidance did not have a significant impact on the Company's interim quantitative goodwill impairment tests for the Workers' Compensation Insurance or Specialty P&C reporting units performed during the second quarter of 2020 or on the interim quantitative goodwill impairment tests for the Workers' Compensation Insurance or Segregated Portfolio Cell Reinsurance reporting units performed during the third quarter of 2020 as the fair value of each of these reporting units exceeded their carrying amounts (see previous discussion of these interim impairment assessments). Adoption of this guidance simplified the Company's interim quantitative goodwill impairment test for the Specialty P&C reporting unit during the third quarter of 2020 as the Company measured the impairment loss on this reporting unit by the amount that the carrying amount of the reporting unit exceeded its fair value, with the impairment charge not to exceed the carrying amount of goodwill.
Changes to the Disclosure Requirements for Fair Value Measurement (ASU 2018-13)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued guidance that eliminates, modifies and adds certain disclosure requirements related to fair value measurements. The new guidance eliminates the requirements to disclose the transfers between Level 1 and Level 2 of the fair value hierarchy, the policy for the timing of transfers between levels of the fair value hierarchy and the valuation process for Level 3 fair value measurements while it modifies existing disclosure requirements related to measurement uncertainty and the requirement to disclose the timing of liquidation of an investee's assets for investments in certain entities that calculate NAV. The new guidance also adds requirements to disclose changes in unrealized gains and losses included in OCI for recurring Level 3 fair value measurements as well as the range and weighted average used to develop significant unobservable inputs for Level 3 fair value measurements. An entity is permitted to early adopt any eliminated or modified disclosure requirements and delay adoption of the additional disclosure requirements until the guidance is effective. During the third quarter of 2018, ProAssurance elected to early adopt the provisions that eliminate and modify certain disclosure requirements within Note 2 on a retrospective basis, and adopted the additional disclosure requirements beginning January 1, 2020. Adoption of this guidance had no material effect on ProAssurance’s results of operations, financial position or cash flows as it affected disclosures only.
Intangibles - Goodwill and Other-Internal-Use Software (ASU 2018-15)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB amended the new standard regarding accounting for implementation costs in cloud computing arrangements. The amended guidance substantially aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. ProAssurance adopted the guidance beginning January 1, 2020, and adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Targeted Improvements to Related Party Guidance for VIEs (ASU 2018-17)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB amended guidance which improves the consistency of the application of the VIE guidance for common control arrangements. The amended guidance requires an entity to consider indirect interests held through related parties under common control on a

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December 31, 2020
proportional basis rather than as the equivalent of a direct interest in its entirety when determining whether a decision-making fee is a variable interest. ProAssurance adopted the guidance beginning January 1, 2020. ProAssurance does not have any material indirect interests held through related parties under common control; therefore, adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Collaborative Arrangements (ASU 2018-18)
Effective for fiscal years beginning after December 15, 2019 and interim periods within those fiscal years, the FASB issued new guidance which clarifies how to assess whether certain transactions between participants in a collaborative arrangement should be accounted for under the revenue from contracts with customers accounting standard when the counterpart is a customer. In addition, the guidance precludes an entity from presenting consideration from a transaction in a collaborative arrangement as revenue from contracts with customers if the counterparty is not a customer for that transaction. ProAssurance adopted the guidance beginning January 1, 2020, and adoption had no material effect on ProAssurance’s results of operations, financial position or cash flows.
Reference Rate Reform (ASU 2020-04)
The FASB issued guidance intended to assist stakeholders during the market-wide reference rate transition period and is effective for a limited period between March 12, 2020 and December 31, 2022. The guidance provides optional expedients and exceptions for applying GAAP to contracts, hedging relationships and other transactions that reference LIBOR or another reference rate that is expected to be discontinued because of reference rate reform. ProAssurance has exposure to LIBOR-based financial instruments through its variable rate Mortgage Loans and Revolving Credit Agreement; however, these agreements include provisions for an alternative benchmark rate if LIBOR ceases to exist, which do not materially change the liability exposure. Additionally, ProAssurance has exposure to LIBOR in its available-for-sale fixed maturities portfolio which represented approximately 6% of total investments, or $191 million as of December 31, 2020; 34% of these investments with exposure to LIBOR were issued since 2019 and include provisions for an alternative benchmark rate. Optional expedients for contract modifications include a prospective adjustment that does not require contract remeasurement or reassessment of a previous accounting determination; therefore, the modified contract is accounted for as a continuation of the existing contract. ProAssurance adopted the guidance beginning March 12, 2020, and adoption had no material effect on ProAssurance's results of operations, financial position or cash flows.
Simplifying the Accounting for Income Taxes (ASU 2019-12)
Effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, the FASB issued new guidance which is intended to simplify various aspects related to accounting for income taxes. In addition, it removes certain exceptions to the general principles in the income tax guidance in the codification and also clarifies and amends existing guidance to improve consistent application. ProAssurance elected to early adopt this guidance using a prospective application during the second quarter of 2020. The most impactful provision of the new guidance on the Company is the removal of the limitation on the tax benefit recognized on pre-tax losses during interim periods in which the year-to-date loss exceeds the expected loss for the fiscal year.
Accounting Changes Not Yet Adopted
Clarifying the Interactions between Investments - Equity Securities, Investments - Equity Method and Joint Ventures, and Derivatives and Hedging (ASU 2020-01)
Effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, the FASB amended guidance that clarifies the accounting for the transition into and out of the equity method. method and measuring certain purchased options and forward contracts to acquire investments. ProAssurance plans to adopt the guidance beginning January 1, 2021, and adoption is not expected to have a material effect on ProAssurance's results of operations, financial position or cash flows.

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Notes to Consolidated Financial Statements
December 31, 2020
2. Fair Value Measurement
Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. A three level hierarchy has been established for valuing assets and liabilities based on how transparent (observable) the inputs are that are used to determine fair value, with the inputs considered most observable categorized as Level 1 and those that are the least observable categorized as Level 3. Hierarchy levels are defined as follows:
Level 1:quoted (unadjusted) market prices in active markets for identical assets and liabilities. For ProAssurance, Level 1 inputs are generally quotes for securities actively traded in exchange or over-the-counter markets.
Level 2:market data obtained from sources independent of the reporting entity (observable inputs). For ProAssurance, Level 2 inputs generally include quoted prices in markets that are not active, quoted prices for similar assets or liabilities, and results from pricing models that use observable inputs such as interest rates and yield curves that are generally available at commonly quoted intervals.
Level 3:the reporting entity’s own assumptions about market participant assumptions based on the best information available in the circumstances (non-observable inputs). For ProAssurance, Level 3 inputs are used in situations where little or no Level 1 or 2 inputs are available or are inappropriate given the particular circumstances. Level 3 inputs include results from pricing models for which some or all of the inputs are not observable, discounted cash flow methodologies, single non-binding broker quotes and adjustments to externally quoted prices that are based on management judgment or estimation.
Fair values of assets measured at fair value on a recurring basis as of December 31, 2020 and December 31, 2019 are shown in the following tables. Where applicable, the tables also indicate the fair value hierarchy of the valuation techniques utilized to determine those fair values. For some assets, the inputs used to measure fair value may fall into different levels of the fair value hierarchy. When this is the case, the asset is categorized based on the level of the most significant input to the fair value measurement. Assessments of the significance of a particular input to the fair value measurement require judgment and consideration of factors specific to the assets being valued.

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Notes to Consolidated Financial Statements
December 31, 2020
December 31, 2020
Fair Value Measurements UsingTotal
(In thousands)Level 1Level 2Level 3Fair Value
Assets:
Fixed maturities, available-for-sale
U.S. Treasury obligations$0 $107,059 $0 $107,059 
U.S. Government-sponsored enterprise obligations0 12,261 0 12,261 
State and municipal bonds0 332,920 0 332,920 
Corporate debt, multiple observable inputs0 1,326,077 0 1,326,077 
Corporate debt, limited observable inputs0 0 3,265 3,265 
Residential mortgage-backed securities0 274,509 2,032 276,541 
Agency commercial mortgage-backed securities0 13,310 0 13,310 
Other commercial mortgage-backed securities0 113,092 0 113,092 
Other asset-backed securities0 266,345 6,661 273,006 
Fixed maturities, trading0 48,456 0 48,456 
Equity investments
Financial13,810 0 0 13,810 
Utilities/Energy564 0 0 564 
Consumer oriented1,262 0 0 1,262 
Industrial2,240 0 0 2,240 
Bond funds69,475 0 0 69,475 
All other20,202 0 0 20,202 
Short-term investments307,695 30,118 0 337,813 
Other investments1,509 42,607 0 44,116 
Other assets0 329 0 329 
Total assets categorized within the fair value hierarchy$416,757 $2,567,083 $11,958 2,995,798 
Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:
Equity investments12,548 
Investment in unconsolidated subsidiaries233,711 
Total assets at fair value$3,242,057 



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Notes to Consolidated Financial Statements
December 31, 2020
December 31, 2019
Fair Value Measurements UsingTotal
(In thousands)Level 1Level 2Level 3Fair Value
Assets:
Fixed maturities, available-for-sale
U.S. Treasury obligations$$110,467 $$110,467 
U.S. Government-sponsored enterprise obligations17,340 17,340 
State and municipal bonds296,093 296,093 
Corporate debt, multiple observable inputs1,335,285 1,335,285 
Corporate debt, limited observable inputs5,079 5,079 
Residential mortgage-backed securities208,408 208,408 
Agency commercial mortgage-backed securities8,221 8,221 
Other commercial mortgage-backed securities71,868 71,868 
Other asset-backed securities233,032 2,992 236,024 
Fixed maturities, trading47,284 47,284 
Equity investments
Financial40,294 40,294 
Utilities/Energy21,195 21,195 
Consumer oriented29,288 29,288 
Industrial26,440 26,440 
Bond funds58,346 58,346 
All other52,512 52,512 
Short-term investments317,313 22,594 339,907 
Other investments219 32,713 3,086 36,018 
Other assets760 760 
Total assets categorized within the fair value hierarchy$545,607 $2,384,065 $11,157 2,940,829 
Assets carried at NAV, which approximates fair value and which are not categorized within the fair value hierarchy, reported as a part of:
Equity investments22,477 
Investment in unconsolidated subsidiaries270,524 
Total assets at fair value$3,233,830 
The fair values for securities included in the Level 2 category, with the few exceptions described below, were developed by one of several third party, nationally recognized pricing services, including services that price only certain types of securities. Each service uses complex methodologies to determine values for securities and subject the values they develop to quality control reviews. Management selected a primary source for each type of security in the portfolio and reviewed the values provided for reasonableness by comparing data to alternate pricing services and to available market and trade data. Values that appeared inconsistent were further reviewed for appropriateness. Any value that did not appear reasonable was discussed with the service that provided the value and adjusted, if necessary. There were no material changes to the values supplied by the pricing services during the years ended December 31, 2020 and 2019.

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December 31, 2020
Level 2 Valuations
Below is a summary description of the valuation methodologies primarily used by the pricing services for securities in the Level 2 category, by security type:
U.S. Treasury obligations were valued based on quoted prices for identical assets, or, in markets that are not active, quotes for similar assets, taking into consideration adjustments for variations in contractual cash flows and yields to maturity.
U.S. Government-sponsored enterprise obligations were valued using pricing models that consider current and historical market data, normal trading conventions, credit ratings and the particular structure and characteristics of the security being valued, such as yield to maturity, redemption options, and contractual cash flows. Adjustments to model inputs or model results were included in the valuation process when necessary to reflect recent regulatory, government or corporate actions or significant economic, industry or geographic events affecting the security’s fair value.
State and municipal bonds were valued using a series of matrices that considered credit ratings, the structure of the security, the sector in which the security falls, yields and contractual cash flows. Valuations were further adjusted, when necessary, to reflect the expected effect on fair value of recent significant economic or geographic events or ratings changes.
Corporate debt, multiple observable inputs consisted primarily of corporate bonds, but also included a small number of bank loans. The methodology used to value Level 2 corporate bonds was the same as the methodology previously described for U.S. Government-sponsored enterprise obligations. Bank loans were valued based on an average of broker quotes for the loans in question, if available. If quotes were not available, the loans were valued based on quoted prices for comparable loans or, if the loan was newly issued, by comparison to similar seasoned issues. Broker quotes were compared to actual trade prices to permit assessment of the reliability of the quotes; unreliable quotes were not considered in quoted averages.
Residential and commercial mortgage-backed securities were valued using a pricing matrix which considers the issuer type, coupon rate and longest cash flows outstanding. The matrix used was based on the most recently available market information. Agency and non-agency collateralized mortgage obligations were both valued using models that consider the structure of the security, current and historical information regarding prepayment speeds, ratings and ratings updates, and current and historical interest rate and interest rate spread data.
Other asset-backed securities were valued using models that consider the structure of the security, monthly payment information, current and historical information regarding prepayment speeds, ratings and ratings updates, and current and historical interest rate and interest rate spread data. Spreads and prepayment speeds consider collateral type.
Fixed maturities, trading, are held by the Lloyd's Syndicates segment and include U.S. Treasury obligations, corporate debt with multiple observable inputs and other asset-backed securities. These securities were valued using the respective valuation methodologies discussed above for each security type.
Short-term investments were securities maturing within one year, carried at fair value which approximated the cost of the securities due to their short-term nature.
Other investments consisted primarily of convertible bonds valued using a pricing model that incorporated selected dealer quotes as well as current market data regarding equity prices and risk free rates. If dealer quotes were unavailable for the security being valued, quotes for securities with similar terms and credit status were used in the pricing model. Dealer quotes selected for use were those considered most accurate based on parameters such as underwriter status and historical reliability.
Other assets consisted of an interest rate cap derivative instrument valued using a model which considers the volatilities from other instruments with similar maturities, strike prices, durations and forward yield curves. Under the terms of the interest rate cap agreement, ProAssurance paid a premium of $2 million for the right to receive cash payments based upon a notional amount of $35 million if and when the three-month LIBOR rises above 2.35%. The Company's variable-rate Mortgage Loans bear an interest rate of three-month LIBOR plus 1.325%.
Level 3 Valuations
Below is a summary description of the valuation methodologies used as well as quantitative information regarding securities in the Level 3 category, by security type:
Level 3 Valuation Methodologies
Corporate debt, limited observable inputs consisted of corporate bonds valued using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Similar securities are defined as securities of comparable credit quality that have like terms and payment features. Assessments of credit quality were based on NRSRO ratings, if available, or were determined by management if not available. At December 31, 2020, 100% of the securities were

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December 31, 2020
rated and the average rating was BB+. At December 31, 2019, 66% of the securities were rated and the average rating was BBB-.
Residential mortgage-backed and other asset-backed securities consisted of securitizations of receivables valued using dealer quotes for similar securities or discounted cash flow models using yields currently available for similar securities. Similar securities are defined as securities of comparable credit quality that have like terms and payment features. Assessments of credit quality were based on NRSRO ratings, if available, or were subjectively determined by management if not available. At December 31, 2020, 51% of the securities were rated and the average rating was AA-. At December 31, 2019, 100% of the securities were rated and the average rating was AA.
Other investments consisted of convertible securities for which limited observable inputs were available at December 31, 2019. The securities were valued internally based on expected cash flows, including the expected final recovery, discounted at a yield that considered the lack of liquidity and the financial status of the issuer.
Quantitative Information Regarding Level 3 Valuations
Fair Value at
($ in thousands)December 31, 2020December 31, 2019Valuation TechniqueUnobservable InputRange
(Weighted Average)
Assets:
Corporate debt, limited observable inputs$3,265$5,079Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Residential mortgage-backed securities$2,032$0Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Other asset-backed securities$6,661$2,992Market Comparable
Securities
Comparability Adjustment0% - 5% (2.5%)
Discounted Cash FlowsComparability Adjustment0% - 5% (2.5%)
Other investments$0$3,086Discounted Cash FlowsComparability Adjustment0% - 10% (5%)
The significant unobservable inputs used in the fair value measurement of the above listed securities were the valuations of comparable securities with similar issuers, credit quality and maturity. Changes in the availability of comparable securities could result in changes in the fair value measurements.

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December 31, 2020
Fair Value Measurements - Level 3 Assets
The following tables (the Level 3 Tables) present summary information regarding changes in the fair value of assets measured at fair value using Level 3 inputs.
 December 31, 2020
 Level 3 Fair Value Measurements – Assets
(In thousands)Corporate DebtAsset-backed SecuritiesOther InvestmentsTotal
Balance December 31, 2019$5,079 $2,992 $3,086 $11,157 
Total gains (losses) realized and unrealized:
Included in earnings, as a part of:
Net investment income(2)(18)0 (20)
Net realized investment gains (losses)0 (8)151 143 
Included in other comprehensive income216 109 0 325 
Purchases2,869 20,490 0 23,359 
Sales(2,178)(4,346)0 (6,524)
Transfers in945 605 0 1,550 
Transfers out(3,664)(11,131)(3,237)(18,032)
Balance December 31, 2020$3,265 $8,693 $0 $11,958 
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end$0 $0 $151 $151 
 December 31, 2019
 Level 3 Fair Value Measurements – Assets
(In thousands)Corporate DebtAsset-backed SecuritiesOther InvestmentsTotal
Balance December 31, 2018$4,322 $3,850 $$8,175 
Total gains (losses) realized and unrealized:
Included in earnings, as a part of:
Net investment income(204)(202)
Net realized investment gains (losses)151 151 
Included in other comprehensive income37 202 239 
Purchases3,575 3,091 6,666 
Sales(3,702)(494)(172)(4,368)
Transfers in3,095 2,216 418 5,729 
Transfers out(2,250)(2,578)(405)(5,233)
Balance December 31, 2019$5,079 $2,992 $3,086 $11,157 
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end$$$164 $164 
Transfers
Transfers shown in the preceding Level 3 tables were as of the end of the period in which the transfer occurred. All transfers were to or from Level 2.
All transfers in and out of Level 3 during 2020 and 2019 related to securities held for which the level of market activity for identical or nearly identical securities varies from period to period. The securities were valued using multiple observable inputs when those inputs were available; otherwise the securities were valued using limited observable inputs.

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Notes to Consolidated Financial Statements
December 31, 2020
Fair Values Not Categorized
At December 31, 2020 and 2019, certain LPs/LLCs and investment funds measure fund assets at fair value on a recurring basis and provide a NAV for ProAssurance's interest. The carrying value of these interests is based on the NAV provided and was considered to approximate the fair value of the interests. For investment in unconsolidated subsidiaries, ProAssurance recognizes any changes in the NAV of its interests in equity in earnings (loss) of unconsolidated subsidiaries during the period of change. In accordance with GAAP, the fair value of these investments was not classified within the fair value hierarchy. The amount of ProAssurance's unfunded commitments related to these investments as of December 31, 2020 and fair values of these investments as of December 31, 2020 and 2019 were as follows:
 Unfunded
Commitments
Fair Value
(In thousands)December 31, 2020December 31, 2020December 31, 2019
Equity investments:
Mortgage fund (1)
NaN$12,548 $22,477 
Investment in unconsolidated subsidiaries:
Private debt funds (2)
$12,39516,387 19,011 
Long equity fund (3)
NaN0 5,293 
Long/short equity funds (4)
NaN596 30,542 
Non-public equity funds (5)
$44,252138,357 120,343 
Multi-strategy fund of funds (6)
NaN0 1,951 
Credit funds (7)
$1,93734,848 42,415 
Long/short commodities fund (8)
NaN0 14,519 
Strategy focused funds (9)
$38,10343,523 36,450 
233,711 270,524 
Total investments carried at NAV$246,259 $293,001 
Below is additional information regarding each of the investments listed in the table above as of December 31, 2020.
(1)This investment fund is focused on the structured mortgage market. The fund primarily invests in U.S. Agency mortgage-backed securities. Redemptions are allowed at the end of any calendar quarter with a prior notice requirement of 65 days and are paid within 45 days at the end of the redemption dealing day.
(2)This investment is comprised of interests in 2 unrelated LP funds that are structured to provide interest distributions primarily through diversified portfolios of private debt instruments. NaN LP allows redemption by special consent, while the other does not permit redemption. Income and capital are to be periodically distributed at the discretion of the LPs over an anticipated time frame that spans from three to eight years.
(3)This fund is a LP that holds long equities of public international companies and was fully redeemed during the second quarter of 2020.
(4)This investment holds primarily long and short North American equities and targets absolute returns using strategies designed to take advantage of market opportunities. Redemptions are permitted; however, redemptions above specified thresholds (lowest threshold is 90%) may be only partially payable until after a fund audit is completed and are then payable within 30 days.
(5)This investment is comprised of interests in multiple unrelated LP funds, each structured to provide capital appreciation through diversified investments in private equity, which can include investments in buyout, venture capital, debt including senior, second lien and mezzanine, distressed debt, collateralized loan obligations and other private equity-oriented LPs. Two of the LPs allow redemption by terms set forth in the LP agreements; the others do not permit redemption. Income and capital are to be periodically distributed at the discretion of the LP over time frames that are anticipated to span up to ten years.
(6)This fund is a LLC structured to build and manage low volatility, multi-manager portfolios that have little or no correlation to the broader fixed income and equity security markets. Redemptions are not permitted but offers to repurchase units of the LLC may be extended periodically. This fund was fully redeemed during the fourth quarter of 2020.

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December 31, 2020
(7)This investment is comprised of 4 unrelated LP funds. Two funds seek to obtain superior risk-adjusted absolute returns through a diversified portfolio of debt securities, including bonds, loans and other asset-backed instruments. A third fund focuses on private middle market company mezzanine loans, while the remaining fund seeks event driven opportunities across the corporate credit spectrum. Two funds are allowed redemptions at any quarter-end with a prior notice requirement of 90 days;one fund permits redemption at any quarter-end with a prior notice requirement of 180 days and one fund does not allow redemptions. For the fund that does not allow redemptions, income and capital are to be periodically distributed at the discretion of the LP over time frames that are anticipated to span up to twelve years.
(8)This fund is a LLC invested across a broad range of commodities and focuses primarily on market neutral, relative value strategies, seeking to generate absolute returns with low correlation to broad commodity, equity and fixed income markets. This fund was fully redeemed during the second quarter of 2020.
(9)This investment is comprised of multiple unrelated LPs/LLCs funds. One fund is a LLC focused on investing in North American consumer products companies, comprised of equity and equity-related securities, as well as debt instruments. A second fund is focused on aircraft investments, along with components and assets related to aircrafts. For both funds, redemptions are not permitted. Another fund is a LP focused on North American energy infrastructure assets that allows redemption with consent of the General Partner. The remaining funds are real estate focused LPs, one of which allows for redemption with prior notice.
ProAssurance may not sell, transfer or assign its interest in any of the above LPs/LLCs without special consent from the LPs/LLCs.
Nonrecurring Fair Value Measurement
During the third quarter of 2020, ProAssurance recognized a nonrecurring fair value measurement related to the goodwill in its Specialty P&C reporting unit with a carrying value of $161.1 million prior to the fair value measurement. This nonrecurring fair value measurement resulted in the goodwill being written down to its implied fair value of zero resulting in an impairment of the goodwill of $161.1 million. The inputs used in the fair value measurement were non-observable and, as such, were categorized as a Level 3 valuation. ProAssurance did not have any other assets or liabilities that were measured at fair value on a nonrecurring basis at December 31, 2020 or 2019.
Financial Instruments - Methodologies Other Than Fair Value
The following table provides the estimated fair value of the Company's financial instruments that, in accordance with GAAP for the type of investment, are measured using a methodology other than fair value. Fair values provided primarily fall within the Level 3 fair value category.
 December 31, 2020December 31, 2019
(In thousands)Carrying
Value
Fair
Value
Carrying
Value
Fair
Value
Financial assets:
BOLI$67,847 $67,847 $66,112 $66,112 
Other investments$2,952 $2,952 $2,931 $2,931 
Other assets$31,128 $31,141 $28,645 $28,650 
Financial liabilities:
Senior notes due 2023*$250,000 $269,160 $250,000 $273,865 
Mortgage Loans*$36,113 $36,113 $37,617 $37,617 
Other liabilities$30,334 $30,334 $27,953 $27,953 
* Carrying value excludes unamortized debt issuance costs.
The fair value of the BOLI was equal to the cash surrender value associated with the policies on the valuation date.
Other investments listed in the table above include FHLB common stock carried at cost and an annuity investment carried at amortized cost. Two of ProAssurance's insurance subsidiaries are members of an FHLB. The estimated fair value of the FHLB common stock was based on the amount the subsidiaries would receive if their memberships were canceled, as the memberships cannot be sold. The fair value of the annuity represents the present value of the expected future cash flows discounted using a rate available in active markets for similarly structured instruments.

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December 31, 2020
Other assets and other liabilities primarily consisted of related investment assets and liabilities associated with funded deferred compensation agreements. The fair value of the funded deferred compensation assets was based upon quoted market prices, which is categorized as a Level 1 valuation, and had a fair value of $30.6 million and $26.9 million at December 31, 2020 and 2019, respectively. The deferred compensation liabilities are adjusted to match the fair value of the deferred compensation assets. Other assets also included an unsecured note receivable under a separate line of credit agreement. The fair value of the note receivable was based on the present value of expected cash flows from the note receivable, discounted at market rates on the valuation date for receivables with similar credit standings and similar payment structures.
The fair value of the debt was estimated based on the present value of expected future cash outflows, discounted at rates available on the valuation date for similar debt issued by entities with a similar credit standing to ProAssurance.

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December 31, 2020
3. Investments
Available-for-sale fixed maturities at December 31, 2020 and December 31, 2019 included the following:
December 31, 2020
(In thousands)Amortized
Cost
Allowance for Expected Credit LossesGross Unrealized GainsGross Unrealized LossesEstimated Fair Value
Fixed maturities, available-for-sale
U.S. Treasury obligations$104,097 $0 $2,985 $23 $107,059 
U.S. Government-sponsored enterprise obligations12,103 0 158 0 12,261 
State and municipal bonds316,022 0 16,937 39 332,920 
Corporate debt1,267,992 552 63,204 1,302 1,329,342 
Residential mortgage-backed securities269,752 0 7,171 382 276,541 
Agency commercial mortgage-backed securities12,623 0 687 0 13,310 
Other commercial mortgage-backed securities109,244 0 4,788 940 113,092 
Other asset-backed securities269,742 0 4,006 742 273,006 
$2,361,575 $552 $99,936 $3,428 $2,457,531 
 December 31, 2019
(In thousands)Amortized
Cost
Gross Unrealized GainsGross Unrealized LossesEstimated Fair Value
Fixed maturities, available-for-sale
U.S. Treasury obligations$109,060 $1,533 $126 $110,467 
U.S. Government-sponsored enterprise obligations17,215 125 17,340 
State and municipal bonds287,658 9,110 675 296,093 
Corporate debt1,308,889 33,050 1,575 1,340,364 
Residential mortgage-backed securities205,588 3,139 319 208,408 
Agency commercial mortgage-backed securities8,054 182 15 8,221 
Other commercial mortgage-backed securities70,621 1,468 221 71,868 
Other asset-backed securities234,219 1,958 153 236,024 
$2,241,304 $50,565 $3,084 $2,288,785 

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December 31, 2020
 December 31, 2017 Carrying Value
(In thousands)Percentage
Ownership
 December 31,
2017
 December 31,
2016
Equity method investments:      
Qualified affordable housing project tax credit partnershipsSee below $84,607
 $102,313
Other tax credit partnershipsSee below 6,118
 11,459
All other investments, primarily LPs/LLCsSee below 239,866
 227,134
    $330,591
 $340,906
The recorded cost basis and estimated fair value of available-for-sale fixed maturities at December 31, 2020, by contractual maturity, are shown below. Actual maturities may differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.
(In thousands)Amortized
Cost
Due in one
year or less
Due after
one year
through
five years
Due after
five years
through
ten years
Due after
ten years
Total Fair
Value
Fixed maturities, available-for-sale
U.S. Treasury obligations$104,097 $23,049 $73,580 $10,430 $0 $107,059 
U.S. Government-sponsored enterprise obligations12,103 0 9,093 3,014 154 12,261 
State and municipal bonds316,022 14,466 141,826 158,927 17,701 332,920 
Corporate debt1,267,992 143,719 700,708 425,711 59,204 1,329,342 
Residential mortgage-backed securities269,752 276,541 
Agency commercial mortgage-backed securities12,623 13,310 
Other commercial mortgage-backed securities109,244 113,092 
Other asset-backed securities269,742 273,006 
$2,361,575 $2,457,531 
Excluding obligations of the U.S. Government, U.S. Government-sponsored enterprises and a U.S. Government obligations money market fund, 0 investment in any entity or its affiliates exceeded 10% of shareholders’ equity at December 31, 2020.
Cash and securities with a carrying value of $42.3 million at December 31, 2020 were on deposit with various state insurance departments to meet regulatory requirements.
As a member of Lloyd's, ProAssurance is required to maintain capital at Lloyd's, referred to as FAL, to support underwriting by Syndicate 1729 and Syndicate 6131. At December 31, 2020, ProAssurance's FAL investments were comprised of available-for-sale fixed maturities with a fair value of $95.0 million and cash and cash equivalents of $11.2 million on deposit with Lloyd's in order to satisfy these FAL requirements. During the third quarter of 2020, ProAssurance received a return of approximately $32.3 million of cash and cash equivalents from its FAL balances given the Company's reduced participation in the results of Syndicate 1729 for the 2020 underwriting year to 29% from 61%.

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December 31, 2020
Investments Held in a Loss Position
The following tables provide summarized information with respect to investments held in an unrealized loss position at December 31, 2020 and December 31, 2019, including the length of time the investment had been held in a continuous unrealized loss position.
December 31, 2020
 TotalLess than 12 months12 months or longer
 FairUnrealizedFairUnrealizedFairUnrealized
(In thousands)ValueLossValueLossValueLoss
Fixed maturities, available-for-sale
U.S. Treasury obligations$14,390 $23 $14,390 $23 $0 $0 
State and municipal bonds6,416 39 6,416 39 0 0 
Corporate debt94,695 1,302 79,436 1,020 15,259 282 
Residential mortgage-backed securities34,928 382 34,509 381 419 1 
Other commercial mortgage-backed securities18,766 940 18,480 935 286 5 
Other asset-backed securities43,739 742 37,850 701 5,889 41 
$212,934 $3,428 $191,081 $3,099 $21,853 $329 

December 31, 2019
 TotalLess than 12 months12 months or longer
 FairUnrealizedFairUnrealizedFairUnrealized
(In thousands)ValueLossValueLossValueLoss
Fixed maturities, available-for-sale
U.S. Treasury obligations$25,959 $126 $15,305 $103 $10,654 $23 
State and municipal bonds36,565 675 35,621 674 944 
Corporate debt128,254 1,575 88,582 932 39,672 643 
Residential mortgage-backed securities59,291 319 28,048 63 31,243 256 
Agency commercial mortgage-backed securities459 15 158 301 15 
Other commercial mortgage-backed securities18,339 221 16,924 206 1,415 15 
Other asset-backed securities48,912 153 37,322 145 11,590 
$317,779 $3,084 $221,960 $2,123 $95,819 $961 
As of December 31, 2020, excluding U.S. Government or U.S. Government-sponsored enterprise obligations, there were 292 debt securities (11.1% of all available-for-sale fixed maturity securities held) in an unrealized loss position representing 229 issuers. The greatest and second greatest unrealized loss positions among those securities were approximately $0.4 million and $0.2 million, respectively. The securities were evaluated for impairment as of December 31, 2020.
As of December 31, 2019, excluding U.S. Government or U.S. Government-sponsored enterprise obligations, there were 263 debt securities (12.1% of all available-for-sale fixed maturity securities held) in an unrealized loss position representing 204 issuers. The greatest and second greatest unrealized loss positions among those securities were approximately $0.2 million and $0.1 million, respectively. The securities were evaluated for impairment as of December 31, 2019.
Each quarter, ProAssurance performs a detailed analysis for the purpose of assessing whether any of the securities it holds in an unrealized loss position has suffered an impairment due to credit or non-credit factors. A detailed discussion of the factors considered in the assessment is included in Note 1.
Fixed maturity securities held in an unrealized loss position at December 31, 2020, excluding asset-backed securities, have paid all scheduled contractual payments and are expected to continue doing so. Expected future cash flows of asset-backed securities, excluding those issued by GNMA, FNMA and FHLMC, held in an unrealized loss position were estimated as part of

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December 31, 2020
the December 31, 2020 impairment evaluation using the most recently available six-month historical performance data for the collateral (loans) underlying the security or, if historical data was not available, sector based assumptions, and equaled or exceeded the current amortized cost basis of the security.
The following tables present a roll forward of the allowance for expected credit losses on available-for-sale fixed maturities for the year ended December 31, 2020.
Year Ended December 31, 2020
(In thousands)Corporate DebtTotal
Balance December 31, 2019$0 $0 
Additional credit losses related to securities for which:
No allowance for credit losses has been previously recognized1,508 1,508 
Reductions related to:
Securities sold during the period(956)(956)
Balance December 31, 2020$552 $552 
Other information regarding sales and purchases of fixed maturity available-for-sale securities is as follows:
Year Ended December 31
(In millions)202020192018
Proceeds from sales (exclusive of maturities and paydowns)$354.4 $177.1 $599.6 
Purchases$917.0 $695.6 $780.7 
Equity Investments
ProAssurance's equity investments are carried at fair value with changes in fair value recognized in income as a component of net realized investment gains (losses) during the period of change. Equity investments on the Consolidated Balance Sheets as of December 31, 2020 and 2019 primarily included stocks, bond funds and investment funds.
Short-term Investments
ProAssurance's short-term investments, which have a maturity at purchase of one year or less, are primarily comprised of investments in U.S. treasury obligations, commercial paper and money market funds. Short-term investments are carried at fair value which approximates the cost of the securities due to their short-term nature.
BOLI
ProAssurance holds BOLI policies that are carried at the current cash surrender value of the policies (original cost $33 million). All insured individuals were members of ProAssurance management at the time the policies were acquired. The primary purpose of the program is to offset future employee benefit expenses through earnings on the cash value of the policies. ProAssurance is the owner and beneficiary of these policies.
Net Investment Income
Net investment income by investment category was as follows:
Year Ended December 31
(In thousands)202020192018
Fixed maturities$69,308 $72,593 $69,515 
Equities4,369 17,650 21,418 
Short-term investments, including Other2,683 7,493 5,649 
BOLI2,023 2,017 1,983 
Investment fees and expenses(6,385)(6,484)(6,681)
Net investment income$71,998 $93,269 $91,884 

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December 31, 2020

Investment in Unconsolidated Subsidiaries
ProAssurance's investment in unconsolidated subsidiaries were as follows:
 December 31, 2020Carrying Value
(In thousands)Percentage
Ownership
December 31,
2020
December 31,
2019
Qualified affordable housing project tax credit partnershipsSee below$27,719 $46,421 
Other tax credit partnershipsSee below0 2,085 
All other investments, primarily investment fund LPs/LLCsSee below282,810 310,314 
$310,529 $358,820 
Qualified affordable housing project tax credit partnership interests held by ProAssurance generate investment returns by providing tax benefits to fund investors in the form of tax credits and project operating losses. The carrying value of these investments reflects ProAssurance's total commitments (both funded and unfunded) to the partnerships, less any amortization. ProAssurance's ownership percentage relative to two2 of the tax credit partnership interests is almost 100%; these interests had a carrying value of $32.5$9.4 million and $17.2 million at December 31, 2017.2020 and 2019, respectively. ProAssurance's ownership percentage relative to the remaining tax credit partnership interests is less than 20%; these interests had a carrying value of $52.1$18.3 million and $29.2 million at December 31, 2017.2020 and 2019, respectively. Since ProAssurance has the ability to exert influence over the partnerships but does not control them, all are accounted for using the equity method. See further discussion of the entities in which ProAssurance holds passive interests in Note 13.14.
OtherProAssurance's other tax credit partnerships are comprised entirely ofpartnership is an investment in a historic tax credits. The historic tax credits generatecredit partnership that generates investment returns by providing benefits to fund investors in the form of tax credits, tax deductible project operating losses and positive cash flows. The carrying value of these investmentsthis investment reflects ProAssurance's total funded commitmentscommitment less any amortization. During the second quarter of 2020, this investment was fully amortized up to the total current funded commitment. ProAssurance's ownership percentage relative to the historic tax credit partnershipspartnership is almost 100%. Since ProAssurance has the ability to exert influence over the partnershipspartnership but does not control them, all areit, it is accounted for using the equity method. See further discussion of the entities in which ProAssurance holds passive interests in Note 13.14.
As discussed in additional detail in Note 2, ProAssurance holds interests in certaininvestment fund LPs/LLCs that are investment funds which measure fund assets at fair value on a recurring basis and the fund managers provide a NAV for the interest. The carrying value of these interests is based on the NAV provided, and is considered to approximate the fair value of the interests; such interests totaled $210.8 million at December 31, 2017 and $204.7 million at December 31, 2016. ProAssurance also holds interests in other equity method investments and LPs/LLCs which are not considered to be investment funds; such interests totaled $29.1 million at December 31, 2017 and $22.4 million at December 31, 2016.
funds. ProAssurance's ownership percentage relative to three4 of the LPs/LLCs is greater than 25%, which is expected to be reduced as the funds mature and other investors participate in the funds; these investments had a carrying value of $30.8$46.2 million at December 31, 20172020 and $18.5$41.0 million at December 31, 2016.2019. ProAssurance's ownership percentage relative to the remaining equity method investments and LPs/LLCs is less than 25%; these interests had a carrying value of $209.1$236.6 million at December 31, 20172020 and $208.6$269.3 million at December 31, 2016.2019. ProAssurance does not have the ability to exert control over any of these funds.
Other Investments

Other investments at December 31, 2017 and December 31, 2016 were comprised as follows:158
(In thousands)December 31,
2017
 December 31,
2016
Investments in LPs/LLCs, at cost$55,058
 $46,852
Convertible securities, at fair value32,171
 31,501
Investment funds, at fair value20,130
 
Other, principally FHLB capital stock, at cost or amortized cost3,488
 3,539
 $110,847
 $81,892


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December 31, 20172020

Investments in convertible securities are carried at fair value as permitted by the accounting guidance for hybrid financial instruments, with changes in fair value recognized in income as a component of net realized investment gains (losses) during the period of change.
Investment funds measure fund assets at fair value on a recurring basis and the fund managers provide a NAV for the interest. The carrying value of these interests is based on the NAV provided, and is considered to approximate the fair value of the interests, with changes in fair value recognized in income as a component of net realized investment gains (losses) during the period of change.
FHLB capital stock is not marketable but may be liquidated by terminating membership in the FHLB. The liquidation process can take up to five years.
Investments Held in a Loss Position
The following tables provide summarized information with respect to investments held in an unrealized loss position at December 31, 2017 and December 31, 2016, including the length of time the investment had been held in a continuous unrealized loss position.
 December 31, 2017
 Total Less than 12 months 12 months or longer
 Fair Unrealized Fair Unrealized Fair Unrealized
(In thousands)Value Loss Value Loss Value Loss
Fixed maturities, available for sale           
U.S. Treasury obligations$110,788
 $1,181
 $67,135
 $554
 $43,653
 $627
U.S. Government-sponsored enterprise obligations17,032
 206
 10,182
 64
 6,850
 142
State and municipal bonds23,122
 419
 15,168
 102
 7,954
 317
Corporate debt487,578
 5,707
 365,541
 2,730
 122,037
 2,977
Residential mortgage-backed securities109,659
 1,335
 64,121
 402
 45,538
 933
Agency commercial mortgage-backed securities4,423
 108
 2,458
 34
 1,965
 74
Other commercial mortgage-backed securities12,878
 134
 7,939
 82
 4,939
 52
Other asset-backed securities85,358
 466
 70,924
 346
 14,434
 120
 $850,838
 $9,556
 $603,468
 $4,314
 $247,370
 $5,242



157

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017


 December 31, 2016
 Total Less than 12 months 12 months or longer
 Fair Unrealized Fair Unrealized Fair Unrealized
(In thousands)Value Loss Value Loss Value Loss
Fixed maturities, available for sale           
U.S. Treasury obligations$79,833
 $911
 $79,833
 $911
 $
 $
U.S. Government-sponsored enterprise obligations11,746
 191
 11,746
 191
 
 
State and municipal bonds224,884
 6,952
 219,276
 6,444
 5,608
 508
Corporate debt469,632
 8,480
 424,721
 5,662
 44,911
 2,818
Residential mortgage-backed securities103,680
 2,046
 100,542
 1,982
 3,138
 64
Agency commercial mortgage-backed securities4,579
 143
 4,192
 114
 387
 29
Other commercial mortgage-backed securities9,822
 137
 9,179
 134
 643
 3
Other asset-backed securities44,343
 267
 39,079
 256
 5,264
 11
 $948,519
 $19,127
 $888,568
 $15,694
 $59,951
 $3,433
As of December 31, 2017, excluding U.S. Government or U.S. Government-sponsored enterprise obligations, there were 629 debt securities (26.5% of all available-for-sale fixed maturity securities held) in an unrealized loss position representing 375 issuers. The greatest and second greatest unrealized loss positions among those securities were approximately $0.4 million and $0.3 million, respectively. The securities were evaluated for OTTI as of December 31, 2017.
As of December 31, 2016, excluding U.S. Government or U.S. Government-sponsored enterprise obligations, there were 703 debt securities (27.2% of all available-for-sale fixed maturity securities held) in an unrealized loss position representing 456 issuers. The greatest and second greatest unrealized loss positions among those securities were each approximately $0.5 million. The securities were evaluated for OTTI as of December 31, 2016.
Each quarter, ProAssurance performs a detailed analysis for the purpose of assessing whether any of the securities it holds in an unrealized loss position have suffered an OTTI. A detailed discussion of the factors considered in the assessment is included in Note 1.
Fixed maturity securities held in an unrealized loss position at December 31, 2017, excluding asset-backed securities, have paid all scheduled contractual payments and are expected to continue doing so. Expected future cash flows of asset-backed securities, excluding those issued by GNMA, FNMA and FHLMC, held in an unrealized loss position were estimated as part of the December 31, 2017 OTTI evaluation using the most recently available six-month historical performance data for the collateral (loans) underlying the security or, if historical data was not available, sector based assumptions, and equaled or exceeded the current amortized cost basis of the security.
Net Investment Income
Net investment income by investment category was as follows:
 Year Ended December 31
(In thousands)2017 2016 2015
Fixed maturities$75,669
 $85,818
 $97,348
Equities17,198
 14,887
 13,317
Other investments, including Short-term7,793
 3,402
 2,049
BOLI1,979
 2,008
 2,053
Investment fees and expenses(6,977) (6,103) (6,107)
Net investment income$95,662
 $100,012
 $108,660


158

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

Equity in Earnings (Loss) of Unconsolidated Subsidiaries
Equity in earnings (loss) of unconsolidated subsidiaries included losses from qualified affordable housing project tax credit investmentspartnerships and a historic tax credit investments. The lossespartnership. Investment results recorded reflect ProAssurance's allocable portion of partnership operating losses. Losses from qualified affordable housing projectresults. Tax credits reduce income tax credit investments were $14.3 million, $20.0 million and $10.1 millionexpense in the period they are recognized. The results recorded and tax credits recognized related to theseProAssurance's tax credit partnership investments totaled $17.8 million, $18.5 million and $18.4 millionwere as follows:
Year Ended December 31
(In thousands)202020192018
Qualified affordable housing project tax credit partnerships
Losses recorded$18,684 $19,231 $18,889 
Tax credits recognized$17,465 $21,933 $18,474 
Historic tax credit partnership
Losses recorded$1,092 $1,672 $5,434 
Tax credits recognized$412 $$2,567 
Due to the expected NOL for the yearsyear ended December 31, 2017, 20162020 and 2015, respectively. Losses from historic tax credit investments were $6.4 million, $4.8 million and $0.2 million and tax credits recognized related to these investments totaled $5.3 million, $9.0 million and $4.0 millionrealized NOL for the yearsyear ended December 31, 2017, 20162019, the tax credits generated from tax credit partnership investments of $17.9 million and 2015, respectively. Tax credits recognized reduced income tax expense$18.2 million, respectively, were deferred and are expected to be utilized in the respective periods.future periods (see further discussion in Note 5).
Net Realized Investment Gains (Losses)
Realized investment gains and losses are recognized on the first-in, first-out basis. The following table provides detailed information regarding net realized investment gains (losses):
Year Ended December 31
(In thousands)202020192018
Total impairment losses:
Corporate debt$(1,745)$(978)$(490)
Portion of impairment losses recognized in other comprehensive income before taxes:
Corporate debt237 227 
Net impairment losses recognized in earnings(1,508)(751)(490)
Gross realized gains, available-for-sale fixed maturities13,855 3,786 5,942 
Gross realized (losses), available-for-sale fixed maturities(2,501)(538)(5,799)
Net realized gains (losses), trading fixed maturities288 74 (100)
Net realized gains (losses), equity investments13,192 20,577 12,230 
Net realized gains (losses), other investments3,883 1,626 1,340 
Change in unrealized holding gains (losses), trading fixed maturities501 705 (317)
Change in unrealized holding gains (losses), equity investments(16,287)30,674 (52,707)
Change in unrealized holding gains (losses), convertible securities, carried at fair value3,850 3,653 (3,849)
Other405 68 262 
Net realized investment gains (losses)$15,678 $59,874 $(43,488)
 Year Ended December 31
(In thousands)2017 2016 2015
Total OTTI losses:     
State and municipal bonds$(850) $(100) $
Corporate debt(419) (7,604) (11,781)
Investment in unconsolidated subsidiaries(11,931) 
 
Other investments
 (3,130) (8,136)
Portion of OTTI losses recognized in other comprehensive income before taxes:     
Corporate debt248
 1,068
 4,572
Net impairment losses recognized in earnings(12,952) (9,766) (15,345)
Gross realized gains, available-for-sale securities6,653
 12,451
 11,936
Gross realized (losses), available-for-sale securities(3,123) (7,038) (11,481)
Net realized gains (losses), Short-term investments(2) 18
 (1)
Net realized gains (losses), trading securities10,724
 6,632
 1,080
Net realized gains (losses), Other investments2,963
 1,115
 464
Change in unrealized holding gains (losses), trading securities11,243
 30,557
 (28,343)
Change in unrealized holding gains (losses), Other investments, carried at fair value896
 899
 (896)
Other7
 7
 947
Net realized investment gains (losses)$16,409
 $34,875
 $(41,639)
During 2017,For the year ended December 31, 2020, ProAssurance recognized OTTI$1.5 million of credit-related impairment losses in earnings and a nominal amount of non-credit impairment losses in OCI. The credit-related impairment losses recognized in 2020 primarily related to corporate bonds in the energy and consumer sectors. Additionally, 2020 included credit-related impairment losses related to four corporate bonds in various sectors, which were sold during 2020. The non-credit impairment losses recognized during 2020 related to three corporate bonds in the energy and consumer sectors. For the year ended December 31, 2019, ProAssurance recognized credit-related impairment losses in earnings of $13.0 million, including an $8.5 million impairment related to an early stage business investment accounted for under the equity method. The impairment charge represented the difference between the investment's carrying value and fair value, which was measured as ProAssurance's ownership percentage in the projected earnings expected to be generated by the investment. In addition, ProAssurance recognized OTTI in earnings of $3.4 million related to qualified affordable housing project tax credit investments. The current estimated tax benefits expected to be received from ProAssurance's allocable portion of the operating losses of the underlying properties have declined, due to the newly enacted corporate tax rate of 21%, as compared to those at the time the investments were acquired. During 2017, ProAssurance also recognized credit-related OTTI of $0.2$0.8 million and nominal amount of non-credit OTTI of $0.2 millionimpairment losses in OCI, both of which related to three corporate bonds.
During 2016, ProAssurance recognized OTTI in earnings of $9.8 million, including credit-related OTTI of $5.5 million related to debt instruments from ten issuersbonds in the energy sector. The fair value of the bonds and the credit quality of the issuers had declined during 2016 and ProAssurance recognized credit-related OTTI to reduce the amortized cost basis of the bonds to the present value of future cash flows expected to be received from the bonds. During 2016, ProAssurance also recognized non-credit OTTI of $0.9 million in OCI related to certain of these same bonds, as the fair value of the bonds was less than the present value of the expected future cash flows from the securities.

consumer sectors. For


159

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

During 2015,the year ended December 31, 2018, ProAssurance recognized OTTIcredit-related impairment losses in earnings of $15.3 million, including credit-related OTTI of $4.9$0.5 million related to debt instruments from sixtwo issuers in the energy sector. The fair value of the bonds and the credit quality of the issuers had declined during 2015 and
ProAssurance recognized credit-related OTTI to reduce$15.7 million of net realized investment gains during 2020, driven primarily by realized gains on the amortized cost basissale of the bonds to the present value of future cash flows expected to be receivedavailable-for-sale fixed maturities and equity investments, partially offset by unrealized holding losses resulting from the bonds. During 2015, ProAssurance also recognized non-credit OTTI of $3.7 milliondecreases in OCI related to certain of these same bonds, as the fair value on the Company's equity portfolio due to the volatility in the global financial markets related to COVID-19. ProAssurance recognized $59.9 million of the bonds was less than the present value of the expected future cash flowsnet realized investment gains during 2019 driven by both realized gains from the securities. ProAssurance also recognized an OTTI in earnings during 2015 related to a bond intended to be sold.
ProAssurance also recognized a $3.1 millionsale of equity investments and an $8.1 million OTTI in earnings during 2016 and 2015, respectively, related to an investment fund that is accounted for using the cost method (classified as part of other investments). The fund is focusedunrealized holding gains on the energy sector and securities held by the fund declined in value during both 2016 and 2015. OTTI was recognized to reduce ProAssurance's carrying value of the investmentCompany's equity portfolio due to the NAV reported byimprovement in the fund.
During 2015,market since December 31, 2018, which caused the Company's equity securities to increase in value. The most significant sectors that benefited from the improvement in the market were the financial and energy sectors. ProAssurance recognized $43.5 million of net realized investment losses relative to trading securities primarilyduring 2018 driven by unrealized holding losses on the Company's equity portfolio due to reductionsmarket volatility throughout 2018, which caused the securities to decline in market valuations duringvalue; the period.most significant sectors impacted were the financial and energy sectors, although all sectors were impacted.
The following table presents a roll forward of cumulative credit losses recorded in earnings related to impaired debt securities for which a portion of the OTTIimpairment was recorded in OCI.
Year Ended December 31
(In thousands)202020192018
Balance beginning of period$470 $93 $1,313 
Additional credit losses recognized during the period, related to securities for which:
No impairment has been previously recognized1,064 377 
Impairment has been previously recognized258 
Reductions due to:
Securities sold during the period (realized)(1,240)(1,220)
Balance December 31$552 $470 $93 
(In thousands)2017 2016 2015
Balance January 1$1,158
 $5,751
 $232
Additional credit losses recognized during the period, related to securities for which:     
No OTTI has been previously recognized171
 2,398
 3,648
OTTI has been previously recognized
 2,154
 2,645
Reductions due to:     
Securities sold during the period (realized)(16) (9,145) (774)
Balance December 31$1,313
 $1,158
 $5,751

Other information regarding sales and purchases of available-for-sale securities is as follows:
 Year Ended December 31
(In millions)201720162015
Proceeds from sales (exclusive of maturities and paydowns)$530.2
$361.8
$481.8
Purchases$614.4
$636.4
$580.6


160

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

4. Reinsurance
ProAssurance purchases reinsurance from third-party reinsurers and insurance enterprises in order to reduce its net exposure to losses, to provide capacity to write larger limits of liability, to provide reimbursement for losses incurred under the higher limit coverages the Company offers and as a mechanism for providing custom insurance solutions. ProAssurance also uses reinsurance arrangements as a mechanism for sharing risk with insureds or their affiliates.
The effects of reinsurance for the years ended December 31, 2017, 20162020, 2019 and 20152018 were as follows:
Year Ended December 31
 (In thousands)202020192018
Direct$814,298 $919,799 $910,198 
Assumed40,124 47,691 47,113 
Ceded(106,721)(124,765)(122,397)
Net premiums written$747,701 $842,725 $834,914 
Direct$862,742 $926,035 $903,354 
Assumed43,555 45,668 41,535 
Ceded(113,582)(124,171)(126,036)
Net premiums earned$792,715 $847,532 $818,853 
Losses and loss adjustment expenses$741,719 $871,780 $675,784 
Reinsurance recoveries(80,272)(117,865)(82,574)
Net losses and loss adjustment expenses$661,447 $753,915 $593,210 

160

  Year Ended December 31
 (In thousands) 2017 2016 2015
Direct $842,968
 $794,377
 $780,982
Assumed 31,908
 40,637
 31,236
Ceded (110,858) (96,481) (102,933)
Net premiums written $764,018
 $738,533
 $709,285
       
Direct $821,249
 $790,791
 $772,968
Assumed 27,629
 37,805
 22,691
Ceded (110,347) (95,315) (101,510)
Net premiums earned $738,531
 $733,281
 $694,149
       
Losses and loss adjustment expenses $592,218
 $515,242
 $456,862
Reinsurance recoveries (123,060) (72,013) (46,151)
Net losses and loss adjustment expenses $469,158
 $443,229
 $410,711
ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
The receivable from reinsurers on unpaid losses and loss adjustment expensesLAE represents management’s estimateestimated amount of amountsfuture loss payments that will be recoverable under ProAssurance reinsurance agreements. Most CompanyCertain of the Company's reinsurance agreements base the amount of premium that is due to the reinsurer in part on losses reimbursed or to be reimbursed under the agreement, and terms may also include maximumminimum and minimummaximum amounts of ceded premium. Ceded premium amounts are estimated based on management’s expectation of ultimate losses and the portion of those losses that are allocable to reinsurers according to the terms of the agreements, including any minimums or maximums. Given the uncertainty of the ultimate amounts of losses, management’s estimates of losses and related amounts recoverable may vary significantly from the eventual outcome. During the years ended December 31, 2017, 2016 and 2015 ProAssurance reduced premiums ceded by $1.2 million, $7.1 million and $1.1 million, respectively, dueDue to changes in management’s estimates of amounts due to reinsurers related to prior accident year loss recoveries.recoveries, ProAssurance increased premiums ceded in its Specialty P&C segment by $0.7 million, $2.8 million and $5.5 million during the years ended December 31, 2020, 2019 and 2018, respectively.
Reinsurance contracts do not relieve ProAssurance from its obligations to policyholders, and ProAssurance remains liable to its policyholders whether or not reinsurers honor their contractual obligations. ProAssurance continually monitors its reinsurers to minimize its exposure to significant losses from reinsurer insolvencies.
At December 31, 2017,2020, the net total amounts due from reinsurers was $345.1$395.3 million (including receivables (receivables related to paid and unpaid losses and LAE and prepaid reinsurance premiums, less reinsurance premiums payable). NoNaN single reinsurer had an individual balance which exceeded $29.0 million.$51.0 million.
At December 31, 20172020 reinsurance recoverables totaling approximately $64.1$96.1 million were collateralized by letters of credit or funds withheld. Expected credit losses associated with the Company's reinsurance receivables (related to both paid and unpaid losses) were 0minal in amount as of December 31, 2020. ProAssurance had no0 allowance for expected credit losses related to itsour reinsurance receivables at December 31, 20172019 or 2016 as all reinsurance balances were considered collectible. During the year ended December 31, 2017, reinsurance balances written off for credit reasons were nominal in amount.2018. During the years ended December 31, 2016 and 2015 no2020, 2019 or 2018, 0 reinsurance balances were written off for credit reasons. For further information on our allowance for expected credit losses related to our receivables from reinsurers see Note 1.
During 2017,the fourth quarter of 2020, ProAssurance commuted an outstanding DDRa quota share reinsurance arrangementagreement with one of its reinsurers which resulted in a net cash receipt of approximately $7.8$6.8 million and reduced its receivable from reinsurers on unpaid losses and loss adjustment expensesLAE by approximately $5.4$7.0 million.
During 2017the fourth quarter of 2018 and 2016,2017, ProAssurance commuted the 20152017 and 20142016 calendar year quota share reinsurance arrangements, respectively, between the Specialty P&C segment and Syndicate 17291729. Due to the quarter lag, the effects of the 2017 and 2016 commutations were reported in both the Specialty P&C and Lloyd's Syndicates segments results during the first quarter of 2019 and 2018, respectively, which resulted in a net cash receipt of approximately $6.3$3.1 million and $6.8$6.1 million, respectively. The commutations reduced the receivable from reinsurers on unpaid losses and loss adjustment expenses,LAE, combined, by approximately $6.6$3.8 million and $7.1$6.7 million during the years ended December 31, 20172019 and 2016,2018, respectively.
There were no significant reinsurance commutations in 2015.



161

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

During 2016, ProAssurance entered into a novation agreement which represents a legal replacement of one insurer by another extinguishing the ceding entity's liability to the policyholder. The novation resulted in approximately $11.8 million of one-time assumed premium which was fully earned at the inception of the agreement as all of the underlying loss events covered by the policy occurred in the past.
5. Income Taxes
Deferred income taxes reflect the net tax effects of temporary differences between the amount of assets and liabilities for financial reporting purposes and the amounts used for income tax purposes. Significant components of ProAssurance’s deferred tax assets and liabilities were as follows:
December 31
(In thousands)20202019
Deferred tax assets
Unpaid loss discount$36,452 $34,455 
Unearned premium adjustment14,835 16,346 
Compensation related10,935 10,041 
Basis differentials–investments2,595 
Intangibles522 591 
Operating lease liabilities4,224 4,631 
Basis differentials-foreign operations0 126 
Tax credit carryforward36,155 21,778 
Net operating loss carryforward9,244 7,682 
Other1,700 
Total gross deferred tax assets116,662 95,650 
Valuation allowance(8,581)(5,479)
Total deferred tax assets, net of valuation allowance108,081 90,171 
Deferred tax liabilities
Deferred policy acquisition costs(8,929)(9,889)
Unpaid loss discount–transition(6,297)(7,557)
Unrealized gains on investments, net(19,351)(9,753)
Fixed assets(4,441)(1,263)
Operating lease ROU assets(4,015)(4,439)
Basis differentials–investments0 (2,377)
Basis differentials-foreign operations(790)
Intangibles(7,153)(10,382)
Other0 (124)
Total deferred tax liabilities(50,976)(45,784)
Net deferred tax assets (liabilities)$57,105 $44,387 
 Year Ended December 31
(In thousands)2017 2016
Deferred tax assets   
Unpaid loss discount$20,368
 $39,746
Unearned premium adjustment14,449
 22,847
Compensation related11,467
 20,190
Intangibles514
 1,001
Foreign NOL4,116
 1,962
Total gross deferred tax assets50,914
 85,746
Valuation allowance(4,116) (1,962)
Total deferred tax assets, net of valuation allowance46,798
 83,784
Deferred tax liabilities   
Deferred policy acquisition costs(6,333) (9,754)
Unrealized gains on investments, net(5,166) (9,797)
Fixed assets(826) (1,291)
Basis differentials–investments(10,397) (25,512)
Intangibles(12,548) (22,067)
Other(1,598) (5,107)
Total deferred tax liabilities(36,868) (73,528)
Net deferred tax assets (liabilities)$9,930

$10,256
As of December 31, 2020, ProAssurance had $21.7U.S. state and U.K. income tax NOL carryforwards of approximately $52.7 million and $32.9 million, respectively. The U.K. NOL carryforwards do not expire while the state NOL carryforwards will begin to expire in 2031.
ProAssurance had $36.1 million of available NOLtax credit carryforwards at December 31, 2017 related togenerated from the Company's U.K. operationsinvestments in tax credit partnerships, of which$18.2 million and $17.9 million may be carried forward indefinitely. Atuntil December 31, 20172039 and 2016, ProAssurance established a2040, respectively. These tax credits have been deferred tax asset relatedand carried forward due to the Company's realized NOL carryforwards of $4.1 millionin 2019 and $2.0 million, respectively. expected NOL in 2020.
In 20172020 and 2016,2019, management evaluated the realizability of the deferred tax asset related to the U.K. NOL carryforwards and concluded that it was more likely than not that the deferred tax asset will not be realized; therefore, a valuation allowance was recorded against the full value of the deferred tax asset related to the U.K. NOL carryforwards in both 20172020 and 2016.2019 of $6.2 million and $4.9 million, respectively. The increase in the valuation allowance and related deferred tax assetto the U.K. NOL carryforward in 20172020 as compared to 2016 of $2.2 million2019 was due to losses recognized in the Lloyd's Syndicate segment during 2017 primarily due to Hurricanes Harvey, Irmaan increase in the U.K. tax rate from 17% to the current tax rate of 19% as well as current year activity.

162

ProAssurance Corporation and Maria. AsSubsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
In 2020, management evaluated the valuation allowance has become more significant in 2017, ProAssurance began presentingrealizability of the gross deferred tax asset related to the U.S. state NOL carryforwards separately fromand concluded that it was more likely than not that a portion of the relateddeferred tax asset will not be realized; therefore, a valuation allowance inwas recorded against a portion of the table above. Prior year amounts have been reclassified to conformdeferred tax asset related to the current year presentation.U.S. state NOL carryforwards in 2020 of $1.9 million.
ProAssurance had no available capital loss carryforwards, or Alternative Minimum Tax credit carryforwardsDeferred tax assets and liabilities include SPCs the Company participates in at Inova Re, net of a valuation allowance of $0.5 million and $0.6 million at December 31, 2020 and 2019, respectively. Due to the limited operations of these SPCs as of December 31, 2017.2020 and 2019, management concluded that a valuation allowance was required against the DTAs of certain SPCs. The nominal decrease in the valuation allowance related to the SPCs at Inova Re is due to current year activity.
ProAssurance files income tax returns in various states, the U.S. federal jurisdiction and the U.K. ProAssurance had a liabilityreceivable for U.S. federal and U.K. income taxes of $18.9 million at December 31, 2020 and $8.0 million at December 31, 2017 and $5.1 million at December 31, 2016,2019, both carried as a part of other liabilities.assets.
The statute of limitations is now closed for all tax years prior to 2014.2017.


162

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

A reconciliation of the beginning and ending amounts of unrecognized tax benefits for 2017, 20162020, 2019 and 2015,2018, were as follows:
(In thousands) 2017 2016 2015(In thousands)202020192018
Balance at January 1 $8,353
 $8,195
 $577
Balance at January 1$5,070 $3,601 $5,341 
Increases for tax positions taken during the current year 
 361
 7,618
Increases for tax positions taken during the current year0 1,749 
(Decreases) for tax positions taken during the current year (3,500) 
 
Decreases for tax positions taken during the current yearDecreases for tax positions taken during the current year(4,853)(777)
Increases for tax positions taken during prior years 700
 
 
Increases for tax positions taken during prior years5,342 
(Decreases) relating to a lapse of the applicable statute of limitations (212) (203) 
Decreases for tax positions taken during prior yearsDecreases for tax positions taken during prior years0 (800)
Decreases relating to a lapse of the applicable statute of limitationsDecreases relating to a lapse of the applicable statute of limitations(360)(280)(163)
Balance at December 31 $5,341
 $8,353
 $8,195
Balance at December 31$5,199 $5,070 $3,601 
At December 31, 20172020 and 2016,2019, approximately $1.3$0.8 million and $1.0$1.2 million, respectively, of ProAssurance's uncertain tax positions, if recognized, would affect the effective tax rate. As with any uncertain tax position, there is a possibility that the ultimate benefit realized could differ from the estimate management has established. Management believes that it is reasonably possible that a portion of unrecognized tax benefits at December 31, 2017,2020 may change during the next twelve months. However, an estimate of the change cannot be made at this time.
ProAssurance recognizes interest and/or penalties related to income tax matters inas a component of income tax expense. Interest and penalties recognized in the income statementConsolidated Statements of Income and Comprehensive Income was approximately $0.3 million and $0.2 millionnominal for each of the years ended December 31, 20172020, 2019 and 2016, respectively, and was nominal for the year ended December 31, 2015.2018. The accrued liability for interest was approximately $0.5 million at December 31, 2017 and $0.2$0.6 million at December 31, 2016.2020 and 2019, respectively.
Income tax expense (benefit) for each of the years ended December 31, 2017, 20162020, 2019 and 20152018 consisted of the following:
(In thousands)202020192018
Provision for income taxes:
Current expense (benefit)
Federal and foreign$(19,885)$(2,147)$(6,509)
State(296)982 301 
Total current expense (benefit)(20,181)(1,165)(6,208)
Deferred expense (benefit)
Federal and foreign(20,476)(27,404)(11,765)
State(672)(1,239)(59)
Total deferred expense (benefit)(21,148)(28,643)(11,824)
Total income tax expense (benefit)$(41,329)$(29,808)$(18,032)


163

(In thousands) 2017 2016 2015
Provision for income taxes      
Current expense (benefit)      
Federal and foreign $19,546
 $15,857
 $27,653
State 120
 729
 999
Total current expense (benefit) 19,666
 16,586
 28,652
Deferred expense (benefit)      
Federal and foreign 1,331
 8,284
 (15,185)
State 362
 250
 (809)
Total deferred expense (benefit) 1,693
 8,534
 (15,994)
Total income tax expense (benefit) $21,359
 $25,120
 $12,658
Table of Contents
ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
A reconciliation of “expected” income tax expense (benefit) (35% of income before income taxes) to actual income tax expense (benefit) for each of the years ended December 31, 2017, 20162020, 2019 and 20152018 were as follows:
(In thousands)202020192018
Computed “expected” tax expense (benefit)$(45,582)$(6,049)$6,095 
Tax-exempt income (1)
(976)(1,528)(2,505)
Tax credits(17,876)(21,933)(21,059)
Non-U.S. operating results(1,307)(1,447)2,269 
Tax deficiency (excess tax benefit) on share-based compensation457 99 (275)
Tax rate differential on loss carryback(7,758)(3,400)
Goodwill impairment31,413 
Provision-to-return differences1,217 3,595 (2,309)
Change in uncertain tax positions(1,674)1,956 (51)
State income taxes(561)(376)129 
Benefit from amended returns0 (550)
Other1,318 (175)(326)
Total income tax expense (benefit)$(41,329)$(29,808)$(18,032)
(In thousands) 2017 2016 2015
Computed “expected” tax expense $45,018
 $61,670
 $45,099
Tax-exempt income (8,356) (9,917) (12,913)
Tax credits (23,111) (27,549) (22,407)
Non-U.S. operating results 918
 (1,688) 720
Excess tax benefit on share-based compensation (2,762) 
 
Change in federal corporate tax rate 6,541
 
 
Change in limitation of future deductibility of certain executive compensation 3,497
 
 
Other (386) 2,604
 2,159
Total income tax expense (benefit) $21,359
 $25,120
 $12,658
(1) Includes tax-exempt interest, dividends received deduction and change in cash surrender value of BOLI.

The Company's pre-tax loss in 2020 included a $161.1 million goodwill impairment recognized in relation to the Specialty P&C reporting unit during the third quarter of 2020. Of the $161.1 million goodwill impairment, $149.6 million was non-deductible for which no tax benefit was recognized while the remaining $11.5 million was deductible for which a 21% tax benefit was recognized on the related tax amortization. See further discussion on this goodwill impairment in Notes 1 and 6. The tax rate differential on loss carryback for the year ended December 31, 2020 represents the additional tax rate differential of 14% on the carryback of the 2020 and 2019 NOLs to the 2015 and 2014 tax years, respectively, as a result of changes made by the CARES Act to the NOL provisions of the tax law (see further discussion in this section under the heading "Coronavirus Aid, Relief and Economic Security Act").
Tax Cuts and Jobs Act
The TCJA introduced a minimum tax on payments made to related foreign entities referred to as the BEAT. The BEAT is imposed by adding back into the U.S. tax base any base erosion payment made by the U.S. taxpayer to a related foreign entity and applying a minimum tax rate to this newly calculated modified taxable income. Base erosion payments represent any amount paid or accrued by the U.S. taxpayer to a related foreign entity for which a deduction is allowed. Premiums the Company cedes to the SPCs at Inova Re, one of its other wholly owned Cayman Islands reinsurance subsidiaries, do not fall within the scope of base erosion payments as the SPCs at Inova Re have elected to be taxed as U.S. taxpayers. However, premiums the Company cedes to any active SPC at its wholly owned Cayman Islands reinsurance subsidiary, Eastern Re, fall within the scope of base erosion payments and therefore could be significantly impacted by the BEAT. See further discussion on the Company’s Cayman Islands SPC operations in Note 16. Management has evaluated its exposure to the BEAT and has concluded that the Company’s expected outbound deductible payments to related foreign entities are below the threshold for application of the BEAT; therefore, ProAssurance has not recognized any incremental tax expense for the BEAT provision of the TCJA during the years ended December 31, 2020 or 2019.
The TCJA also requires a U.S. shareholder of a controlled foreign corporation to include its GILTI in U.S. taxable income. The GILTI amount is based on the U.S. shareholder’s aggregate share of the gross income of the controlled foreign corporation reduced by certain exceptions and a net deemed tangible income return. The net deemed tangible income return is based on the controlled foreign corporation’s basis in the tangible depreciable business property. Cell rental fee income earned by Inova Re and Eastern Re fall within the scope of the GILTI provisions of the TCJA. Management has evaluated the new GILTI provisions of the TCJA, and has made an accounting policy election to treat the taxes due on the inclusion of GILTI in U.S. taxable income as a current period expense when incurred. ProAssurance recognized a nominal amount of tax expense for the GILTI provision of the TCJA during each of the years ended December 31, 2020 and 2019.


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December 31, 20172020

Tax CutsCoronavirus Aid, Relief and JobsEconomic Security Act
The TCJAIn response to COVID-19, the CARES Act was signed into law on December 22, 2017March 27, 2020 and contains several key provisions for corporations and eases certain deduction limitations originally imposed by the TCJA. The CARES Act, among other things, includes temporary changes regarding the prior and future utilization of NOLs, temporary changes to the prior and future limitations on interest deductions, temporary suspension of certain payment requirements for the employer portion of Social Security taxes and the creation of certain refundable employee retention credits. ProAssurance has an NOL of approximately $45.3 million from the 2020 tax year that impactwill be carried back to the Company's business, including the reduction of the U.S. federal corporate2015 tax rate from 35%year and is expected to 21% effective January 1, 2018, the reduction in the amount of executive compensation that could qualify asgenerate a tax deduction, a minimumrefund of approximately $15.9 million. Additionally, ProAssurance had an NOL of approximately $25.6 million from the 2019 tax on payments made to related foreign entities and a change in how property and casualty taxpayers discount loss reserves. Under current accounting guidance, the effects of changes in tax rates and laws are recognized in the period inyear which the new legislation is enacted. However, duewas carried back to the timing2014 tax year and generated a tax refund of approximately $9.0 million which we received in February 2021. ProAssurance has evaluated the enactment of the TCJA and its proximity to December 31, 2017, the SEC issued SAB 118 which provides a framework for companies to account for uncertainties in applying theother provisions of the TCJA. SAB 118 allows companies to record a provisional amount in situations where a company doesCARES Act and has concluded that they will not have the necessary information available but can make a reasonable estimate. In situations where companies cannot make a reasonable estimate due to various factors, including lack of information, a provisional amount is not recorded. Instead, companies will continue to apply current accounting guidance basedmaterial impact on the provisionCompany's financial position or results of operations.
6. Goodwill
Goodwill is recognized in conjunction with business acquisitions as the excess of the tax laws that were in effect immediately priorpurchase consideration for the business acquisition over the fair value of identifiable assets acquired and liabilities assumed. The fair value of identifiable assets and liabilities, and thus goodwill, is subject to the TCJA being enacted. Theredetermination within a measurement period as defined in SAB 118of up to one year following completion of a business acquisition.
Goodwill is tested for the TCJA, begins on the enactmentimpairment annually or more frequently if circumstances indicate an impairment may have occurred. The date of the TCJACompany's annual goodwill impairment test is October 1. Impairment of goodwill is tested at the reporting unit level, which is consistent with the Company's reportable segments identified in Note 16. Of the Company's 5 reporting units, 3 have goodwill - Specialty P&C, Workers' Compensation Insurance and ends whenSegregated Portfolio Cell Reinsurance.
As discussed in Note 1, during the third quarter of 2020 the Company recorded a company has obtained, prepared and analyzedpre-tax impairment charge of $161.1 million to fully impair the informationgoodwill in the Specialty P&C reporting unit. The Company performed its annual goodwill impairment assessment as of October 1, 2020. Management concluded that it was needed in order to completenot more likely than not that the accounting requirements under current accounting guidance. However, under no circumstances will the measurement period extend beyond one year from the enactment datefair value of the TCJA.
Other than the areas discussed below, ProAssurance was able to complete the accounting under the new provisions of the TCJA for the remeasurementeach of the Company's deferred tax assets and liabilities based on2 reporting units that have net goodwill was less than the newly enacted tax rate and recognized a chargecarrying value of $6.5 million, which is includedeach reporting unit as a component of income tax expense from continuing operationsthe testing date; therefore, 0 goodwill impairment was recorded during the fourth quarter of 2020.
There were no changes in the carrying amount of goodwill or accumulated impairment losses for the year ended December 31, 2017.
Provisional2019. The table below presents the carrying amount
At December 31, 2017, ProAssurance had not completed the accounting for the tax effects of enactment of the TCJA for certain areas of the Company's tax provision. ProAssurance has made a reasonable estimate of the effects on its existing deferred tax asset balancesgoodwill and accumulated impairment losses by reporting unit at December 31, 2017 as it relates2020:
Reporting Unit
(In thousands)Specialty P&CWorkers' Compensation InsuranceSegregated Portfolio Cell ReinsuranceTotal
Goodwill, gross as of January 1, 2020$161,115 $44,110 $5,500 $210,725 
Accumulated impairment losses*(161,115)0 0 (161,115)
Goodwill, net as of December 31, 2020$0 $44,110 $5,500 $49,610 
*Accumulated impairment losses represents the pre-tax impairment loss of $161.1 million recognized in relation to the limitation onSpecialty P&C reporting unit during the future deductibilitythird quarter of certain executive compensation2020. There were no other impairment losses taken prior to 2020.

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ProAssurance Corporation and recorded a provisional charge of $3.5 million, which is included as a component of income tax expense from continuing operations for the year ended Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017. Any future guidance from the IRS addressing the effects of the TCJA on executive compensation could result in a change to this provisional amount.2020
Provisional amount not reasonably estimable
The TCJA requires property and casualty taxpayers to discount loss reserves based solely on IRS factors and no longer by reference to historical payment patterns. As the IRS has yet to release the 2018 discount factors, ProAssurance has been unable to reasonably estimate the impact of the change in loss reserve discounting factors and therefore has not adjusted its deferred tax balances at December 31, 2017 for the impact of these changes due to the TCJA. As prescribed by SAB 118, ProAssurance continues to utilize the discount factors based on existing accounting guidance and the provisions of the tax laws that were in effect immediately prior to enactment of the TCJA. Once the IRS has released the 2018 loss reserve discount factors, ProAssurance will complete the its analysis and include the effect of the difference in the reserve discount factors in the period the analysis is complete or the impact is reasonably estimable.
6.7. Deferred Policy Acquisition Costs
Policy acquisition costs that are incremental and directly related to the successful production of new and renewal insurance contracts, most significantly agent commissions, premium taxes, and underwriting salaries and benefits, are capitalized as policy acquisition costs and amortized to expense, net of ceding commissions earned, as the related premium revenues are earned.
Amortization of DPAC was $95.8$110.6 million, $88.4$115.3 million and $79.6$104.5 million for the years ended December 31, 2017, 20162020, 2019 and 2015,2018, respectively.


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ProAssurance Corporationevaluates the recoverability of DPAC typically at the segment level each reporting period, or in a manner that is consistent with the way the Company manages its business. Any amounts estimated to be unrecoverable are charged to expense in the current period as a component of DPAC amortization in the Consolidated Statement of Income and SubsidiariesComprehensive Income.
NotesAs part of the evaluation of the recoverability of DPAC, ProAssurance also evaluates its unearned premiums for premium deficiencies. A premium deficiency is recognized if the sum of anticipated losses and loss adjustment expenses, unamortized DPAC and maintenance costs, net of anticipated investment income, exceeds the related unearned premium. If a premium deficiency is identified, the associated DPAC is charged to expense as a component of DPAC amortization in the Consolidated Financial Statements
Statement of Income and Comprehensive Income, and a PDR is recorded for the excess deficiency as a component of net losses and loss adjustment expenses in the Consolidated Statement of Income and Comprehensive Income and as a component of the reserve for losses on the Consolidated Balance Sheet. For the years ended December 31, 2017
2020 and 2018, ProAssurance did not determine any DPAC to be unrecoverable. For the year ended December 31, 2019, ProAssurance established a $9.2 million PDR and a nominal amount of DPAC was charged to expense as it was determined to be unrecoverable. The $9.2 million PDR was fully amortized during 2020.

7.8. Reserve for Losses and Loss Adjustment Expenses
The reserve for losses is established based on estimates of individual claims and actuarially determined estimates of future losses based on ProAssurance’s past loss experience, available industry data and projections as to future claims frequency, severity, inflationary trends and settlement patterns. Estimating the reserve, particularly the reserve appropriate for liability exposures, is a complex process. ClaimsFor a high proportion of the risks insured or reinsured by ProAssurance, claims may be resolved over an extended period of time, often five years or more, and may be subject to litigation. Estimating losses requires ProAssurance to make and revise judgments and assessments regarding multiple uncertainties over an extended period of time. As a result, the reserve estimate may vary considerably from the eventual outcome. The assumptions used in establishing ProAssurance’s reserve are regularly reviewed and updated by management as new data becomes available. Changes to estimates of previously established reserves are included in earnings in the period in which the estimate is changed.
ProAssurance believes that the methods it uses to establish reserves are reasonable and appropriate. Each year, ProAssurance uses internal actuaries to review the reserve for losses of each insurance subsidiary. ProAssurance also engages consulting actuaries to review ProAssurance claims data and provide observations regarding cost trends, rate adequacy and ultimate loss costs. ProAssurance considers the views of the actuaries as well as other factors, such as known, anticipated or estimated changes in frequency and severity of claims, loss retention levels and premium rates, in establishing the amount of its reserve for losses. The statutory filings of each insurance company with the insurance regulators must be accompanied by a consulting actuary's certification as to their respective reserves. ProAssurance considers the views of the actuaries as well as other factors, such as premium rates, historical paid and incurred loss development trends and an evaluation of the current loss environment including frequency, severity, the expected effect of inflation, general economic and social trends, and the legal and political environment in establishing the amount of its reserve for losses. As of December 31, 2020, the Company expects there will be impacts to these factors as well as to the timing of loss emergence and ultimate loss ratios for certain coverages it underwrites as a result of COVID-19 and the related economic shutdown; however, the extent to which COVID-19 impacts these factors is highly uncertain and cannot be predicted. The industry is experiencing new conditions, including the postponement of court cases, changes in settlement trends and a significant reduction in economic activity and insured exposure in some classes. ProAssurance's booked reserves as of December 31, 2020 include consideration of these factors, but the duration and degree to which these issues persist, along with potential legislative, regulatory or judicial actions, could result in significant changes to the Company's reserve estimates in future periods.
ProAssurance partitions its reserve by accident year, which is the year in which the claim becomes its liability. For claims-made policies, the insured event generally becomes a liability when the event is first reported to the Company. For occurrence policies, the insured event becomes a liability when the event takes place. For retroactive coverages, the insured event becomes a liability at inception of the underlying contract. As claims are incurred (reported) and claim payments are made, they are aggregated by accident year for analysis purposes. ProAssurance also partitions its reserve by reserve type: case reserves and IBNR reserves. Case reserves are established by the claims department based upon the particular circumstances of each reported claim and represent ProAssurance’s estimate of the future loss costs (often referred to as expected losses) that will be paid on reported claims. Case reserves are decremented as claim payments are made and are periodically adjusted upward or

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December 31, 2020
downward as estimates regarding the amount of future losses are revised; a reported loss for an individual claim equates to the case reserve at any point in time plus the claim payments that have been made to date. IBNR reserves represent an estimate, in the aggregate, of future development on losses that have been reported to ProAssurance plus an estimate of losses that have been incurred but not reported. IBNR reserves are not estimated directly, but are calculated by subtracting claim payments to-date and case reserves as of the evaluation date from the projected ultimate losses which are determined as described below.
Development of Prior Accident Years
In addition to setting the initial reserve for the current accident year, each period ProAssurance reassesses the amount of reserve required for prior accident years. The foundation of ProAssurance’s reserve re-estimation process is an actuarial analysis that is performed by both the internal and consulting actuaries. This detailed analysis projects ultimate losses based on partitions which include line of business, geography, coverage layer and accident year. The procedure uses the most representative data for each partition, capturing its unique patterns of development and trends. In all, there are 200 different partitions of ProAssurance's business for purposes of this analysis. ProAssurance believes that the use of consulting actuaries provides an independent view of the loss data as well as a broader perspective on industry loss trends.
Reserving Methodologies
For the HCPL, medical technologyMedical Technology Liability and workers’ compensationWorkers’ Compensation lines of business, the analysis performed by the consulting actuaries analyzes each partition of the business in a variety of ways and uses multiple actuarial methodologies in performing these analyses, including: Bornhuetter-Ferguson (Paid and Reported) Method, Paid Development Method, Reported (Incurred) Development Method, Average Paid Value Method and Average Reported Value Method, Backward Recursive Development Method, the Adjusted Reported and the Adjusted Paid Methods.Method. Generally, methods such as the Bornhuetter-Ferguson methodMethod are used on more recent accident years where there is less data available on which to base the analysis. As time progresses and an increased amount of data is available for a given accident year, management gives more confidence to the development and average methods, as these methods typically rely more heavily on ProAssurance's own historical data. These methods emphasize different aspects of loss reserve estimation and provide a variety of perspectives for ProAssurance's decisions.
For the workers’ compensationWorkers’ Compensation line of business in both the Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance segments, ProAssurance utilizes the Reported (Incurred) Development Method, Paid Loss Development Method and Bornhuetter-Ferguson Method, to develop the reserve for each accident year. The actuarial review includes the stratification of claims data (lost time claims and medical only claims) using different variations that allow for identification of trends that may not be readily identifiable if the data was evaluated only in the aggregate. Reported and paid loss development factors are key assumptions in the reserve estimation process and are based on ProAssurance’s historical reported


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December 31, 2017

and paid loss development patterns. As accident years mature, the various actuarial methodologies produce more consistent loss estimates.
For the Lloyd’s SyndicateSyndicates segment business, given the immaturity of Syndicate 1729’s own experience, losses are initially estimated using the loss assumptions by risk category incorporated into the business plan submitted to Lloyd’s with consideration given to loss experience incurred to date. These assumptions were influenced by loss results reflected in Lloyd’s historical data for similar risks. As losses are reported and resolved and Syndicate 1729'sloss experience becomes more credible from a statistical perspective, Syndicate 1729's actual loss experience is incorporated into the estimates.
Certain of the methodologies utilized to estimate the ultimate losses for each partition of the reserve consider the actual amounts paid. Paid data is particularly influential when a large portion of known claims have been closed, as is the case for older accident years. In selecting a point estimate for each partition, management considers the extent to which trends are emerging consistently for all partitions and known industry trends. Thus, actual, rather than estimated severity trends are given more consideration. If actual severity trends are lower than those estimated at the time that reserves were previously established, the recognition of favorable development is indicated. This is particularly true for older accident years where actuarial methodologies give more weight to actual loss costs (severity).
The various actuarial methods discussed above are applied in a consistent manner from period to period. In addition, ProAssurance performs statistical reviews of claims data such as claim counts, average settlement costs and severity trends when establishing the reserve.
Selected point estimates of ultimate losses are utilized to develop estimates of ultimate losses recoverable from reinsurers, based on the terms and conditions of ProAssurance’s reinsurance agreements. An overall estimate of the amount receivable from reinsurers is determined by combining the individual estimates. ProAssurance’s net reserve estimate is the gross reserve point estimate less the estimated reinsurance recovery.

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Notes to Consolidated Financial Statements
December 31, 2020
Activity in the reserve for losses and loss adjustment expenses is summarized as follows:
(In thousands)202020192018
Balance, beginning of year$2,346,526 $2,119,847 $2,048,381 
Less reinsurance recoverables on unpaid losses and loss adjustment expenses390,708 343,820 335,585 
Net balance, beginning of year1,955,818 1,776,027 1,712,796 
Net losses:
Current year(1)(2)(3)
711,846 765,698 685,326 
Favorable development of reserves established in prior years, net(50,399)(11,783)(92,116)
Total661,447 753,915 593,210 
Paid related to:
Current year(83,204)(115,133)(117,268)
Prior years(501,969)(458,991)(412,711)
Total paid(585,173)(574,124)(529,979)
Net balance, end of year2,032,092 1,955,818 1,776,027 
Plus reinsurance recoverables on unpaid losses and loss adjustment expenses385,087 390,708 343,820 
Balance, end of year$2,417,179 $2,346,526 $2,119,847 
(In thousands)2017 2016 2015
Balance, beginning of year$1,993,428
 $2,005,326
 $2,058,266
Less reinsurance recoverables on unpaid losses and loss adjustment expenses273,475
 249,350
 237,966
Net balance, beginning of year1,719,953
 1,755,976
 1,820,300
Net losses:     
Current year603,518
 587,007
 571,891
Favorable development of reserves established in prior years, net(134,360) (143,778) (161,180)
Total469,158
 443,229
 410,711
Paid related to:     
Current year(106,633) (96,190) (84,186)
Prior years(369,682) (383,062) (390,849)
Total paid(476,315) (479,252) (475,035)
Net balance, end of year1,712,796
 1,719,953
 1,755,976
Plus reinsurance recoverables on unpaid losses and loss adjustment expenses335,585
 273,475
 249,350
Balance, end of year$2,048,381
 $1,993,428
 $2,005,326
(1) Current year net losses for the year ended December 31, 2019 included incurred losses of $2.1 million related to a loss portfolio transfer entered into during 2019 in the Specialty P&C segment. Current year net losses in 2018 included incurred losses of $25.4 million related to a loss portfolio transfer entered into during the second quarter of 2018, also in the Specialty P&C segment.
(2) Current year net losses for the year ended December 31, 2019 included a PDR of $9.2 million associated with the unearned premium of a large national healthcare account's claims-made policy in the Specialty P&C segment. Current year net losses for the year ended December 31, 2020 included the amortization of the aforementioned $9.2 million PDR which offsets the impact of the losses incurred associated with the premium earned related to the large national healthcare account's claims-made policy. For additional information regarding the PDR see Note 7.
(3) During 2020, the aforementioned large national healthcare account did not renew on terms offered by the Company and exercised its contractual option to purchase extended reporting endorsement or "tail" coverage. As a result, ProAssurance recognized total current year losses of $60.0 million (assumes a full limit loss) within the Specialty P&C segment for the year ended December 31, 2020.
As discussed in Note 1, estimating liability reserves is complex and requires the use of many assumptions. As time passes and ultimate losses for prior years are either known or become subject to a more precise estimation, ProAssurance increases or decreases the reserve estimates established in prior periods. The net favorable loss development recognized in 20172020 primarily reflected a lower than anticipated claims severity trend (i.e., the average size of a claim) forin the Specialty P&C segment, primarily related to the 2014 through 2017 accident years 2010 through 2014.years. The net favorable development also reflected overall favorable trends in claim closing patterns in the Segregated Portfolio Cell Reinsurance and Workers' Compensation Insurance segments. The net favorable loss development recognized in 2016the Segregated Portfolio Cell Reinsurance segment primarily related to the 2014 through 2019 accident years and 2015 wasthe net favorable loss development recognized in the Workers' Compensation Insurance segment primarily duerelated to the 2014 through 2017 accident years.
The net favorable loss development recognized for the year ended December 31, 2019 primarily reflected overall favorable trends in claim closing patterns in the Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance segments, largely offset by net unfavorable loss development recognized in the Specialty P&C segment. The net favorable loss development recognized in the Workers' Compensation Insurance segment primarily related to the 2015 and 2016 accident years and the net favorable loss development recognized in the Segregated Portfolio Cell Reinsurance segment primarily related to the 2015 through 2018 accident years. The net unfavorable loss development recognized in the Specialty P&C segment primarily related to accident years 2016 through 2018. The favorable loss development recognized in 2018 primarily reflected a lower than anticipated claims severity trendstrend for accident years 20092011 through 20132015.

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ProAssurance Corporation and accident years 2007 through 2011, respectively.Subsidiaries
On January 1, 2016, ProAssurance adopted new guidance that requires detailed disclosures relatedNotes to its reserve for losses and loss adjustment expenses, including significant changes in methodologies and assumptions used in the calculation of its reserve. Consolidated Financial Statements
December 31, 2020
Claims Development
ProAssurance establishes its reserve and manages claims activity by coverage, product or line of business and various


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December 31, 2017

categories of reserves have similar characteristics. Therefore, ProAssurance has aggregated these reserve categories into several reserve groups in the following disclosures and tables that provide a more meaningful view of the amount, timing and uncertainty of cash flows arising from the liability. At the same time, these reserve groups present a disaggregated view of the major elements of the overall loss reserve liability. The reserve groups include HCPL claims-made reserve, HCPL occurrence reserve, medical technology liabilityMedical Technology Liability claims-made reserve, workers’Workers’ Compensation Insurance reserve, Segregated Portfolio Cell Reinsurance - workers' compensation reserve, Lloyd’sSyndicate 1729 casualty reserve, Lloyd'sSyndicate 1729 property insurance reserve and Lloyd'sSyndicate 1729 property reinsurance reserve. All other loss reserve categories are deemed to be less homogeneous or relatively small on a standalone basis and are included in other short-duration lines in the claims development reconciliation.
The composition of the reserve groups is based on similar characteristics with respect to the risks being insured and the reporting and payout pattern of the underlying claims. In most instances the groups follow the coverage categorizations used in statutory financial reporting for U.S.-domiciled property-casualty insurance companies.
HCPL claims are disaggregated into those claims covered by claims-made policies and those claims covered by occurrence policies. For claims-made policies, the insured event generally becomes a liability when the event is first reported to the insurer. For occurrence policies, the insured event becomes a liability when the event takes place, even if unknown at that time. Claims-made coverage has a short reporting pattern, with virtually all claims known shortly after the end of the policy period. Occurrence coverage claims can have an extended reporting pattern, with the time from the loss event until the filing of the claim often measured in years, at which point the claims resolution process begins. Although the resolution process and time frame is similar once a claim is reported, combining claims from claims-made and occurrence coverage types would result in distortion due to the difference in reporting lag.
Medical technology liabilityTechnology Liability reserves are grouped separately due to the nature of the risk, including the potential for mass torts and multiple claims arising out of the same product or service. The small amount of medical technology liabilityMedical Technology Liability occurrence reserves are included in other short-duration lines.
Workers' compensation claimsreserves in the Workers' Compensation Insurance and the Segregated Portfolio Cell Reinsurance segments are alsoeach grouped separately due to the difference in the type of coverage provided and the differences in the claims resolution process as compared to other liability insurance. The small amount of HCPL reserves in the Segregated Portfolio Cell Reinsurance segment are included in other short-duration lines.
Finally, claims arising from the Lloyd’sCompany's participation in Syndicate 1729 are segregated into casualty (insurance and reinsurance), property insurance and property reinsurance groups. Property insurance claims generally have a shorter reporting and resolution time frame as compared to most casualty claims. The reporting and resolution patterns of property reinsurance claims differs from that of property insurance claims due to predominant coverage of catastrophic loss events on an aggregate basis rather than coverage of individual claims. Casualty reinsurance, on the other hand, generally provides coverage on a per-claim basis and the reporting and resolution time frame for these claims is not substantially different than those arising from casualty insurance written by Syndicate 1729. The small amount of reserves associated with the Lloyd's Syndicate.Company's participation in Syndicate 6131 related to contingency and special property business are included in other short-duration lines.
ProAssurance has elected to present reserve history for acquired entities in all periods shown in the tables below, including periods prior to acquisition. With the exception of the Workers' Compensation Insurance and Segregated Portfolio Cell Reinsurance - workers' compensation linelines of business, virtually all other acquired entities are captured within the HCPL line of business.
All information prior to 20172020 disclosed in the Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance, Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance and Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance tables that follow is presented as supplementary information. The “Cumulative Number of Reported Claims” in the tables that follow includes the combined number of claims for an accident year and excludes projected unreported IBNR claims. A claim is considered reported when ProAssurance becomes aware of and accepts it for coverage under the terms of the Company's insurance contracts.

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December 31, 2020
Healthcare Professional Liability Reserve
HCPL loss costs are impacted by many factors, including but not limited to the nature of the claim, including whether or not the claim is an individual or a mass tort claim, the personal situation of the claimant or the claimant's family, the outcome of jury trials, the legislative and judicial climate where any potential litigation may occur, general economic and social conditions and, for claims involving bodily injury, the trend of healthcare costs. ProAssurance sets an initial reserve usingbased upon the average loss ratio used in pricing, plus an additional provision in considerationevaluation of the historicalcurrent loss volatility ProAssuranceenvironment including frequency, severity, the expected effect of inflation, general economic and others insocial trends, and the industry have experienced.legal and political environment. The average initial loss ratio for the HCPL business has approximated 90% forranged from 87% to 106% in recent years which isand has recently trended towards the higher than the underlying expected loss ratio and provisionend of this range due to increased reserve estimates for volatility. The reasons for the variabilitya large national healthcare account as well as increases in loss provisions from period to period have included additional loss activity within ProAssurance’s surplus lines business, provisions for lossesseverity in excessthe broader HCPL industry, including our Specialty line of policy limits, adjustments to unallocated loss adjustment expenses, adjustments to the reserve for the DDR provisions in ProAssurance's policies and additional losses recorded for particular exposures, such as mass torts. These specific adjustments are made if ProAssurance believes the results for a given accident year are likely to exceed those anticipated by pricing. ProAssurance believes the use of a provision for volatility appropriately considers the inherent risks and limitations of the rate development process and the historic volatility of professional liability losses and produces a reasonable best estimate of the reserve required to cover actual ultimate unpaid losses.business.

Healthcare Professional Liability Claims-Made
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,IBNR*Cumulative Number of Reported Claims
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$348,916 $344,808 $331,884 $305,540 $289,400 $278,258 $264,777 $254,329 $253,163 $251,440 $(1,522)3,530 
2012— $341,289 $324,418 $319,613 $306,956 $291,075 $279,589 $271,110 $266,629 264,932 $(180)3,699 
2013— — $315,346 $304,209 $296,550 $287,140 $272,364 $258,251 $248,594 249,477 $(2,266)3,770 
2014— — — $290,020 $289,397 $280,043 $267,442 $256,968 $244,607 237,091 $(3,596)3,316 
2015— — — — $276,492 $269,980 $271,138 $270,814 $256,785 256,082 $(8,109)3,267 
2016— — — — — $271,765 $274,643 $287,551 $293,515 287,142 $(5,250)3,475 
2017— — — — — — $283,746 $295,883 $331,304 325,919 $(11,542)3,719 
2018— — — — — — — $320,772 $377,908 376,111 $(26,964)4,150 
2019— — — — — — — — $377,242 374,525 $69,993 3,574 
2020— — — — — — — — — 326,152 $203,515 2,475 
Total$2,948,871 
* Includes expected development on reported claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31,
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$14,417 $71,208 $133,004 $177,089 $198,112 $214,502 $224,982 $233,103 $237,605 $242,034 
2012— $15,382 $73,571 $145,488 $190,997 $215,220 $231,652 $244,512 $250,806 256,802 
2013— — $16,938 $69,657 $127,496 $171,681 $197,265 $213,879 $220,402 231,930 
2014— — — $16,764 $59,485 $116,791 $154,236 $186,239 $200,392 210,534 
2015— — — — $9,172 $55,731 $111,741 $161,896 $195,047 218,066 
2016— — — — — $9,027 $51,869 $109,756 $164,811 203,390 
2017— — — — — — $16,309 $63,171 $134,787 173,183 
2018— — — — — — — $14,051 $79,291 141,609 
2019— — — — — — — — $17,838 66,843 
2020— — — — — — — — — 14,100 
Total1,758,491 
All outstanding liabilities before 2011, net of reinsurance16,866 
Liabilities for losses and loss adjustment expenses, net of reinsurance$1,207,246 


167170

Table of Contents
ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Healthcare Professional Liability Claims-Made
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 IBNR*Cumulative Number of Reported Claims
 2008200920102011201220132014201520162017 
Accident YearUnaudited  
2008$402,293
$397,571
$391,214
$345,855
$298,849
$269,462
$259,272
$247,123
$240,472
$240,877
 $889
3,737
2009
$379,259
$370,642
$345,714
$320,368
$284,511
$265,478
$246,146
$230,849
224,768
 $(592)3,826
2010

$364,996
$354,787
$338,170
$312,813
$291,553
$279,713
$270,484
258,466
 $190
3,846
2011


$348,916
$344,808
$331,884
$305,540
$289,400
$278,258
264,777
 $731
3,532
2012



$341,289
$324,418
$319,613
$306,956
$291,075
279,589
 $(429)3,707
2013




$315,346
$304,209
$296,550
$287,140
272,364
 $1,422
3,807
2014





$290,020
$289,397
$280,043
267,442
 $(3,635)3,352
2015






$276,492
$269,980
271,138
 $(15,351)3,307
2016







$271,765
274,643
 $(7,499)3,398
2017








283,746
 $119,172
3,217
Total         $2,637,810
   
* Includes expected development on reported claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2008200920102011201220132014201520162017
Accident YearUnaudited 
2008$14,214
$67,971
$128,800
$166,544
$197,042
$212,789
$221,150
$226,903
$232,598
$234,704
2009
$15,051
$71,272
$114,318
$153,563
$178,445
$191,420
$200,425
$205,372
209,016
2010

$15,464
$69,551
$137,712
$180,432
$209,777
$221,693
$236,171
240,945
2011


$14,417
$71,208
$133,004
$177,089
$198,112
$214,502
224,982
2012



$15,382
$73,571
$145,488
$190,997
$215,220
231,652
2013




$16,938
$69,657
$127,496
$171,681
197,265
2014





$16,764
$59,485
$116,791
154,236
2015






$9,172
$55,731
111,741
2016







$9,027
51,869
2017








16,309
Total         1,672,719
           
All outstanding liabilities before 2008, net of reinsurance  14,660
Liabilities for losses and loss adjustment expenses, net of reinsurance  $979,751











168

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

Healthcare Professional Liability Occurrence
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 IBNR*Cumulative Number of Reported Claims
 2008200920102011201220132014201520162017 
Accident YearUnaudited  
2008$42,258
$45,006
$47,019
$43,676
$35,458
$29,492
$28,887
$26,126
$23,473
$21,710
 $976
283
2009
$34,450
$35,366
$36,802
$37,437
$34,099
$32,675
$28,731
$26,340
24,572
 $1,794
246
2010

$41,721
$43,238
$43,195
$42,233
$37,920
$35,831
$33,361
29,338
 $3,014
290
2011


$45,882
$44,956
$41,453
$39,917
$37,150
$35,004
32,343
 $4,240
343
2012



$45,703
$46,513
$44,848
$40,692
$34,774
32,691
 $5,573
396
2013




$32,746
$36,602
$35,624
$34,393
30,906
 $3,797
355
2014





$30,420
$29,918
$32,143
29,869
 $8,234
340
2015






$35,648
$35,347
37,346
 $10,172
315
2016







$29,609
28,790
 $21,178
245
2017








24,571
 $28,886
129
Total         $292,136
   
* Includes expected development on reported claims
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,IBNR*Cumulative Number of Reported Claims
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$45,882 $44,956 $41,453 $39,917 $37,150 $35,004 $32,343 $29,784 $27,533 $27,287 $(254)344 
2012— $45,703 $46,513 $44,848 $40,692 $34,774 $32,691 $29,857 $25,705 26,533 $143 400 
2013— — $32,746 $36,602 $35,624 $34,393 $30,906 $26,919 $24,857 24,782 $74 360 
2014— — — $30,420 $29,918 $32,143 $29,869 $25,885 $22,243 22,048 $362 347 
2015— — — — $35,648 $35,347 $37,346 $40,960 $36,468 33,262 $(1,059)361 
2016— — — — — $29,609 $28,790 $27,240 $25,019 29,426 $2,174 373 
2017— — — — — — $24,571 $23,760 $21,148 21,498 $5,199 415 
2018— — — — — — — $38,420 $41,555 40,304 $11,413 389 
2019— — — — — — — — $35,420 34,093 $20,945 339 
2020— — — — — — — — — 92,958 $90,916 130 
Total$352,191 
* Includes expected development on reported claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31,
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$291 $2,803 $8,059 $16,544 $19,197 $21,416 $23,194 $24,539 $24,933 $25,111 
2012— $363 $2,430 $7,705 $12,212 $19,275 $21,435 $23,095 $23,600 24,138 
2013— — $369 $3,170 $7,826 $14,753 $16,787 $18,949 $21,241 21,954 
2014— — — $394 $2,260 $7,460 $10,519 $14,604 $17,024 17,708 
2015— — — — $(350)$786 $4,854 $11,626 $15,462 22,455 
2016— — — — — $(182)$(195)$2,883 $10,576 17,918 
2017— — — — — — $(6,809)$(5,858)$(2,765)1,313 
2018— — — — — — — $65 $2,098 8,562 
2019— — — — — — — — $439 3,167 
2020— — — — — — — — — 60 
Total142,386 
All outstanding liabilities before 2011, net of reinsurance6,115 
Liabilities for losses and loss adjustment expenses, net of reinsurance$215,920 
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2008200920102011201220132014201520162017
Accident YearUnaudited 
2008$70
$1,048
$3,347
$6,269
$10,649
$12,403
$15,661
$16,564
$17,799
$17,808
2009
$175
$2,255
$5,067
$7,947
$10,823
$13,248
$15,380
$16,025
16,270
2010

$285
$1,881
$5,647
$9,120
$15,147
$21,837
$22,804
23,313
2011


$291
$2,803
$8,059
$16,544
$19,197
$21,416
23,194
2012



$363
$2,430
$7,705
$12,212
$19,275
21,435
2013




$369
$3,170
$7,826
$14,753
16,787
2014





$394
$2,260
$7,460
10,519
2015






$(350)$786
4,854
2016







$(182)(195)
2017








(6,809)
Total         127,176
           
All outstanding liabilities before 2008, net of reinsurance  11,693
Liabilities for losses and loss adjustment expenses, net of reinsurance  $176,653
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
Years12345678910
Unaudited
Healthcare Professional Liability Claims-Made5.0%18.0%22.5%17.0%11.3%6.9%4.0%3.4%2.0%1.8%
Healthcare Professional Liability Occurrence(2.6%)6.4%16.8%22.2%16.6%11.4%6.3%3.2%1.7%0.7%

Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
 
Years12345678910
 Unaudited
Healthcare Professional Liability Claims-Made5.4%19.8%22.9%16.1%10.2%5.8%4.3%2.1%2.0%0.9%
Healthcare Professional Liability Occurrence(2.3%)5.6%13.8%15.7%14.8%10.8%8.1%2.8%3.3%—%
171


169

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Medical Technology Liability Reserve
The risks insured in the medical technology liabilityMedical Technology Liability line of business are more varied, and policies are individually priced based on the risk characteristics of the policy and the account. These policies often have substantial deductibles or self-insured retentions, and the insured risks range from startup operations to large multinational entities. Premiums are established using the most recently developed actuarial estimates of losses expected to be incurred based on factors which include: results from prior analysis of similar business, industry indications, observed trends and judgment. Claims in this line of business primarily involve bodily injury to individuals and are affected by factors similar to those of the HCPL line of business. For the medical technology liabilityMedical Technology Liability line of business, ProAssurance also establishes an initial reserve using a loss ratio approach, including a provision in consideration of historical loss volatility that this line of business has exhibited.
Medical Technology Liability Claims-Made
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,IBNR*Cumulative Number of Reported Claims
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$17,249 $20,930 $19,166 $15,836 $13,794 $12,487 $12,358 $8,202 $7,944 $7,725 $60 522 
2012— $11,162 $9,989 $8,906 $7,441 $5,824 $4,797 $5,051 $3,889 3,868 $51 223 
2013— — $9,807 $9,955 $9,536 $7,226 $4,697 $3,566 $3,504 3,305 $201 218 
2014— — — $9,989 $10,306 $9,012 $8,984 $7,679 $6,194 5,888 $396 272 
2015— — — — $9,376 $8,757 $7,193 $5,929 $5,081 4,664 $1,194 156 
2016— — — — — $9,200 $8,467 $7,413 $6,422 6,241 $1,374 182 
2017— — — — — — $11,049 $10,143 $8,306 4,919 $2,017 99 
2018— — — — — — — $10,141 $8,108 7,506 $4,595 218 
2019— — — — — — — — $10,072 8,324 $4,830 354 
2020— — — — — — — — — 11,082 $10,497 154 
Total$63,522 
* Includes expected development on reported claims
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 IBNR*Cumulative Number of Reported Claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceCumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)(In thousands)Year Ended December 31,
2008200920102011201220132014201520162017 IBNR*Cumulative Number of Reported Claims2011201220132014201520162017201820192020
Accident YearUnaudited  Accident YearUnaudited
2008$43,427
$45,788
$48,187
$45,156
$42,409
$37,783
$38,280
$35,330
$34,716
$34,441
 
2009
$30,462
$31,183
$27,523
$26,181
$23,425
$21,733
$20,551
$19,264
18,176
 $474
699
2010

$26,077
$27,063
$25,175
$23,307
$19,315
$17,439
$16,047
16,878
 $627
497
2011


$17,249
$20,930
$19,166
$15,836
$13,794
$12,487
12,358
 $1,050
521
2011$118 $2,034 $3,846 $5,062 $7,376 $7,240 $7,799 $7,664 $7,665 $7,665 
2012



$11,162
$9,989
$8,906
$7,441
$5,824
4,797
 $1,029
220
2012— $568 $1,520 $2,805 $3,247 $3,366 $3,676 $3,800 $3,817 3,817 
2013




$9,807
$9,955
$9,536
$7,226
4,697
 $1,337
218
2013— — $102 $1,029 $1,967 $2,599 $3,092 $3,102 $3,102 3,102 
2014





$9,989
$10,306
$9,012
8,984
 $4,127
272
2014— — — $388 $1,527 $2,564 $3,046 $3,724 $3,776 4,074 
2015






$9,376
$8,757
7,193
 $4,363
154
2015— — — — $25 $440 $1,625 $2,097 $2,567 2,911 
2016







$9,200
8,467
 $5,725
180
2016— — — — — $53 $1,690 $2,365 $2,959 4,295 
2017








11,049
 $10,366
82
2017— — — — — — $56 $1,681 $2,017 2,360 
20182018— — — — — — — $$191 1,850 
20192019— — — — — — — — $584 2,552 
20202020— — — — — — — — — 40 
Total $127,040
   Total32,666 
* Includes expected development on reported claims
All outstanding liabilities before 2011, net of reinsuranceAll outstanding liabilities before 2011, net of reinsurance351 
Liabilities for losses and loss adjustment expenses, net of reinsuranceLiabilities for losses and loss adjustment expenses, net of reinsurance$31,207 
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
Years12345678910
Unaudited
Medical Technology Liability3.6 %21.2 %21.0 %11.6 %15.2 %3.0 %3.9 %(0.4 %)%%

Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2008200920102011201220132014201520162017
Accident YearUnaudited 
2008$4,325
$14,772
$26,901
$26,620
$32,653
$34,588
$34,567
$34,567
$34,567
$34,567
2009
$116
$5,071
$7,742
$14,675
$14,933
$15,097
$15,184
$15,186
16,515
2010

$485
$3,557
$8,491
$12,283
$11,725
$12,146
$12,253
15,366
2011


$118
$2,034
$3,846
$5,062
$7,376
$7,240
7,799
2012



$568
$1,520
$2,805
$3,247
$3,366
3,676
2013




$102
$1,029
$1,967
$2,599
3,092
2014





$388
$1,527
$2,564
3,046
2015






$25
$440
1,625
2016







$53
1,690
2017








56
Total         87,432
           
All outstanding liabilities before 2008, net of reinsurance  1,162
Liabilities for losses and loss adjustment expenses, net of reinsurance  $40,770
172
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
Years12345678910
 Unaudited
Medical technology liability3.7%18.7%21.1%14.0%7.9%2.9%1.4%6.2%3.7%—%


170

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Workers' Compensation Insurance Reserve
Many factors affect the ultimate losses incurred for the workers' compensation coverages in the Workers' Compensation Insurance segment including, but not limited to, the type and severity of the injury, the age and occupation of the injured worker, the estimated length of disability, medical treatment and related costs, and the jurisdiction and workers' compensation laws of the injury occurrence. ProAssurance uses various actuarial methodologies in developing the workers’ compensation reserve combined with a review of the exposure base generally based upon payroll of the insured. For the current accident year, given the lack of seasoned information, the different actuarial methodologies produce results with considerable variability; therefore, more emphasis is placed on supplementing results from the actuarial methodologies with trends in exposure base, medical expense inflation, general inflation, severity, and claim counts, among other things, to select an expected loss ratio.
Workers' Compensation Insurance
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,IBNR*Cumulative Number of Reported Claims
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$65,665 $65,783 $71,521 $72,280 $72,420 $72,495 $72,495 $72,495 $72,445 $72,445 $21 15,245 
2012— $80,285 $76,551 $75,848 $76,357 $75,836 $75,576 $75,076 $75,076 75,076 $672 16,204 
2013— — $86,973 $85,935 $86,928 $88,010 $87,260 $87,260 $89,760 89,560 $983 16,429 
2014— — — $93,019 $93,529 $93,029 $93,029 $93,029 $93,029 91,329 $1,594 16,210 
2015— — — — $100,101 $100,454 $98,454 $97,654 $96,354 93,054 $2,248 16,550 
2016— — — — — $101,348 $97,348 $92,148 $84,799 82,799 $2,149 15,978 
2017— — — — — — $99,874 $99,874 $99,874 97,874 $4,581 16,083 
2018— — — — — — — $118,095 $118,095 120,095 $2,054 18,009 
2019— — — — — — — — $119,752 119,752 $9,768 17,517 
2020— — — — — — — — — 106,145 $35,455 13,994 
Total$948,129 
* Includes expected development on reported claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31,
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$21,993 $50,900 $62,307 $67,945 $70,146 $70,934 $71,662 $71,856 $71,927 $72,013 
2012— $27,448 $56,122 $65,908 $70,558 $72,766 $73,662 $73,676 $73,768 73,851 
2013— — $30,554 $63,825 $76,813 $82,369 $85,689 $86,783 $87,466 87,772 
2014— — — $30,368 $65,922 $77,631 $85,022 $87,314 $87,998 88,487 
2015— — — — $32,078 $65,070 $78,947 $83,483 $86,528 87,884 
2016— — — — — $28,377 $58,192 $69,237 $74,886 76,954 
2017— — — — — — $31,586 $70,333 $82,289 87,129 
2018— — — — — — — $41,619 $86,063 104,216 
2019— — — — — — — — $40,994 88,008 
2020— — — — — — — — — 33,431 
Total799,745 
All outstanding liabilities before 2011, net of reinsurance3,425 
Liabilities for losses and loss adjustment expenses, net of reinsurance$151,809 
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
Years12345678910
Unaudited
Workers' Compensation Insurance33.6 %37.9 %14.0 %6.4 %3.0 %1.1 %0.6 %0.2 %0.1 %0.1 %
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 IBNR*Cumulative Number of Reported Claims
 2008200920102011201220132014201520162017 
Accident YearUnaudited  
2008$52,155
$55,507
$55,090
$54,885
$54,950
$57,722
$57,928
$56,676
$57,239
$57,239
 $51
13,836
2009
$62,255
$60,802
$60,351
$60,413
$62,731
$63,942
$63,398
$62,631
62,631
 $143
13,091
2010

$75,699
$74,196
$73,647
$72,742
$72,278
$72,504
$71,684
71,642
 $469
15,960
2011


$84,074
$84,762
$90,769
$91,491
$90,993
$91,149
91,390
 $535
18,778
2012



$102,044
$96,884
$95,716
$95,204
$94,627
94,319
 $1,140
20,151
2013




$111,268
$111,730
$114,171
$115,115
115,556
 $1,269
20,577
2014





$120,443
$121,128
$121,206
119,778
 $3,724
21,179
2015






$135,960
$132,408
126,636
 $12,731
22,139
2016







$138,546
131,000
 $30,355
21,947
2017








142,363
 $59,622
21,880
Total         $1,012,554
   
* Includes expected development on reported claims

Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2008200920102011201220132014201520162017
Accident YearUnaudited 
2008$15,246
$35,879
$45,998
$51,256
$54,050
$55,697
$56,305
$56,582
$56,727
$57,051
2009
$19,575
$42,122
$52,428
$57,971
$60,445
$61,150
$61,951
$62,052
62,130
2010

$26,353
$51,766
$61,612
$67,095
$69,050
$70,049
$70,308
70,588
2011


$27,863
$64,874
$79,432
$85,743
$88,129
$89,040
89,768
2012



$34,574
$70,179
$82,953
$88,350
$91,291
92,382
2013




$38,125
$82,320
$100,522
$107,019
110,496
2014





$40,268
$87,768
$103,771
111,799
2015






$43,112
$86,553
102,702
2016







$39,199
81,038
2017








43,973
Total         821,927
           
All outstanding liabilities before 2008, net of reinsurance  2,908
Liabilities for losses and loss adjustment expenses, net of reinsurance  $193,535
173
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
 
Years12345678910
 Unaudited
Workers' Compensation32.3%36.7%14.9%7.2%3.4%1.5%0.9%0.3%0.2%0.6%


171

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Lloyd's SyndicateSegregated Portfolio Cell Reinsurance - Workers' Compensation Reserve
Given the recent inception date for Syndicate 1729 (January 1, 2014) there is limited reliable historical claims data to use in establishing initialThe Company estimates and reserves for the exposuresworkers' compensation business assumed by the Segregated Portfolio Cell Reinsurance segment in the Lloyd's same manner as for its workers' compensation business in the Workers' Compensation Insurance segment, as previously discussed.
Segregated Portfolio Cell Reinsurance - Workers' Compensation
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,IBNR*Cumulative Number of Reported Claims
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$18,790 $19,360 $19,629 $19,282 $18,644 $18,725 $18,666 $18,606 $18,522 $18,212 $27 3,154 
2012— $22,940 $21,513 $21,048 $20,028 $19,972 $19,864 $19,799 $19,727 19,602 $152 3,454 
2013— — $23,809 $25,310 $26,758 $26,619 $26,260 $26,033 $25,938 25,546 $104 3,723 
2014— — — $28,248 $28,423 $29,000 $28,373 $28,281 $27,919 27,482 $188 4,433 
2015— — — — $36,423 $32,519 $28,746 $27,548 $26,720 26,121 $372 4,949 
2016— — — — — $37,601 $34,055 $30,998 $29,424 28,437 $515 5,327 
2017— — — — — — $42,725 $38,594 $34,246 32,879 $775 5,706 
2018— — — — — — — $43,654 $41,283 40,017 $2,979 6,373 
2019— — — — — — — — $48,505 42,345 $6,461 6,081 
2020— — — — — — — — — 40,094 $16,479 5,587 
Total$300,735 
* Includes expected development on reported claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31,
2011201220132014201520162017201820192020
Accident YearUnaudited
2011$5,940 $14,045 $17,197 $17,869 $18,054 $18,177 $18,176 $18,185 $18,185 $18,185 
2012— $7,808 $14,740 $17,728 $18,474 $19,208 $19,402 $19,328 $19,311 19,340 
2013— — $8,131 $19,054 $24,268 $25,209 $25,366 $25,489 $25,440 25,442 
2014— — — $9,933 $21,880 $26,173 $26,810 $26,959 $27,083 27,110 
2015— — — — $11,257 $21,706 $23,977 $24,781 $25,033 25,125 
2016— — — — — $10,980 $23,003 $26,285 $27,162 27,211 
2017— — — — — — $12,404 $24,791 $28,853 31,140 
2018— — — — — — — $12,517 $27,501 33,236 
2019— — — — — — — — $15,100 29,604 
2020— — — — — — — — — 11,238 
Total247,631 
All outstanding liabilities before 2011, net of reinsurance600 
Liabilities for losses and loss adjustment expenses, net of reinsurance$53,704 
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
Years12345678910
Unaudited
Segregated Portfolio Cell Reinsurance - workers' compensation35.5 %39.8 %14.4 %3.8 %1.2 %0.6 %(0.1 %)%0.1 %%

174

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
Syndicate segment. Consequently, 1729 Reserve
ProAssurance estimates initial losses using the loss assumptions by risk category incorporated into the business plan submitted to Lloyd’s with consideration given to loss experience incurred to date. These assumptions are influenced by loss results in Lloyd's historical data for similar risks. In addition, Lloyd's market data for payment patterns is utilized to develop the payout patterns in the tables shown below. As the book of business matures and additional loss information becomes available, the actual loss experience of Syndicate 1729's book of business will be utilized to a greater extent. This will occur sooner for property coverages than for casualty coverages due to the shorter claim reporting and resolution time described above.
Claim count information for assumed reinsurance coverage written by Syndicate 1729 is not meaningful in many instances. Certain reinsurance contracts provide aggregate coverage for loss events involving numerous underlying claims, resulting in a single claim count for reinsurance purposes, while other reinsurance contracts provide individual per-claim coverage. Still others may provide aggregate stop loss coverage based on the total losses or loss ratio of a class of business. As a result, claim count information is not included in the Lloyd’s Syndicate 1729 Casualty and Lloyd’s Syndicate 1729 Property Reinsurance tables shown below.
Syndicate 1729 writes coverage in a variety of jurisdictions and currencies, although the majority of its business is in U.S. dollars. For purposes of the tables below, ProAssurance has elected to convert losses from their original currency to U.S. dollars using the exchange rate as of the end of the current period. This provides the purest trend information with respect to loss development, since the amounts in the table are not affected by exchange rate movements. However, the amounts for prior periods shown in the tables for prior periods will not reconcile to previously-issued financial statements which used existing exchange rates at the date of the financial statement.
Lloyd's Syndicate 1729 Casualty
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,
IBNR(1)
Cumulative Number of Reported Claims(2)
2014201520162017201820192020
Accident YearUnaudited
2014$6,110 $5,812 $5,610 $5,547 $5,472 $5,432 $5,435 $333 nm
2015— $14,810 $14,510 $14,398 $14,232 $14,181 14,031 $1,156 nm
2016— — $19,535 $19,669 $19,552 $19,344 18,358 $2,511 nm
2017— — — $22,069 $21,824 $21,207 23,130 $4,502 nm
2018— — — — $18,688 $18,120 16,569 $7,181 nm
2019— — — — — $15,990 16,699 $11,190 nm
2020— — — — — — 15,258 $12,714 nm
Total$109,480 
(1) Includes expected development on reported claims
(2) The abbreviation "nm" indicates that the information is not meaningful
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceCumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)(In thousands)Year Ended December 31,
2014201520162017201820192020
Accident YearAccident YearUnaudited
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 
IBNR(1)
Cumulative Number of Reported Claims(2)
2014201520162017 
Accident YearUnaudited  
2014$6,121
$5,823
$5,620
$5,557
 $1,145
nm2014$20 $474 $4,092 $4,214 $4,320 $4,580 $4,852 
2015
$14,859
$14,557
14,445
 $2,981
nm2015— $724 $6,307 $10,313 $10,947 $11,654 12,104 
2016

$19,622
19,756
 $8,248
nm2016— — $2,495 $8,441 $12,869 $13,596 14,436 
2017


22,056
 $16,083
nm2017— — — $2,611 $8,301 $12,871 14,990 
20182018— — — — $1,852 $4,905 6,710 
20192019— — — — — $1,124 2,831 
20202020— — — — — — 1,982 
Total $61,814
   Total57,905 
(1) Includes expected development on reported claims
(2) The abbreviation "nm" indicates that the information is not meaningful
All outstanding liabilities before 2014, net of reinsuranceAll outstanding liabilities before 2014, net of reinsurance0 
Liabilities for losses and loss adjustment expenses, net of reinsuranceLiabilities for losses and loss adjustment expenses, net of reinsurance$51,575 

Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2014201520162017
Accident YearUnaudited 
2014$20
$476
$4,103
$4,227
2015
$726
$6,316
10,331
2016

$2,502
8,460
2017


2,615
Total   25,633
     
All outstanding liabilities before 2014, net of reinsurance
Liabilities for losses and loss adjustment expenses, net of reinsurance$36,181
175


172

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Lloyd's Syndicate 1729 Property Insurance
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,
IBNR(1)
Cumulative Number of Reported Claims
2014201520162017201820192020
Accident YearUnaudited
2014$890 $1,089 $888 $864 $866 $831 $882 $68 
2015— $5,519 $5,917 $6,194 $6,159 $5,886 5,215 $61 538 
2016— — $11,896 $12,984 $12,823 $12,475 12,835 $152 1,467 
2017— — — $15,018 $17,634 $19,976 19,866 $275 2,686 
2018— — — — $20,636 $21,888 21,903 $307 3,612 
2019— — — — — $18,010 19,664 $983 4,122 
2020— — — — — — 18,456��$3,411 2,848 
Total$98,821 
(1) Includes expected development on reported claims
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceCumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)(In thousands)Year Ended December 31,
2014201520162017201820192020
Accident YearAccident YearUnaudited
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 IBNR*Cumulative Number of Reported Claims
2014201520162017 
Accident YearUnaudited  
2014$892
$1,091
$890
$866
 $1,145
118
2014$267 $1,005 $836 $854 $857 $860 $860 
2015
$5,540
$5,940
6,221
 $2,981
893
2015— $3,165 $4,022 $4,808 $4,869 $5,018 5,117 
2016

$11,942
13,223
 $8,248
2,268
2016— — $7,751 $10,939 $12,343 $12,400 12,623 
2017


15,005
 $16,083
2,723
2017— — — $8,221 $16,439 $19,404 20,097 
20182018— — — — $9,918 $17,248 19,769 
20192019— — — — — $5,575 11,643 
20202020— — — — — — 7,361 
Total $35,315
   Total77,470 
* Includes expected development on reported claims
All outstanding liabilities before 2014, net of reinsuranceAll outstanding liabilities before 2014, net of reinsurance0 
Liabilities for losses and loss adjustment expenses, net of reinsuranceLiabilities for losses and loss adjustment expenses, net of reinsurance$21,351 

Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2014201520162017
Accident YearUnaudited 
2014$267
$1,007
$838
$856
2015
$3,172
$4,032
4,822
2016

$7,769
11,219
2017


7,996
Total   $24,893
     
All outstanding liabilities before 2014, net of reinsurance
Liabilities for losses and loss adjustment expenses, net of reinsurance$10,422
176


173

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Lloyd's Syndicate 1729 Property Reinsurance
Incurred Claims and Allocated Claim Adjustment Expenses, Net of ReinsuranceDecember 31, 2020
($ in thousands)Year Ended December 31,
IBNR(1)
Cumulative Number of Reported Claims (2)
2014201520162017201820192020
Accident YearUnaudited
2014$831 $929 $989 $989 $1,125 $1,120 $1,112 $nm
2015— $2,788 $2,825 $2,275 $2,328 $2,377 2,455 $59 nm
2016— — $4,497 $4,050 $3,368 $2,832 2,498 $98 nm
2017— — — $6,861 $7,832 $6,868 7,947 $44 nm
2018— — — — $8,840 $6,398 2,887 $590 nm
2019— — — — — $10,977 13,333 $1,704 nm
2020— — — — — — 8,400 $3,032 nm
Total$38,632 
(1) Includes expected development on reported claims
(2) The abbreviation "nm" indicates that the information is not meaningful
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31,
2014201520162017201820192020
Accident YearUnaudited
2014$79 $917 $984 $984 $1,125 $1,120 $1,112 
2015— $1,313 $1,804 $1,996 $2,234 $2,267 2,303 
2016— — $613 $1,667 $2,136 $2,192 2,215 
2017— — — $4,147 $7,300 $8,947 7,563 
2018— — — — $547 $1,644 1,663 
2019— — — — — $4,974 8,575 
2020— — — — — — 3,931 
Total27,362 
All outstanding liabilities before 2014, net of reinsurance0 
Liabilities for losses and loss adjustment expenses, net of reinsurance$11,270 
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
Years12345678910
Unaudited
Syndicate 1729 Casualty3.2 %17.5 %24.5 %18.4 %11.9 %8.5 %5.8 %3.7 %2.0 %0.3 %
Syndicate 1729 Property Insurance33.5 %58.9 %7.7 %%%%%%%%
Syndicate 1729 Property Reinsurance37.8 %49.1 %13.0 %0.1 %%%%%%%

Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance December 31, 2017
($ in thousands)Year Ended December 31 
IBNR(1)
Cumulative Number of Reported Claims (2)
 2014201520162017 
Accident YearUnaudited  
2014$836
$934
$995
$994
 $(1)nm
2015
$2,803
$2,840
2,287
 $(186)nm
2016

$4,517
4,063
 $1,873
nm
2017


6,888
 $2,073
nm
Total   $14,232
   
(1) Includes expected development on reported claims
(2) The abbreviation "nm" indicates that the information is not meaningful
177
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
(In thousands)Year Ended December 31
 2014201520162017
Accident YearUnaudited 
2014$79
$920
$988
$988
2015
$1,324
$1,819
2,013
2016

$617
1,689
2017


4,158
Total   8,848
     
All outstanding liabilities before 2014, net of reinsurance
Liabilities for losses and loss adjustment expenses, net of reinsurance$5,384
Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance
 
Years12345678910
 Unaudited
Lloyd's Syndicate Casualty24.7%49.4%16.7%6.0%2.0%0.4%0.4%—%—%—%
Lloyd's Syndicate Property Insurance80.8%15.5%2.5%0.6%0.3%0.1%0.1%—%—%—%
Lloyd's Syndicate Property Reinsurance78.6%16.4%2.8%1.6%0.4%0.2%0.1%—%—%—%


174

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Below is a reconciliation of the claims development information to the Consolidated Balance Sheet:
(In thousands)December 31, 2020
Net outstanding liabilities
Healthcare Professional Liability claims-made$1,207,246
Healthcare Professional Liability occurrence215,920
Medical Technology Liability claims-made31,207
Workers' Compensation Insurance151,809
Segregated Portfolio Cell Reinsurance - workers' compensation53,704
Syndicate 1729 casualty51,575
Syndicate 1729 property insurance21,351
Syndicate 1729 property reinsurance11,270
Other short-duration lines94,621
Liabilities for losses and loss adjustment expenses, net of reinsurance1,838,703
Reinsurance recoverable on unpaid losses
Healthcare Professional Liability claims-made190,378
Healthcare Professional Liability occurrence43,241
Medical Technology Liability claims-made30,701
Workers' Compensation Insurance50,809
Segregated Portfolio Cell Reinsurance - Workers' Compensation25,182
Syndicate 1729 casualty6,902
Syndicate 1729 property insurance9,344
Syndicate 1729 property reinsurance8,689
Other short-duration lines19,841
Total reinsurance recoverable on unpaid losses and loss adjustment expenses385,087
Reserve for the future utilization of the DDR benefit74,200
Unallocated loss adjustment expenses111,827
Loss portfolio transfers (1)
7,883
Other(521)
193,389
Gross liability for losses and loss adjustment expenses$2,417,179
(1) Represents the reserve for retroactive coverages, net of any applicable deferred gains, related to the loss portfolio transfers entered into during 2019 and 2018.


178
(In thousands)December 31, 2017
Net outstanding liabilities 
Healthcare professional liability claims-made$979,751
Healthcare professional liability occurrence176,653
Medical technology liability claims-made40,770
Workers' compensation193,535
Lloyd's syndicate casualty36,181
Lloyd's syndicate property insurance10,422
Lloyd's syndicate property reinsurance5,384
Other short-duration lines92,212
Liabilities for losses and loss adjustment expenses, net of reinsurance1,534,908
  
Reinsurance recoverable on unpaid losses 
Healthcare professional liability claims-made140,159
Healthcare professional liability occurrence25,960
Medical technology liability claims-made44,458
Workers' compensation79,800
Lloyd's syndicate casualty
Lloyd's syndicate property insurance13,889
Lloyd's syndicate property reinsurance20,670
Other short-duration lines10,649
Total reinsurance recoverable on unpaid losses and loss adjustment expenses335,585
  
Reserve for the future utilization of the DDR benefit75,400
Unallocated loss adjustment expenses106,531
Purchase accounting3,102
Other(7,145)
 177,888
Gross liability for losses and loss adjustment expenses$2,048,381

ProAssurance Corporation and Subsidiaries
8.Notes to Consolidated Financial Statements
December 31, 2020
9. Commitments and Contingencies
ProAssurance is involved in various legal actions related to insurance policies and claims handling including, but not limited to, claims asserted by policyholders. These types of legal actions arise in the Company’sCompany's ordinary course of business and, in accordance with GAAP for insurance entities, are considered as a part of the Company’sCompany's loss reserving process, which is described in detail under the heading "Losses and Loss Adjustment Expenses”Expenses" in the Accounting Policies section ofin Note 1.
ProAssurance also has funding commitments primarilyother direct actions against the Company unrelated to its claims activity which are evaluated and accounted for as a part of other liabilities. For these corporate legal actions, the Company evaluates each case separately and establishes what it believes is an appropriate reserve based on GAAP guidance related to non-public investment entities totaling approximately $164.6 million. Of these funding commitments, $1.2 million is related to qualified affordable housing project tax credit investments and is expected to be paid as follows: $0.3 million in 2018, $0.3 million in 2019 andcontingent liabilities. As of December 31, 2020 combined, $0.5 million in 2021 and 2022 combined and $0.1 million thereafter.there were no material reserves established for corporate legal actions.
As a member of Lloyd's, ProAssurance is requiredhas obligations to provide capital to support its Lloyd's Syndicates through 2022 of up to $200.0 million, referred to as FAL. At December 31, 2017, ProAssuranceSyndicate 1729 and Syndicate 6131 including a Syndicate Credit Agreement and FAL requirements. The Syndicate Credit Agreement is satisfying the FAL requirement with investment securities on deposit with Lloyd's with a carrying value of $123.9 million (see Note 3).
ProAssurance has issued an unconditional revolving credit agreement to the Premium Trust Fund of Syndicate 1729 for the purpose of providing working capital. Permittedcapital with maximum permitted borrowings are £20.0of £30.0 million under an amended(approximately $41.0 million at December 31, 2020). The Syndicate Credit Agreement executed in April 2016.has a maturity date of December 31, 2021 and contains an annual auto-renewal feature which allows for ProAssurance to elect to non-renew if notice is given at least 30 days prior to the next auto-renewal date, which is one year prior to the maturity date. Under the amended Syndicate Credit Agreement, advances bear interest at 3.8% annually and may be repaid at any time but are repayable upon demand after December 31, 2019.2021, subject to extension through the auto-renewal feature. As of December 31, 2017,2020, there were no outstanding borrowings under the unusedSyndicate Credit Agreement. ProAssurance provides FAL to support underwriting by Syndicate 1729 and Syndicate 6131 and is comprised of investment securities and cash and cash equivalents deposited with Lloyd's with a total fair value of approximately $106.2 million at December 31, 2020 (see Note 3). During 2020, ProAssurance received a return of approximately $32.3 million of cash and cash equivalents from its FAL balances given the Company's reduced participation in the results of Syndicate 1729 for the 2020 underwriting year to 29% from 61%.

ProAssurance has entered into financial instrument transactions that may present off-balance sheet credit risk or market risk. These transactions include a short-term loan commitment and commitments to provide funding to non-public investment entities. Under the short-term loan commitment, ProAssurance has agreed to advance funds on a 30 day basis to a counterparty provided there is no violation of any condition established in the contract. As of December 31, 2020, ProAssurance had total funding commitments related to non-public investment entities as well as the short-term loan commitment of approximately $196.7 million which included the amount at risk if the full short-term loan is extended and the counterparties default. However, the credit risk associated with the short-term loan commitment is minimal as the counterparties to the contract are highly rated commercial institutions and to-date have been performing in accordance with their contractual obligations. Of these total funding commitments, $0.7 million is related to qualified affordable housing project tax credit investments and is expected to be paid as follows: $0.3 million in 2021, $0.3 million in 2022 and 2023 combined and $0.1 million in 2024 and 2025 combined. ProAssurance’s expected credit losses associated with this short-term loan commitment were nominal in amount as of December 31, 2020.
In October 2018, ProAssurance entered into an agreement with a company for a minimum commitment of two years to provide data analytics services for certain product lines within the Company's HCPL book of business. In October 2020, ProAssurance executed an amendment to this agreement which extended the commitment an additional one year for an annual fee of approximately $2.4 million and additional variable quarterly incentive fees based on service utilization metrics prescribed in the contract. In addition, the amended agreement includes an optional three-month extension feature if notice is given at least 30 days prior to the end of the contract. ProAssurance incurred operating expenses associated with this agreement of $4.3 million and $4.9 million for the years ended December 31, 2020 and 2019, respectively. As of December 31, 2020, the remaining commitment under this agreement was estimated to be approximately $1.8 million, which includes estimated variable quarterly incentive fees.
ProAssurance has entered into a definitive agreement to acquire NORCAL, an underwriter of medical professional liability insurance, subject to the demutualization of NORCAL Mutual, NORCAL's ultimate controlling party. Upon satisfaction of the various remaining regulatory approvals required, both companies are anticipating to close the transaction in the second quarter of 2021. Subject to NORCAL’s conversion from a mutual company to a stock company, ProAssurance has agreed to acquire 100% of the converted company stock in exchange for base consideration of $450 million and contingent consideration of up to an additional $150 million depending on the development of NORCAL’s ultimate losses over a three-year period following the acquisition date. The actual final cost of the transaction could vary due to the ability of NORCAL’s policyholders to elect forms of consideration other than stock in the demutualization transaction as provided by California law. Those alternative consideration options are tied to an appraised value of NORCAL as determined by the California insurance regulator rather than the price per share ProAssurance has agreed to pay for 100% of NORCAL assuming that all policyholders elect to receive stock. Further, the transaction is subject to a number of closing conditions, including a maximum


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December 31, 20172020

threshold for one of the alternative forms of consideration in the demutualization, a minimum threshold for the number of NORCAL shares tendered to ProAssurance, and various required regulatory approvals. The Agreement and Plan of Acquisition is included as Exhibit 10.19 of this report.
commitment under the Syndicate Credit Agreement approximated £6.0 million (approximately $8.1 million as

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Notes to Consolidated Financial Statements
December 31, 2017).2020
10. Leases
ProAssurance is involved in a number of operating leases primarily for office spacefacilities. Office facility leases have remaining lease terms ranging from one year to eleven years; some of which include options to extend the leases for up to fifteen years, and some of which include an option to terminate the lease within one year. ProAssurance subleases certain office equipment. facilities to third parties and classifies these leases as operating leases.
The following table provides a summary of the components of net lease expense as well as the reporting location in the Consolidated Statements of Income and Comprehensive Income for the years ended December 31, 2020 and 2019.
(In thousands)Location in the Consolidated Statements of Income and Comprehensive IncomeYear Ended December 31
20202019
Operating lease expense (1)
Operating expense$4,355 $4,485 
Sublease income (2)
Other income(143)(152)
Net lease expense$4,212 $4,333 
(1) Includes short-term lease costs and variable lease costs, if applicable. For the years ended December 31, 2020 and 2019, no short-term lease costs were recognized and variable lease costs were nominal in amount.
(2) Sublease income excludes rental income from owned properties of $2.5 million during each of the years ended December 31, 2020 and 2019, which is included in other income. See “Item 2. Properties” for a listing of currently owned properties.
The following table provides supplemental lease information for operating leases on the Consolidated Balance Sheet as of December 31, 2020 and December 31, 2019.
Year Ended December 31
($ in thousands)20202019
Operating lease ROU assets$19,013 $21,074 
Operating lease liabilities$20,116 $22,051 
Weighted-average remaining lease term8.31 years8.74 years
Weighted-average discount rate2.97 %3.08 %
The following table provides supplemental lease information for the Consolidated Statements of Cash Flows for the years ended December 31, 2020 and 2019.
Year Ended December 31
(In thousands)20202019
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash flows from operating leases$127 $976 

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Notes to Consolidated Financial Statements
December 31, 2020
The following table is a schedule of remaining future minimum lease payments for operating leases that had an initial or remaining non-cancelablenon-cancellable lease termsterm in excess of one year as of December 31, 2017.2020.
(In thousands)
2021$4,145 
20223,306 
20232,608 
20242,026 
20251,783 
Thereafter8,875 
Total future minimum lease payments22,743 
Less: Imputed interest2,627 
Total operating lease liabilities$20,116 

Operating Leases
(In thousands)
2018$5,021
20194,508
20203,777
20213,353
20222,530
Thereafter9,212
Total minimum lease payments$28,401
ProAssurance incurred rent expense of $6.7 million, $5.9 million and $5.1 million in the years ended December 31, 2017, 2016 and 2015, respectively.
9.11. Debt
ProAssurance’s outstanding debt consisted of the following:
(In thousands)December 31,
2017
 December 31,
2016
Senior Notes due 2023, unsecured, interest at 5.3% annually$250,000
 $250,000
Revolving Credit Agreement, outstanding borrowings are fully secured, see Note 3, and carried at a weighted average interest rate of 1.91% and 1.35%, respectively. The interest rate on the borrowings is set at the time the respective borrowing is initiated or renewed. The current borrowings can be repaid or renewed in the first quarter of 2018. If renewed, the interest rate will be reset.123,000
 200,000
Mortgage Loans, outstanding borrowings are secured by first priority liens on two office buildings, and bear an interest rate of three-month LIBOR plus 1.325% (2.86% at December 31, 2017) determined on a quarterly basis.40,460
 
Total principal$413,460
 $450,000
Less debt issuance costs1,649
 1,798
Debt less debt issuance costs$411,811
 $448,202
(In thousands)December 31,
2020
December 31,
2019
Senior Notes due 2023, unsecured, interest at 5.3% annually$250,000 $250,000 
Mortgage Loans, outstanding borrowings are secured by first priority liens on two office buildings, and bear an interest rate of three-month LIBOR plus 1.325% (1.58% and 3.21%, respectively) determined on a quarterly basis.36,113 37,617 
Total principal286,113 287,617 
Less unamortized debt issuance costs1,400 1,796 
Debt less unamortized debt issuance costs$284,713 $285,821 
Senior Notes due 2023 (the Senior Notes)
The Senior Notes are the unsecured obligations of ProAssurance Corporation, due in full in November 2023, unless redeemed sooner, with interest payable semiannually. Redemptions may be made prior to maturity, in whole or part, at the greater of par or the sum of the present values of the outstanding principal and remaining interest payments calculated at 40 basis points0.4% above the then current rate for U.S. Treasury Notes with a term comparable to the remaining term of the Senior Notes. There are no financial covenants associated with the Senior Notes.
Mortgage Loans
During 2017, two of ProAssurance's subsidiaries each entered into ten-year mortgage loans collectively totaling $40.5 million (Mortgage Loans) with one lender in connection with the recapitalization of two office buildings. The Mortgage Loans, which mature in December 2027, accrue interest at three-month LIBOR plus 1.325% with principal and interest payable on a quarterly basis. To manage the Company's exposure to increases in LIBOR on the Mortgage Loans, ProAssurance entered into an interest rate cap agreement with a notional amount of $35 million. Per the interest rate cap agreement, the Company is entitled to receive cash payments if and when the three-month LIBOR exceeds 2.35%. Additional information on the Company's derivative instruments is provided in Note 2.
The Mortgage Loans contain customary representations, covenants and events constituting default, and remedies for default. Additionally, the Mortgage Loans carry the following financial covenant:
(1)    Each of the two ProAssurance subsidiaries are not permitted to have a leverage ratio of consolidated funded debt (principally, obligations for borrowed money, obligations for deferred purchase price of property or services, obligations evidenced by notes, bonds, debentures, standby and commercial letters of credit and contingent obligations of the subsidiary) to consolidated total capitalization (principally, SAP consolidated net worth plus consolidated funded debt of the subsidiary) greater than 0.35, determined at the end of each fiscal quarter.

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Notes to Consolidated Financial Statements
December 31, 2020
At December 31, 2020, contractual maturities of the Mortgages Loans for each of the next five years, excluding interest payments, are as follows:
(In thousands)Principal Payments Due by Period
2021$1,559 
20221,617 
20231,677 
20241,740 
20251,805 
Thereafter27,715 
Total principal payments$36,113 
Revolving Credit Agreement
ProAssurance has entered into a Revolving Credit Agreement with seven7 participating lenders with an expiration datelenders. The Revolving Credit Agreement, which expires November 2024, may be used for general corporate purposes, including, but not limited to, short-term working capital, share repurchases as authorized by the Board and support for other activities. ProAssurance's Revolving Credit Agreement permits borrowings up to $250 million, and has available a $50 million accordion feature which, if successfully subscribed, would expand the permitted borrowings to a maximum of June 2020.$300 million. The Revolving Credit Agreement permits ProAssurance to borrow, repay and reborrow from the lenders during the term of the Revolving Credit Agreement; aggregate outstanding borrowings are not permitted to exceed $250 million at any time, which includes $50 million made available for use, if subscribed successfully, under an accordion feature.Agreement. All borrowings are required to be repaid prior to the expiration date of the Revolving Credit Agreement. ProAssurance is required to pay a commitment fee, ranging from 12.50.15% to 25 basis points0.30% based on ProAssurance’s credit ratings, on the average unused portion of the credit line during the term of the Revolving Credit Agreement. Borrowings under the Revolving Credit Agreement may be


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December 31, 2017

secured or unsecured and accrue interest at a selected base rate, adjusted by a margin, which can vary from 00% to 163 basis points,1.88%, based on ProAssurance’s credit ratings and whether the borrowing is secured or unsecured. The base rate selected may either be the current one-, three- or six-month LIBOR, with the LIBOR term selected fixing the interest period for which the rate is effective. If no selection is made, the base rate defaults to the highest of (1) the Prime rate, (2) the Federal Funds rate plus 50 basis points0.5% or (3) the one monthone-month LIBOR plus 100 basis points,1.0%, determined daily. Rates are reset each successive interest period until the borrowing is repaid.
The Revolving Credit Agreement contains customary representations, covenants and events constituting default, and remedies for default. Additionally, the Revolving Credit Agreement carries the following financial covenants:
(1)ProAssurance is not permitted to have a leverage ratio of Consolidated Funded Indebtedness (principally, obligations for borrowed money, obligations evidenced by instruments such as notes or acceptances, standby and commercial Letters of Credit, and contingent obligations) to Consolidated Total Capitalization (principally, total non-trade liabilities on a consolidated basis plus consolidated shareholders’ equity, exclusive of AOCI) greater than 0.35 to 1.0, determined at the end of each fiscal quarter.
(2)
ProAssurance is required to maintain a minimum net worth, excluding AOCI, of at least $1.3 billion.
(1)ProAssurance is not permitted to have a leverage ratio of consolidated funded indebtedness (principally, obligations for borrowed money, obligations evidenced by instruments such as notes or acceptances, standby and commercial letters of credit, and contingent obligations) to consolidated total capitalization (principally, total non-trade liabilities on a consolidated basis plus consolidated shareholders’ equity, exclusive of AOCI) greater than 0.35 to 1.0, determined at the end of each fiscal quarter.
(2)ProAssurance is required to maintain a minimum net worth, excluding AOCI, of at least $1.0 billion.
Funds borrowed under the terms of the Revolving Credit Agreement will be used for general corporate purposes, including, but not limited to, use as short-term working capital, funding for share repurchases as authorized by the Board and for support offor other activities, ProAssurance enters into insuch as the normal courseplanned acquisition of business.
Mortgage Loans
During the fourth quarter of 2017, two of ProAssurance's subsidiaries each entered into ten-year mortgage loans collectively totaling $40.5 million (Mortgage Loans) with one lender in connection with the recapitalization of two office buildings. The Mortgage Loans, which mature in December 2027, accrue interest at three-month LIBOR plus 132.5 basis points with principal and interest payable on a quarterly basis. To manage the Company's exposure to increases in LIBOR on the Mortgage Loans, ProAssurance entered into an interest rate cap agreement with a notional amount of $35.0 million. Per the interest rate cap agreement, the Company is entitled to receive cash payments if and when the three-month LIBOR exceeds 235 basis points. Additional information on the Company's derivative instruments is provided inNORCAL (see Note 10.
The Mortgage Loans contain customary representations, covenants and events constituting default, and remedies for default. Additionally, the Mortgage Loans carry the following financial covenant:
(1)Each of the two ProAssurance subsidiaries are not permitted to have a leverage ratio of Consolidated Funded Debt (principally, obligations for borrowed money, obligations for deferred purchase price of property or services, obligations evidenced by notes, bonds, debentures, standby and commercial Letters of Credit and contingent obligations of the subsidiary) to Consolidated Total Capitalization (principally, SAP Consolidated Net Worth plus Consolidated Funded Debt of the subsidiary) greater than 0.35, determined at the end of each fiscal quarter.
At December 31, 2017, contractual maturities of the Mortgages Loans for each of the next five years, excluding interest payments, are as follows:
 (In thousands)Principal Payments Due by Period
 
 2018$1,396
 20191,448
 20201,503
 20211,559
 20221,617
 Thereafter32,937
 Total principal payments$40,460
9).
Covenant Compliance
ProAssurance is currently in compliance with all covenants.

10. Derivatives183
ProAssurance is exposed to certain risks relating to its ongoing business and investment activities. ProAssurance utilizes derivative instruments as part of its risk management strategy to reduce the market risk related to fluctuations in future interest rates associated with certain of its variable-rate debt. As of December 31, 2017, ProAssurance has not designated any derivative instruments as hedging instruments and does not use derivative instruments for trading purposes.
During the fourth quarter of 2017, ProAssurance entered into an interest rate cap agreement with the objective of reducing the Company's exposure to interest rate risk related to its variable-rate Mortgage Loans. Additional information regarding the Company's Mortgage Loans is provided in Note 9. Under the terms of the interest rate cap agreement, ProAssurance paid a premium of $2 million for the right to receive cash payments based upon a notional amount of $35 million if and when the three-month LIBOR rises above 235 basis points. The Company's variable-rate Mortgage Loans bear an interest rate of three-month LIBOR plus 132.5 basis points. Therefore, this derivative instrument is effectively ensuring the interest rate related to the Mortgage Loans is capped at a maximum of 367.5 basis points until expiration of the interest rate cap agreement in October 2027. ProAssurance has designated the interest rate cap as an economic hedge (non-hedging instrument) of interest rate exposure and any change in fair value of the derivative is immediately recognized in earnings during the period of change.
The following table provides a summary of the volume and fair value position of the interest rate cap as well as the reporting location in the Consolidated Balance Sheets as of December 31, 2017 and 2016.
($ in thousands)December 31, 2017 December 31, 2016
Derivatives Not Designated as Hedging InstrumentsLocation in the Consolidated Balance SheetsNumber of Instruments
Notional Amount (1)
Estimated Fair Value (2)
 Number of Instruments
Notional Amount (1)
Estimated Fair Value (2)
Interest Rate CapOther assets1$35,000
$1,731
 $
$
(1) Volume is represented by the derivative instrument's notional amount.
(2) Additional information regarding the fair value of the Company's interest rate cap is provided in Note 2.
The following table presents the pre-tax impact of the change in the fair value of the interest rate cap and the reporting location in the Consolidated Statements of Income and Comprehensive Income for the years ended December 31, 2017, 2016 and 2015.
 Gains (Losses) Recognized in Income on Derivatives
(In thousands)Year Ended December 31
Derivatives Not Designated as Hedging InstrumentsLocation in the Consolidated Statements of Income and Comprehensive Income2017 2016 2015
Interest Rate CapInterest expense$(339) $
 $
As a result of this derivative instrument, ProAssurance is exposed to risk that the counterparty will fail to meet their contractual obligations. To mitigate this counterparty credit risk, ProAssurance only enters into derivative contracts with carefully selected major financial institutions based upon their credit ratings and monitors their creditworthiness. As of December 31, 2017, the counterparty had an investment grade rating of BBB- and has performed in accordance with their contractual obligations.


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December 31, 20172020

11.12. Shareholders’ Equity
At December 31, 20172020 and 2016,2019, ProAssurance had 100 million shares of authorized common stock and 50 million shares of authorized preferred stock. The Board has the authority to determine provisions for the issuance of preferred shares, including the number of shares to be issued, the designations, powers, preferences and rights, and the qualifications, limitations or restrictions of such shares. To date, the Board has not approved the issuance of preferred stock.
The following is a summary of changes in common shares issued and outstanding during the years ended December 31, 2017, 20162020, 2019 and 2015:2018:
(In thousands)202020192018
Issued and outstanding shares - January 153,792 53,637 53,457 
Shares issued due to vesting of share-based compensation awards54 132 135 
Other shares issued for compensation and shares reissued to stock purchase plan*
47 23 45 
Issued and outstanding shares - December 3153,893 53,792 53,637 
* Shares issued were valued at fair value (the market price of a ProAssurance common share on the date of issue).
(In thousands)2017 2016 2015
Issued and outstanding shares - January 153,251
 53,101
 56,534
Repurchase of shares, at cost of $2 million and $170 million for 2016 and 2015, respectively
 (44) (3,680)
Shares issued due to exercise of options and vesting of share-based compensation awards132
 108
 150
Other shares issued for compensation and shares reissued to stock purchase plan*
74
 86
 97
Issued and outstanding shares - December 3153,457
 53,251
 53,101
* Shares issued were valued at fair value (the market price of a ProAssurance common share on the date of issue).
As of December 31, 2017,2020, approximately 2.11.6 million of ProAssurance's authorized common shares were reserved by the Board for award or issuance under the incentive compensation plans described in Note 1213 and an additional 0.60.5 million of authorized common shares were reserved for the issuance of currently outstanding restricted share and performance share unit awards.
ProAssurance declared cash dividends during 2017, 20162020, 2019 and 20152018 as follows:
  Cash Dividends Declared, per Share
  2017 2016 2015
First Quarter $0.31
 $0.31
 $0.31
Second Quarter $0.31
 $0.31
 $0.31
Third Quarter $0.31
 $0.31
 $0.31
Fourth Quarter* $5.00
 $5.00
 $1.31
* Includes special dividends of $4.69 per share in both 2017 and 2016 and $1.00 per share in 2015.
Cash Dividends Declared, per Share
202020192018
First Quarter$0.31 $0.31 $0.31 
Second Quarter$0.05 $0.31 $0.31 
Third Quarter$0.05 $0.31 $0.31 
Fourth Quarter$0.05 $0.31 $0.31 
Fourth Quarter - Special dividend$0 $$0.50 
Quarterly dividends were paid in the month following the quarter in which they were declared. Dividends declared during 2017, 20162020, 2019 and 20152018 totaled $316.9$24.8 million, $315.0$66.7 million and $119.9$94.3 million, respectively.
ProAssurance's ability to pay dividends to its shareholders is limited by its holding company structure, to the extent of the net assets held by its insurance subsidiaries, as discussed in Note 17.18. Otherwise, there are no other regulatory restrictions on ProAssurance's retained earnings or net income that materially impact its ability to pay dividends. Based on shareholders' equity at December 31, 2017,2020, total equity of $239.1$266.6 million was free of debt covenant restrictions regarding the payment of dividends. However, any decision to pay future cash dividends is subject to the Board’s final determination after a comprehensive review of financial performance, future expectations and other factors deemed relevant by the Board.
As of December 31, 2017,2020, Board authorizations for the repurchase of common shares or the retirement of outstanding debt of $109.6$109.6 million remained available for use. The timing and quantity of purchases depends upon market conditions and changes in ProAssurance's capital requirements and is subject to limitations that may be imposed on such purchases by applicable securities laws and regulations as well as the rules of the NYSE.
Other Comprehensive Income (Loss) and Accumulated Other Comprehensive Income (Loss)
ForThe following tables provide a detailed breakout of the years ended December 31, 2017, 2016components of AOCI and 2015, OCI was primarily comprisedthe amounts reclassified from AOCI to net income (loss). The tax effects of all amounts in the tables below, except for an immaterial amount of unrealized gains and losses including non-credit impairment losses, arising during the period related toon available-for-sale securities less reclassification adjustments as shown inheld at the table that follows, netCompany's U.K. subsidiary, were computed using the enacted U.S. federal corporate tax rate of tax.21%. For the years ended December 31, 2020 and 2019, OCI included a deferred tax expense of $9.6 million and $14.2 million, respectively, and a deferred tax benefit of $9.6 million for the year ended December 31, 2016, OCI included $1.0 million of unrecognized losses reclassified to earnings, net of tax, due to the termination of one of the defined benefit plans assumed in the Eastern acquisition. The remaining plan is frozen as to the earnings of additional benefits, and the unrecognized plan benefit

2018.


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Notes to Consolidated Financial Statements
December 31, 20172020

liability is reestimated annually. ForThe changes in the yearbalance of each component of AOCI for the years ended December 31, 2015, OCI included a loss of $1.0 million, net of tax, related to unrecognized changes from the reestimation of both the defined benefit plan liabilities.
At December 31, 20172020, 2019 and 2016, AOCI was primarily comprised of unrealized gains and losses from available-for-sale securities, including accumulated non-credit impairments recognized through OCI of $0.5 million and $0.3 million, respectively, net of tax. During 2016, as discussed above, one of the defined benefit plans assumed in the Eastern acquisition was terminated and the related unrecognized losses were reclassified from AOCI to earnings (see following table). At December 31, 2017 and 2016, unrecognized changes in the remaining defined benefit plan liability were nominal in amount. All tax effects were computed using a 35% rate, with the exception of unrealized gains and losses on available for sale securities held at our U.K. and Cayman Island entities which were immaterial in amount.
Amounts reclassified from AOCI to net income and the amounts of deferred tax expense (benefit) included in OCI2018 were as follows:
(In thousands)Unrealized Investment Gains (Losses)Non-credit Impairments
Unrecognized Change in Defined Benefit Plan Liabilities(1)
Accumulated Other Comprehensive Income (Loss)
Balance December 31, 2019$37,333 $(300)$(78)$36,955 
OCI, before reclassifications, net of tax46,383 (187)(26)46,170 
Amounts reclassified from AOCI, net of tax(8,328)430 (7,898)
Net OCI, current period38,055 243 (26)38,272 
Balance December 31, 2020$75,388 $(57)$(104)$75,227 
(In thousands)Unrealized Investment Gains (Losses)Non-credit Impairments
Unrecognized Change in Defined Benefit Plan Liabilities(1)
Accumulated Other Comprehensive Income (Loss)
Balance December 31, 2018$(16,733)$(121)$(57)$(16,911)
OCI, before reclassifications, net of tax56,041 (179)(21)55,841 
Amounts reclassified from AOCI, net of tax(1,975)(1,975)
Net OCI, current period54,066 (179)(21)53,866 
Balance December 31, 2019$37,333 $(300)$(78)$36,955 
(In thousands)Unrealized Investment Gains (Losses)Non-credit Impairments
Unrecognized Change in Defined Benefit Plan Liabilities(1)
Accumulated Other Comprehensive Income (Loss)
Balance December 31, 2017$15,453 $(503)$(39)$14,911 
Cumulative-effect adjustment(2)
3,524 (108)3,416 
OCI, before reclassifications, net of tax(35,494)(18)(35,512)
Amounts reclassified from AOCI, net of tax(216)490 274 
Net OCI, current period(35,710)490 (18)(35,238)
Balance December 31, 2018$(16,733)$(121)$(57)$(16,911)
(1) Represents the reestimation of the defined benefit plan liability assumed in the Eastern acquisition. The defined benefit plan is frozen as to the earnings of additional benefits and the benefit plan liability is reestimated annually.
(2) Due to the adoption of ASU 2018-02, ProAssurance recorded a cumulative-effect adjustment as of January 1, 2018 which increased beginning AOCI and decreased retained earnings in order to reclassify stranded tax effects that resulted from the change in enacted federal corporate tax rate from 35% to 21% as a result of the TCJA.


185
(In thousands)2017 2016 2015
Reclassifications from AOCI to net income:     
Realized investment gains (losses)$2,512
 $2,417
 $(4,475)
Non-credit impairment losses reclassified to earnings, due to sale of securities or reclassification as a credit loss(3) (3,641) (2,279)
Unrecognized losses in defined benefit plan liabilities reclassified to earnings, due to the termination and settlement of the plan
 (1,500) 
Total gains (losses) reclassified, before-tax effect2,509
 (2,724) (6,754)
Tax effect (at 35%)(878) 953
 2,364
Net reclassification adjustments$1,631
 $(1,771) $(4,390)
      
Deferred tax expense (benefit) included in OCI$(4,676) $(3,078) $(18,370)

ProAssurance Corporation and Subsidiaries
12.Notes to Consolidated Financial Statements
December 31, 2020
13. Share-Based Payments
Share-based compensation costs are primarily classified as a component of operating expense.
During 2017, 20162020, 2019 and 2015,2018, ProAssurance provided share-based compensation to employees utilizing three2 types of awards: restricted share units and performance share unitsunits. During 2019 and 2018, ProAssurance also provided share-based compensation to employees utilizing purchase match units. The restricted share and performance share awards were made under either the ProAssurance Corporation Amended and Restated 2014 Equity Incentive Plan or the ProAssurance Corporation 2008 Equity Incentive Plan. The Compensation Committee of the Board is responsible for the administration of both plans.
The following table provides a summary of compensation expense and the total related tax benefit recognized during each period as well as estimated compensation cost that will be charged to expense in future periods, by award type.periods.
 Share-Based
Compensation Expense
Unrecognized Compensation Cost
 Year Ended December 31December 31, 2020
($ in millions, except remaining recognition period)202020192018AmountWeighted Average Remaining
Recognition Period
Total share-based compensation expense$3.8 $3.5 $5.3 $4.7 2.1
Tax benefit recognized$0.8 $0.7 $1.1 
  Share-Based
Compensation Expense
 Unrecognized Compensation Cost
  Year Ended December 31 December 31, 2017
($ in millions, except remaining recognition period) 2017 2016 2015 Amount Weighted Average Remaining
Recognition Period
Restricted Share Units $4.5
 $3.7
 $2.5
 $4.8
 1.7
Performance Share Units 5.0
 7.6
 5.9
 3.6
 1.5
Purchase Match Units 1.1
 1.2
 0.8
 2.1
 2.2
Total share-based compensation expense $10.6
 $12.5
 $9.2
 $10.5
  
Tax benefit recognized $3.7
 $4.4
 $3.2
    
Each award type isThe majority of awards are equity classified awards and are charged to expense as an increase to equityadditional paid-in capital over the service period (generally the vesting period) associated with the award. However, a nominal amount of awards are liability classified awards and are recorded as a liability as they are structured to be settled in cash. As of December 31, 2020, share-based compensation expense related entirely to restricted share units. Restricted share and performance share units vest in their entirety generally at the end of a three-yearthree-year period, except for certain restricted share units granted in 2019 which will vest at the end of a five-year period, following the grant date based on a continuous service requirement and, for performance share units, achievement of a performance objective; partialobjective. Partial vesting is permitted for retirees. PurchaseAll non-vested purchase match units vestat December 31, 2018 were fully vested in the fourth quarter of 2019; previously, units vested over a three-year period based on a service requirement with partial vesting permitted for all participants. For the restricted share and purchase match units, a single share of ProAssurance common stock is issued per vested unit. For performance share units, the number of shares of ProAssurance common stock issued per vested unit varies based on


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Notes to Consolidated Financial Statements
December 31, 2017

performance goals achieved. For all types ofequity classified awards, units sufficient to satisfy required tax withholdings are paid in cash rather than in shares.shares of ProAssurance common stock. Liability classified awards, which are nominal in amount, are settled in cash at the end of the vesting period.
Restricted Share Units
Activity for restricted share units during 2017, 20162020, 2019 and 20152018 is summarized below. Grant date fair values are based on the market value of a share of ProAssurance common sharestock on the date of grant less the estimated net present value of expected dividends during the vesting period.
 202020192018
 UnitsWeighted
Average
Grant Date
Fair Value
UnitsWeighted
Average
Grant Date
Fair Value
UnitsWeighted
Average
Grant Date
Fair Value
Beginning non-vested balance320,625 $43.99 267,323 $49.16 269,520 $48.63 
Granted111,758 $29.18 164,196 $36.96 85,797 $44.73 
Forfeited(9,054)$40.13 (3,832)$45.09 (3,878)$50.07 
Vested and released(83,525)$56.74 (107,062)$46.06 (84,116)$42.90 
Ending non-vested balance339,804 $36.09 320,625 $43.99 267,323 $49.16 
  2017 2016 2015
  Units Weighted
Average
Grant Date
Fair Value
 Units Weighted
Average
Grant Date
Fair Value
 Units Weighted
Average
Grant Date
Fair Value
Beginning non-vested balance 240,149
 $44.07
 178,468
 $43.13
 136,802
 $42.03
Granted 84,565
 $58.35
 109,181
 $45.59
 91,943
 $42.79
Forfeited (4,087) $52.35
 (5,954) $43.99
 (1,342) $42.81
Vested and released (51,107) $43.01
 (41,546) $44.04
 (48,935) $39.45
Ending non-vested balance 269,520
 $48.63
 240,149
 $44.07
 178,468
 $43.13
The aggregate grant date fair value of restricted share units vested and released in 2017, 20162020, 2019 and 20152018 totaled $2.2$4.7 million,, $1.8 $4.9 million and $1.9$3.6 million, respectively. The aggregate intrinsic value of restricted share units vested and released in 2017, 20162020, 2019 and 20152018 (including units paid in cash to cover tax withholdings) totaled $3.1$2.6 million, $2.1$4.6 million and $2.3$4.1 million, respectively.

186

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
Performance Share Units
Performance share units vest only if minimum performance objectives are met, and the number of units earned varies from 50% to 200% of a base award depending upon the degree to which stated performance objectives are achieved. Performance share unit activity for 2017, 20162020, 2019 and 20152018 is summarized below. The table reflects the base number of units; actual awards that vest depend upon the extent to which performance objectives are achieved. Grant date fair values are based on the market value of a share of ProAssurance common sharestock on the date of grant less the estimated net present value of expected dividends during the vesting period.
 202020192018
 Base UnitsWeighted
Average
Grant Date
Fair Value
Base UnitsWeighted
Average
Grant Date
Fair Value
Base UnitsWeighted
Average
Grant Date
Fair Value
Beginning non-vested balance100,370 $50.10 135,202 $49.95 212,105 $47.11 
Granted38,609 $29.18 25,168 $40.18 27,202 $44.73 
Forfeited0 $0 $$
Expired*(48,000)$58.35 $$
Vested and released0 $0 (60,000)$45.59 (104,105)$42.79 
Ending non-vested balance90,979 $36.87 100,370 $50.10 135,202 $49.95 
  2017 2016 2015
  Base Units Weighted
Average
Grant Date
Fair Value
 Base Units Weighted
Average
Grant Date
Fair Value
 Base Units Weighted
Average
Grant Date
Fair Value
Beginning non-vested balance 305,240
 $43.41
 390,350
 $44.65
 466,860
 $41.96
Granted 48,000
 $58.35
 60,000
 $45.59
 106,490
 $42.79
Forfeited (227) $42.79
 (5,162) $43.02
 (2,322) $46.05
Vested and released (140,908) $42.95
 (139,948) $44.05
 (180,678) $39.58
Ending non-vested balance 212,105
 $47.11
 305,240
 $43.41
 390,350
 $44.65
*Represents performance share units that did not vest as minimum performance objectives were not achieved.
The aggregate grant date fair value of performance share units (base level) vested and released in 2017, 20162019 and 20152018 totaled $6.1$2.7 million, $6.2 and $4.5 million, respectively; there were 0 performance share units vested and $7.2 million, respectively.released in 2020 as minimum performance objectives were not achieved. The aggregate intrinsic value of performance share units (base level) vested and released in 2017, 20162019 and 20152018 (including units paid in cash to cover tax withholdings) totaled $8.7$2.6 million, $6.9 and $5.0 million, and $8.4 million, respectively. The weighted average level at which the vested units were issued was 119%, 98%95% and 115%125% during 2017, 20162019 and 2015,2018, respectively, based on performance levels achieved.


180

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

Purchase Match Units
The ProAssurance Corporation 2011 Employee Stock Ownership Plan providesprovided a purchase match unit for each share of ProAssurance common stock purchased with contributions by eligible plan participants, with participant contributions subject to a $5,000$5,000 annual limit per participant. During 2017, the ProAssurance Corporation 2011 Employee Stock Ownership Plan was discontinued and the existing non-vested purchase match units will continue to vest according towere fully vested in the vesting period.fourth quarter of 2019. Purchase match unit activity during 2017, 20162019 and 20152018 is summarized below. Grant date fair values are based on the market value of a ProAssurance common share on the date of grant less the estimated net present value of expected dividends during the vesting period.
 202020192018
 UnitsWeighted
Average
Grant Date
Fair Value
UnitsWeighted
Average
Grant Date
Fair Value
UnitsWeighted
Average
Grant Date
Fair Value
Beginning non-vested balance0 $0 44,682 $51.05 70,292 $49.40 
Granted0 $0 $$
Forfeited0 $0 (1,400)$51.47 (1,594)$50.19 
Vested and released0 $0 (43,282)$51.03 (24,016)$46.28 
Ending non-vested balance0 $0 $44,682 $51.05 
  2017 2016 2015
  Units Weighted
Average
Grant Date
Fair Value
 Units Weighted
Average
Grant Date
Fair Value
 Units Weighted
Average
Grant Date
Fair Value
Beginning non-vested balance 72,615
 $45.77
 74,483
 $42.80
 72,101
 $40.62
Granted 24,444
 $51.83
 23,903
 $50.18
 26,593
 $46.09
Forfeited (2,012) $48.29
 (2,875) $43.77
 (3,087) $41.03
Vested and released (24,755) $41.33
 (22,896) $40.88
 (21,124) $39.79
Ending non-vested balance 70,292
 $49.40
 72,615
 $45.77
 74,483
 $42.80
The aggregate grant date fair value of purchase match units vested and released in 2017, 20162019 and 20152018 totaled $1.0 million, $0.9$2.2 million and $0.8$1.1 million, respectively. The aggregate intrinsic value of purchase match share units vested and released in 2017, 20162019 and 20152018 (including units paid in cash to cover tax withholdings) totaled $1.4 million, $1.2$1.7 million and $1.0$1.1 million, respectively.
Stock Options

187

ProAssurance also had certain fully-vested employee stock options outstanding during 2016Corporation and 2015, as summarized below. ProAssurance had no options exercised during 2017 and no outstanding options at Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017 or 2016.
2020
  2017 2016 2015
  Options Weighted
Average
Exercise
Price
 Options Weighted
Average
Exercise
Price
 Options Weighted
Average
Exercise
Price
Outstanding, vested and exercisable, beginning of year 
 $
 2,114
 $25.02
 4,456
 $24.64
Exercised 
 $
 (2,114) $25.02
 (2,342) $24.13
Outstanding, vested and exercisable, end of year 
 $
 
 $
 2,114
 $25.02
The aggregate intrinsic value of options exercised totaled $0.1 million for each of the years ended December 31, 2016 and 2015. There were no cash proceeds from options exercised during the years ended December 31, 2016 or 2015.
13.14. Variable Interest Entities
ProAssurance holds passive interests in a number of entities that are considered to be VIEs under GAAP guidance. ProAssurance's VIE interests principally consist of interests in LPs/LLCs formed for the purpose of achieving diversified equity and debt returns. ProAssurance's VIE interests, carried as a part of other investments, totaled $33.9 million at December 31, 2017 and $26.9 million at December 31, 2016. ProAssurance's VIE interests, carried as a part of investment in unconsolidated subsidiaries, totaled $269.0$282.2 million at December 31, 20172020 and $282.3$309.0 million at December 31, 2016.2019.
ProAssurance does not have power over the activities that most significantly impact the economic performance of these VIEs and thus is not the primary beneficiary. Investments in entities where ProAssurance holds a greater than minor interest but does not hold a controlling interest are accounted for using the equity method. Therefore, ProAssurance has not consolidated these VIEs. ProAssurance’s involvement with each VIE is limited to its direct ownership interest in the VIE. Except for the funding commitments disclosed in Note 8,9, ProAssurance has no arrangements with any of the VIEs to provide other financial support to or on behalf of the VIE. At December 31, 2017,2020, ProAssurance’s maximum loss exposure relative to these investments was limited to the carrying value of ProAssurance’s investment in the VIE.


181

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

14.15. Earnings (Loss) Per Share
Diluted weighted average shares is calculated as basic weighted average shares plus the effect, calculated using the treasury stock method, of assuming that restricted share units, performance share units and purchase match units have vested. The following table provides a reconciliation between the Company's basic weighted average number of common shares outstanding used in the calculationto its diluted weighted average number of the Company's basic and diluted earnings per share for the years ended December 31, 2017, 2016 and 2015:common shares outstanding:
(In thousands, except per share data)Year Ended December 31
202020192018
Weighted average number of common shares outstanding, basic53,863 53,740 53,598 
Dilutive effect of securities:
Restricted Share Units42 75 70 
Performance Share Units1 10 63 
Purchase Match Units0 16 18 
Weighted average number of common shares outstanding, diluted53,906 53,841 53,749 
Effect of dilutive shares on earnings (loss) per share$0 $$
(In thousands, except per share data)Year Ended December 31
2017 2016 2015
Weighted average number of common shares outstanding, basic53,393
 53,216
 54,795
Dilutive effect of securities:     
Restricted Share Units85
 73
 52
Performance Share Units110
 135
 145
Purchase Match Units23
 24
 25
Weighted average number of common shares outstanding, diluted
53,611
 53,448
 55,017
Effect of dilutive shares on earnings per share$(0.01) $(0.01) $(0.01)
All dilutive common share equivalents are reflected in the earnings per share calculation while antidilutive common share equivalents are not reflected in the earnings per share calculation. The diluted weighted average number of common shares outstanding for the yearyears ended December 31, 20172020 and 2018 excludes approximately 7,000114,000 and 2,000, respectively, common share equivalents issuable under the Company's stock compensation plans, as their effect would be antidilutive. There were no0 antidilutive common share equivalents that were antidilutive for the yearsyear ended December 31, 2016 and 2015.2019.


Dilutive common share equivalents are reflected in the earnings (loss) per share calculation while antidilutive common share equivalents are not reflected in the earnings (loss) per share calculation. For the year ended December 31, 2020, all incremental common share equivalents were not included in the computation of diluted earnings (loss) per share because to do so would have been antidilutive.


182188

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

15.16. Segment Information
ProAssuranceProAssurance's segments are based on the Company's internal management reporting structure for which financial results are regularly evaluated by the Company's CODM to determine resource allocation and assess operating performance. The Company continually assesses its internal management reporting structure and information evaluated by its CODM to determine whether any changes have occurred that would impact its segment reporting structure. The Company operates in four5 segments that are organized around the nature of the products and services provided: Specialty P&C, Workers' Compensation Insurance, Segregated Portfolio Cell Reinsurance, Lloyd's SyndicateSyndicates and Corporate. A description of each segmentof ProAssurance's 5 operating and reportable segments follows.
Specialty P&C is primarily focused on includes professional liability insurance and medical technology liability insurance. Professional liability insurance is primarily comprised of medical professional liability products offered to healthcare providers and institutions andinstitutions. The Company also offers, to a lesser extent, professional liability insurance to attorneys and their firms. Medical technology liability insurance is offered to medical technology and life sciences companies that manufacture or distribute products including entities conducting human clinical trials. TheIn addition, the Company also offers custom alternative risk solutions including loss portfolio transfers, assumed reinsurance and captive cell programs for healthcare professional liability insureds. For the alternative market captive cell programs, the Specialty P&C segment cedes certaineither all or a portion of the premium to certain SPCs in the Lloyd's Syndicate segment under a quota share agreement with Syndicate 1729; however, this agreement was not renewed on January 1, 2018. As discussed below, the Lloyd's Syndicate segment results are typically reported on a quarter delay. For consistency purposes, results from this ceding arrangement, other than cash receipts or disbursements, have been reported within the Specialty P&C segment on the same one-quarter delay.Company's Segregated Portfolio Cell Reinsurance segment.
Workers' Compensation providesInsurance includes workers' compensation insurance products which are provided primarily to employers with 1,000 or fewer employees. The segment also offerssegment's products include guaranteed cost policies, policyholder dividend policies, retrospectively-rated policies, deductible polices and alternative market solutions whereby policies writtensolutions. Alternative market program premiums include program design, fronting, claims administration, risk management, SPC rental, asset management and SPC management services. Alternative market program premiums are 100% ceded to either SPCs in the Company's Segregated Portfolio Cell Reinsurance segment or, to a limited extent, to a captive insurersinsurer unaffiliated with ProAssuranceProAssurance.
Segregated Portfolio Cell Reinsurance includes the results (underwriting profit or toloss, plus investment results, net of U.S. federal income taxes) of SPCs operated by a wholly owned subsidiary of ProAssurance.at Inova Re and Eastern Re, the Company's Cayman Islands SPC operations. Each SPC is owned, fully or in part, by an agency, group or association. Operatingassociation, and the results (underwriting profit or loss, plus investment results reported in the Corporate segment) of the SPCs are dueattributable to the ownersparticipants of that cell. ProAssurance participates to a varying degree in the results of selected SPCs. SPC results attributable to external cell participants are reflected as SPC dividend expense (income) in the Segregated Portfolio Cell Reinsurance segment and in ProAssurance's Consolidated Statements of Income and Comprehensive Income. In addition, the Segregated Portfolio Cell Reinsurance segment includes the investment results of the SPCs as the investments are solely for the benefit of the cell participants, and investment results attributable to external cell participants are reflected in the SPC dividend expense (income). The SPCs assume workers' compensation insurance, healthcare professional liability insurance or a combination of the two from the Company's Workers' Compensation Insurance and Specialty P&C segments.
Lloyd'sSyndicateSyndicates includes operating results from ProAssurance's 58% participation in Lloyd's of London Syndicate 1729.1729 and Syndicate 1729 underwrites risks over a wide range of property and casualty insurance and reinsurance lines in both the U.S. and international markets.6131. The results of this segment are normally reported on a quarter delay,lag, except when information is available that is material to the current period. Furthermore, investment results associated with the majority of investment assets solely allocated to Lloyd's Syndicate operations and certain U.S. paid administrative expenses are reported concurrently as that information is available on an earlier time frame. BeginningSyndicate 1729 underwrites risks over a wide range of property and casualty insurance and reinsurance lines in 2018,both the Lloyd's Syndicate segment will include the operating results of a newly formed SPA,U.S. and international markets while Syndicate 6131 which will focusfocuses on contingency and specialty property business.business, also within the U.S. and international markets. For the 2020 underwriting year, ProAssurance decreased its participation in the results of Syndicate 1729 to 29% from 61%; however, due to the quarter lag these changes were not reflected in the Company's results until the second quarter of 2020. Syndicate 6131 will be reportedis an SPA that underwrites on a quota share basis with Syndicate 1729. Effective July 1, 2020, Syndicate 6131 entered into a six-month quota share reinsurance agreement with an unaffiliated insurer. Under this agreement, Syndicate 6131 ceded essentially half of the samepremium assumed from Syndicate 1729 to the unaffiliated insurer; the agreement was non-renewed on January 1, 2021. Due to the quarter delay.lag, the effect of this reinsurance arrangement was not reflected in our results until the fourth quarter of 2020.
Corporate includes ProAssurance's investment operations, other than those reported in the Company's Segregated Portfolio Cell Reinsurance and Lloyd's Syndicates segments, interest expense and U.S. income taxes, all of which are managed at the corporate level with the exception of investment assets solely allocated to Lloyd's Syndicate operations as discussed above.taxes. The segment also includes non-premium revenues generated outside of ourthe Company's insurance entities and corporate expenses.
The accounting policies of the segments are the same as those described in Note 1. ProAssurance evaluates the performance of its Specialty P&C and Workers' Compensation Insurance segments based on before-taxbefore tax underwriting profit or loss. ProAssurance evaluates the performance of its Segregated Portfolio Cell Reinsurance segment based on operating profit or loss, which excludesincludes investment performance.results of investment assets solely allocated to SPC operations, net of U.S. federal income taxes. Performance of the Lloyd's SyndicateSyndicates segment is evaluated based on underwritingoperating profit or loss, pluswhich includes investment results of investment

189

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
assets solely allocated to Lloyd's Syndicate operations, net of U.K. income tax expense. Performance of the Corporate segment is evaluated based on the contribution made to consolidated after-tax results. ProAssurance accounts for inter-segment transactions as if the transactions were to third parties at current market prices. Assets are not allocated to segments because investments, other than the investments discussed above that are solely allocated to the Segregated Portfolio Cell Reinsurance and Lloyd's Syndicates segments, and other assets are not managed at the segment level. The tabular information that follows shows the financial results of the Company's reportable segments reconciled to results reflected in the Consolidated Statements of Income and Comprehensive Income. ProAssurance does not consider asset impairments, including goodwill and intangible asset impairments, in assessing the financial performance of its operating and reportable segments, and thus are included in the reconciliation of segment results to consolidated results.

Financial results by segment were as follows:
Year Ended December 31, 2020
(In thousands)Specialty P&CWorkers' Compensation InsuranceSegregated Portfolio Cell ReinsuranceLloyd's SyndicatesCorporateInter-segment EliminationsConsolidated
Net premiums earned$477,365 $171,772 $66,352 $77,226 $0 $0 $792,715 
Net investment income0 0 1,084 4,128 66,786 0 71,998 
Equity in earnings (loss) of unconsolidated subsidiaries0 0 0 0 (11,921)0 (11,921)
Net realized gains (losses)0 0 3,085 988 11,605 0 15,678 
Other income (expense)(1)
3,908 2,216 205 51 2,531 (2,441)6,470 
Net losses and loss adjustment expenses(470,074)(111,552)(29,605)(50,216)0 0 (661,447)
Underwriting, policy acquisition and operating expenses(1)
(109,599)(56,449)(20,709)(30,136)(23,429)2,441 (237,881)
SPC U.S. federal income tax expense(2)
0 0 (1,746)0 0 0 (1,746)
SPC dividend (expense) income0 0 (14,304)0 0 0 (14,304)
Interest expense0 0 0 0 (15,503)0 (15,503)
Income tax benefit (expense)0 0 0 29 41,300 0 41,329 
Segment results$(98,400)$5,987 $4,362 $2,070 $71,369 $0 $(14,612)
Reconciliation of segments to consolidated results:
Goodwill impairment(161,115)
Net income (loss)$(175,727)
Significant non-cash items:
Goodwill impairment$0 $0 $0 $0 $0 $0 $161,115 
Depreciation and amortization, net of accretion$7,747 $3,690 $676 $(4)$9,266 $0 $21,375 


183190

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

Financial results by segment were as follows:
Year Ended December 31, 2019
(In thousands)Specialty P&CWorkers' Compensation InsuranceSegregated Portfolio Cell ReinsuranceLloyd's SyndicatesCorporateInter-segment EliminationsConsolidated
Net premiums earned$499,058 $189,240 $78,563 $80,671 $$$847,532 
Net investment income1,578 4,551 87,140 93,269 
Equity in earnings (loss) of unconsolidated subsidiaries(10,061)(10,061)
Net realized gains (losses)4,020 768 55,086 59,874 
Other income (expense)(1)
5,796 2,399 559 (573)3,478 (2,439)9,220 
Net losses and loss adjustment expenses(532,485)(121,649)(52,412)(47,369)(753,915)
Underwriting, policy acquisition and operating expenses(1)(3)
(120,310)(57,520)(23,201)(34,711)(19,146)2,439 (252,449)
SPC U.S. federal income tax expense(2)(3)
(1,059)(1,059)
SPC dividend (expense) income(4,579)(4,579)
Interest expense(16,636)(16,636)
Income tax benefit (expense)29,808 29,808 
Segment results$(147,941)$12,470 $3,469 $3,337 $129,669 $$1,004 
Net income (loss)$1,004 
Significant non-cash items:
Depreciation and amortization, net of accretion$6,586 $3,825 $(41)$(7)$8,302 $$18,665 
Year Ended December 31, 2018
(In thousands)Specialty P&CWorkers' Compensation InsuranceSegregated Portfolio Cell ReinsuranceLloyd's SyndicatesCorporateInter-segment EliminationsConsolidated
Net premiums earned$491,787 $186,079 $73,940 $67,047 $$$818,853 
Net investment income1,566 3,358 86,960 91,884 
Equity in earnings (loss) of unconsolidated subsidiaries8,948 8,948 
Net realized gains (losses)(3,149)(460)(39,879)(43,488)
Other income (expense)(1)
5,844 2,412 211 322 3,525 (2,481)9,833 
Net losses and loss adjustment expenses(384,431)(118,483)(38,726)(51,570)(593,210)
Underwriting, policy acquisition and operating expenses(1)(3)
(112,419)(55,693)(22,060)(31,686)(18,767)2,435 (238,190)
SPC U.S. federal income tax expense(2)(3)
(366)(366)
SPC dividend (expense) income(9,122)(9,122)
Interest expense(16,163)46 (16,117)
Income tax benefit (expense)317 17,715 18,032 
Segment results$781 $14,315 $2,294 $(12,672)$42,339 $$47,057 
Net income (loss)$47,057 
Significant non-cash items:
Depreciation and amortization, net of accretion$7,050 $3,850 $441 $(8)$9,922 $$21,255 
(1) Certain fees for services provided to the SPCs at Inova Re and Eastern Re are recorded as expenses within the Segregated Portfolio Cell Reinsurance segment and as other income within the Workers' Compensation Insurance segment. These fees are primarily SPC rental fees and are eliminated between segments in consolidation.
(2) Represents the provision for U.S. federal income taxes for SPCs at Inova Re, which have elected to be taxed as a U.S. corporation under Section 953(d) of the Internal Revenue Code. U.S. federal income taxes are included in the total SPC net results and are paid by the individual SPCs.
(3) In ProAssurance's December 31, 2019 and 2018 reports on Form 10-K, underwriting, policy acquisition and operating expenses for the years ended December 31, 2019 and 2018 included a provision for U.S. federal income taxes of $1.1 million and $0.4 million, respectively, for SPCs at Inova Re that have elected to be taxed as U.S. taxpayers (see footnote 2). Beginning in 2020, this tax provision is now presented as a separate line item on the Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense. To conform to the current year presentation, ProAssurance has recast underwriting, policy acquisition and operating expenses for the years ended December 31, 2019 and 2018.

 Year Ended December 31, 2017
(In thousands)Specialty P&C Workers' Compensation Lloyd's Syndicate Corporate Inter-segment Eliminations Consolidated
Net premiums earned$453,921
 $227,408
 $57,202
 $
 $
 $738,531
Net investment income
 
 1,736
 93,926
 
 95,662
Equity in earnings (loss) of unconsolidated subsidiaries
 
 
 8,033
 
 8,033
Net realized gains (losses)
 
 107
 16,302
 
 16,409
Other income (expense)5,688
 674
 (1,476) 2,888
 (260) 7,514
Net losses and loss adjustment expenses(288,701) (136,237) (44,220) 
 
 (469,158)
Underwriting, policy acquisition and operating expenses(108,830) (70,945) (26,963) (29,275) 260
 (235,753)
Segregated portfolio cells dividend (expense) income (1)(2)
(4,970) (5,828) 
 (4,973) 
 (15,771)
Interest expense
 
 
 (16,844) 
 (16,844)
Income tax benefit (expense) (2)

 
 568
 (21,927) 
 (21,359)
Segment operating results$57,108
 $15,072
 $(13,046) $48,130
 $
 $107,264
Significant non-cash items:           
Depreciation and amortization, net of accretion$7,922
 $3,480
 $(20) $17,414
 $
 $28,796
191
 Year Ended December 31, 2016
(In thousands)Specialty P&C Workers' Compensation Lloyd's Syndicate Corporate Inter-segment Eliminations Consolidated
Net premiums earned$457,816
 $220,815
 $54,650
 $
 $
 $733,281
Net investment income
 
 1,410
 98,602
 
 100,012
Equity in earnings (loss) of unconsolidated subsidiaries
 
 
 (5,762) 
 (5,762)
Net realized gains (losses)
 
 76
 34,799
 
 34,875
Other income (expense)5,306
 844
 1,415
 1,069
 (826) 7,808
Net losses and loss adjustment expenses(268,579) (140,534) (34,116) 
 
 (443,229)
Underwriting, policy acquisition and operating expenses(104,333) (70,464) (22,832) (30,807) 826
 (227,610)
Segregated portfolio cells dividend (expense) income (1)
(144) (4,762) 
 (3,236) 
 (8,142)
Interest expense
 
 
 (15,032) 
 (15,032)
Income tax benefit (expense)
 
 (384) (24,736) 
 (25,120)
Segment operating results$90,066
 $5,899

$219
 $54,897
 $
 $151,081
Significant non-cash items:           
Depreciation and amortization, net of accretion$7,268
 $5,600
 $132
 $19,789
 $
 $32,789


184

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 20172020

 Year Ended December 31, 2015
(In thousands)Specialty P&C Workers' Compensation Lloyd's Syndicate Corporate Inter-segment Eliminations Consolidated
Net premiums earned$443,313
 $213,161
 $37,675
 $
 $
 $694,149
Net investment income
 
 928
 107,732
 
 108,660
Equity in earnings (loss) of unconsolidated subsidiaries
 
 
 3,682
 
 3,682
Net realized gains (losses)
 
 24
 (41,663) 
 (41,639)
Other income (expense)4,561
 492
 698
 2,057
 (581) 7,227
Net losses and loss adjustment expenses (3)
(250,168) (140,744) (25,181) 
 5,382
 (410,711)
Underwriting, policy acquisition and operating expenses (3)
(105,574) (63,653) (18,518) (24,518) (4,801) (217,064)
Segregated portfolio cells dividend (expense) income (1)

 (1,884) 
 1,031
 
 (853)
Interest expense
 
 
 (14,596) 
 (14,596)
Income tax benefit (expense)
 
 (1,240) (11,418) 
 (12,658)
Segment operating results$92,132
 $7,372
 $(5,614) $22,307
 $
 $116,197
Significant non-cash items:           
Depreciation and amortization, net of accretion$8,663
 $5,696
 $417
 $21,442
 $
 $36,218
(1) During the first quarter of 2017, ProAssurance began reporting in the Corporate segment the portion of the SPC dividend (expense) income that is attributable to the investment results of the SPCs, all of which are reported in the Corporate segment, to better align the expense with the related investment results of the SPCs. For comparative purposes, ProAssurance has reflected the SPC dividend expense for 2016 and 2015 in the same manner.
(2) During the second quarter of 2017, ProAssurance recognized a $5.2 million pre-tax expense related to previously unrecognized SPC dividend expense for the cumulative earnings of unrelated parties that have owned segregated portfolio cells at various periods since 2003 in a Bermuda captive insurance operation managed by the Company's HCPL line of business within the Specialty P&C segment. The expense recorded in 2017 related to periods prior to the current period and is unrelated to the captive operations of the Company's Eastern Re subsidiary. The $1.8 million tax impact of the expense recognized in 2017 is included in the Corporate segment's income tax benefit (expense) for the year ended December 31, 2017.
(3) In 2015, the portion of the management fee that was allocated to ULAE was eliminated in consolidation. In 2016, ProAssurance discontinued the practice of eliminating in consolidation the portion of the management fee that was allocated to ULAE, thus there was no similar elimination in 2016 or 2017.



185

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

The following table provides detailed information regarding ProAssurance's gross premiums earned by product as well as a reconciliation to net premiums earned. All gross premiums earned are from external customers except as noted. ProAssurance's insured risks are primarily within the U.S.
Year Ended December 31
(In thousands)202020192018
Specialty P&C Segment
Gross premiums earned:
HCPL$411,716 $434,867 $433,193 
Small business unit104,376 109,876 111,204 
Medical technology liability34,909 33,957 35,157 
Other821 2,096 468 
Ceded premiums earned(74,457)(81,738)(88,235)
Segment net premiums earned477,365 499,058 491,787 
Workers' Compensation Insurance Segment
Gross premiums earned:
Traditional business184,204 203,195 199,466 
Alternative market business71,280 84,214 83,508 
Ceded premiums earned(83,712)(98,169)(96,895)
Segment net premiums earned171,772 189,240 186,079 
Segregated Portfolio Cell Reinsurance Segment
Gross premiums earned:
Workers' compensation (1)
68,518 81,765 78,255 
HCPL (2)
6,594 6,059 5,009 
Other0 480 0 
Ceded premiums earned(8,760)(9,741)(9,324)
Segment net premiums earned66,352 78,563 73,940 
Lloyd's Syndicates Segment
Gross premiums earned:
Property and casualty (3)
98,990 101,222 83,307 
Ceded premiums earned(21,764)(20,551)(16,260)
Segment net premiums earned77,226 80,671 67,047 
Consolidated net premiums earned$792,715 $847,532 $818,853 
  Year Ended December 31
(In thousands) 2017 2016 2015
Specialty P&C Segment      
Gross premiums earned:      
Healthcare professional liability $477,561
 $474,981
 $463,599
Legal professional liability 25,771
 26,125
 28,234
Medical technology liability 33,836
 34,158
 34,838
Other 415
 667
 1,447
Ceded premiums earned (83,662) (78,115) (84,805)
Segment net premiums earned 453,921
 457,816
 443,313
       
Workers' Compensation Segment      
Gross premiums earned:      
Traditional business 172,603
 170,492
 172,115
Alternative market business 80,698
 75,658
 66,168
Ceded premiums earned (25,893) (25,335) (25,122)
Segment net premiums earned 227,408
 220,815
 213,161
       
Lloyd's Syndicate Segment      
Gross premiums earned:      
Property and casualty* 69,749
 60,564
 43,617
Ceded premiums earned (12,547) (5,914) (5,942)
Segment net premiums earned 57,202
 54,650
 37,675
       
Consolidated net premiums earned $738,531
 $733,281
 $694,149
(1) Premium for all periods is assumed from the Workers' Compensation Insurance segment.
*(2) Premium for all periods is assumed from the Specialty P&C segment.
(3) Includes a nominal amount of premium assumed from the Specialty P&C segment of $11.8 million, $14.0 million and $14.4 million for yearsthe year ended December 31, 2017, 20162019 and 2015, respectively.$5.0 million for year ended December 31, 2018.

16.192

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2020
17. Benefit Plans
ProAssurance maintains the ProAssurance Savings Plan that is intendedprovides a vehicle for eligible employees to providebuild retirement income to eligible employees.income. For the first half of 2020 and for the years ended December 31, 2019 and 2018, ProAssurance providesprovided employer contributions to the plan of up to 10% of salaryeligible contributions for qualified employees. Given the Company’s current earnings profile and the effects that underlying conditions in the broader insurance marketplace continue to have on the Company’s results, the maximum employer contribution to the plan was reduced to 5% from 10% of eligible contributions for qualified employees effective July 2020. ProAssurance incurred expense related to savingsthe ProAssurance Savings Plan of $5.5 million, $7.2 million and retirement plans of $7.8$7.0 million, $6.9 million and $7.0 million during the years ended December 31, 2017, 20162020, 2019 and 2015,2018, respectively.
ProAssurance also maintains the ProAssurance Plan that allows participatingeligible management employees to defer a portion of their current salary. ProAssurance incurred nominal expense related to the ProAssurance Plan of $0.3 million duringin each of the years ended December 31, 20172020, 2019 and 2016 and $0.4 million during the year ended December 31, 2015.2018. ProAssurance deferred compensation liabilities totaled $20.5$30.3 million and $17.2$26.8 million at December 31, 20172020 and 2016,2019, respectively. The liabilities included amounts due under the ProAssurance Plan and amounts due under individual agreements with current or former employees.


186

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

17.18. Statutory Accounting and Dividend Restrictions
ProAssurance’s domestic U.S. insurance subsidiaries are required to file statutory financial statements with state insurance regulatory authorities, prepared based upon SAP prescribed or permitted by regulatory authorities. ProAssurance did not use any prescribed or permitted SAP that differed from the NAIC's SAP at December 31, 2017, 20162020, 2019 or 2015. Differences2018. The most significant differences between net income (loss) prepared in accordance with GAAP and statutory net income (loss) are principallygenerally due to: (a) policy acquisition and certain software and equipment costs which are deferred under GAAP but expensed for statutory purposes, and (b) certain deferred income taxes which are recognized under GAAP but are not recognized for statutory purposes.purposes, (c) net unrealized gains or losses which are included in shareholders' equity related to available-for-sale fixed maturity securities carried at fair value under GAAP but are principally carried at amortized cost for statutory purposes and (d) accounting for goodwill and intangible assets.
The NAIC specifies risk-based capital requirements for property and casualty insurance providers. At December 31, 2017,2020, actual statutory capital and surplus for each of ProAssurance’s insurance subsidiaries substantially exceeded the minimum regulatory requirements. Net earningsincome (loss) and capital and surplus of ProAssurance’s insurance subsidiaries on a statutory basis are shown in the following table.
(In millions)
Statutory Net Income (Loss)Statutory Capital and Surplus
20202019201820202019
$81($22)$135$831$878
(In millions)
Statutory Net Earnings Statutory Capital and Surplus
2017 2016 2015 2017 2016
$139 $163 $168 $1,175 $1,403
At December 31, 2017, $1.42020, $1.1 billion of ProAssurance's consolidated net assets were held at its domestic insurance subsidiaries, of which approximately $137$87 million are permitted to be paid as dividends over the course of 20182021 without prior approval of state insurance regulators. However, the payment of any dividend requires prior notice to the insurance regulator in the state of domicile and the regulator may prevent the dividend if, in its judgment, payment of the dividend would have an adverse effect on the capital and surplus of the insurance subsidiary.
18. Quarterly Results In addition, ProAssurance makes the decision to pay dividends from an insurance subsidiary based on the capital needs of Operations (unaudited)
The following is a summary of unaudited quarterly results of operations for 2017that subsidiary and 2016:may pay less than the permitted dividend or may also request permission to pay an additional amount (an extraordinary dividend).

193
 2017*
(In thousands, except per share data)1st 2nd 3rd 4th
Net premiums earned$182,903
 $180,353
 $192,303
 $182,972
Net losses and loss adjustment expenses:       
Current year$147,927
 $144,562
 $161,631
 $149,399
Favorable development of reserves established in prior years, net$(28,776) $(29,012) $(32,275) $(44,297)
Net income$41,455
 $19,518
 $28,949
 $17,342
Basic earnings per share$0.78
 $0.37
 $0.54
 $0.32
Diluted earnings per share$0.77
 $0.36
 $0.54
 $0.32
        
 2016*
(In thousands, except per share data)1st 2nd 3rd 4th
Net premiums earned$177,579
 $176,732
 $185,275
 $193,694
Net losses and loss adjustment expenses:       
Current year$139,660
 $143,668
 $147,093
 $156,585
Favorable development of reserves established in prior years, net$(28,705) $(36,769) $(29,011) $(49,292)
Net income$19,317
 $43,081
 $33,834
 $54,848
Basic earnings per share$0.36
 $0.81
 $0.64
 $1.03
Diluted earnings per share$0.36
 $0.81
 $0.63
 $1.02
*Due to rounding, the sum of quarterly amounts may not equal the total amount for the respective year-to-date periods


187

ProAssurance Corporation and Subsidiaries
Notes to Consolidated Financial Statements
December 31, 2017

19. Subsequent Events
In January and February of 2018, ProAssurance repaid $28 million of the balance outstanding on the Revolving Credit Agreement (see Note 9 for further discussion of the terms of the Revolving Credit Agreement).



188

ProAssurance Corporation and Subsidiaries
Schedule I -- Summary of Investments -- Other than Investments in Related Parties
(In thousands)

December 31, 2020
Type of InvestmentRecorded
Cost
Basis
Fair
Value
Amount Which is
Presented
in the
Balance Sheet
Fixed maturities
Bonds:
U.S. Government or government agencies and authorities$134,567 $137,964 $137,964 
States, municipalities and political subdivisions316,022 332,920 332,920 
Foreign governments30,591 32,450 32,450 
Public utilities63,550 67,251 67,251 
All other corporate bonds1,202,963 1,259,016 1,259,016 
Asset-backed securities661,789 676,386 676,386 
Total Fixed Maturities2,409,482 2,505,987 2,505,987 
Equity Securities
Common Stocks:
Public utilities290 346 346 
Banks, trusts and insurance companies14,904 13,810 13,810 
Industrial, miscellaneous and all other98,515 105,945 105,945 
Total Equity Securities, trading113,709 120,101 120,101 
Other long-term investments328,843 425,444 425,444 
Short-term investments337,672 337,813 337,813 
Total Investments$3,189,706 $3,389,345 $3,389,345 


194
  December 31, 2017
Type of Investment Recorded
Cost
Basis
 Fair
Value
 Amount Which is
Presented
in the
Balance Sheet
Fixed Maturities      
Bonds:      
U.S. Government or government agencies and authorities $155,412
 $154,583
 $154,583
States, municipalities and political subdivisions 618,414
 632,243
 632,243
Foreign governments 15,447
 15,406
 15,406
Public utilities 82,031
 83,263
 83,263
All other corporate bonds 1,060,032
 1,068,339
 1,068,339
Certificates of deposit 150
 150
 150
Mortgage-backed securities 325,702
 326,258
 326,258
Total Fixed Maturities 2,257,188
 2,280,242
 2,280,242
Equity Securities, trading      
Common Stocks:      
Public utilities 10,570
 12,758
 12,758
Banks, trusts and insurance companies 67,679
 76,051
 76,051
Industrial, miscellaneous and all other 347,693
 381,800
 381,800
Total Equity Securities, trading 425,942
 470,609
 470,609
Other long-term investments, at cost or amortized cost 58,546
 69,095
 58,546
Other long-term investments, at fair value 357,982
 445,005
 445,005
Short-term investments 432,126
 432,126
 432,126
Total Investments $3,531,784
 $3,697,077
 $3,686,528


189

ProAssurance Corporation and Subsidiaries
Schedule II – Condensed Financial Information of Registrant
Condensed Balance Sheet
(In thousands)



December 31,
2020
December 31,
2019
Assets
Investment in subsidiaries, at equity$1,383,527 $1,534,367 
Fixed maturities available for sale, at fair value33,824 85,263 
Short-term investments115,198 63,992 
Investment in unconsolidated subsidiaries915 915 
Cash and cash equivalents55,469 65,956 
Other assets28,778 40,640 
Total Assets$1,617,711 $1,791,133 
Liabilities and Shareholders’ Equity
Liabilities:
Due to subsidiaries$10,696 $9,899 
Dividends payable2,694 16,676 
Other liabilities6,361 4,268 
Debt less debt issuance costs248,750 248,377 
Total Liabilities268,501 279,220 
Shareholders’ Equity:
Common stock632 631 
Other shareholders’ equity, including unrealized gains (losses) on securities of subsidiaries1,348,578 1,511,282 
Total Shareholders’ Equity1,349,210 1,511,913 
Total Liabilities and Shareholders’ Equity$1,617,711 $1,791,133 


195
 December 31,
2017
 December 31,
2016
Assets   
Investment in subsidiaries, at equity$1,713,656
 $1,908,663
Fixed maturities available for sale, at fair value155,094
 267,412
Short-term investments268,181
 279,510
Investment in unconsolidated subsidiaries1,200
 845
Cash and cash equivalents81,009
 31,330
Due from subsidiaries2,666
 185
Other assets33,829
 33,350
Total Assets$2,255,635
 $2,521,295
Liabilities and Shareholders’ Equity   
Liabilities:   
Dividends payable$267,292
 $265,659
Other liabilities22,008
 8,732
Debt less debt issuance costs371,540
 448,202
Total Liabilities660,840
 722,593
Shareholders’ Equity:   
Common stock628
 627
Other shareholders’ equity, including unrealized gains (losses) on securities of subsidiaries1,594,167
 1,798,075
Total Shareholders’ Equity1,594,795
 1,798,702
Total Liabilities and Shareholders’ Equity$2,255,635
 $2,521,295



190

ProAssurance Corporation and Subsidiaries
Schedule II – Condensed Financial Information of Registrant
Condensed Statements of Income
(In thousands)



 Year Ended December 31
202020192018
Revenues
Net investment income$331 $2,694 $3,495 
Equity in earnings (loss) of unconsolidated subsidiaries0 40 (325)
Net realized investment gains (losses)2,194 19 (789)
Other income (loss)12 795 977 
Total revenues2,537 3,548 3,358 
Expenses
Interest expense14,260 14,074 14,844 
Other expenses21,458 16,653 17,092 
Total expenses35,718 30,727 31,936 
Income (loss) before income tax expense (benefit) and equity in net income (loss) of consolidated subsidiaries(33,181)(27,179)(28,578)
Income tax expense (benefit)11,404 (28,455)(7,142)
Income (loss) before equity in net income (loss) of consolidated subsidiaries(44,585)1,276 (21,436)
Equity in net income (loss) of consolidated subsidiaries(131,142)(272)68,493 
Net income (loss)(175,727)1,004 47,057 
Other comprehensive income (loss)38,272 53,866 (35,238)
Comprehensive income$(137,455)$54,870 $11,819 


196
 Year Ended December 31
 2017 2016 2015
Revenues     
Net investment income$7,646
 $6,359
 $5,017
Equity in earnings (loss) of unconsolidated subsidiaries(137) (155) 
Net realized investment gains (losses)(8,606) 405
 4,673
Other income (loss)921
 (960) 378
Total revenues(176) 5,649
 10,068
Expenses     
Interest expense16,440
 15,030
 14,596
Other expenses26,351
 28,305
 24,695
Total expenses42,791
 43,335
 39,291
Income (loss) before income tax expense (benefit) and equity in net income of consolidated subsidiaries(42,967) (37,686) (29,223)
Income tax expense (benefit)(13,293) (12,583) (11,657)
Income (loss) before equity in net income of consolidated subsidiaries(29,674) (25,103) (17,566)
Equity in net income of consolidated subsidiaries136,938
 176,184
 133,763
Net income107,264
 151,081
 116,197
Other comprehensive income(2,488) (6,456) (34,349)
Comprehensive income$104,776
 $144,625
 $81,848


191

ProAssurance Corporation and Subsidiaries
Schedule II – Condensed Financial Information of Registrant
Condensed Statements of Cash Flow
(In thousands)



 Year Ended December 31
202020192018
Net cash provided (used) by operating activities$(21,450)$20,055 $27,981 
Investing activities
Proceeds from sales or maturities of:
Fixed maturities, available for sale87,101 27,974 169,822 
Net decrease (increase) in short-term investments(51,206)12,603 194,035 
Dividends from subsidiaries79,486 52,499 29,395 
Contribution of capital to subsidiaries(97,541)
Funds (advanced) repaid for Lloyd's FAL deposit32,256 (4,894)(21,576)
Funds (advanced) repaid under Syndicate Credit Agreement0 30,296 (11,232)
Other(2,206)(936)330 
Net cash provided (used) by investing activities47,890 117,542 360,774 
Financing activities
Borrowings (repayments) under Revolving Credit Agreement0 (123,000)
Subsidiary payments for common shares and share-based compensation awarded to subsidiary employees2,846 344 1,154 
Dividends to shareholders(38,664)(93,204)(316,476)
Other(1,109)(4,538)(5,685)
Net cash provided (used) by financing activities(36,927)(97,398)(444,007)
Increase (decrease) in cash and cash equivalents(10,487)40,199 (55,252)
Cash and cash equivalents at beginning of period65,956 25,757 81,009 
Cash and cash equivalents at end of period$55,469 $65,956 $25,757 
Supplemental disclosure of cash flow information:
Cash paid during the year for income taxes, net of refunds$(9,117)$2,053 $4,966 
Cash paid during the year for interest$13,888 $13,699 $14,777 
Significant non-cash transactions:
Dividends declared and not yet paid$2,694 $16,676 $43,446 
Securities transferred at fair value as dividends from subsidiaries$34,915 $34,897 $98,292 

 Year Ended December 31
 2017 2016 2015
Net cash provided (used) by operating activities$(1,669) $(10,549) $(14,411)
Investing activities     
(Investments in) distributions from unconsolidated subsidiaries, net:     
Other partnership investments
 (1,000) 
Proceeds from sales or maturities of:     
Fixed maturities, available for sale295,035
 100,240
 200,245
Net decrease (increase) in short-term investments11,811
 (262,169) 26,074
Dividends from subsidiaries169,142
 122,030
 107,870
Contribution of capital to subsidiaries
 (1,983) 
Unsettled security transactions, net of change1,100
 (1,100) 
Funds (advanced) repaid for Lloyd's FAL deposit(25,449) 
 (9,642)
Funds (advanced) repaid under Syndicate Credit Agreement(6,883) 1,695
 (3,083)
Funds (advanced) repaid under a business investment line of credit(4,066) (3,090) 
Other(2,276) (2,805) (289)
Net cash provided (used) by investing activities438,414
 (48,182) 321,175
Financing activities     
Borrowings (repayments) under Revolving Credit Agreement(77,000) 100,000
 100,000
Repurchase of common stock
 (2,106) (172,772)
Subsidiary payments for common shares and share-based compensation awarded to subsidiary employees12,030
 11,384
 6,063
Dividends to shareholders(315,228) (118,812) (217,626)
Other(6,868) (3,697) (6,337)
Net cash provided (used) by financing activities(387,066) (13,231) (290,672)
Increase (decrease) in cash and cash equivalents49,679
 (71,962) 16,092
Cash and cash equivalents at beginning of period31,330
 103,292
 87,200
Cash and cash equivalents at end of period$81,009
 $31,330
 $103,292
      
Supplemental disclosure of cash flow information:     
Cash paid during the year for income taxes, net of refunds$17,193
 $(8,519) $47,004
Cash paid during the year for interest$15,892
 $14,732
 $13,996
      
Significant non-cash transactions:     
Dividends declared and not yet paid$267,292
 $265,659
 $69,447
Securities transferred at fair value as dividends from subsidiaries$190,709
 $174,270
 $206,880
Non-cash capital contribution to subsidiaries$
 $
 $87,719


192

ProAssurance Corporation and Subsidiaries
Schedule II – Condensed Financial Information of Registrant
Note to Condensed Financial Statements of Registrant


Basis of Presentation
The registrant-only financial statements should be read in conjunction with ProAssurance Corporation’s Consolidated Financial Statements and Notes thereto.
At December 31, 20172020 and 2016,2019, PRA investment in subsidiaries is stated at the initial consolidation value plus equity in the undistributed earnings of subsidiaries since the date of acquisition.
ProAssurance Corporation has a management agreement with several of its insurance subsidiaries whereby ProAssurance Corporation charges the subsidiaries a management fee for various management services provided to the subsidiary. Under the arrangement, the expenses associated with such services remain as expenses of ProAssurance Corporation and the management fee charged is reported as an offset to ProAssurance Corporation expenses. Prior to 2015, a substantial portion of expenses associated with services provided to insurance subsidiaries were directly allocated or directly charged to the insurance subsidiaries.
Reclassifications
Certain insignificant prior year amounts have been reclassified to conform to the current year presentation.






193197

ProAssurance Corporation and Subsidiaries
Schedule III – Supplementary Insurance Information
(In thousands)

202020192018
Net premiums earned
Specialty P&C$477,365 $499,058 $491,787 
Workers' Compensation Insurance171,772 189,240 186,079 
Segregated Portfolio Cell Reinsurance66,352 78,563 73,940 
Lloyd's Syndicates77,226 80,671 67,047 
Consolidated$792,715 $847,532 $818,853 
Net investment income (1)
Segregated Portfolio Cell Reinsurance$1,084 $1,578 $1,566 
Lloyd's Syndicates4,128 4,551 3,358 
Corporate66,786 87,140 86,960 
Consolidated$71,998 $93,269 $91,884 
Losses and loss adjustment expenses incurred related to current year, net of reinsurance
Specialty P&C$497,554 $526,744 $461,516 
Workers' Compensation Insurance118,523 129,450 126,534 
Segregated Portfolio Cell Reinsurance46,200 62,546 47,693 
Lloyd's Syndicates49,569 46,958 49,583 
Consolidated$711,846 $765,698 $685,326 
Losses and loss adjustment expenses incurred related to prior year, net of reinsurance
Specialty P&C$(27,480)$5,741 $(77,085)
Workers' Compensation Insurance(6,971)(7,801)(8,051)
Segregated Portfolio Cell Reinsurance(16,595)(10,134)(8,967)
Lloyd's Syndicates647 411 1,987 
Consolidated$(50,399)$(11,783)$(92,116)
Paid losses and loss adjustment expenses, net of reinsurance
Specialty P&C$379,656 $382,845 $354,221 
Workers' Compensation Insurance118,496 117,848 108,742 
Segregated Portfolio Cell Reinsurance46,267 37,034 29,320 
Lloyd's Syndicates40,897 36,593 37,496 
Inter-segment eliminations(143)(196)200 
Consolidated$585,173 $574,124 $529,979 
Amortization of DPAC
Specialty P&C$53,562 $56,605 $52,253 
Workers' Compensation Insurance15,895 17,144 16,864 
Segregated Portfolio Cell Reinsurance19,636 21,717 21,039 
Lloyd's Syndicate21,597 21,392 15,913 
Inter-segment eliminations(125)(1,528)(1,568)
Consolidated$110,565 $115,330 $104,501 
Other underwriting, policy acquisition and operating expenses
Specialty P&C$56,037 $63,705 $60,166 
Workers' Compensation Insurance40,554 40,376 38,829 
Segregated Portfolio Cell Reinsurance (2)
1,073 1,484 1,021 
Lloyd's Syndicates8,539 13,319 15,773 
Corporate23,429 19,146 18,767 
Inter-segment eliminations(2,316)(911)(867)
Consolidated$127,316 $137,119 $133,689 
Continued on the following page.

198

ProAssurance Corporation and Subsidiaries
Schedule III – Supplementary Insurance Information
(In thousands)
 201720162015
Net premiums earned   
Specialty P&C$453,921
$457,816
$443,313
Workers' Compensation227,408
220,815
213,161
Lloyd's Syndicate57,202
54,650
37,675
Consolidated$738,531
$733,281
$694,149
Net investment income (1)
   
Lloyd's Syndicate$1,736
$1,410
$928
Corporate93,926
98,602
107,732
Consolidated$95,662
$100,012
$108,660
Losses and loss adjustment expenses incurred related to current year, net of reinsurance   
Specialty P&C$407,994
$405,738
$409,149
Workers' Compensation150,492
146,654
142,943
Lloyd's Syndicate45,032
34,615
25,181
Inter-segment eliminations

(5,382)
Consolidated$603,518
$587,007
$571,891
Losses and loss adjustment expenses incurred related to prior year, net of reinsurance   
Specialty P&C$(119,293)$(137,159)$(158,981)
Workers' Compensation(14,255)(6,120)(2,199)
Lloyd's Syndicate(812)(499)
Consolidated$(134,360)$(143,778)$(161,180)
Paid losses and loss adjustment expenses, net of reinsurance   
Specialty P&C$324,347
$343,678
$346,606
Workers' Compensation122,042
114,320
126,296
Lloyd's Syndicate29,926
21,254
7,549
Inter-segment eliminations

(5,416)
Consolidated$476,315
$479,252
$475,035
Amortization of DPAC   
Specialty P&C$48,469
$45,019
$45,459
Workers' Compensation32,088
29,590
26,232
Lloyd's Syndicate15,194
13,769
7,841
Inter-segment eliminations

24
Consolidated$95,751
$88,378
$79,556
Other underwriting, policy acquisition and operating expenses   
Specialty P&C$60,361
$59,314
$60,115
Workers' Compensation38,857
40,874
37,421
Lloyd's Syndicate11,769
9,063
10,677
Corporate29,275
30,807
24,518
Inter-segment eliminations(260)(826)4,777
Consolidated$140,002
$139,232
$137,508
Net premiums written   
Specialty P&C$470,535
$458,681
$442,126
Workers' Compensation238,514
223,578
218,338
Lloyd's Syndicate54,969
56,274
48,821
Consolidated$764,018
$738,533
$709,285
Deferred policy acquisition costs (1)
$50,261
$46,809
$44,388
Reserve for losses and loss adjustment expenses (1)
$2,048,381
$1,993,428
$2,005,326
Unearned premiums (1)
$398,884
$372,563
$362,066
202020192018
Continued from previous page
Net premiums written
Specialty P&C$451,019 $495,750 $494,148 
Workers' Compensation Insurance164,871 182,233 195,350 
Segregated Portfolio Cell Reinsurance64,159 77,639 75,547 
Lloyd's Syndicates67,652 87,103 69,869 
Consolidated$747,701 $842,725 $834,914 
Deferred policy acquisition costs (1)
$47,196 $55,567 $54,116 
Reserve for losses and loss adjustment expenses (1)
$2,417,179 $2,346,526 $2,119,847 
Unearned premiums (1)
$361,547 $413,086 $415,211 
(1) Assets are not allocated to segments because investments, other than the investments that are solely allocated to the Segregated Portfolio Cell Reinsurance and Lloyd's Syndicates segments, and other assets are not managed at the segment level. See Note 16 of the Notes to Consolidated Financial Statements for additional information.

(2) In ProAssurance's December 31, 2019 and 2018 reports on Form 10-K, underwriting, policy acquisition and operating expenses for the years ended December 31, 2019 and 2018 included a provision for U.S. federal income taxes of $1.1 million and $0.4 million, respectively, for SPCs at Inova Re that have elected to be taxed as U.S. taxpayers. Beginning in 2020, this tax provision is now presented as a separate line item on the Consolidated Statements of Income and Comprehensive Income as SPC U.S. federal income tax expense. To conform to the current year presentation, ProAssurance has recast underwriting, policy acquisition and operating expenses for the years ended December 31, 2019 and 2018.


194199

ProAssurance Corporation and Subsidiaries
Schedule IV - Reinsurance
($ in thousands)

202020192018
Property and Liability *
Premiums earned$862,742 $926,035 $903,354 
Premiums ceded(113,582)(124,171)(126,036)
Premiums assumed43,555 45,668 41,535 
Net premiums earned$792,715 $847,532 $818,853 
Percentage of amount assumed to net5.49%5.39%5.07%
* All of ProAssurance’s premiums are related to property and liability coverages.


200
 201720162015
Property and Liability *   
Premiums earned$821,249
$790,791
$772,968
Premiums ceded(110,347)(95,315)(101,510)
Premiums assumed27,629
37,805
22,691
Net premiums earned$738,531
$733,281
$694,149
Percentage of amount assumed to net3.74%5.16%3.27%
* All of ProAssurance’s premiums are related to property and liability coverages.



195


EXHIBIT INDEX
Exhibit NumberDescription
Exhibit NumberDescription
2Schedules to the following documents are omitted; the contents of the schedules are generally described in the documents; and ProAssurance will upon request furnish to the Commission supplementally a copy of any omitted schedule
Stock Purchase Agreement dated as of June 26, 2012, by and among ProAssurance Corporation, PRA Professional Liability Group, Inc. and Medmarc Mutual Insurance Company, filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ended March 31, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Agreement and Plan of Merger by and among ProAssurance Corporation, PA Merger Company and Eastern Insurance Holdings, Inc., dated September 23, 2013, filed as an Exhibit to ProAssurance's Current Report on Form 8-K for event occurring September 24, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Certificate of Incorporation of ProAssurance, filed as an Exhibit to ProAssurance’s Registration Statement on Form S-4 (File No. 333-49378) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Certificate of Amendment to Certificate of Incorporation of ProAssurance, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2001 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Fourth Restatement of the Bylaws of ProAssurance, effective December 2, 2015, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2015 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Indenture, dated November 21, 2013, between ProAssurance and Wilmington Trust Company, filed as an Exhibit to ProAssurance's Current Report on Form 8-K for event occurring November 21, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
First Supplemental Indenture, dated November 21, 2013, between ProAssurance and Wilmington Trust Company relating to the $250,000 5.30% Senior Notes due 2023, filed as an Exhibit to ProAssurance's Current Report on Form 8-K for event occurring November 21, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
ProAssurance will file with the Commission upon request pursuant to the requirements of Item 601 (b)(4) of Regulation S-K documents defining rights of holders of ProAssurance’s long-term indebtedness that has not been registered. See also the documents related to long-term indebtedness filed as material contracts under Exhibits 10.10(a)10.8(a), (b), (c), (d), (e) and (f) to this Form 10-K.
Form of Release and Severance Compensation Agreement dated as of January 1, 2008 between ProAssurance and each of the following named executive officers:*officers*:
                             Howard H. Friedman Jeffrey P. Lisenby
                             Frank B. O’Neil
Edward L. Rand Jr.
Filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2007 (File No. 001-16533) and incorporated herein by this reference pursuant to SEC Rule 12b-32.
Employment Agreement between ProAssurance and Edward L. Rand, Jr. dated as of July 1, 2019, filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ending September 30, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32, which supersedes the Release and Severance Compensation Agreement referenced in Exhibit 10.1.*
Employment Agreement between ProAssurance and W. Stancil Starnes dated as of May 1, 2007, filed as an Exhibit to ProAssurance’s Current Report on Form 8-K for the event occurring May 12, 2007 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Amendment to Employment Agreement with W. Stancil Starnes (May 1, 2007), effective as of January 1, 2008, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2007 (File No. 001-16533) and incorporated herein by this reference pursuant to SEC Rule 12b-32.*
Amendment to Employment Agreement with W. Stancil Starnes (May 1, 2007), effective as of June 1, 2015, filed as an Exhibit to ProAssurance's Current Report on Form 8-K dated May 27, 2015 (File No. 001-16533) and incorporated herein by this reference pursuant to SEC Rule 12b-32.*
Amendment to Employment Agreement with W. Stancil Starnes (May 1, 2007), effective as of June 1, 2017, filed as an Exhibit to ProAssurance's Current Report on Form 8-K dated May 31, 2017 (File No. 001-16533) and incorporated herein by this reference pursuant to SEC Rule 12b-32.*


196


Effective July 1, 2019, W. Stancil Starnes voluntarily terminated the referenced agreement to accept his new position as Executive Chairman.
Form of Release and Severance Compensation Agreement dated as of September 1, 2011 between ProAssurance and Ross E. Taubman, filed as an Exhibit to ProAssurance’s Definitive Proxy Statement (File No. 001-16533) on April 11, 2008 and incorporated herein by reference pursuant to SEC Rule 12b-32.*

201

Form of Indemnification Agreement between ProAssurance and each of the following named executive officers and directors of ProAssurance*:
Bruce D. Angiolillo Samuel A. Di Piazza, Jr.
Robert E. Flowers
Howard H. Friedman
M. James Gorrie
Ziad R. Haydar

Jeffrey P. Lisenby John J. McMahon

Frank B. O’Neil Katisha T. Vance

Edward L. Rand, Jr.
Frank A. Spinosa

W. Stancil Starnes
Ross E. Taubman
Michael L. Boguski
Thomas A. S. Wilson, Jr.
Filed as an Exhibit to ProAssurance’s Definitive Proxy Statement (File No. 001-16533) on April 11, 2008 and incorporated herein by reference pursuant to SEC Rule 12b-32.
ProAssurance Group Employee Benefit Plan which includes the Executive Supplemental Life Insurance Program (Article VIII), filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2004 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Amendment and Restatement of the Executive Non-Qualified Excess Plan and Trust effective January 1, 2008, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2007 (File No. 001-16533) and incorporated herein by this reference pursuant to SEC Rule 12b-32.*
Director Deferred Compensation Plan as amended and restated December 7, 2011, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2011 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Amendment No. 1 to the Amended and Restated Director Deferred Compensation Plan dated May 22, 2013, filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ended June 30, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Amendment No. 2 to the Amended and Restated Director Deferred Compensation Plan effective June 22, 2017, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Amendment No. 3 to the Amended and Restated Director Deferred Compensation Plan effective March 6, 2019, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Revolving Credit Agreement, dated April 15, 2011, between ProAssurance and U.S. Bank National Association, Wells Fargo Bank, National Association, Branch Banking and Trust Company, First Tennessee Bank, N.A., and JP Morgan Chase Bank N.A., filed as an Exhibit to ProAssurance’s Quarterly Report on Form 10-Q for the quarter ended June 30, 2011 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Amendment No. 1 to Revolving Credit Agreement between ProAssurance and U.S. Bank National Association, Wells Fargo Bank, National Association, Branch Banking and Trust Company, First Tennessee Bank, N.A., and JP Morgan Chase Bank N.A., filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ended September 30, 2012 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Amendment No. 2 to Revolving Credit Agreement between ProAssurance and U.S. Bank National Association, Wells Fargo Bank, National Association, Branch Banking and Trust Company, First Tennessee Bank, N.A., and JP Morgan Chase Bank N.A., filed as an Exhibit to ProAssurance's Current Report on Form 8-K for event occurring November 8, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Form of the Augmenting Lender Supplement to Revolving Credit Agreement between ProAssurance and U.S. Bank National Association, Wells Fargo Bank, National Association, Branch Banking and Trust Company, First Tennessee Bank, N.A., and JP Morgan Chase Bank N.A., filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ending June 30, 2014 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.

202

Copy of the Augmenting Lender Supplement to Revolving Credit Agreement between ProAssurance and U.S. Bank N.A., Wells Fargo Bank, N.A., Branch Banking and Trust Company, First Tennessee Bank, N.A., Key Bank, Cadence Bank, N.A., and Regions Bank, N.A., dated June 19, 2015, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2015 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.


197


Amendment No. 5 to Revolving Credit Agreement between ProAssurance and U.S. Bank National Association, Wells Fargo Bank, National Association, Branch Banking and Trust Company, First Tennessee Bank, N.A., and JP Morgan Chase Bank N.A., filed as an Exhibit to ProAssurance's to ProAssurance’s Annual Report on Form 10-K for the Yearyear ended December 31, 2017 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Amendment No. 6 to Revolving Credit Agreement between ProAssurance and U.S. Bank National Association, Wells Fargo Bank, National Association, Branch Banking and Trust Company, First Tennessee Bank, N.A., and JP Morgan Chase Bank N.A., filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Pledge and Security Agreement between ProAssurance and U.S. Bank National Association, filed as an Exhibit to ProAssurance’s Quarterly Report on Form 10-Q for the quarter ended June 30, 2011 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
ProAssurance Corporation Amended and Restated 2014 Equity Incentive Plan, filed as an Exhibit to ProAssurance’s Current Report on Form 8-K for event occurring May 14, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
ProAssurance Corporation 2014 Annual Incentive Plan, filed as an Exhibit to ProAssurance’s Definitive Proxy Statement (File No. 001-16533) filed on May 22, 2013 and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Retention and Severance Compensation Agreement effective January 1, 2013, between ProAssurance and Mary Todd Peterson, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Facility Agreement between ProAssurance and the Premiums Trust Fund of Syndicate 1729, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Amendment to Facility Agreement effective April 6, 2016, between ProAssurance and the Premiums Trust Fund of Syndicate 1729 filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ended June 30, 2016 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Retention and Severance Compensation Agreement effective January 1, 2014, between ProAssurance and Michael L. Boguski, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2013 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Employment Agreement between ProAssurance and Michael Boguski dated as of May 1, 2019, filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ended June 30, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32, which supersedes the Retention and Severance Compensation Agreement referenced in Exhibit 10.14.*
Mortgage Agreement, dated December 11, 2017, between ProAssurance Indemnity Company, Inc. and First Tennessee Bank National Association, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the year ended December 31, 2017 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Mortgage Agreement, dated December 11, 2017, between Podiatry Insurance Company of America and First Tennessee Bank National Association, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the Yearyear ended December 31, 2017 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Interest Rate Cap Agreement, dated October 23, 2017, between Podiatry Insurance Company of AmericaProfessional Liability Group and First Tennessee Bank National Association, filed as an Exhibit to ProAssurance’s Annual Report on Form 10-K for the Yearyear ended December 31, 2017 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Form of Release and Severance Compensation Agreement dated as of May 13, 2019 between ProAssurance and Dana S. Hendricks, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*

203

Form of Release and Severance Compensation Agreement dated as of May 13, 2019 between ProAssurance and Kevin M. Shook, filed as an Exhibit to ProAssurance's Annual Report on Form 10-K for the year ended December 31, 2019 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.*
Agreement and Plan of Acquisition by and among ProAssurance Corporation, PRA Professional Liability Group, Inc. and NORCAL Mutual Insurance Company dated as of February 20, 2020 filed as an Exhibit to ProAssurance's Quarterly Report on Form 10-Q for the quarter ended March 31, 2020 (File No. 001-16533) and incorporated herein by reference pursuant to SEC Rule 12b-32.
Subsidiaries of ProAssurance Corporation
Consent of Ernst & Young LLP
Certification of Principal Executive Officer of ProAssurance as required under SEC Rule 13a-14(a)
Certification of Principal Financial Officer of ProAssurance as required under SEC Rule 13a-14(a)
Certification of Principal Executive Officer of ProAssurance as required under SEC Rule 13a-14(b) and Section 1350 of Chapter 63 of Title 18 of the United States Code, as amended (18 U.S.C. 1350)
Certification of Principal Financial Officer of ProAssurance as required under SEC Rule 13a-14(b) and 18 U.S.C. 1350
XBRL Instance Document
XBRL Taxonomy Extension Schema Document
XBRL Taxonomy Extension Calculation Linkbase Document
XBRL Taxonomy Extension Definition Linkbase Document


198


XBRL Taxonomy Extension Labels Linkbase Document
XBRL Taxonomy Extension Presentation Linkbase Document
* Denotes a management contract or compensatory plan, contract or arrangement required to be filed as an Exhibit to this report.




199204