UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
 

ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 20212023
 
OR
 

TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from _________________ to _________________
 
Commission file number 0-15341
DONEGAL GROUP INC.
(Exact name of registrant as specified in its charter)
 
Delaware
 23-2424711
(State or other jurisdiction of incorporation or organization) (I.R.S. Employer Identification No.)
   

1195 River Road, Marietta, Pennsylvania 17547
(Address of principal executive offices) (Zip code)

Registrant’s telephone number, including area code: (800) 877-0600
 
Securities registered pursuant to Section 12(b) of the Act:
 
Title of Each Class Trading Symbols Name of Each Exchange on Which Registered
     
Class A Common Stock, $.01 par value
 DGICA
 The NASDAQ Global Select Market
     
Class B Common Stock, $.01 par value
 DGICB
 The NASDAQ Global Select Market

Securities registered pursuant to Section 12(g) of the Act: None.
 
Indicate by check mark whether the registrant is a well-known seasoned issuer as defined in Rule 405 of the Securities Act: Yes ☐. No ☑.
 
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or 15(d) of the Act. Yes ☐. No ☑.
 
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports) and (2) has been subject to such filing requirements for the past 90 days. Yes ☑.☐. No ☐.☑.
 
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted 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 such files).  Yes ☑. No ☐.
 
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company or an emerging growth company. See definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Act. (Check one):
 
Large accelerated filer ☐
Accelerated filer ☑Non-accelerated filer ☐Smaller reporting company
Emerging growth company ☐
   
 
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 Section 13(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 ☐.
 
If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error to previously issued financial statements. ☐.

Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant’s executive officers during the relevant recovery period pursuant to Section 240.10D-1(b). ☐.

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). Yes ☐. No ☑.
 
State the aggregate market value of the voting and non-voting common equity held by non-affiliates computed by reference to the price at which the common equity was last sold, or the average bid and asked price of such common equity, as of the last business day of the registrant’s most recently completed second fiscal quarter. $227,763,077.$231,869,446.
 
Indicate the number of shares outstanding of each of the registrant’s classes of common stock, as of the latest practicable date: 25,787,92227,816,654 shares of Class A common stock and 5,576,775 shares of Class B common stock outstanding on March 1, 2022.2024.
 
Documents Incorporated by Reference
 
The registrant incorporates by reference portions of the registrant’s definitive proxy statement relating to registrant’s annual meeting of stockholders to be held April 21, 202218, 2024 into Part III of this report.




DONEGAL GROUP INC.
INDEXINDEX TO FORM 10-K REPORT
 
  Page
PART I
  
Item 1.
1
Item 1A.
27
Item 1B.
4241
Item 1C.41
Item 2.42
Item 3.
42
Item 4.
42
   
PART II
  
Item 5.
43
Item 6.
44
Item 7.
45
Item 7A.
6162
Item 8.
6364
Item 9.
108
Item 9A.
108
Item 9B.
108109
   
PART III
  
Item 10.
110111
Item 11.
111
Item 12.
111
Item 13.
111
Item 14.
111
   
PART IV
  
Item 15.
112
Item 16.
114115

PART I

Item 1.Business.

Introduction

Donegal Group Inc., or DGI, is an insurance holding company whose insurance subsidiaries and affiliates offer property and casualty insurance in 2423 Mid-Atlantic, Midwestern, New England, Southern and Southwestern states. DGI has no significant business operations and is separate and distinct from its insurance subsidiaries. As used in this Form 10-K Report, the terms “we,” “us” and “our” refer to Donegal Group Inc. and its insurance subsidiaries. Our Class A common stock and our Class B common stock trade on the NASDAQ Global Select Market under the symbols “DGICA” and “DGICB,” respectively.

Donegal Mutual Insurance Company, or Donegal Mutual, organized us as an insurance holding company on August 26, 1986. At December 31, 2021,2023, Donegal Mutual held approximately 41%44% of our outstanding Class A common stock and approximately 84% of our outstanding Class B common stock. Donegal Mutual’s ownership provides Donegal Mutual with approximately 70%71% of the combined voting power of our outstanding shares of Class A common stock and our outstanding shares of Class B common stock. Our insurance subsidiaries and Donegal Mutual have interrelated operations due to an intercompany pooling agreement and other intercompany agreements and transactions we describe in Note 3 of the Notes to Consolidated Financial Statements. While maintaining the separate corporate existence of each company, our insurance subsidiaries conduct business together with Donegal Mutual and its insurance subsidiaries as the Donegal Insurance Group. The Donegal Insurance Group is not a legal entity, is not an insurance company and does not issue or administer insurance policies. Rather, it is a trade name that refers to the group of insurance companies that are affiliated with Donegal Mutual.

At December 31, 2021,2023, we had three segments: our investment function, our commercial lines of insurance and our personal lines of insurance. We set forth financial information about these segments in Note 19 of the Notes to Consolidated Financial Statements. The commercial lines products of our insurance subsidiaries consist primarily of commercial automobile, commercial multi-peril and workers’ compensation policies. The personal lines products of our insurance subsidiaries consist primarily of homeowners and private passenger automobile policies.

Our insurance subsidiaries and Donegal Mutual provide their policyholders with a selection of insurance products and pursue profitability by adhering to a strict underwriting discipline. Our insurance subsidiaries derive a substantial portion of their insurance business from smaller to mid-sized regional communities. We believe this focus provides our insurance subsidiaries with competitive advantages in terms of local market knowledge, marketing, underwriting, claims servicing and policyholder service. At the same time, we believe our insurance subsidiaries have cost advantages over many smaller regional insurers that result from economies of scale our insurance subsidiaries realize through centralized accounting, administrative, data processing, investment and other services.

We believe we have a substantial opportunity, as a well-capitalized regional insurance holding company with a solid business strategy, to grow profitably and compete effectively with larger national property and casualty insurers. Our downstream holding company structure, with Donegal Mutual holding approximately 70%71% of the combined voting power of our common stock, has proven its effectiveness and success over the 3537 years of our existence. Over that time period, we have grown significantly in terms of revenue and financial strength, and the Donegal Insurance Group has developed an excellent reputation as a regional group of property and casualty insurers.

WeSince 1998, we and Donegal Mutual have been an effective consolidatorcompleted seven transactions involving acquisitions of smaller “main street” property and casualty insurance companies.companies or participation in the business of property and casualty insurance companies through Donegal Mutual’s entry into quota-share reinsurance agreements with them. While we are currently placing less emphasis on pursuing acquisitions due to several ongoing major initiatives to enhance our technology infrastructure as well as our analytical and processing capabilities, we expect to continue to acquire other insurance companies to expand our business in a given region over time. Since 1998, we and Donegal Mutual have completed seven transactions involving acquisitions of property and casualty insurance companies or participation in the business of property and casualty insurance companies through Donegal Mutual’s entry into quota-share reinsurance agreements with them.

Donegal Mutual completed the merger of Mountain States Mutual Casualty Company, or Mountain States, with and into Donegal Mutual effective May 25, 2017. Donegal Mutual was the surviving company in the merger, and Mountain States’ insurance subsidiaries, Mountain States Indemnity Company and Mountain States Commercial Insurance Company (collectively, the "Mountain“Mountain States insurance subsidiaries"subsidiaries”), became insurance subsidiaries of Donegal Mutual upon completion of the merger. Upon completion of the merger, Donegal Mutual assumed all of the policy obligations of Mountain States and began to market its products together with the Mountain States insurance subsidiaries as the Mountain States Insurance Group in four Southwestern states. Donegal Mutual also entered into a 100% quota-share reinsurance agreement with the Mountain States insurance subsidiaries on the merger date. Beginning with policies effective in 2021, Donegal Mutual began to place the business of the Mountain States Insurance Group into the underwriting pool we describe in “History and Organizational Structure.” As a result, our consolidated financial results through December 31, 2020 excluded the results of the Mountain States Insurance Group operations in those Southwestern states.

We and Donegal Mutual sold Donegal Financial Services Corporation (“DFSC”) to Northwest Bancshares, Inc. (“Northwest”) on March 8, 2019, resulting in proceeds valued at approximately $85.8 million in a combination of cash and Northwest common stock. DFSC was a grandfathered unitary savings and loan holding company that owned Union Community Bank, a state savings bank. Immediately prior to the closing of the merger, DFSC paid a dividend of approximately $29.2 million to us and Donegal Mutual. As the owner of 48.2% of DFSC’s common stock, we received a dividend payment from DFSC of approximately $14.1 million and consideration from Northwest that included a combination of cash in the amount of $20.5 million and Northwest common stock with a fair value at the closing date of $20.9 million. We recorded a gain of $12.7 million from the sale of DFSC in our results of operations during 2019. We sold the Northwest common stock that we received as part of the consideration during 2019. This transaction represented the culmination of a banking strategy that began with the formation of DFSC in 2000.

Effective December 1, 2019, our insurance subsidiaries Le Mars Insurance Company (“Le Mars”) and Sheboygan Falls Insurance Company (“Sheboygan Falls”) merged with and into Atlantic States Insurance Company (the “Mergers”).  As a result of the Mergers, the separate corporate existences of Le Mars and Sheboygan Falls ceased and Atlantic States Insurance Company  (“Atlantic States”) continued as the surviving insurance company. Atlantic States placed the business of Le Mars and Sheboygan Falls, as their policies renewed subsequent to the effective date of the Mergers, into the underwriting pool.

Available Information

You may obtain our Annual Reports on Form 10-K, including this Form 10-K Report, our quarterly reports on Form 10-Q, our current reports on Form 8-K, our proxy statement and our other filings pursuant to the Securities Exchange Act of 1934, or the Exchange Act, without charge by viewing our website at www.donegalgroup.com. You may also view our Code of Business Conduct and Ethics and the charters of the executive committee, the audit committee, the compensation committee and the nominating committee of our board of directors on our website. Upon request to our corporate secretary, we will also provide printed copies of any of these documents to you without charge. We have provided the address of our website solely for the information of investors. We do not intend the reference to our website address to be an active link or to otherwise incorporate the contents of our website into this Form 10-K Report. In addition to our website, the Securities and Exchange Commission (the “SEC”) maintains an Internet site at www.sec.gov that contains our reports, proxy and information statements and other information that we electronically file with, or furnish to, the SEC.

History and Organizational Structure

In the mid-1980’s, Donegal Mutual, as a mutual insurance company, recognized the desirability of developing additional sources of capital and surplus so it could remain competitive, expand its business and ensure its long-term viability.  Accordingly, Donegal Mutual determined that the implementation of a downstream holding company structure was a viable business strategy to accomplish that objective.  Thus, in 1986, Donegal Mutual formed us as a downstream holding company, and we incorporated in the state of Delaware as Donegal Group Inc. After Donegal Mutual formed us, we in turn formed Atlantic States Insurance Company, or Atlantic States, as our wholly owned property and casualty insurance company subsidiary.

In connection with the formation of Atlantic States and the establishment of our downstream insurance holding company system, Donegal Mutual and Atlantic States entered into a proportional reinsurance agreement, or pooling agreement.  Under the pooling agreement, Donegal Mutual and Atlantic States contribute substantially all of their respective premiums, losses and loss expenses to the underwriting pool, and the underwriting pool, acting through Donegal Mutual, then allocates 80% of the pooled business to Atlantic States.  Thus, Donegal Mutual and Atlantic States share the underwriting results of the pooled business in proportion to their respective participation in the underwriting pool.

The member companies of the Donegal Insurance Group, which include our insurance subsidiaries, share a combined business plan to enhance market penetration and underwriting profitability objectives. We believe Donegal Mutual’s majority interest in the combined voting power of our Class A common stock and of our Class B common stock fosters our ability to implement our business philosophies, enjoy management continuity, maintain superior employee relations and provide a stable environment within which we can grow our businesses.

The products the member companies of the Donegal Insurance Group offer are generally complementary, which permits the Donegal Insurance Group to offer a broad range of products in a given market and to expand the Donegal Insurance Group’s ability to service an entire personal lines or commercial lines account.  Distinctions within the products the member companies of the Donegal Insurance Group offer generally relate to specific risk profiles within similar classes of business, such as preferred tier products versus standard tier products.  The member companies of the Donegal Insurance Group do not allocate all of the standard risk gradients to one company.  As a result, the underwriting profitability of the business the individual companies write directly will vary.  However, the underwriting pool homogenizes the risk characteristics of all business that Donegal Mutual and Atlantic States write directly and all business that Donegal Mutual assumes from its affiliates and places into the underwriting pool.  The business Atlantic States derives from the underwriting pool represents a significant percentage of our total consolidated revenues.

As the capital of Atlantic States and our other insurance subsidiaries has increased, the underwriting capacity of our insurance subsidiaries has increased proportionately.  The size of the underwriting pool has also increased substantially.  Therefore, as we originally planned in the mid-1980s, Atlantic States has successfully raised the capital necessary to support the growth of its direct business as well as to accept increases in its allocation of business from the underwriting pool. The portion of the underwriting pool allocated to Atlantic States has increased from an initial allocation of 35% in 1986 to an 80% allocation since March 1, 2008.  We do not anticipate any further change in the pooling agreement between Atlantic States and Donegal Mutual, including any change in the percentage participation of Atlantic States in the underwriting pool.

In addition to Atlantic States, our insurance subsidiaries are SouthernMichigan Insurance Company, of Virginia, or Southern,MICO, The Peninsula Insurance Company and its wholly owned subsidiary, Peninsula Indemnity Company, or collectively, Peninsula, and MichiganSouthern Insurance Company of Virginia, or MICO.Southern. Donegal Mutual has a 100% quota-share reinsurance agreement with Southern Mutual Insurance Company, or Southern Mutual, and Donegal Mutual places its assumed business from Southern Mutual into the underwriting pool. Donegal Mutual wholly owns and has a 100% quota-share reinsurance agreement with the Mountain States insurance subsidiaries. Beginning with policies effective in 2021, Donegal Mutual places its assumed business from the Mountain States insurance subsidiaries into the underwriting pool.

The following chart depicts our organizational structure, including all of our property and casualty insurance subsidiaries and affiliates:
graphic

graphic
(1)
Because of the different relative voting power of our Class A common stock and our Class B common stock, our public stockholders hold approximately 29% of the combined voting power of our Class A common stock and our Class B common stock and Donegal Mutual holds approximately 71% of the combined voting power of our Class A common stock and our Class B common stock.


(1)          Because of the different relative voting power of our Class A common stock and our Class B common stock, our public stockholders hold approximately 30% of the combined voting power of our Class A common stock and our Class B common stock and Donegal Mutual holds approximately 70% of the combined voting power of our Class A common stock and our Class B common stock.

-4--3-

Relationship with Donegal Mutual

Donegal Mutual provides facilities, management and other services to us and our insurance subsidiaries. In addition, Donegal Mutual purchases and maintains the information technology systems that support the business of Donegal Mutual and our insurance subsidiaries. Donegal Mutual allocates certain related expenses to Atlantic States in accordance with the relative participation of Donegal Mutual and Atlantic States in the pooling agreement. Our insurance subsidiaries other than Atlantic States reimburse Donegal Mutual for allocated costs of services Donegal Mutual provides on their behalf based on their proportion of the total direct premiums written of the Donegal Insurance Group and other metrics. Allocated expenses from Donegal Mutual for services it provided to Atlantic States and our other insurance subsidiaries totaled $219.0 million, $199.2 million and $186.6 million $153.9 millionfor 2023, 2022 and $134.1 million for 2021, 2020 and 2019, respectively. To enhance process efficiencies, Donegal Mutual paid certain expenses directly in 2021 that our insurance subsidiaries paid directly in 2020, resulting in higher allocations of expenses from Donegal Mutual to our insurance subsidiaries and lower direct expense payments by our insurance subsidiaries in 2021 compared to 2020.

Donegal Mutual is the employer of record for all personnel who provide services for our insurance subsidiaries. Donegal Mutual strives to maintain a culture that is based on integrity and respect, with an environment designed to facilitate excellent service to the agents and customers of the Donegal Insurance Group. At December 31, 2021,2023, Donegal Mutual had 838872 employees, of which 488456 were based in its Marietta, Pennsylvania headquarters and 350416 were based in regional offices or were permanent remote employees. There were 829861 full-time employees and 911 part-time employees. Due to health and safety concerns related to the COVID-19 pandemic, manyMany of Donegal Mutual'sMutual’s employees continue to work remotely from their homes or follow a hybrid schedule that includes working several days in their assigned office to allow for enhanced collaboration and interaction with other employees. Donegal Mutual targets employee compensation that is competitive and consistent with an employee'semployee’s position, knowledge, experience and skill level. Donegal Mutual provides annual wage increases that are based on merit. Donegal Mutual provides an annual cash incentive plan for all of its employees that provides an opportunity for Donegal Mutual'sMutual’s employees to earn a bonus as a percentage of their annual wages that varies based on the level of underwriting profit Donegal Insurance Group achieves for a calendar year. In addition, Donegal Mutual provides to its full-time employees a comprehensive employee benefits program, including medical, dental and vision insurance, paid time off, and a 401(k) retirement plan that includes company matching provisions. Donegal Mutual also provides substantial training, development and wellness programs and resources to its employees.

Our insurance subsidiaries have a catastrophe reinsurance agreement with Donegal Mutual, pursuant to which Donegal Mutual provides coverage for losses related to any catastrophic occurrence over a set retention of $2.0$3.0 million ($2.0 million for 2022 and 2021) for each participating insurance subsidiary, with a combined retention of $5.0$6.0 million ($5.0 million for 2022 and 2021) for a catastrophe involving a combination of participating insurance subsidiaries, up to the amount Donegal Mutual and our insurance subsidiaries retain under catastrophe reinsurance agreements with unaffiliated reinsurers. The purpose of the catastrophe reinsurance agreement is to lessen the effects of an accumulation of losses arising from one event to levels that are appropriate given each subsidiary’s size, underwriting profile and surplus.

Donegal Mutual had a quota-share reinsurance agreement with MICO for policies effective through December 31, 2021. The purpose of the quota-share reinsurance agreement with MICO was to transfer to Donegal Mutual 25% of the premiums and losses related to MICO’s business. Donegal Mutual placed its assumed business from MICO into the underwriting pool. Donegal Mutual and MICO terminated this reinsurance agreement on a run-off basis effective January 1, 2022. As a result, MICO will retainretains 100% of its net premiums and losses beginning with policies effective as of that date.

Donegal Mutual had a quota-share reinsurance agreement with Peninsula for policies effective through December 31, 2021. The purpose of the quota-share reinsurance agreement with Peninsula was to transfer to Donegal Mutual 100% of the premiums and losses related to the workers’ compensation product line of Peninsula in certain states. Donegal Mutual placed its assumed business from Peninsula into the underwriting pool. Donegal Mutual and Peninsula terminated this reinsurance agreement on a run-off basis effective January 1, 2022. As a result, Peninsula will retainretains 100% of its net workers’ compensation premiums and losses beginning with policies effective as of that date.

We and Donegal Mutual have maintained a coordinating committee since our formation in 1986. The coordinating committee consists of two members of our board of directors, neither of whom is a member of Donegal Mutual’s board of directors, and two members of Donegal Mutual’s board of directors, neither of whom is a member of our board of directors. The purpose of the coordinating committee is to establish and maintain a process for an ongoing evaluation of the transactions between Donegal Mutual, our insurance subsidiaries and us. The coordinating committee considers the fairness of each intercompany transaction to Donegal Mutual and its policyholders and to us and our stockholders.

A new agreement or any change to a previously approved agreement must receive coordinating committee approval. The approval process for a new agreement between Donegal Mutual and us or one of our insurance subsidiaries or a change in such an agreement is as follows:

both of our members on the coordinating committee must determine that the new agreement or the change in an existing agreement is fair and equitable to us and in the best interests of our stockholders;

both of Donegal Mutual’s members on the coordinating committee must determine that the new agreement or the change in an existing agreement is fair and equitable to Donegal Mutual and in the best interests of its policyholders;

our board of directors must approve the new agreement or the change in an existing agreement; and

Donegal Mutual’s board of directors must approve the new agreement or the change in an existing agreement.

The coordinating committee also meets annually to review each existing agreement between Donegal Mutual and us or our insurance subsidiaries, including all reinsurance agreements between Donegal Mutual and our insurance subsidiaries. The purpose of this annual review is to examine the results of the agreements over the past year and, in the case of reinsurance agreements, over several years and to determine if the results of the existing agreements remain fair and equitable to us and our stockholders and fair and equitable to Donegal Mutual and its policyholders or if Donegal Mutual and we should mutually agree to certain adjustments to the terms of the agreements. In the case of reinsurance agreements, the annual adjustments typically relate to the reinsurance premiums and loss retention amounts. These agreements are ongoing in nature and will continue in effect throughout 20222024 in the ordinary course of our business.

Our members on the coordinating committee, as of the date of this Form 10-K Report, are Barry C. Huber and Richard D. Wampler, II. Donegal Mutual’s members on the coordinating committee as of such date are Michael W. Brubaker and Michael K. Callahan, who replaced Cyril J. Greenya.Greenya in January 2024. We refer to our proxy statement for our annual meeting of stockholders to be held on April 21, 202218, 2024 for further information about the members of the coordinating committee.

We believe our relationships with Donegal Mutual offer us and our insurance subsidiaries a number of competitive advantages, including the following:

enabling our stable management, the consistent underwriting discipline of our insurance subsidiaries, external growth, long-term profitability and financial strength;

creating operational and expense synergies from the combination of resources and integrated operations of the Donegal Insurance Group;

producing more stable and uniform underwriting results for our insurance subsidiaries over extended periods of time than we could achieve without our relationship with Donegal Mutual;

providing opportunities for growth because of the ability of Donegal Mutual to affiliate and enter into reinsurance agreements with, or otherwise acquire control of, mutual insurance companies and place the business it assumes into the underwriting pool; and

providing Atlantic States with a significantly larger underwriting capacity because of the underwriting pool Donegal Mutual and Atlantic States have maintained since 1986.

In the first quarter of 2022,2024, our board of directors and the board of directors of Donegal Mutual each undertook a review of the relationships between Donegal Mutual and DGI and determined that continuing the current relationships and the current corporate structure of Donegal Mutual and DGI is in the best interests of DGI and its various constituencies.

Business Strategy

We and Donegal Mutual are focused on several primary strategies, including achieving sustained excellent financial performance, strategically modernizing our operations and processes to transform our business, capitalizing on opportunities to grow profitably and delivering a superior experience to our agents and policyholders. Our strategies are designed to provide value to the policyholders of Donegal Mutual and our respective insurance subsidiaries and, ultimately, to provide value to our stockholders. The annual net premiums earned of our insurance subsidiaries have increased from $301.5 million in 2006 to $776.0$882.1 million in 2021,2023, a compound annual growth rate of 6.5%.

The combined ratio of our insurance subsidiaries and that of the United States property and casualty insurance industry as computed using United States generally accepted accounting principles, or GAAP, and statutory accounting principles, or SAP, for the years 20172019 through 20212023 are shown in the following table:
 
 2021  2020  2019  2018  2017  2023  2022  2021  2020  2019 
Our GAAP combined ratio 101.0% 96.0% 99.5% 110.1% 103.0% 104.4% 103.3% 101.0% 96.0% 99.5%
Our SAP combined ratio 100.8  95.4  98.7  109.4  101.7  104.2  103.3  100.8  95.4  98.7 
Industry SAP combined ratio (1)
 101.8  98.8  98.9  99.2  103.9  103.7  103.1  99.6  98.4  98.9 


(1)
As reported (projected for 2021)2023) by A.M. Best Company.

We and Donegal Mutual believe we can continue to expand our insurance operations over time through organic growth and acquisitions of, or affiliations with, other insurance companies. We and Donegal Mutual have enhanced the performance of companies we have acquired, while leveraging the acquired companies’ core strengths and local market knowledge to expand their operations. Our insurance subsidiaries and Donegal Mutual also seek to increase their premium base by making quality independent agency appointments, enhancing their competitive position within each agency, introducing new and enhanced insurance products and developing and maintaining automated systems to improve service, communications and efficiency.

A detailed review of our business strategies follows:

Achieving sustained excellent financial performance.

Our insurance subsidiaries seek to achieve consistent underwriting profitability. Underwriting profitability is a fundamental component of our long-term financial strength because it allows our insurance subsidiaries to generate profits without relying exclusively on their investment income for profitability.

Our insurance subsidiaries seek to enhance their underwriting results by:

carefully selecting the product lines they underwrite;

carefully selecting the individual risks they underwrite;

utilizing data analytics and predictive modeling tools to inform risk selection and pricing decisions;

managing their property exposures in catastrophe-prone areas; and

evaluating their claims history on a regular basis to ensure the adequacy of their underwriting guidelines and product pricing.

Our insurance subsidiaries maintain discipline in their pricing by effecting rate increases to sustain or improve their underwriting results without unduly affecting their customer retention. In addition to appropriate pricing, our insurance subsidiaries seek to ensure that their premium rates are adequate relative to the amount of risk exposures they insure. Our insurance subsidiaries review loss trends on a regular basis to identify changes in the frequency and severity of their claims and to assess the adequacy of their rates and underwriting standards. Our insurance subsidiaries also carefully monitor and audit the information they use to price their policies for the purpose of enabling them to receive an adequate level of premiums for the risk they assume. For example, our insurance subsidiaries audit the payroll data of their workers’ compensation customers to verify that the assumptions used to price a particular policy were accurate. By implementing appropriate rate increases and understanding the risks our insurance subsidiaries agree to insure, our insurance subsidiaries seek to achieve consistent underwriting profitability.

Our insurance subsidiaries monitor the performance of the product lines they underwrite and the geographies in which they offer their insurance products. Our insurance subsidiaries take specific actions to remediate underperforming product lines or geographies that include pricing increases, underwriting adjustments, reunderwriting initiatives as well as discontinuing a given product or withdrawing from a geography when our insurance subsidiaries determine they cannot reasonably expect to generate targeted profitability over time. For example, our insurance subsidiaries ceased writing new commercial lines policies and began non-renewing all existing commercial lines accounts in the states of Georgia and Alabama during 2023. Our insurance subsidiaries took this action after determining that they could not reasonably expect to generate targeted profitability within a reasonable period of time for commercial lines of business in those states.

Our insurance subsidiaries have no material exposures to asbestos or environmental liabilities. Our insurance subsidiaries seek to provide more than one policy to a given personal lines or commercial lines customer because this “account selling” strategy diversifies their risk and has historically improved their underwriting results. Our insurance subsidiaries also use reinsurance to manage their exposure and limit their maximum net loss from large single risks or risks in concentrated areas.

Our insurance subsidiaries maintain stringent expense controls under direct supervision of their senior management. We centralize the processing and administrative activities of our insurance subsidiaries to realize operating synergies and better expense control. Our insurance subsidiaries utilize technology to automate much of their underwriting, claims and billing processes and to facilitate agency and policyholder communications on an efficient, timely and cost-effective basis. Our insurance subsidiaries have increased their annual premium per employee, a measure of efficiency that our insurance subsidiaries use to evaluate their operations, from approximately $470,000 in 1999 to approximately $1.2 million in 2021.2023.

Return on invested assets is an important element of the financial results of our insurance subsidiaries. The investment strategy of our insurance subsidiaries is to generate an appropriate amount of after-tax income on invested assets while limiting the potential impact of equity market volatility and minimizing credit risk through investments in high-quality securities. As a result, our insurance subsidiaries seek to invest a high percentage of their assets in diversified, highly rated and marketable fixed-maturity instruments. The fixed-maturity portfolios of our insurance subsidiaries consist of both taxable and tax-exempt securities. Our insurance subsidiaries maintain a portion of their portfolios in short-term securities to provide liquidity for the payment of claims and operation of their respective businesses. Our insurance subsidiaries maintain a small percentage (5.0%(2.0% at December 31, 2021)2023) of their portfolios in equity securities that have a history of paying cash dividends or that our insurance subsidiaries expect will appreciate in value over time.

Strategically modernizing our operations and processes to transform our business.

In 2018, Donegal Mutual initiated a multi-year systems modernization project to replace its remaining legacy systems, streamline business processes and workflows and enhance data analytics and modeling capabilities. In February 2020, Donegal Mutual implemented the first release of new systems related to the project, and our insurance subsidiaries began to issue workers’ compensation policies from the new systems in the second quarter of 2020. In August 2021, Donegal Mutual implemented the second release of new systems related to the project, including a new agency portal and the rating, underwriting and policy issuance capabilities necessary to support the launch of new personal lines products, and our insurance subsidiaries began to issue new personal lines products from the new systems in the fourth quarter of 2021. In 2023, Donegal Mutual implemented two additional major releases of new systems, which included three commercial lines of business with enhanced straight-through-processing capabilities as well as dwelling fire and conversion of legacy homeowners renewal policies in two initial states. Over the next severaltwo years, Donegal Mutual expects to implement new systems for the remaining lines of business the Donegal Insurance Group offers currently. The next releaseissues currently and for the conversion of new systems related toremaining legacy renewal policies of the project will include three commercial lines of business with enhanced straight-through-processing capabilities. This release is scheduled for implementation beginning in the first half of 2023.Donegal Insurance Group.

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In 2019, we establishedWe have an enterprise analytics department with the goal ofthat is focused on integrating data and analytics into strategy and decision-making at all levels of our organization. The enterprise analytics team is responsible for core functions of rate-making, predictive analytics, data management and business intelligence. These responsibilities include the development and expansion of risk-based pricing segmentation, analytical innovation, predictive modeling solutions, formal data strategies, performance monitoring and enhanced reporting mechanisms. We developed and began executing a pricing and analytics roadmap that will continue to deliver data-driven insights to our underwriters. This roadmap includes ongoing development and enhancement of quality tools that allow us to operationalize pricing and underwriting predictive models, integrate internal and external data for better-informed pricing and underwriting decisions and enhance the automation and precision of our rate indication methodology. Our enterprise analytics team is continuing to develop new tools and solutions that are enhancing our product portfolio management capabilities, competitive intelligence, pricing sophistication and utilization of data to monitor and manage our operations. The team also generates reporting and analyses that enable us to draw business insights from data that drive actions to improve performance.

We are expanding our focusfocused on process excellence including the formalization of a structure to readily identify opportunities for operational efficiencies and to buildhave prepared a multi-year roadmap for addressing those opportunities. We are also expanding our data management personnel and capabilities to continually ensure the data upon which we rely for our business decisions and financial reporting is complete, accurate and secure. We have assigned an innovation task force the responsibility to research emerging technologies and identify potential technology solutions that might assist us in further modernizingachieving our operations.business strategies.

Capitalizing on opportunities to grow profitably.

Continued expansion of our insurance subsidiaries within their existing markets will be a key source of their continued premium growth, and maintaining an effective network of independent agencies is integral to this expansion. Our insurance subsidiaries seek to be among the top three insurers within each of the independent agencies for the lines of business our insurance subsidiaries write by providing a consistent, competitive and stable market for their products. We believe that the consistency of the product offerings of our insurance subsidiaries enables our insurance subsidiaries to compete effectively for independent agents with other insurers whose product offerings may fluctuate based on industry conditions. Our insurance subsidiaries offer a competitive compensation program to their independent agents that rewards them for producing profitable growth and maintaining profitable books of business with our insurance subsidiaries.

Our insurance subsidiaries execute a combined annual business plan with Donegal Mutual and its insurance subsidiaries. Within the past several years, we have enhanced the annual planning process to ensure that we are directing efforts and resources toward geographic regions, market segments, product lines and classes of business that will give us the best opportunities to achieve sustained growth and profitability. During 2021, we further enhancedAs part of the planning process, by performingwe perform a detailed analysis of internal and external data with respect to each state within our operating regions. We assessedassess state-specific marketing dynamics and opportunities, including an evaluation of the historical experience of our insurance subsidiaries. We then assignedassign a strategic posture for each state and developeddevelop action plans to execute state-specific strategies for growth or reduction of premiums, agency distribution and enhanced profit generation over the next several years. As part of our property exposure management, we implemented tools that have allowed us to assign a strategic posture at a county level within each state. Our insurance subsidiaries utilize these tools to further manage and refine their concentrations of property risk exposure and to enhance their geographic risk diversification. We expect this strategy will reduce over time the overall impact of losses from severe weather events to the results of our insurance subsidiaries.

In recent years, the consolidation of independent agencies has accelerated, resulting in the acquisition of independent agencies from which our insurance subsidiaries and Donegal Mutual currently receive business by national cluster groups and aggregators. We have aexpanded our national accounts team that is responsible for the management and expansion of our relationships with these national agency groups. The national accounts team serves as a centralized point of contact for these groups and works directly with our regional sales and marketing teams to support and develop relationships with independent agents affiliated with national agency groups. We believe our relationships with existing and emerging national agency groups will continue to expand and that these groups represent a significant opportunity for profitable future growth.

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Delivering a superior experience to our agents and policyholders.

Donegal Mutual and our insurance subsidiaries strive to maintain technology comparable to that of their larger competitors. “Ease of doing business” is an increasinglya critically important component of an insurer’s value to an independent agency. Our insurance subsidiaries provide fully automated underwriting and policy issuance portals that substantially ease data entry and facilitate the quoting and issuance of policies for the independent agents of our insurance subsidiaries. As a result, applications of the independent agents for our insurance subsidiaries can result in policy issuance without further re-entry of information. These systems also interface with the agency management systems of the independent agents of our insurance subsidiaries. In addition, we are employingcontinue to explore and implement new agency relationship management solutions to expand the abilities of our insurance subsidiaries to manage their agency relationships and enhance their agency communications and interactions.

Our insurance subsidiaries also provide their independent agents with ongoing support to enable them to better attract and service customers, including:

training programs;

marketing support;

availability of a personal lines service center that provides comprehensive service for our personal lines policyholders;

availability of a commercial lines small business unit to monitor straight-through processing results and enhance turnaround time for responses to agents for less complicated commercial risks;

availability of a commercial lines service center, which is an optional service enhancement for agencies who prefer that we interact directly with their customers for mid-term policy coverage changes and other service requests; and

accessibility to and regular interactions with marketing and underwriting personnel and senior management of our insurance subsidiaries.

Our insurance subsidiaries appoint independent agencies with a strong underwriting and growth track record. We believe that our insurance subsidiaries will drive continued long-term growth by carefully selecting, motivating and supporting their independent agencies.

We believe that excellent policyholder service is important in attracting new policyholders and retaining existing policyholders. Our insurance subsidiaries work closely with their independent agents to provide a consistently responsive level of claims service, underwriting and customer support. Our insurance subsidiaries seek to respond expeditiously and effectively to address customer and independent agent inquiries in a number of ways, including:

availability of a customer call center, secure website and mobile application for claims reporting;

availability of a secure website and mobile application for access to policy information and documents, payment processing and other features;

timely replies to information requests and policy submissions; and

prompt responses to, and processing of, claims.

Our insurance subsidiaries periodically conduct policyholder surveys to evaluate the effectiveness of their service to policyholders. The management of our insurance subsidiaries meets on a regular basis with the personnel of the independent insurance agents our insurance subsidiaries appoint to seek service improvement recommendations, react to service issues and better understand local market conditions.

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Acquiring property and casualty insurance companies to augment the organic growth of our insurance subsidiaries.

We have been an effective consolidator of smaller “main street” property and casualty insurance companies. While we are currently placing less emphasis on pursuing acquisitions due to several ongoing major initiatives to enhance our technology infrastructure as well as our analytical and processing capabilities, we expect to continue to acquire other insurance companies to expand our business in a given region over time.

Since 1998, we and Donegal Mutual have completed seven transactions involving acquisitions of property and casualty insurance companies or participation in the business of property and casualty insurance companies through Donegal Mutual’s entry into quota-share reinsurance agreements with them. We and Donegal Mutual intend to continue our growth by pursuing affiliations and acquisitions that meet our criteria. Our primary criteria are:

location in regions where our insurance subsidiaries and Donegal Mutual are currently conducting business or that offer an attractive opportunity to conduct profitable business;

a mix of business similar to the mix of business of our insurance subsidiaries and Donegal Mutual;

annual premium volume between $50.0 million to $100.0 million; and

fair and reasonable transaction terms.

We believe that our relationship with Donegal Mutual assists us in pursuing affiliations with, and subsequent acquisitions of, mutual insurance companies because, through Donegal Mutual, we understand the concerns and issues that mutual insurance companies face. In particular, Donegal Mutual has had success affiliating with underperforming mutual insurance companies that were operating at a competitive disadvantage due to lack of economies of scale compared to other industry participants, and we have either acquired them following their conversion to a stock company or benefited from their underwriting results as a result of Donegal Mutual’s entry into a 100% quota-share reinsurance agreement with them and placement of that assumed business into the pooling agreement. We evaluate a number of areas for operational synergies when considering acquisitions, including product underwriting, expenses, the cost of reinsurance and technology.

We believe that our ability to make direct acquisitions of stock insurance companies and to make indirect acquisitions of mutual insurance companies through Donegal Mutual provides us with flexibility that is a competitive advantage in making acquisitions. We also believe our historic record demonstrates our ability to acquire control of an underperforming insurance company utilizing a number of different acquisition structures and affiliation strategies, re-underwrite its book of business, reduce its cost structure and return it to sustained profitability.

While Donegal Mutual and we generally engage in preliminary discussions with potential direct or indirect acquisition candidates from time to time, neither Donegal Mutual nor we make any public disclosure regarding a proposed acquisition until Donegal Mutual or we have entered into a definitive acquisition agreement.

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The following table highlights our and Donegal Mutual’s history of insurance company acquisitions and affiliations since 1998:

Company Name State of Domicile 
Year Control
Acquired
 Method of Acquisition/Affiliation
Southern Heritage Insurance Company (1)
 Georgia 1998 Purchase of stock by us in 1998.
       
Le Mars Mutual Insurance Company of Iowa and then Le Mars Insurance Company (1)
 Iowa 2002 Surplus note investment by Donegal Mutual in 2002; conversion to stock company in 2004; acquisition of stock by us in 2004.
       
Peninsula Insurance Group
 Maryland 2004 Purchase of stock by us in 2004.
       
Sheboygan Falls Mutual Insurance Company and then Sheboygan Falls Insurance Company (1)
 Wisconsin 2007 Contribution note investment by Donegal Mutual in 2007; conversion to stock company in 2008; acquisition of stock by us in 2008.
       
Southern Mutual Insurance Company (2)
 Georgia 2009 Surplus note investment by Donegal Mutual and quota-share reinsurance in 2009.
       
Michigan Insurance Company
 Michigan 2010 Purchase of stock by us in 2010.
       
Mountain States Mutual Casualty Company(3)
 New Mexico 2017 Merger with and into Donegal Mutual in 2017.



(1)
To reduce administrative and compliance costs and expenses, these subsidiaries subsequently merged into one of our existing insurance subsidiaries.

(2)
Control acquired by Donegal Mutual.

(3)
Donegal Mutual completed the merger of Mountain States with and into Donegal Mutual effective May 25, 2017. Donegal Mutual was the surviving company in the merger, and Mountain States insurance subsidiaries became insurance subsidiaries of Donegal Mutual upon completion of the merger. Donegal Mutual also entered into a 100% quota-share reinsurance agreement with the Mountain States insurance subsidiaries on the merger date. Beginning with policies effective in 2021, Donegal Mutual places the business of the Mountain States Insurance Group into the underwriting pool.

Competition

The property and casualty insurance industry is highly competitive on the basis of both price and service. Numerous companies compete for business in the geographic areas where our insurance subsidiaries operate. Many of these other insurance companies are substantially larger and have greater financial resources than those of our insurance subsidiaries. In addition, because our insurance subsidiaries and Donegal Mutual market their respective insurance products exclusively through independent insurance agencies, most of which represent more than one insurance company, our insurance subsidiaries face competition within agencies, as well as competition to retain qualified independent agents. Insurance companies that are substantially larger than our insurance subsidiaries are likely to benefit from certain cost synergies, and insurance companies that market their products directly to end consumers are likely to incur lower relative acquisition costs compared to those of our insurance subsidiaries.

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Products and Underwriting

We report the results of our insurance operations in two segments: commercial lines of insurance and personal lines of insurance. The commercial lines our insurance subsidiaries write consist primarily of commercial automobile, commercial multi-peril and workers’ compensation insurance. The personal lines our insurance subsidiaries write consist primarily of private passenger automobile and homeowners insurance. We describe these lines of insurance in greater detail below:

Commercial

Commercial automobile — policies that provide protection against liability for bodily injury and property damage arising from automobile accidents and protection against loss from damage to automobiles owned by the insured.

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Commercial multi-peril — policies that provide protection to businesses against many perils, usually combining liability and physical damage coverages.

Workers’ compensation — policies employers purchase to provide benefits to employees for injuries sustained during employment. The workers’ compensation laws of each state determine the extent of the coverage we provide.

Personal

Private passenger automobile — policies that provide protection against liability for bodily injury and property damage arising from automobile accidents and protection against loss from damage to automobiles owned by the insured.

Homeowners — policies that provide coverage for damage to residences and their contents from a broad range of perils, including fire, lightning, windstorm and theft. These policies also cover liability of the insured arising from injury to other persons or their property while on the insured’s property and under other specified conditions.

In recent years, we have taken actions to shift our business mix to a higher proportion of commercial business, where we believe we will continue to have opportunities to achieve profitable, sustainable long-term growth. Due to our decision to exit the commercial lines markets in Georgia and Alabama that reduced commercial lines premiums and the significant personal lines rate increases we implemented to restore profitability while maintaining strong policy retention rates that increased personal lines premiums, our 2023 business mix did not reflect this strategic shift that we expect will resume as we concentrate on profitable commercial growth opportunities in the future. We are executing state-specific strategies that include accelerating growth in states where we see opportunities for profitable growth and reducing exposures in states we have targeted for profit improvement. While we expect ourto place greater emphasis on commercial growth rate will exceed that of personal lines for the foreseeable future, we desire to maintain a profitable book of personal business to provide enhanced stability across our product portfolio and increase our brand value to our independent agents. We commenced a phased rollout of newDonegal Mutual and our insurance subsidiaries offer personal lines products in the fourth quarter of 2021.ten states through a modern, user-friendly online agency portal. These products feature variouscomprehensive coverage enhancements,options, modernized rating methodology, enhanced pricing segmentation, application of predictive analytical models and utilization of third-party data to augment pricing and risk selection. We implemented a newDue to ongoing inflationary pressures on loss costs, we carefully managed personal lines agency portal andexposure growth in 2023, while implementing premium rate increases throughout the rating, underwriting and policy issuance capabilities necessary to support the launch in the ten states where Donegal Mutual and our insurance subsidiaries offer personal lines. The portal and systems are now live in the states of Indiana, Ohio and Pennsylvania, andyear. In 2024, we plan to continue implementing premium rate increases and managing exposures to restore the rolloutprofitability of the newour personal lines products in the remaining seven states throughout 2022. We expect to write sufficient levels of new personal lines business to offset normal policy attrition within our legacy personal lines book of business with the goal of achieving modest levels of personal lines premium growth following the completion of the rollout.segment.

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The following table sets forth the net premiums written of our insurance subsidiaries by line of insurance for the periods indicated:
 
 Year Ended December 31,  Year Ended December 31, 
 2021  2020  2019  2023  2022  2021 
(dollars in thousands) Amount  %  Amount  %  Amount  %  Amount  %  Amount  %  Amount  % 
Commercial lines:                                    
Automobile $161,947  20.1% $135,294  18.2% $122,142  16.2% $174,741  19.5% $167,774  19.9% $161,947  20.1%
Workers’ compensation 113,256  14.1  109,960  14.8  113,684  15.1  107,598  12.0  111,892  13.3  113,256  14.1 
Commercial multi-peril 188,242  23.4  147,993  19.9  138,750  18.5  195,632  21.8  200,045  23.7  188,242  23.4 
Other  38,340   4.8   32,739   4.5   30,303   4.0   50,458   5.7   51,135   6.0   49,229   6.1 
Total commercial lines  501,785   62.4   425,986   57.4   404,879   53.8   528,429   59.0   530,846   62.9   512,674   63.7 
Personal lines:                                    
Automobile 170,578  21.2  184,602  24.9  210,507  28.0  215,957  24.1  181,129  21.5  170,578  21.2 
Homeowners 109,974  13.7  111,886  15.1  117,118  15.5  139,688  15.6  120,087  14.2  109,974  13.7 
Other  21,930   2.7   19,666   2.6   20,097   2.7   11,623   1.3   11,468   1.4   11,041   1.4 
Total personal lines  302,482   37.6   316,154   42.6   347,722   46.2   367,268   41.0   312,684   37.1   291,593   36.3 
Total business $804,267   100.0% $742,140   100.0% $752,601   100.0% $895,697   100.0% $843,530   100.0% $804,267   100.0%

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The commercial lines and personal lines underwriting departments of our insurance subsidiaries evaluate and select those risks that they believe will enable our insurance subsidiaries to achieve an underwriting profit. Within each of the underwriting departments, our insurance subsidiaries have dedicated product development and management teams responsible for the development of quality products at competitive prices to promote growth and profitability as well as the enhancement of our current products to meet targeted customer needs.

In order to achieve underwriting profitability on a consistent basis, our insurance subsidiaries:

assess and select primarily standard and preferred risks;

adhere to disciplined underwriting guidelines;

seek to price risks appropriately based on exposure, risk characteristics, utilization of predictive models and application of underwriting judgmentjudgment; and

utilize various types of risk management and loss control services.

Our insurance subsidiaries also review their existing policies andportfolio of insured accounts to determine whether thosecertain risks or classes of business continue to meet their underwriting guidelines.guidelines and margin expectations. If a given policyaccount or accountclass of business no longer meets those underwriting guidelines or margin expectations, our insurance subsidiaries will take appropriate action regarding that policyaccount or account,class of business, including raising premium rates or non-renewing the policypolicies to the extent applicable law permits.laws and regulations permit.

As part of the effort of our insurance subsidiaries to maintain acceptable underwriting results, they conduct annual reviews of agencies that have failed to meet their underwriting profitability criteria. The review process includes an analysis of the underwriting and re-underwriting practices of the agency, the completeness and accuracy of the applications the agency submits, the adequacy of the training of the agency’s staff and the agency’s record of adherence to the underwriting guidelines and service standards of our insurance subsidiaries. Based on the results of this review process, the marketing and underwriting personnel of our insurance subsidiaries develop, together with the agency, a plan to improve its underwriting profitability. Our insurance subsidiaries monitor the agency’s compliance with the plan and take other measures as required in the judgment of our insurance subsidiaries, including the termination, to the extent applicable law permitslaws and regulations permit, of agencies that are unable to achieve acceptable underwriting profitability.

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Distribution

Our insurance subsidiaries market their products primarily in the Mid-Atlantic, Midwestern, New England, Southern and Southwestern regions through approximately 2,3002,200 independent insurance agencies. At December 31, 2021,2023, the Donegal Insurance Group actively wrote business in 2423 states (Alabama,(Arizona, Colorado, Delaware, Georgia, Illinois, Indiana, Iowa, Maine, Maryland, Michigan, Nebraska, New Hampshire, New Mexico, North Carolina, Ohio, Pennsylvania, South Carolina, South Dakota, Tennessee, Texas, Utah, Vermont, Virginia, and Wisconsin). Beginning with policies effective in 2021, Donegal Mutual includes the business it writes directly and assumes from the Mountain States insurance subsidiaries in fourfive Southwestern states (Colorado,(Arizona, Colorado, New Mexico, Texas and Utah) in the pooling agreement between Donegal Mutual and Atlantic States. This business had no impact on our results of operations prior to 2021. We believe the relationships of our insurance subsidiaries with their independent agents are valuable in identifying, obtaining and retaining profitable business. Our insurance subsidiaries maintain a stringent agency selection procedure that emphasizes appointing agencies with proven marketing strategies for the development of profitable business, and our insurance subsidiaries only appoint agencies with a strong underwriting history and potential growth capabilities. Our insurance subsidiaries also regularly evaluate the independent agencies that represent them based on their profitability and performance in relation to the objectives of our insurance subsidiaries. Our insurance subsidiaries seek to be among the top three insurers within each of their agencies for the lines of business our insurance subsidiaries write.

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The following table sets forth the percentage of direct premiums our insurance subsidiaries write, including 80% of the direct premiums Donegal Mutual and Atlantic States include in the underwriting pool, in each of the states where they conducted a significant portion of their business in 2021:2023:
 
Pennsylvania  33.736.7%
Michigan  15.415.9 
Maryland  8.98.7 
Delaware  6.6 
Virginia  6.16.3
Ohio3.9 
Georgia  5.63.2 
Wisconsin  3.9
Ohio3.33.2 
Indiana  2.3
Iowa2.32.8 
North Carolina  1.92.4 
Tennessee  1.81.7 
Other  8.28.6 
Total  100.0%

Our insurance subsidiaries employ a number of policies and procedures that we believe enable them to attract, retain and motivate their independent agents. We believe that the consistency of the product offerings of our insurance subsidiaries enables our insurance subsidiaries to compete effectively for independent agents with other insurers whose product offerings may fluctuate based upon industry conditions. Our multi-year systems modernization project is further enhancing the ability of our insurance subsidiaries to conduct business with their independent agents and to develop and implement new products. Our insurance subsidiaries have a competitive compensation program for their independent agents that includes base commissions, growth incentive plans and a profit-sharing plan, consistent with applicable state laws and regulations, under which the independent agents may earn additional commissions based upon the volume of premiums produced and the profitability of the business our insurance subsidiaries receive from that agency. We have an agency stock purchase plan that allows our independent agents to purchase our Class A common stock at a discount to market prices to further align the interests of our independent agents with the interests of our stockholders.

Our insurance subsidiaries encourage their independent agents to focus on “account selling,” or serving all of a particular insured’s property and casualty insurance needs, which our insurance subsidiaries believe generally results in more favorable loss experience than covering a single risk for an individual insured.

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Technology

Donegal Mutual owns and manages the technology that our insurance subsidiaries utilize on a daily basis. The technology is comprised of highly integrated agency-facing and back-end processing systems that operate within an advanced, modernized infrastructure that provides high service levels for performance, reliability, security and availability. Donegal Mutual maintains disaster recovery and backup systems and tests these systems on a regular basis. Our insurance subsidiaries bear their proportionate share of information services expenses based on their respective percentage of the total net premiums written of the Donegal Insurance Group.

The business strategy and ultimate success of our insurance subsidiaries depends on the effectiveness of efficient and integrated business systems and technology infrastructure. These systems enable our insurance subsidiaries to provide quality service to agents and policyholders by processing business in a timely and dependable manner, communicate and share data with agents and provide a variety of methods for the payment of premiums. These systems also allow for the accumulation and analysis of data and information for the management of our insurance subsidiaries. Donegal Mutual is currently in the midst of a multi-year effort to modernize certain of its key infrastructure and applications systems we describe in more detail under “Business - Business Strategy - Strategically modernizing our operations and processes to transform our business.”

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The modernized proficiency of these integrated technology systems facilitates high service levels for the agents and policyholders of our insurance subsidiaries, increased efficiencies in processing the business of our insurance subsidiaries and lower operating costs. Key components of these technology systems include agency interface systems, automated policy management systems, a claims processing system and a billing administration system. The agency interface systems provide our insurance subsidiaries with a comprehensive single source to facilitate data sharing both to and from agents’ systems and also provides agents with an integrated means of processing new business. The automated policy management systems provide agents with the ability to generate underwritten quotes and automatically issue policies that meet the underwriting guidelines of our insurance subsidiaries with limited or no intervention by their personnel. The claims processing system allows our insurance subsidiaries to process claims efficiently and in an automated environment. The billing administration system allows our insurance subsidiaries to process premium billing and collection efficiently and in an automated environment.

We believe Donegal Mutual'sMutual’s agency-facing technology systems compare well against those of many national property and casualty insurance carriers in terms of feature capabilities and service levels. Donegal Mutual maintains a regular interactive forum with its independent agents to be proactive in identifying opportunities for continued automation and technology enhancements.

Claims

The management of claims is a critical component of the philosophy of our insurance subsidiaries to achieve underwriting profitability on a consistent basis and is fundamental to the successful operations of our insurance subsidiaries and their dedication to excellent service. Our senior claims management oversees the claims processing units of each of our insurance subsidiaries to assure consistency in the claims settlement process. The field office staff of our insurance subsidiaries receives support from home office technical, litigation, material damage, subrogation and medical audit personnel.

The claims departments of our insurance subsidiaries rigorously manage claims to assure that they settle legitimate claims quickly and fairly and that they identify questionable claims for defense. In the majority of cases, the personnel of our insurance subsidiaries, who have significant experience in the property and casualty insurance industry and know the service philosophy of our insurance subsidiaries, adjust claims. Our insurance subsidiaries provide various means of claims reporting on a 24-hours a day, seven-days a week basis, including toll-free numbers and electronic reporting through our website and mobile application. Our insurance subsidiaries strive to respond to notifications of claims promptly, generally within the day reported. Our insurance subsidiaries believe that, by responding promptly to claims, they provide quality customer service and minimize the ultimate cost of the claims. Our insurance subsidiaries engage independent adjusters as needed to handle claims in areas in which the volume of claims is not sufficient to justify the hiring of internal claims adjusters by our insurance subsidiaries. Our insurance subsidiaries also employ independent adjusters and private investigators, structural experts and outside legal counsel to supplement their internal staff and to assist in the investigation of claims. Our insurance subsidiaries have a special investigative unit primarily staffed by former law enforcement officers that attempts to identify and prevent fraud and abuse and to investigate questionable claims.

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The management of the claims departments of our insurance subsidiaries develops and implements policies and procedures for the establishment of adequate claim reserves. Our insurance subsidiaries employ an actuarial staff that regularly reviews their reserves for incurred but not reported claims. The management and staff of the claims departments resolve policy coverage issues, manage and process reinsurance recoveries and handle salvage and subrogation matters. The litigation and personal injury sections of our insurance subsidiaries manage all claims litigation. Branch office claims above certain thresholds require home office review and settlement authorization. Our insurance subsidiaries provide their claims adjusters reserving and settlement authority based upon their experience and demonstrated abilities. Larger or more complicated claims require consultation and approval of senior claims department management.

Liabilities for Losses and Loss Expenses

Liabilities for losses and loss expenses are estimates at a given point in time of the amounts an insurer expects to pay with respect to incurred policyholder claims based on facts and circumstances the insurer knows at that point in time. For example, legislative, judicial and regulatory actions may expand coverage definitions, retroactively mandate coverage or otherwise require our insurance subsidiaries to pay losses for damages that their policies explicitly excluded or did not intend to cover. At the time of establishing its estimates, an insurer recognizes that its ultimate liability for losses and loss expenses will exceed or be less than such estimates. Our insurance subsidiaries base their estimates of liabilities for losses and loss expenses on assumptions as to future loss trends, expected claims severity, judicial theories of liability and other factors. However, during the loss adjustment period, our insurance subsidiaries may learn additional facts regarding individual claims, and, consequently, it often becomes necessary for our insurance subsidiaries to refine and adjust their estimates for these liabilities. We reflect any adjustments to the liabilities for losses and loss expenses of our insurance subsidiaries in our consolidated results of operations in the period in which our insurance subsidiaries make adjustments to their estimates.

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Our insurance subsidiaries maintain liabilities for the payment of losses and loss expenses with respect to both reported and unreported claims. Our insurance subsidiaries establish these liabilities for the purpose of covering the ultimate costs of settling all losses, including investigation and litigation costs. Our insurance subsidiaries base the amount of their liability for reported losses primarily upon a case-by-case evaluation of the type of risk involved, knowledge of the circumstances surrounding each claim and the insurance policy provisions relating to the type of loss the policyholder incurred. Our insurance subsidiaries determine the amount of their liability for unreported claims and loss expenses on the basis of historical information by line of insurance. Our insurance subsidiaries account for inflation in the reserving function through analysis of costs and trends and reviews of historical reserving results. Our insurance subsidiaries monitor their liabilities closely and recompute them periodically using new information on reported claims and a variety of statistical techniques. Our insurance subsidiaries do not discount their liabilities for losses and loss expenses.

Reserve estimates can change over time because of unexpected changes in assumptions related to our insurance subsidiaries’ external environment and, to a lesser extent, assumptions related to our insurance subsidiaries’ internal operations. For example, our insurance subsidiaries have experienced an increase in claims severity and a lengthening of the claim settlement periods on bodily injury claims during the past several years. In addition, the COVID-19 pandemic and related government mandates and restrictions resulted in various changes from historical claims reporting and settlement trends during 2020 and resulted in significant increases in loss costs in 20212022 and 2023 due to a number of factors, including supply chain disruption, higher new and used automobile values, increases in the cost of replacement automobile parts and rising labor rates. TheseWhile these trend changes have begun to normalize, they caused significant disruption to historical loss patterns and give rise to greater uncertainty as to the pattern of future loss settlements. Related uncertainties regarding future trends include social inflation, availability and cost of replacement automobile parts and building materials, availability of skilled labor, the rate of plaintiff attorney involvement in claims and the cost of medical technologies and procedures. Assumptions related to our insurance subsidiaries’ external environment include the absence of significant changes in tort law and the legal environment that increase liability exposure, consistency in judicial interpretations of insurance coverage and policy provisions and the rate of loss cost inflation. Internal assumptions include consistency in the recording of premium and loss statistics, consistency in the recording of claims, payment and case reserving methodology, accurate measurement of the impact of rate changes and changes in policy provisions, consistency in the quality and characteristics of business written within a given line of business and consistency in reinsurance coverage and collectability of reinsured losses, among other items.  To the extent our insurance subsidiaries determine that underlying factors impacting their assumptions have changed, our insurance subsidiaries make adjustments in their reserves that they consider appropriate for such changes. Accordingly, our insurance subsidiaries’ ultimate liability for unpaid losses and loss expenses will likely differ from the amount recorded at December 31, 2021.2023. For every 1% change in our insurance subsidiaries’ loss and loss expense reserves, net of reinsurance recoverable, the effect on our pre-tax results of operations would be approximately $6.3$6.9 million.

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The establishment of appropriate liabilities is an inherently uncertain process and we can provide no assurance that our insurance subsidiaries’ ultimate liability will not exceed our insurance subsidiaries’ loss and loss expense reserves and have an adverse effect on our results of operations and financial condition. Furthermore, we cannot predict the timing, frequency and extent of adjustments to our insurance subsidiaries’ estimated future liabilities, because the historical conditions and events that serve as a basis for our insurance subsidiaries’ estimates of ultimate claim costs may change. As is the case for substantially all property and casualty insurance companies, our insurance subsidiaries have found it necessary in the past to increase their estimated future liabilities for losses and loss expenses in certain periods and, in other periods, their estimated future liabilities for losses and loss expenses have exceeded their actual liabilities for losses and loss expenses. Changes in our insurance subsidiaries’ estimates of their liability for losses and loss expenses generally reflect actual payments and their evaluation of information received subsequent to the prior reporting period.  Our insurance subsidiaries recognized a decrease in their liability for losses and loss expenses of prior years of $16.7 million, $44.8 million and $31.2 million $12.9 millionin 2023, 2022 and $12.9 million in 2021, 2020 and 2019, respectively. Our insurance subsidiaries made no significant changes in their reserving philosophy or claims management personnel, and they have made no significant offsetting changes in estimates that increased or decreased their loss and loss expense reserves in those years. The 2023 development represented 2.5% of the December 31, 2022 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2023. The majority of the 2023 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2022 development represented 7.2% of the December 31, 2021 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2022. The majority of the 2022 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO.  The 2021 development represented 5.6% of the December 31, 2020 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile, workers’ compensation and commercial automobile lines of business for accident years prior to 2021. The majority of the 2021 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2020 development represented 2.6% of the December 31, 2019 net carried reserves and resulted primarily from lower-than-expected severity in the workers’ compensation and personal automobile lines of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2020. The majority of the 2020 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2019 development represented 2.7% of the December 31, 2018 net carried reserves and resulted primarily from lower-than-expected severity in the workers’ compensation line of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2019. The majority of the 2019 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO.

-17-

Excluding the impact of severe weather events and the COVID-19 pandemic, our insurance subsidiaries have noted stable amounts in the number of claims incurred and the number of claims outstanding at period ends relative to their premium base in recent years across most of their lines of business. However, the amount of the average claim outstanding has increased gradually over the past several years due to various factors such as increased property and automobile repair and replacement costs, rising inflationmedical loss costs and increased litigation trends. We have also experienced a general slowing of settlement rates in litigated claims and lengthening of repair completion times for property and automobile claims. Our insurance subsidiaries could have to make further adjustments to their estimates in the future. However, on the basis of our insurance subsidiaries’ internal procedures, which analyze, among other things, their prior assumptions, their experience with similar cases and historical trends such as reserving patterns, loss payments, pending levels of unpaid claims and product mix, as well as court decisions, economic conditions and public attitudes, we believe that our insurance subsidiaries have made adequate provision for their liability for losses and loss expenses.

-17-

Atlantic States’ participation in the underwriting pool with Donegal Mutual exposes Atlantic States to adverse loss development on the business that Donegal Mutual contributes to the underwriting pool. However, pooled business represents the predominant percentage of the net underwriting activity of both companies, and Donegal Mutual and Atlantic States share proportionately any adverse risk development relating to the pooled business. The business in the underwriting pool is homogeneous, and each company has a pro-rata share of the entire underwriting pool. Since the predominant percentage of the business of Atlantic States and Donegal Mutual is pooled and the results shared by each company according to its participation level under the terms of the pooling agreement, the intent of the underwriting pool is to produce a more uniform and stable underwriting result from year to year for each company than either would experience individually and to spread the risk of loss between the companies.

Differences between liabilities reported in our financial statements prepared on a GAAP basis and our insurance subsidiaries’ financial statements prepared on a SAP basis result from anticipating salvage and subrogation recoveries for GAAP but not for SAP. These differences amounted to $23.5$32.4 million, $21.0$28.7 million and $20.2$23.5 million at December 31, 2021, 20202023, 2022 and 2019,2021, respectively.

-18-

The following table sets forth a reconciliation of the beginning and ending GAAP net liability of our insurance subsidiaries for unpaid losses and loss expenses for the periods indicated:
 
 Year Ended December 31,  Year Ended December 31, 
(in thousands) 2021  2020  2019  2023  2022  2021 
Gross liability for unpaid losses and loss expenses at beginning of year $962,007  $869,674  $814,665  $1,121,046  $1,077,620  $962,007 
Less reinsurance recoverable  404,818   362,768   339,267  451,184  451,261  404,818 
Cumulative effect of adoption of updated accounting guidance for credit losses at January 1  1,132       
Net liability for unpaid losses and loss expenses at beginning of year  557,189   506,906   475,398   670,994   626,359   557,189 
Provision for net losses and loss expenses for claims incurred in the current year 551,918  472,709  519,320  625,831  608,900  551,918 
Change in provision for estimated net losses and loss expenses for claims incurred in prior years  (31,208)  (12,945)  (12,932)  (16,653)  (44,821)  (31,208)
Total incurred  520,710   459,764   506,388   609,178   564,079   520,710 
Net losses and loss expense payments for claims incurred during:                  
The current year 269,317  236,984  278,924  330,290  302,272  269,317 
Prior years  182,223   172,497   195,956   260,739   218,304   182,223 
Total paid  451,540   409,481   474,880   591,029   520,576   451,540 
Net liability for unpaid losses and loss expenses at end of year 626,359  557,189  506,906  689,143  669,862  626,359 
Plus reinsurance recoverable  451,261   404,818   362,768   437,014   451,184   451,261 
Gross liability for unpaid losses and loss expenses at end of year $1,077,620  $962,007  $869,674  $1,126,157  $1,121,046  $1,077,620 

The following table sets forth the development of the liability for net unpaid losses and loss expenses of our insurance subsidiaries from 20112013 to 2021.2023. Loss data in the table includes business Atlantic States received from the underwriting pool.

“Net liability at end of year for unpaid losses and loss expenses” sets forth the estimated liability for net unpaid losses and loss expenses recorded at the balance sheet date for each of the indicated years. This liability represents the estimated amount of net losses and loss expenses for claims arising in the current and all prior years that are unpaid at the balance sheet date, including losses incurred but not reported.

The “Net liability re-estimated as of” portion of the table shows the re-estimated amount of the previously recorded liability based on experience for each succeeding year. The estimate increases or decreases as payments are made and more information becomes known about the severity of the remaining unpaid claims. For example, the 20112013 liability has developed a deficiency after ten years because we expect the re-estimated net losses and loss expenses to be $16.0$23.7 million more than the estimated liability we initially established in 20112013 of $243.0$265.6 million.

The “Cumulative deficiency (excess)” shows the cumulative deficiency or excess at December 31, 20212023 of the liability estimate shown on the top line of the corresponding column. A deficiency in liability means that the liability established in prior years was less than the amount of actual payments and currently re-estimated remaining unpaid liability. An excess in liability means that the liability established in prior years exceeded the amount of actual payments and currently re-estimated unpaid liability remaining.

The “Cumulative amount of liability paid through” portion of the table shows the cumulative net losses and loss expense payments made in succeeding years for net losses incurred prior to the balance sheet date. For example, the 20112013 column indicates that at December 31, 20212023 payments equal to $252.2$282.0 million of the currently re-estimated ultimate liability for net losses and loss expenses of $259.0$289.3 million had been made.

-19-

 Year Ended December 31,  Year Ended December 31, 
(in thousands) 2011  2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  2013  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023 
Net liability at end of year for unpaid losses and loss expenses $243,015  $250,936  $265,605  $292,301  $322,054  $347,518  $383,401  $475,398  $506,906  $557,189  $626,359  $265,605  $292,301  $322,054  $347,518  $383,401  $475,398  $506,906  $557,189  $626,359  $669,862  $689,143 
Net liability re-estimated as of:                                                                  
One year later 250,611  261,294  280,074  299,501  325,043  354,139  419,032  462,466  493,961  525,981     280,074  299,501  325,043  354,139  419,032  462,466  493,961  525,981  581,538  653,209    
Two years later 255,612  268,877  281,782  299,919  329,115  375,741  413,535  450,862  479,927        281,782  299,919  329,115  375,741  413,535  450,862  479,927  498,724  564,326       
Three years later 257,349  270,473  281,666  304,855  338,118  376,060  404,902  440,168           281,666  304,855  338,118  376,060  404,902  440,168  463,441  490,177          
Four years later 256,460  270,794  284,429  307,840  339,228  372,230  398,560              284,429  307,840  339,228  372,230  398,560  432,027  459,835             
Five years later 255,660  271,954  285,130  310,354  338,020  370,960                 285,130  310,354  338,020  370,960  396,695  431,115                
Six years later 256,388  272,553  287,439  310,380  338,200                    287,439  310,380  338,200  372,346  396,748                   
Seven years later 257,132  274,111  287,063  311,594                       287,063  311,594  339,625  371,859                      
Eight years later 257,935  274,472  288,298                          288,298  313,354  340,191                         
Nine years later 258,272  275,385                             289,066  313,539                            
Ten years later 259,013                                289,278                               
Cumulative deficiency (excess)  15,998   24,449   22,693   19,293   16,146   23,442   15,159   (35,230)  (26,979)  (31,208)     23,673   21,238   18,137   24,341   13,347   (44,283)  (47,071)  (67,012)  (62,033)  (16,653)   
Cumulative amount of liability paid through:                                                                  
One year later $119,074  $126,677  $131,766  $131,779  $149,746  $163,005  $175,883  $195,956  $172,497  $182,223     $131,766  $131,779  $149,746  $163,005  $175,883  $195,956  $172,497  $182,223  $218,304  $260,739    
Two years later 181,288  191,208  194,169  206,637  228,506  250,678  276,331  275,993  276,069        194,169  206,637  228,506  250,678  276,331  275,993  276,069  297,860  346,107       
Three years later 217,138  225,956  233,371  251,654  274,235  306,338  317,447  335,310           233,371  251,654  274,235  306,338  317,447  335,310  343,912  374,043          
Four years later 234,392  245,094  255,451  274,248  300,715  324,628  342,583              255,451  274,248  300,715  324,628  342,583  371,231  393,068             
Five years later 241,538  254,502  265,841  287,178  309,630  337,946                 265,841  287,178  309,630  337,946  362,061  394,251                
Six years later 245,774  259,437  272,431  292,327  315,105                    272,431  292,327  315,105  349,496  372,584                   
Seven years later 248,195  263,386  275,357  295,106                       275,357  295,106  321,777  355,809                      
Eight years later 250,272  265,026  277,315                          277,315  300,306  326,617                         
Nine years later 251,696  266,433        ��                     279,928  303,708                            
Ten years later 252,228                                282,030                               

 Year Ended December 31,  Year Ended December 31, 
(in thousands) 2013  2014  2015  2016  2017  2018  2019  2020  2021  2015  2016  2017  2018  2019  2020  2021  2022  2023 
Gross liability at end of year $495,619  $538,258  $578,205  $606,665  $676,672  $814,665  $869,674  $962,007  $1,077,620  $578,205  $606,665  $676,672  $814,665  $869,674  $962,007  $1,077,620  $1,121,046  $1,126,157 
Reinsurance recoverable 230,014  245,957  256,151  259,147  293,271  339,266  362,768  404,818  451,261  256,151  259,147  293,271  339,266  362,768  404,818  451,261  451,184  437,014 
Net liability at end of year 265,605  292,301  322,054  347,518  383,401  475,398  506,906  557,189  626,359  322,054  347,518  383,401  475,398  506,906  557,189  626,359  669,862  689,143 
Gross re-estimated liability 520,208  559,837  589,947  625,221  677,919  761,282  806,750  904,062     593,565  626,950  682,354  758,861  797,903  883,492  950,867  1,047,996    
Re-estimated recoverable 231,910  248,243  251,747  254,261  279,359  321,114  326,823  378,081     253,374  255,091  285,606  327,746  338,068  393,315  386,541  394,787    
Net re-estimated liability 288,298  311,594  338,200  370,960  398,560  440,168  479,927  525,981     340,191  371,859  396,748  431,115  459,835  490,177  564,326  653,209    
Gross cumulative deficiency (excess) 24,589  21,579  11,742  18,556  1,247  (53,383) (62,924) (57,945)    15,360  20,285  5,682  (55,804) (71,771) (78,515) (126,753) (73,050)   

-20-

Third-Party Reinsurance

Our insurance subsidiaries and Donegal Mutual purchase certain third-party reinsurance on a combined basis. Our insurance subsidiaries use several different reinsurers, all of which, consistent with the requirements of our insurance subsidiaries and Donegal Mutual, have an A.M. Best rating of A- (Excellent) or better or, with respect to foreign reinsurers, have a financial condition that, in the opinion of our management, is equivalent to a company with at least an A- (Excellent) rating from A.M. Best.

The external reinsurance our insurance subsidiaries and Donegal Mutual purchased for 20212023 included:

excess of loss reinsurance, under which Donegal Mutual and our insurance subsidiaries recovered losses over a set retention of $3.0 million for all losses except workers’ compensation, for which the set retention was $2.0 million;million (set retention of $4.0 million for all property losses and $3.0 million retention for all casualty and workers’ compensation losses for 2024); and

catastrophe reinsurance, under which Donegal Mutual and our insurance subsidiaries recovered 100% of an accumulation of many losses resulting from a single event, including natural disasters, over a set retention of $15.0$25.0 million up to aggregate losses of $185.0$175.0 million per occurrence.occurrence (no change for 2024).

For property insurance, our insurance subsidiaries had excess of loss reinsurance that provided for coverage of $33.0$37.0 million per loss over a set retention of $2.0$3.0 million.million ($36.0 million per loss over a set retention of $4.0million for 2024). For liability insurance, our insurance subsidiaries had excess of loss reinsurance that provided for coverage of $73.0$72.0 million per occurrence over a set retention of $2.0 million.$3.0 million (no change for 2024). For workers’ compensation insurance, our insurance subsidiaries had excess of loss reinsurance that provided for coverage of $18.0 million on any one life over a set retention of $2.0 million.million ($17.0 million on any one life over a set retention of $3.0 million for 2024).

Our insurance subsidiaries and Donegal Mutual also purchased facultative reinsurance to cover certain exposures, including property exposures that exceeded the limits provided by their respective treaty reinsurance.

Investments

At December 31, 2021, 100.0%2023, 95.2% of all debt securities our insurance subsidiaries held had an investment-grade rating. The investment portfolios of our insurance subsidiaries did not contain any mortgage loans or any non-performing assets at December 31, 2021.

2023.

The following table shows the composition of the debt securities (at carrying value) in the investment portfolios of our insurance subsidiaries, excluding short-term investments, by rating at December 31, 2021:2023:
 
(dollars in thousands) December 31, 2021  December 31, 2023 
Rating(1)
 Amount  Percent  Amount  Percent 
U.S. Treasury and U.S. agency securities(2)
 $359,161  29.9% $455,251  35.9%
Aaa or AAA 26,073  2.2  22,270  1.8 
Aa or AA 349,417  29.1  346,977  27.3 
A 215,757  18.0  205,259  16.2 
BBB  250,326   20.8  179,265  14.1 
BB 61,149  4.8 
Allowance for expected credit losses  (1,326)  (0.1)
Total $1,200,734   100.0% $1,268,845   100.0%



(1)
Ratings assigned by Moody’s Investors Services, Inc. or Standard & Poor’s Corporation.

(2)
Includes mortgage-backed securities of $237.7$278.3 million.

Our insurance subsidiaries invest in both taxable and tax-exempt securities as part of their strategy to maximize after-tax income. Tax-exempt securities made up approximately 21.1%18.2%, 22.9%19.9% and 18.7%21.1% of the fixed-maturity securities in the combined investment portfolios of our insurance subsidiaries at December 31, 2021, 20202023, 2022 and 2019,2021, respectively.

-21-

The following table shows the classification of our investments and the investments of our insurance subsidiaries at December 31, 2021, 20202023, 2022 and 20192021 (at carrying value):
 
 December 31,  December 31, 
 2021  2020  2019  2023  2022  2021 
(dollars in thousands) Amount  
Percent of
Total
  Amount  
Percent of
Total
  Amount  
Percent of
Total
  Amount  
Percent of
Total
  Amount  
Percent of
Total
  Amount  
Percent of
Total
 
Fixed maturities(1):
                                    
Held to maturity:                                    
U.S. Treasury securities and obligations of U.S. government corporations and agencies $89,268  7.0% $77,435  6.3% $82,916  7.5% $91,517  6.9% $103,362  7.9% $89,268  7.0%
Obligations of states and political subdivisions 371,436  29.1  312,319  25.6  204,634  18.4  376,898  28.4  382,097  29.3  371,436  29.1 
Corporate securities 191,147  15.0  173,270  14.2  156,399  14.1  201,847  15.2  190,949  14.6  191,147  15.0 
Mortgage-backed securities  16,254   1.2   23,585   1.9   32,145   2.9   9,235   0.7   12,031   1.0   16,254   1.2 
Total held to maturity  668,105   52.3   586,609   48.0   476,094   42.9   679,497   51.2   688,439   52.8   668,105   52.3 
Available for sale:                                    
U.S. Treasury securities and obligations of U.S. government corporations and agencies 32,185  2.5  47,815  3.9  19,364  1.7  85,419  6.4  63,521  4.9  32,185  2.5 
Obligations of states and political subdivisions 57,378  4.5  68,965  5.7  56,796  5.1  38,116  2.9  40,156  3.1  57,378  4.5 
Corporate securities 221,611  17.4  212,708  17.4  159,244  14.3  196,793  14.8  202,838  15.5  221,611  17.4 
Mortgage-backed securities  221,455   17.3   225,648   18.5   329,548   29.7   269,020   20.3   217,277   16.6   221,455   17.3 
Total available for sale  532,629   41.7   555,136   45.5   564,952   50.8   589,348   44.4   523,792   40.1   532,629   41.7 
Total fixed maturities 1,200,734  94.0  1,141,745  93.5  1,041,046  93.7  1,268,845  95.6  1,212,231  92.9  1,200,734  94.0 
Equity securities(2)
 63,420  5.0  58,556  4.8  55,477  5.0  25,903  2.0  35,105  2.7  63,420  5.0 
Short-term investments(3)
  12,692   1.0   20,901   1.7   14,030   1.3   32,306   2.4   57,321   4.4   12,692   1.0 
Total investments $1,276,846   100.0% $1,221,202   100.0% $1,110,553   100.0% $1,327,054   100.0% $1,304,657   100.0% $1,276,846   100.0%



(1)
We refer to Notes 1 and 4 to our Consolidated Financial Statements. We value those fixed maturities we classify as held to maturity at amortized cost; we value those fixed maturities we classify as available for sale at fair value. The total fair value of fixed maturities we classified as held to maturity was $611.5 million at December 31, 2023, $598.0 million at December 31, 2022 and $697.4 million at December 31, 2021, $632.6 million at December 31, 2020 and $500.3 million at December 31, 2019.2021. The amortized cost of fixed maturities we classified as available for sale was $523.3$629.7 million at December 31, 2021, $535.02023, $571.9 million at December 31, 20202022 and $556.8$523.3 million at December 31, 2019.2021.

(2)
We value equity securities at fair value. The total cost of equity securities was $43.3$18.8 million at December 31, 2021, $42.42023, $30.8 million at December 31, 20202022 and $43.4$43.3 million at December 31, 20192021.

(3)
We value short-term investments at cost, which approximates fair value.


-22-

The following table sets forth the maturities (at carrying value) in the fixed maturity portfolio of our insurance subsidiaries at December 31, 2021, 20202023, 2022 and 2019:2021:
 
 December 31,  December 31, 
 2021  2020  2019  2023  2022  2021 
(dollars in thousands) Amount  
Percent
of
Total
  Amount  
Percent
of
Total
  Amount  
Percent
of
Total
  Amount  
Percent
of
Total
  Amount  
Percent
of
Total
  Amount  
Percent
of
Total
 
Due in(1):
                                    
One year or less $48,771  4.1% $73,166  6.4% $29,209  2.8% $54,392  4.3% $39,094  3.2% $48,771  4.1%
Over one year through three years 93,100  7.7  85,805  7.5  71,738  6.9  130,158  10.3  107,689  8.9  93,100  7.7 
Over three years through five years 120,038  10.0  111,258  9.8  93,982  9.0  141,994  11.2  133,068  11.0  120,038  10.0 
Over five years through ten years 362,266  30.2  341,947  30.0  297,836  28.6  347,035  27.3  357,114  29.5  362,266  30.2 
Over ten years through fifteen years 165,327  13.8  139,604  12.2  116,368  11.2  201,585  15.9  191,118  15.8  165,327  13.8 
Over fifteen years 173,523  14.4  140,732  12.3  70,220  6.8  116,747  9.2  154,840  12.7  173,523  14.4 
Mortgage-backed securities  237,709   19.8   249,233   21.8   361,693   34.7  278,260  21.9  229,308  18.9  237,709  19.8 
Allowance for expected credit losses  (1,326)  (0.1)            
 $1,200,734   100.0% $1,141,745   100.0% $1,041,046   100.0% $1,268,845   100.0% $1,212,231   100.0% $1,200,734   100.0%



(1)
Based on stated maturity dates with no prepayment assumptions. Actual maturities will differ because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.

As shown above, our insurance subsidiaries held investments in mortgage-backed securities having a carrying value of $237.7$278.3 million at December 31, 2021.2023. The mortgage-backed securities consist primarily of investments in governmental agency balloon pools with stated maturities between one and36 34 years. The stated maturities of these investments limit the exposure of our insurance subsidiaries to extension risk in the event that interest rates rise and prepayments decline. Our insurance subsidiaries perform an analysis of the underlying loans when evaluating a mortgage-backed security for purchase, and they select those securities that they believe will provide a return that properly reflects the prepayment risk associated with the underlying loans.

The following table sets forth the investment results of our insurance subsidiaries for the years ended December 31, 2021, 20202023, 2022 and 2019:2021:
 
 Year Ended December 31,  Year Ended December 31, 
(dollars in thousands) 2021  2020  2019  2023  2022  2021 
Invested assets(1)
 $1,249,024  $1,165,878  $1,070,676  $1,315,855  $1,290,752  $1,249,024 
Investment income(2)
 31,126  29,504  29,515  40,853  34,016  31,126 
Average yield 2.5% 2.5% 2.8% 3.1% 2.6% 2.5%
Average tax-equivalent yield 2.6  2.7  2.9  3.2  2.7  2.6 



(1)
Average of the aggregate invested amounts at the beginning and end of the period.

(2)
Investment income is net of investment expenses and does not include investment gains or losses or provision for income taxes.

A.M. Best Rating

Donegal Mutual and our insurance subsidiaries have an A.M. Best rating of A (Excellent), based upon the respective current financial condition and historical statutory results of operations of Donegal Mutual and our insurance subsidiaries. We believe that the A.M. Best rating of Donegal Mutual and our insurance subsidiaries is an important factor in their marketing of their products to their agents and customers. A.M. Best’s ratings are industry ratings based on a comparative analysis of the financial condition and operating performance of insurance companies. A.M. Best’s classifications are A++ and A+ (Superior), A and A- (Excellent), B++ and B+ (Good), B and B- (Fair), C++ and C+ (Marginal), C and C- (Weak), D (Poor), E (Under Regulatory Supervision), F (Liquidation) and S (Suspended). A.M. Best bases its ratings upon factors relevant to the payment of claims of policyholders and are not directed toward the protection of investors in insurance companies. According to A.M. Best, the “Excellent” rating that the Donegal Insurance Group maintains is assigned to those companies that, in A.M. Best’s opinion, have an excellent ability to meet their ongoing insurance obligations.

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Regulation

The supervision and regulation of insurance companies consists primarily of the laws and regulations of the various states in which the insurance companies transact business, with the primary regulatory authority being the insurance regulatory authorities in the state of domicile of the insurance company. Such supervision and regulation relate to numerous aspects of an insurance company’s business and financial condition. The primary purpose of such supervision and regulation is the protection of policyholders. The authority of the state insurance departments includes the establishment of standards of solvency that insurers must meet and maintain, the licensing of insurers and insurance agents to do business, the nature of, and limitations on, investments, premium rates for property and casualty insurance, the provisions that insurers must make for current losses and future liabilities, the deposit of securities for the benefit of policyholders, the approval of policy forms, notice requirements for the cancellation of policies and the approval of certain changes in control. State insurance departments also conduct periodic examinations of the affairs of insurance companies and require the filing of annual and other reports relating to the financial condition of insurance companies.

In addition to state-imposed insurance laws and regulations, the National Association of Insurance Commissioners, or the NAIC, maintains a risk-based capital system, or RBC, for assessing the adequacy of the statutory capital and surplus of insurance companies that augments the states’ current fixed dollar minimum capital requirements for insurance companies. At December 31, 2021,2023, our insurance subsidiaries and Donegal Mutual each exceeded the minimum levels of statutory capital the RBC rules require by a substantial margin.

Generally, every state has guaranty fund laws under which insurers licensed to do business in that state can be assessed on the basis of premiums written by the insurer in that state in order to fund policyholder liabilities of insolvent insurance companies. Under these laws in general, an insurer is subject to assessment, depending upon its market share of a given line of business, to assist in the payment of policyholder claims against insolvent insurers. Our insurance subsidiaries and Donegal Mutual have made accruals for their portion of assessments related to such insolvencies based upon the most current information furnished by the guaranty associations.

We are part of an insurance holding company system of which Donegal Mutual is the ultimate controlling person. All of the states in which our insurance companies and Donegal Mutual maintain a domicile have legislation that regulates insurance holding company systems. Each insurance company in the insurance holding company system must register with the insurance supervisory agency of its state of domicile and furnish information concerning the operations of companies within the insurance holding company system that may materially affect the operations, management or financial condition of the insurers within the system. Pursuant to these laws, the respective insurance departments in which our subsidiaries and Donegal Mutual maintain a domicile may examine our insurance subsidiaries or Donegal Mutual at any time, require disclosure of material transactions by the holding company with another member of the insurance holding company system and require prior notice or prior approval of certain transactions, such as “extraordinary dividends” from the insurance subsidiaries to the holding company. We have insurance subsidiaries domiciled in Michigan, Pennsylvania and Virginia.

The Pennsylvania Insurance Holding Companies Act, which generally applies to Donegal Mutual, us and our insurance subsidiaries, requires that all transactions within an insurance holding company system to which an insurer is a party must be fair and reasonable and that any charges or fees for services performed must be reasonable. Any management agreement, service agreement, cost sharing arrangement and material reinsurance agreement must be filed with the Pennsylvania Insurance Department, or the Department, and is subject to the Department’s review. We have filed with the Department the pooling agreement between Donegal Mutual and Atlantic States that established the underwriting pool and all material agreements between Donegal Mutual and our insurance subsidiaries.

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Approval of the applicable insurance commissioner is also required prior to consummation of transactions affecting the control of an insurer. In virtually all states, including the states where our insurance subsidiaries are domiciled, the acquisition of 10% or more of the outstanding capital stock of an insurer or its holding company or the intent to acquire such an interest creates a rebuttable presumption of a change in control. Pursuant to an order issued in April 2003, the Department approved Donegal Mutual’s ownership of up to 70% of our outstanding Class A common stock and Donegal Mutual’s ownership of up to 100% of our outstanding Class B common stock.

Our insurance subsidiaries have the legal obligation under state insurance laws to participate in involuntary insurance programs for automobile insurance, as well as other property and casualty insurance lines, in the states in which they conduct business. These programs include joint underwriting associations, assigned risk plans, fair access to insurance requirements plans, reinsurance facilities, windstorm plans and tornado plans. Legislation establishing these programs requires all companies that write lines covered by these programs to provide coverage, either directly or through reinsurance, for insureds who are unable to obtain insurance in the voluntary market. The legislation creating these programs usually allocates a pro rata portion of risks attributable to such insureds to each company on the basis of the direct premiums it has written in that state or the number of automobiles it insures in that state. Generally, state law requires participation in these programs as a condition to obtaining a certificate of authority. Our loss ratio on insurance we write under these involuntary programs has traditionally been significantly greater than our loss ratio on insurance we voluntarily write in those states.

Regulatory requirements, including RBC requirements, may impact our insurance subsidiaries’ ability to pay dividends. The amount of statutory capital and surplus necessary for our insurance subsidiaries to satisfy regulatory requirements, including RBC requirements, was not significant in relation to our insurance subsidiaries’ statutory capital and surplus at December 31, 2021.2023. Generally, the maximum amount that one of our insurance subsidiaries may pay to us as ordinary dividends during any year after notice to, but without prior approval of, the insurance commissioner of its domiciliary state is limited to a stated percentage of that subsidiary’s statutory capital and surplus at December 31 of the preceding fiscal year or the net income of that subsidiary for its preceding fiscal year. Our insurance subsidiaries paid dividends to us of $13.0 million and $5.0 million $14.0 millionin 2023 and $4.0 million2021, respectively. Our insurance subsidiaries did not pay any dividends to us in 2021, 2020 and 2019, respectively.2022. At December 31, 2021,2023, the amount of ordinary dividends our insurance subsidiaries could pay to us during 2022,2024, without the prior approval of their respective domiciliary insurance commissioners, is shown in the following table.
 
Name of Insurance Subsidiary Ordinary Dividend Amount  
Ordinary
Dividend
Amount
 
      
Atlantic States $27,888,319  $27,362,614 
MICO 7,670,872  7,160,857 
Peninsula 4,786,779  5,039,840 
Southern  6,927,576    
Total $47,273,546  $39,563,311 

Donegal Mutual Insurance Company

Donegal Mutual organized as a mutual fire insurance company in Pennsylvania in 1889. At December 31, 2021,2023, Donegal Mutual had admitted assets of $735.9$712.8 million and policyholders’ surplus of $333.0$364.2 million. At December 31, 2021,2023, Donegal Mutual had total liabilities of $402.9$348.6 million, including reserves for net losses and loss expenses of $197.9$161.5 million and unearned premiums of $72.5$71.5 million. Donegal Mutual’s investment portfolio of $450.2$448.9 million at December 31, 20212023 consisted primarily of investment-grade bonds of $208.5$212.1 million and its investment in our Class A common stock and our Class B common stock. At December 31, 2021,2023, Donegal Mutual owned 10,542,69212,095,090 shares, or approximately 41%44%, of our Class A common stock, which Donegal Mutual carried on its books at $149.3$151.7 million, and 4,654,3394,708,570 shares, or approximately 84%, of our Class B common stock, which Donegal Mutual carried on its books at $65.9$59.0 million. We present Donegal Mutual’s financial information in accordance with SAP as the NAIC Accounting Practices and Procedures Manual requires. Donegal Mutual does not, nor is it required to, prepare financial statements in accordance with GAAP.

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-25-Index
Information about Our Executive Officers
The following table sets forth information regarding the executive officers of Donegal Mutual and the Registrant as of the date of this Form 10-K Report:
NameAgePosition
Kevin G. Burke58President and Chief Executive Officer of us since 2015; President and Chief Executive Officer of Donegal Mutual since 2018; Executive Vice President and Chief Operating Officer of Donegal Mutual from 2014 to 2018; Senior Vice President of Human Resources of Donegal Mutual and us from 2005 to 2014; other positions from 2000 to 2005.
W. Daniel DeLamater51
Executive Vice President and Chief Operating Officer of Donegal Mutual and us since 2024; Senior Vice President of us from 2022 to 2024; Senior Vice President and Head of Field Operations & National Accounts of Donegal Mutual from 2022 to 2024; Senior Vice President of National Accounts for Donegal Mutual from 2020 to 2022; President of Southern Mutual Insurance Company since 2016; other positions at Southern Mutual Insurance Company from 2000 to 2016.
Jeffrey D. Miller59Executive Vice President and Chief Financial Officer of Donegal Mutual and us since 2014; Senior Vice President and Chief Financial Officer of Donegal Mutual and us from 2005 to 2014; other positions from 1993 to 2005.
Kristi S. Altshuler43Senior Vice President and Chief Analytics Officer of us since 2020; Senior Vice President and Chief Analytics Officer of Donegal Mutual since 2019; Director of Willis Towers Watson from 2018 to 2019; Director of Pricing Innovation of USAA from 2014 to 2018; other positions at USAA from 2001 to 2014.
Noland R. Deas, Jr.56Senior Vice President of Field Operations & National Accounts of Donegal Mutual and Senior Vice President of us since 2024; Senior Regional Vice President of Donegal Mutual from 2022 to 2024 and Regional Vice President of Donegal Mutual from 2020 to 2022; other positions with Donegal Mutual from 2006 to 2020.
William A. Folmar65Senior Vice President of Claims of Donegal Mutual and Senior Vice President of us since 2019; Vice President of Claims of Donegal Mutual from 2010 to 2019; other positions from 1998 to 2010.
Jeffery T. Hay49Senior Vice President and Chief Underwriting Officer of Donegal Mutual and Senior Vice President of us since 2021; Senior Director of Willis Towers Watson from 2018 to 2021; Head of Personal Lines Product Management of The Hartford from 2015 to 2018; other positions at The Hartford from 2005 to 2015.
Christina M. Hoffman49Senior Vice President and Chief Risk Officer of Donegal Mutual and us since 2019; Senior Vice President of Internal Audit of Donegal Mutual and Senior Vice President of us from 2013 to 2019; Vice President of Internal Audit of Donegal Mutual and Vice President of us from 2009 to 2013.
Matthew T. Hudnall46Senior Vice President of Commercial Lines of Donegal Mutual and Senior Vice President of us since 2022; Senior Vice President of Underwriting of Preferred Mutual from 2021 to 2022; Vice President of Small Commercial Underwriting of Hanover Insurance Group from 2016 to 2021; Vice President of Casualty Underwriting at Hanover Insurance Group from 2013 to 2016.
Robert R. Long, Jr.65Senior Vice President and General Counsel of Donegal Mutual and us since 2018; Vice President and House Counsel of Donegal Mutual from 2012 to 2018; other positions from 2010 to 2012.
Sanjay Pandey57Senior Vice President and Chief Information Officer of Donegal Mutual and us since 2013; other positions from 2000 to 2013.
David W. Sponic59Senior Vice President of Personal Lines of Donegal Mutual and Senior Vice President of us since 2022; Vice President of Personal Lines of Donegal Mutual from 2008 to 2022; other positions from 1990 to 2008.
V. Anthony Viozzi50Senior Vice President and Chief Investment Officer of Donegal Mutual and us since 2012; Vice President of Investments of Donegal Mutual and us from 2007 to 2012.
Daniel J. Wagner63Senior Vice President and Treasurer of Donegal Mutual and us since 2005; other positions from 1987 to 2005.

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Cautionary Statement Regarding Forward-Looking Statements

This Form 10-K Report and the documents we incorporate by reference in this Form 10-K Report contain “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. These forward-looking statements include certain discussions relating to underwriting, premium and investment income volumes, business strategies, reserves, profitability, andDonegal Mutual’s ongoing information systems implementation, business relationships and our other business activities during 20212023 and beyond. In some cases, you can identify forward-looking statements by terms such as “may,” “will,” “should,” “could,” “would,” “expect,” “plan,” “intend,” “anticipate,” “believe,” “estimate,” “objective,” “project,” “predict,” “potential,” “goal” and similar expressions. These forward-looking statements reflect our current views about future events and our current assumptions, and are subject to known and unknown risks and uncertainties that may cause our results, performance or achievements to differ materially from those we anticipate or imply by our forward-looking statements. We cannot control or predict many of the factors that could determine our future financial condition or results of operations. Such factors may include those we describe under “Risk Factors.” The forward-looking statements contained in this Form 10-K Report reflect our views and assumptions only as of the date of this Form 10-K Report. Except as required by law, we do not intend to update, and we assume no responsibility for updating, any forward-looking statements we have made. We qualify all of our forward-looking statements by these cautionary statements.

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Item 1A.Risk Factors.

Risk Factors

Risks Relating to the Property and Casualty Insurance Industry

Industry trends, such as increasing loss severity due to higher rates of litigation against the insurance industry and individual insurers, the willingness of courts to expand covered causes of loss, rising jury awards, escalating medical, automobile and property repair costs and other factors may contribute to increased costs and result in ultimate loss settlements that exceed the reserves of our insurance subsidiaries.

Loss severity in the property and casualty insurance industry has increased in recent years, principally driven by factors such as distracted driving, larger court judgments, higher jury awards and increasing medical and automobile and property repair costs, including increases due to inflation and supply chain disruption. In addition, many classes of complainants have brought legal actions and proceedings that tend to increase the size of judgments. The propensity of policyholders and third-party claimants to litigate and the willingness of courts to expand causes of loss and the size of awards, to eliminate exclusions and to increase coverage limits may result in ultimate settlements of current and future losses that exceed the loss reserves of our insurance subsidiaries.

Our insurance subsidiaries are subject to catastrophe losses and losses from other severe weather events, which are unpredictable and may adversely affect our results of operations, liquidity and financial condition.
 
The underwriting results of our insurance subsidiaries are subject to weather and other conditions that may adversely affect our financial condition, liquidity or results of operations. Because the occurrence and severity of catastrophes are inherently unpredictable and may vary significantly from year to year and region to region, our historical results of operations may not be indicative of our future results of operations. Our property and casualty insurance operations expose us to claims arising from catastrophic events affecting multiple policyholders. Such catastrophic events consist of various natural disasters, including, but not limited to, hurricanes, tropical storms, tornadoes, windstorms, hailstorms, fires and wildfires, flooding, landslides, earthquakes, severe winter weather events and man-made disasters such as terrorist attacks, explosions and infrastructure failures. Historically, our insurance subsidiaries have experienced weather-related losses from hurricanes and tropical storms in Mid-Atlantic and Southern states, tornadoes and hailstorms in Mid-Atlantic, Midwestern and Southern states and severe winter weather events in Mid-Atlantic, Midwestern and New England states.
 
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Losses from catastrophic events are a function of both the extent of our insurance subsidiaries’ exposures, the frequency and severity of the events themselves and the level of reinsurance coverage our insurance subsidiaries purchase. The increased frequency and severity of weather-related catastrophes and other losses, such as from wildfires and flooding, incurred by the industry in 2021 and in priorrecent years may be indicative of changing weather patterns due to climate change. Should those patterns continue to emerge, increased weather-related catastrophes in the states in which our insurance subsidiaries operate would lead to higher overall losses that they may be unable to offset through pricing actions.

Our insurance subsidiaries seek to reduce their exposure to catastrophe losses through their underwriting strategies and their purchase of catastrophe reinsurance. Nevertheless, reinsurance may prove inadequate under certain circumstances. While the emerging science regarding climate change and its connection to extreme weather events continues to be studied, climate change, to the extent it produces rising temperatures and changes in weather patterns, could affect the frequency and severity of weather events and other losses and thus impact the affordability and availability of catastrophe reinsurance coverage for our insurance subsidiaries. Our insurance subsidiaries'subsidiaries’ ability to appropriately manage catastrophe risk depends partially on catastrophe models, which may be affected by inaccurate or incomplete data, the uncertainty of the frequency and severity of future events and the uncertain impact of changing climate conditions that tend to occur gradually over time.

Changing climate conditions could lead to new or revised regulations with which our insurance subsidiaries would have to comply. Such regulations could impact our the ability of our insurance subsidiaries to manage their exposures in areas impacted by increased weather activity, require our insurance companies to alter the terms and conditions of their policies or impact the ability of our insurance subsidiaries to obtain sufficient pricing increases to offset higher loss activity.

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Our insurance subsidiaries must establish premium rates and loss and loss expense reserves from forecasts of the ultimate costs they expect will arise from risks underwritten during the policy period, and the profitability of our insurance subsidiaries could be adversely affected if their premium rates or reserves are insufficient to satisfy their ultimate costs.

One of the distinguishing features of the property and casualty insurance industry is that it prices its products before it knows its costs, since insurers generally establish their premium rates before they know the amount of losses they will incur. Accordingly, our insurance subsidiaries establish premium rates from forecasts of the ultimate costs they expect to arise from risks they have underwritten during the policy period. Proposed increases in premium rates are subject to regulatory approval on a state-by-state basis, and there is a lag between the time that our insurance subsidiaries file for such approval and the date upon which our insurance subsidiaries can implement any such approved premium rate increase across their book of business for a product in a particular state. The premium rates our insurance subsidiaries charge may not be sufficient to cover the ultimate losses they incur. Further, our insurance subsidiaries must establish reserves for losses and loss expenses as balance sheet liabilities based upon estimates involving actuarial and statistical projections at a given time of what our insurance subsidiaries expect their ultimate liability to be. Significant periods of time often elapse between the occurrence of an insured loss, the reporting of the loss and the settlement of that loss. It is possible that our insurance subsidiaries’ ultimate liability could exceed these estimates because of the future development of known losses, the existence of losses that have occurred but are currently unreported and larger than historical settlements of pending and unreported claims. The process of estimating reserves is inherently judgmental and can be influenced by a number of factors, including the following:

trends in claim frequency and severity;

changes in operations;

emerging economic and social trends;

economic and social inflation; and

changes in the regulatory and litigation environments.

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If our insurance subsidiaries determine that their reserves are insufficient to cover their ultimate liability, they will increase their reserves. An increase in reserves results in an increase in losses and a reduction in net income for the period in which our insurance subsidiaries recognize a deficiency in reserves. Accordingly, an increase in reserves may adversely impact the business, liquidity, financial condition and results of operations of our insurance subsidiaries.

The financial results of our insurance subsidiaries depend primarily on their ability to underwrite risks effectively and to charge adequate rates to policyholders.

The financial condition, cash flows and results of operations of our insurance subsidiaries depend on their ability to underwrite and set rates accurately for a full spectrum of risks across a number of lines of insurance. Rate adequacy is necessary to generate sufficient premium to pay losses, loss adjustment expenses and underwriting expenses and to realize a profit.

The ability to underwrite and set rates effectively is subject to a number of risks and uncertainties, including those related to:

the availability of sufficient, reliable data;

the ability to conduct a complete and accurate analysis of available data;

the ability to recognize in a timely manner changes in trends and to project both the severity and frequency of losses with reasonable accuracy;

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uncertainties generally inherent in estimates and assumptions;

the ability to project changes in certain operating expense levels with reasonable certainty;

the development, selection and application of appropriate rating formulae or other pricing methodologies;

the effective development, governance and appropriate use of modeling tools to assist with correctly and consistently achieving the intended results in underwriting and pricing;

the ability to innovate with new pricing strategies and the success of those innovations upon implementation;

the ability to secure regulatory approval of premium rates on an adequate and timely basis;

the ability to predict policyholder retention accurately;

unanticipated court decisions, legislation or regulatory action;

unanticipated changes in our claim settlement practices;

changes in driving patterns for auto exposures;

changes in weather patterns for property exposures;

changes in the medical sector of the economy that impact bodily injury loss costs;

changes in new and used car prices, auto repair costs and auto parts prices, and used car prices;including the increasing integration of sophisticated technology-related components;

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the impact of emerging technologies, including driver assistance technologies and autonomous vehicles, on pricing, insurance coverages and loss costs;

the impact of inflation and other factors on the cost and availability of construction materials and labor;

the ability to monitor property concentration in catastrophe-prone areas, such as hurricane, earthquake and wind/hail regions; and

the general state of the economy in the states in which our insurance subsidiaries operate.

Such risks may result in our insurance subsidiaries basing their premium rates on inadequate or inaccurate data or inappropriate assumptions or methodologies and may cause our estimates of future changes in the frequency or severity of claims to be incorrect. As a result, our insurance subsidiaries could underprice risks, which would negatively affect our margins, or our insurance subsidiaries could overprice risks, which could reduce their premium volume and competitiveness. In either event, underpricing or overpricing risks could adversely impact our operating results, financial condition and cash flows.

The pace of innovation within the insurance industry is rapidly increasing, and our insurance subsidiaries may be unable to effectively implement new technologies and anticipate changes in customer preferences and insurance needs, which could put our insurance subsidiaries at a competitive disadvantage and adversely affect their future profitability.

Innovation, recent technological developments, changing customer demographics and preferences, societal shifts and emerging technologies such as artificial intelligence are greatly impacting the insurance industry. Our insurance subsidiaries compete with much larger insurers that are focused on implementing technology and innovative solutions to select and price risks, enhance the experience of their customers and improve their operations. If our insurance subsidiaries are unable to anticipate changes in customer expectations and keep pace with the technological changes their competitors implement, our insurance subsidiaries may not be able to attract and maintain quality accounts, adequately price risks or operate as efficiently as their competitors. In addition, emerging technologies such as electric and autonomous vehicles, driver-assistance and accident avoidance features on vehicles, sensor technology and other forms of automation may reduce the future need for, or decrease the future pricing of, the insurance products our insurance subsidiaries offer.

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Loss or significant restriction of the use of credit scoring in the pricing and underwriting of the personal lines insurance products by our insurance subsidiaries could adversely affect their future profitability.

Our insurance subsidiaries use credit scoring as a factor in making risk selection and pricing decisions for personal lines insurance products where allowed by state law. There is increasing regulatory debate as to whether use of credit scoring unfairly discriminates against people with low incomes, minority groups and the elderly. Consumer groups and regulators often call for the prohibition or restriction on the use of credit scoring in underwriting and pricing. Laws or regulations that significantly curtail the use of credit scoring in the underwriting process could reduce the future profitability of our insurance subsidiaries.

Changes in applicable insurance laws or regulations or changes in the way insurance regulators administer those laws or regulations could adversely affect the operating environment of our insurance subsidiaries and increase their exposure to loss or put them at a competitive disadvantage.

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Property and casualty insurers are subject to extensive supervision in their domiciliary states and in the states in which they do business. This regulatory oversight includes matters relating to:

licensing and examination;

approval of premium rates;

market conduct;

policy forms;

limitations on the nature and amount of certain investments;

claims practices;

mandated participation in involuntary markets and guaranty funds;

reserve adequacy;

insurer solvency;

transactions between affiliates;

the amount of dividends that insurers may pay; and

restrictions on underwriting standards.

Such regulation and supervision are primarily for the benefit and protection of policyholders rather than stockholders.

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The NAIC and state insurance regulators re-examine existing laws and regulations from time to time, specifically focusing on areas such as:

insurance company investments;

issues relating to the solvency of insurance companies;

risk-based capital guidelines;

restrictions on the terms and conditions included in insurance policies;

certain methods of accounting;

reserves for unearned premiums, losses and other purposes;

the values at which insurance companies may carry investment securities and the definition of other-than-temporary impairment of investment securities; and

interpretations of existing laws and the development of new laws.

Changes in state laws and regulations, as well as changes in the way state regulators view related-party transactions in particular, could change the operating environment of our insurance subsidiaries and have an adverse effect on their business.

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Insurance companies are subject to assessments, based on their market share in a given line of business, to assist in the payment of unpaid claims and related costs of insolvent insurance companies. Such assessments could adversely affect the financial condition of our insurance subsidiaries.

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Our insurance subsidiaries are subject to assessments pursuant to the guaranty fund laws of the various states in which they conduct business. Generally, under these laws, our insurance subsidiaries can be assessed, depending upon the market share of our insurance subsidiaries in a given line of insurance business, to assist in the payment of unpaid claims and related costs of insolvent insurance companies in those states. We cannot predict the number and magnitude of future insurance company failures in the states in which our insurance subsidiaries conduct business, but future assessments could adversely affect the business, financial condition and results of operations of our insurance subsidiaries.

Risks Relating to Us and Our Business

The emergence of COVID-19 haspandemic affected the business operations of our insurance subsidiaries and Donegal Mutual, and economic disruption related to the COVID-19a future pandemic may adversely affect our revenues, profitability, results of operations, cash flows, liquidity and financial condition.

During 2020 and 2021, the COVID-19 pandemic resulted in significant disruptions in economic activity throughout our operating regions. We cannot predict at this time the ultimate impact that the economic and financial disruption related to the ongoing COVID-19a pandemic or any other future pandemic willmay have on us. Risks related to COVID-19 or a future pandemic include, but are not limited to, the following:
 
the business operations or a specific operational function of our insurance subsidiaries and Donegal Mutual could be disrupted by the illness of significant numbers of their employees and remedial efforts that would be required upon discovery of exposure to a communicable illness within their facilities;

the business operations of our insurance subsidiaries and Donegal Mutual are dependent upon technology systems for which regular physical access is required to maintain critical operational capabilities, and the business operations of our insurance subsidiaries and Donegal Mutual would be adversely impacted by government mandates requiring closure of facilities where those technology systems are located or restricting physical access to such facilities;

the revenues of our insurance subsidiaries and Donegal Mutual may decrease as a result of reduced demand for their insurance products as economic disruption adversely impacts current and potential insurance customers;

our insurance subsidiaries and Donegal Mutual may incur an increase in their losses and loss expenses in certain lines of business as a result of COVID-19 or a future pandemic and related economic disruption, and such losses and loss expenses may exceed the reserves our insurance subsidiaries and Donegal Mutual have established or may establish in the future;

our insurance subsidiaries and Donegal Mutual may incur increased costs related to legal disputes over policy coverages or exclusions and their defense against litigation related to COVID-19 or a future pandemic;

legislative, judicial and regulatory actions may expand coverage definitions, retroactively mandate coverage or otherwise require our insurance subsidiaries and Donegal Mutual to pay losses for damages that their policies explicitly excluded or did not intend to cover;

legislative, judicial and regulatory actions may require our insurance subsidiaries and Donegal Mutual to reduce or refund premiums, suspend cancellation of policies for non-payment of premiums or otherwise grant extended grace periods and time allowances for the payment of premium balances due to them;

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our insurance subsidiaries and Donegal Mutual may not be able to collect premium balances due to them, resulting in reduced operating cash flows and an increase in premium write-offs that would increase their operating expenses;

our insurance subsidiaries may suffer declines in the market values of their investments as a result of financial market volatility related to pandemic concerns and related economic disruption; and

economic disruption related to COVID-19 or a future pandemic could result in significant declines in the credit quality of issuers, ratings downgrades or changes in financial market conditions and regulatory changes that might adversely impact the value of the fixed-maturity investments that our insurance subsidiaries own.

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Donegal Mutual is our controlling stockholder. Donegal Mutual and its directors and executive officers have potential conflicts of interest between the best interests of our stockholders and the best interests of the policyholders of Donegal Mutual.

Donegal Mutual controls the election of all of the members of our board of directors. Six of the eleven members of our board of directors are also directors of Donegal Mutual. Donegal Mutual and we share the same executive officers. These common directors and executive officers have a fiduciary duty to our stockholders and also have a fiduciary duty to the policyholders of Donegal Mutual. Among the potential conflicts of interest that could arise from these separate fiduciary duties are the following:

we and Donegal Mutual periodically review the percentage participation of Atlantic States and Donegal Mutual in the underwriting pool that Donegal Mutual and Atlantic States have maintained since 1986;

our insurance subsidiaries and Donegal Mutual annually review and then establish the terms of certain reinsurance agreements between our insurance subsidiaries and Donegal Mutual;

we and Donegal Mutual allocate certain shared expenses among ourselves and our insurance subsidiaries in accordance with various inter-company expense-sharing agreements; and

we and our insurance subsidiaries may enter into other transactions or contractual relationships with Donegal Mutual.

Donegal Mutual has sufficient voting power to determine the outcome of substantially all matters submitted to our stockholders for approval.

Each share of our Class A common stock has one-tenth of a vote per share and generally votes as a single class with our Class B common stock. Each share of our Class B common stock has one vote per share and generally votes as a single class with our Class A common stock. Donegal Mutual has the right to vote approximately 70%71% of the combined voting power of our Class A common stock and our Class B common stock and has sufficient voting control to and has acted to:

elect all of the members of our board of directors, who determine our management and policies; and

control the outcome of any corporate transaction or other matter submitted to a vote of our stockholders for approval, including mergers or other acquisition proposals and the sale of all or substantially all of our assets, in each case regardless of how all of our stockholders other than Donegal Mutual vote their shares.

The interests of Donegal Mutual in maintaining this greater-than-majority voting control of us may have an adverse effect on the price of our Class A common stock and the price of our Class B common stock because of the absence of any potential “takeover” premium and may, therefore, be inconsistent with the interests of our stockholders other than Donegal Mutual.

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 Donegal Mutual’s majority voting control of us, certain provisions of our certificate of incorporation and by-laws and certain provisions of Delaware law make it remote that anyone could acquire actual control of us unless Donegal Mutual were in favor of another person’s acquisition of control of us.

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Donegal Mutual’s majority voting control of us, certain anti-takeover provisions in our certificate of incorporation and by-laws and certain provisions of the Delaware General Corporation Law, or the DGCL, could delay or prevent the removal of members of our board of directors and could make a merger, tender offer or proxy contest involving us more expensive as well as unlikely to succeed, even if such events were in the best interests of our stockholders other than Donegal Mutual. These factors could also discourage a third party from attempting to acquire control of us. In particular, our certificate of incorporation and by-laws include the following anti-takeover provisions:

our board of directors is classified into three classes, so that our stockholders elect only one-third of the members of our board of directors each year;

our stockholders may remove our directors only for cause;

our stockholders may not take stockholder action except at an annual or special meeting of our stockholders;

the request of stockholders holding at least 20% of the combined voting power of our Class A common stock and our Class B common stock is required for a stockholder to call a special meeting of our stockholders;

our by-laws require that stockholders provide advance notice to us to nominate candidates for election to our board of directors or to propose any other item of stockholder business at a stockholders’ meeting;

we do not permit cumulative voting rights in the election of our directors;

our certificate of incorporation does not provide for preemptive rights in connection with any issuance of securities by us; and

our board of directors may issue, without stockholder approval unless otherwise required by law, preferred stock with such terms as our board of directors may determine.

We have authorized preferred stock that we could issue without stockholder approval to make it more difficult for a third party to acquire us.

We have 2.0 million authorized shares of preferred stock that we could issue in one or more series without further stockholder approval, unless the DGCL or the rules of the NASDAQ Global Select Market otherwise require, and upon such terms and conditions, and having such rights, privileges and preferences, as our board of directors may determine. Our potential issuance of preferred stock may make it more difficult for a third party to acquire control of us.

Because we are an insurance holding company, no person can acquire or seek to acquire a 10% or greater interest in us without first obtaining approval of the insurance commissioners of the states of domicile of each of our insurance subsidiaries.

We own insurance subsidiaries domiciled in the states of Michigan, Pennsylvania and Virginia, and Donegal Mutual is domiciled in Pennsylvania and owns or controls insurance companies domiciled in Georgia and New Mexico. The insurance laws of each of these states provide that no person can acquire or seek to acquire a 10% or greater interest in us without first filing specified information with the insurance commissioners of those states and obtaining the prior approval of the proposed acquisition of a 10% or greater interest in us by each of the state insurance commissioners based on statutory standards designed to protect the safety and soundness of us and our insurance subsidiaries.

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Our insurance subsidiaries and Donegal Mutual currently conduct business in a limited number of states, with a concentration of business in Pennsylvania, Michigan, Maryland, Delaware Virginia and Georgia.Virginia. Any single catastrophe occurrence or other condition affecting losses in these states could adversely affect the results of operations of our insurance subsidiaries.

Our insurance subsidiaries and Donegal Mutual conduct business in 2423 states located primarily in the Mid-Atlantic, Midwestern, New England, Southern and Southwestern states. A substantial portion of their business consists of private passenger and commercial automobile, homeowners, commercial multi-peril and workers’ compensation insurance in Pennsylvania, Michigan, Maryland, Delaware Virginia and Georgia.Virginia. While our insurance subsidiaries and Donegal Mutual actively manage their respective exposure to catastrophes through their underwriting processes and the purchase of reinsurance, a single catastrophic occurrence, destructive weather pattern, general economic trend, terrorist attack, regulatory development or other condition affecting one or more of the states in which our insurance subsidiaries conduct substantial business could materially adversely affect their business, financial condition and results of operations. Common catastrophic events include hurricanes, earthquakes, tornadoes, wind and hailstorms, fires and wildfires, explosions and severe winter storms.

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If the independent agents who market the products of our insurance subsidiaries and Donegal Mutual do not maintain their current levels of premium writing with us and Donegal Mutual, fail to comply with established underwriting guidelines of our insurance subsidiaries and Donegal Mutual or otherwise inappropriately market the products of our insurance subsidiaries and Donegal Mutual, the business, financial condition and results of operations of our insurance subsidiaries could be adversely affected.

Our insurance subsidiaries and Donegal Mutual market their insurance products solely through a network of approximately 2,3002,200 independent insurance agencies. This agency distribution system is one of the most important components of the competitive profile of our insurance subsidiaries and Donegal Mutual. As a result, our insurance subsidiaries and Donegal Mutual depend to a material extent upon their independent agents, each of whom has the authority to bind one or more of our insurance subsidiaries or Donegal Mutual to insurance coverage. To the extent that such independent agents’ marketing efforts fail to result in the maintenance of their current levels of volume and quality or they bind our insurance subsidiaries or Donegal Mutual to unacceptable insurance risks, fail to comply with the established underwriting guidelines of our insurance subsidiaries and Donegal Mutual or otherwise inappropriately market the products of our insurance subsidiaries and Donegal Mutual, the business, financial condition and results of operations of our insurance subsidiaries could suffer.

The business of our insurance subsidiaries and Donegal Mutual may not continue to grow and may be materially adversely affected if our insurance subsidiaries and Donegal Mutual cannot retain existing, and attract new, independent agents or if insurance consumers increase their use of insurance distribution channels other than independent agents.

The ability of our insurance subsidiaries and Donegal Mutual to retain existing, and to attract new, independent agents is essential to the continued growth of the business of our insurance subsidiaries and Donegal Mutual. If independent agents find it easier to do business with the competitors of our insurance subsidiaries and Donegal Mutual, our insurance subsidiaries and Donegal Mutual could find it difficult to retain their existing business or to attract new business. While our insurance subsidiaries and Donegal Mutual believe they maintain good relationships with the independent agents they have appointed, our insurance subsidiaries and Donegal Mutual cannot be certain that these independent agents will continue to sell the products of our insurance subsidiaries and Donegal Mutual to the consumers these independent agents represent. Some of the factors that could adversely affect the ability of our insurance subsidiaries and Donegal Mutual to retain existing, and attract new, independent agents include:

the significant competition among insurance companies to attract independent agents;

the labor-intensive and time-consuming process of selecting new independent agents;

the insistence of our insurance subsidiaries and Donegal Mutual that independent agents adhere to certain standards;

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the ability of our insurance subsidiaries and Donegal Mutual to pay competitive and attractive commissions, bonuses and other incentives to independent agents; and

the ongoing consolidation of independent agencies, which may result in the acquisition of independent agencies from which our insurance subsidiaries and Donegal Mutual currently receive business by larger entities with which our insurance subsidiaries and Donegal Mutual do not have business relationships.

While our insurance subsidiaries and Donegal Mutual sell insurance to policyholders solely through their network of independent agencies, many competitors of our insurance subsidiaries and Donegal Mutual sell insurance through a variety of delivery methods, including independent agencies, captive agencies and direct sales. To the extent that current and potential policyholders change their distribution channel preference, the business, financial condition and results of operations of our insurance subsidiaries may be adversely affected.

We are dependent on dividends
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Dividends from our insurance subsidiaries are the primary source of funds for the payment of our operating expenses and dividends to our stockholders; however, there are regulatory restrictions and business considerations that may limit the amount of dividends our insurance subsidiaries may pay to us.

As a holding company, we rely primarily on dividends from our insurance subsidiaries as a source of funds to meet our corporate obligations and to pay dividends to our stockholders. The amount of dividends our insurance subsidiaries can pay to us is subject to regulatory restrictions and depends on the amount of surplus our insurance subsidiaries maintain. From time to time, the NAIC and various state insurance regulators consider modifying the method of determining the amount of dividends that an insurance company may pay without prior regulatory approval. The maximum amount of ordinary dividends that our insurance subsidiaries can pay to us in 20222024 without prior regulatory approval is approximately $47.3$39.6 million. Other business and regulatory considerations, such as the impact of dividends on surplus that could affect the ratings of our insurance subsidiaries, competitive conditions, RBC requirements, the investment results of our insurance subsidiaries and the amount of premiums that our insurance subsidiaries write could also adversely impact the ability of our insurance subsidiaries to pay dividends to us.

If A.M. Best downgrades the rating it has assigned to Donegal Mutual or any of our insurance subsidiaries, it would adversely affect their competitive position.

Industry ratings are a factor in establishing and maintaining the competitive position of insurance companies. A.M. Best, an industry-accepted source of insurance company financial strength ratings, rates Donegal Mutual and our insurance subsidiaries. A.M. Best ratings provide an independent opinion of an insurance company’s financial health and its ability to meet its obligations to its policyholders. We believe that the financial strength rating of A.M. Best is material to the operations of Donegal Mutual and our insurance subsidiaries. For example, certain lenders require customers to purchase insurance from an insurance carrier that has received an A.M. Best rating that exceeds a certain level. Currently, Donegal Mutual and our insurance subsidiaries each have an A (Excellent) rating from A.M. Best. In March 2021,April 2023, A.M. Best affirmed its A (Excellent) ratings of Donegal Mutual and our insurance subsidiaries. However, if A.M. Best were to downgrade the rating of Donegal Mutual or any of our insurance subsidiaries, it would adversely affect the competitive position of Donegal Mutual or that insurance subsidiary and make it more difficult for it to market its products and retain its existing policyholders.

The growth and profitability of our insurance subsidiaries depend, in part, on the effective maintenance and ongoing development of Donegal Mutual’s information technology systems, and the allocation of related costs to our insurance subsidiaries may adversely impact their profitability.

Our insurance subsidiaries utilize Donegal Mutual’s information technology systems to conduct their insurance business, including policy quoting and issuance, claims processing, processing of incoming premium payments and other important functions.  As a result, the ability of our insurance subsidiaries to grow their business and conduct profitable operations depends on Donegal Mutual’s ability to maintain its existing information technology systems and to develop new technology systems that will support the business of Donegal Mutual and our insurance subsidiaries in a cost-efficient manner and provide information technology capabilities equivalent to those of our competitors.  The allocation among our insurance subsidiaries and Donegal Mutual of the costs of developing and maintaining Donegal Mutual’s information technology systems may adversely impact our insurance subsidiaries’ expense ratio and underwriting profitability, and such costs may exceed Donegal Mutual’s and our expectations.

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Donegal Mutual is currently in the midst of a multi-year effort to modernize certain of its key infrastructure and applications systems.systems, and the allocation of related costs to our insurance subsidiaries has resulted in an increase to their expense ratio. These new systems are intended to provide various benefits to the member companies of the Donegal Insurance Group, including streamlined workflows and business processes, service enhancements for their agents and policyholders, opportunities to implement new product models and innovative business solutions, greater utilization of data analytics and operational efficiencies. Our insurance subsidiaries began to issue workers’ compensation policies from the new systems in the second quarter of 2020 and began to issue personal lines policies from the new systems, including a new personal lines agency portal, in the fourth quarter of 2021. In 2023, Donegal Mutual implemented two additional major releases of new systems, which included three commercial lines of business with enhanced straight-through-processing capabilities as well as dwelling fire and conversion of legacy homeowners renewal policies in two initial states. Over the next severaltwo years, Donegal Mutual expects to implement new systems for the remaining lines of business that the Donegal Insurance Group offers currently.issues currently and for the conversion of remaining legacy renewal policies of the Donegal Insurance Group. Even with Donegal Mutual'sMutual’s and our best planning and efforts and the involvement of third-party experts, Donegal Mutual may not complete the implementation of these new systems within its planned time framestimeframes or budget. Further, Donegal Mutual’s information technology systems may not deliver the benefits Donegal Mutual and we expect and may fail to keep pace with our competitors’ information technology systems. As a result, Donegal Mutual and our insurance subsidiaries may not have the ability to grow their business and meet their profitability objectives.

Our strategy to grow in part through acquisitions of other insurance companies exposes us to risks that could adversely affect our results of operations and financial condition.
 
The affiliation with, and acquisition of, other insurance companies involves risks that could adversely affect our results of operations and financial condition. The risks associated with these affiliations and acquisitions include:

the potential inadequacy of reserves for losses and loss expenses of the other insurer;

the need to supplement management of the other insurer with additional experienced personnel;

conditions imposed by regulatory agencies that make the realization of cost-savings through integration of the operations of the other insurer with our operations more difficult;

our management'smanagement’s lack of familiarity with the geography, demographics and distribution systems in the markets the other insurer serves that cause the other insurer to fail to meet the growth and profitability objectives we anticipated at the time of the acquisition or affiliation;

the need of the other insurer for additional capital that we did not anticipate at the time of the acquisition or affiliation; and

the use of more of our management’s time in improving the operations of the other insurer than we originally anticipated.

If we cannot obtain sufficient capital to fund the organic growth of our insurance subsidiaries and to make acquisitions, we may not be able to expand our business.

Our strategy is to expand our business through the organic growth of our insurance subsidiaries and through our strategic acquisitions of regional insurance companies. Our insurance subsidiaries may require additional capital in the future to support this strategy. If we cannot obtain sufficient capital on satisfactory terms and conditions, we may not be able to expand the business of our insurance subsidiaries or to make future acquisitions. Our ability to obtain additional financing will depend on a number of factors, many of which are beyond our control. For example, we may not be able to obtain additional debt or equity financing because we or our insurance subsidiaries may already have substantial debt at the time, because we or our insurance subsidiaries do not have sufficient cash flow to service or repay our existing or additional debt or because financial institutions are not making financing available. In addition, any equity capital we obtain in the future could be dilutive to our existing stockholders.

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Competition within the property and casualty insurance industry may adversely impact the revenues and profit margins of our insurance subsidiaries.

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The property and casualty insurance industry is intensely competitive. Competition can be based on many factors, including:

the perceived financial strength of the insurer;

premium rates;

policy terms and conditions;

policyholder service;

reputation; and

experience.

Our insurance subsidiaries and Donegal Mutual compete with many regional and national property and casualty insurance companies, including direct sellers of insurance products, insurers having their own agency organizations and other insurers represented by independent agents. Many of these insurers have greater capital than our insurance subsidiaries and Donegal Mutual, have substantially greater financial, technical and operating resources, have substantially greater exposure and access to potential customers and have equal or higher ratings from A.M. Best than our insurance subsidiaries and Donegal Mutual. In addition, our competitors may become increasingly better capitalized in the future as the property and casualty insurance industry continues to consolidate.

The greater capitalization of many of the competitors of our insurance subsidiaries and Donegal Mutual enables them to operate with lower profit margins and, therefore, allows them to market their products more aggressively, to take advantage more quickly of new marketing opportunities and to offer lower premium rates. In addition to established insurers, our insurance subsidiaries and Donegal Mutual compete with a growing number of start-ups, some of which have received substantial infusions of capital, that seek to disrupt traditional business platforms and distribution channels. Our insurance subsidiaries and Donegal Mutual may not be able to maintain their current competitive position in the markets in which they operate if their competitors offer prices for their products that are lower than the prices our insurance subsidiaries and Donegal Mutual are prepared to offer. Moreover, if these competitors lower the price of their products and our insurance subsidiaries and Donegal Mutual meet their pricing, the profit margins and revenues of our insurance subsidiaries and Donegal Mutual may decrease and their ratios of claims and expenses to premiums may increase. All of these factors could materially adversely affect the financial condition and results of operations of our insurance subsidiaries and their A.M. Best ratings.

The investment portfolios of our insurance subsidiaries consist primarily of fixed-income securities; therefore, the investment income and the fair value of the investment portfolios of our insurance subsidiaries could decrease as a result of a number of factors.

Our insurance subsidiaries invest the premiums they receive from their policyholders and maintain investment portfolios that consist primarily of fixed-income securities. The effective management of these investment portfolios is an important component of the profitability of our insurance subsidiaries. Our insurance subsidiaries derive a significant portion of their operating income from the income they receive on their invested assets. A number of factors may affect the quality and/or yield of their investment portfolios, including the general economic and business environment, government monetary policy, changes in the credit quality of the issuers of the fixed-income securities our insurance subsidiaries own, changes in market conditions and regulatory changes. The fixed-income securities our insurance subsidiaries own consist primarily of securities issued by domestic entities that are backed by either the credit or collateral of the underlying issuer. Factors such as an economic downturn, disruption in the credit market or the availability of credit, a regulatory change pertaining to a particular issuer’s industry, a significant deterioration in the cash flows of the issuer or a change in the issuer’s marketplace may adversely affect the ability of our insurance subsidiaries to collect principal and interest from the issuer in which they invest.

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The investments of our insurance subsidiaries are also subject to risk resulting from interest rate fluctuations. IncreasingAs we experienced when market interest rates increased significantly in 2022, increasing interest rates or a widening in the spread between interest rates available on U.S. Treasury securities and corporate debt or asset-backed securities for example, will typically have an adverse impact on the market values of fixed-rate securities. If interest rates remain at historically low levels,decline, our insurance subsidiaries will generally have a lower overall rate of return on investments of cash their operations generate. In addition, in the event of the call or maturity of investments in a low interest rate environment, our insurance subsidiaries may not be able to reinvest the proceeds in securities with comparable interest rates. Changes in interest rates may reduce both the profitability and the return on the invested capital of our insurance subsidiaries.

We and our insurance subsidiaries depend on key personnel. The loss of any member of our executive management or the senior management of our insurance subsidiaries could negatively affect the continuation of our business strategies and achievement of our growth objectives.

The loss of, or failure to attract, key personnel could significantly impede our financial plans, growth, marketing and other objectives and those of our insurance subsidiaries. The continued success of our insurance subsidiaries depends to a substantial extent on the ability and experience of their senior management. Our insurance subsidiaries and we believe that our future success is dependent on our ability to attract and retain additional skilled and qualified personnel and to expand, train and manage our employees. We and Donegal Mutual have employment agreements with our senior officers, including all of our named executive officers.

The reinsurance agreements on which our insurance subsidiaries rely do not relieve our insurance subsidiaries from their primary liability to their policyholders, and our insurance subsidiaries face a risk of non-payment from their reinsurers as well as the non-availability of reinsurance in the future.

Our insurance subsidiaries rely on reinsurance agreements to limit their maximum net loss from large single catastrophic risks or excess of loss risks in areas where our insurance subsidiaries may have a concentration of policyholders. Reinsurance also enables our insurance subsidiaries to increase their capacity to write insurance because it has the effect of leveraging the surplus of our insurance subsidiaries. Although the reinsurance our insurance subsidiaries maintain provides that the reinsurer is liable to them for any reinsured losses, the reinsurance agreements do not generally relieve our insurance subsidiaries from their primary liability to their policyholders if the reinsurer fails to pay the reinsurance claims of our insurance subsidiaries. To the extent that a reinsurer is unable to pay losses for which it is liable to our insurance subsidiaries, our insurance subsidiaries remain liable for such losses. At December 31, 2021,2023, our insurance subsidiaries had approximately $138.2$117.4 million of reinsurance receivables from third-party reinsurers relating to paid and unpaid losses. Any insolvency or inability of these reinsurers to make timely payments to our insurance subsidiaries under the terms of their reinsurance agreements would adversely affect the results of operations of our insurance subsidiaries.

Michigan law requires MICO to provide certain medical benefits under the personal injury protection, or PIP, coverage of the personal automobile and commercial automobile policies it writes in the Statestate of Michigan. Michigan law also requires MICO to be a member of the Michigan Catastrophic Claims Association, or MCCA, in order to write automobile insurance.  The MCCA receives funding through assessments that its members collect from policyholders in the state and provides reinsurance for PIP claims that exceed a set retention. At December 31, 2021,2023, MICO had approximately $65.9$54.8 million of reinsurance receivables from MCCA relating to paid and unpaid losses. The MCCA has generated significant operating deficits in past years. While the MCCA generated an increase in surplus in recent years, the MCCA board approved the return of a significant portion of its accumulated surplus to policyholders in the form of cash refunds in early 2022. Although we currently consider the risk to be remote, should the MCCA be unable to fulfill its payment obligations to MICO in the future, MICO’s financial condition and results of operations could be adversely affected.

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In addition, our insurance subsidiaries face a risk of the non-availability of reinsurance or an increase in reinsurance costs that could adversely affect their ability to write business or their results of operations. Market conditions beyond the control of our insurance subsidiaries, such as the amount of surplus in the reinsurance market and the frequency and severity of natural and man-made catastrophes, affect both the availability and the cost of the reinsurance our insurance subsidiaries purchase. If our insurance subsidiaries cannot maintain their current level of reinsurance or purchase new reinsurance protection in amounts that our insurance subsidiaries consider sufficient, our insurance subsidiaries would either have to accept an increase in their net risk retention or reduce their insurance writings, either of which could adversely affect them. For example, due to increased reinsurance pricing and reduced reinsurance market capacity, our insurance subsidiaries increased their net retentions under several of their reinsurance programs for 2023 and 2024.

The disruption or failure of Donegal Mutual’s information technology systems or the compromise of the security of those systems that results in the theft or misuse of confidential information could materially impact adversely the business of Donegal Mutual and our insurance subsidiaries.
 
Our insurance subsidiaries’ business operations depend significantly upon the availability and successful operation of Donegal Mutual’s information technology systems. In addition, in the normal course of their operations, Donegal Mutual and our insurance subsidiaries collect, utilize and maintain confidential information regarding individuals and businesses.  While Donegal Mutual has established various security measures to protect its information technology systems and confidential data, unanticipated computer viruses, malware, ransomware, power outages, unauthorized access or other cyberattacks could disrupt those systems or result in the misappropriation or loss of confidential data. Donegal Mutual could experience technology system failures or other outages that would impact the availability of its information technology systems. Donegal Mutual has experienced brief disruptions of systems in the past, including those systems that allow underwriting and processing of new policies. Disruption in the availability of Donegal Mutual’s information technology systems could affect the ability of Donegal Mutual and our insurance subsidiaries to underwrite and process their policies timely, process and settle claims promptly and provide expected levels of customer service to agents and policyholders.

While Donegal Mutual has identified threats to the security of its information technology systems, Donegal Mutual and we are unaware of any significant breach of the security measures Donegal Mutual maintains. A significant breach of the security of Donegal Mutual’s information technology systems that results in the misappropriation or misuse of confidential information could damage the business reputation of Donegal Mutual and our insurance subsidiaries and could expose Donegal Mutual and our insurance subsidiaries to litigation.  The financial impact to Donegal Mutual, us and our insurance subsidiaries of a significant breach could be material.

Risks Relating to Our Common Stock

The price of our common stock may be adversely affected by its low trading volume.

Our Class A common stock and our Class B common stock have limited liquidity. Reported average daily trading volume for our Class A common stock and our Class B common stock for the year ended December 31, 20212023 was approximately 55,50636,167 shares and approximately 8021,324 shares, respectively. This limited liquidity could subject our shares of Class A common stock and our shares of Class B common stock to greater price volatility.

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Donegal Mutual’s majority voting control of our stock, anti-takeover provisions of our certificate of incorporation and by-laws and certain state laws make it unlikely anyone could acquire control of us unless Donegal Mutual were in favor of the acquisition of control.

Donegal Mutual’s ownership of our Class A common stock and Class B common stock, certain anti-takeover provisions of our certificate of incorporation and by-laws, certain provisions of Delaware law and the insurance laws and regulations of Georgia, Michigan, New Mexico, Pennsylvania and Virginia could delay or prevent the removal of members of our board of directors and could make it more difficult for a merger, tender offer or proxy contest involving us to succeed, even if our stockholders other than Donegal Mutual believed any of such events would be beneficial to them. These factors could also discourage a third party from attempting to acquire control of us. The classification of our board of directors could also have the effect of delaying or preventing a change in our control.

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In addition, we have 2,000,0002.0 million authorized shares of preferred stock that we could issue in one or more series without stockholder approval, to the extent applicable law permits, and upon such terms and conditions, and having such rights, privileges and preferences, as our board of directors may determine. Our ability to issue preferred stock could make it difficult for a third party to acquire us. We have no current plans to issue any preferred stock.

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Item 1B.Unresolved Staff Comments.

We have no unresolved written comments from the Securities and Exchange Commission staff regarding our filings under the Exchange Act.

Item 1C.Cybersecurity.

Our insurance subsidiaries utilize the information systems Donegal Mutual maintains. Donegal Mutual has a robust information security program in place as a component of the enterprise-level risk management program of Donegal Mutual and us. The integration of Donegal Mutual’s information security program into the enterprise-level risk management program is intended to promote the inclusion of cybersecurity considerations in decision-making processes throughout Donegal Mutual. Donegal Mutual has implemented multiple layers of cybersecurity systems and related defensive measures that are intended to assist with assessing, identifying and managing material risks from cybersecurity threats to Donegal Mutual’s information systems. Examples of these systems and measures include firewalls, data encryption, intrusion detection and prevention systems, endpoint detection and response systems, data-loss prevention systems and multi-factor authentication requirements for remote and privileged access. Donegal Mutual also regularly evaluates the effectiveness of its information security program through enterprise risk assessments.

Donegal Mutual also requires annual cybersecurity awareness training for all employees who serve Donegal Mutual and our insurance subsidiaries. Donegal Mutual expects all employees to assist in safeguarding its information systems and to assist in the discovery and reporting of cybersecurity incidents. This enterprise-wide program is intended to identify and assess internal and external cyber and information security risks that may threaten the security or integrity of the information stored on the Donegal Mutual’s information systems or those of third-party providers from unauthorized access, use or other malicious acts.

Donegal Mutual employs a third-party security operations center that provides after-hours alert services to help ensure continuous monitoring for cybersecurity threats. On an annual basis, Donegal Mutual also engages third-party cybersecurity consultants to perform cyberattack and penetration testing on its information systems and to conduct tabletop exercises to enhance preparedness of its crisis management team. This crisis management team includes technical and senior-level management personnel, and the exercises are intended to help maintain their readiness by reviewing the roles they will be expected to perform and the procedures they will be expected to follow in the event of a cybersecurity incident. These consultants advise Donegal Mutual on the effectiveness of its cybersecurity processes and assist Donegal Mutual in remediating any identified vulnerabilities and implementing any recommended measures to improve its cybersecurity defenses and readiness.

In addition to monitoring cybersecurity threats to Donegal Mutual’s information systems and information technology infrastructure, Donegal Mutual and we also assess and monitor the information security posture of third-party service providers whose services we deem critical to our operations. This process is designed to help Donegal Mutual’s information security personnel identify and mitigate risks related to data breaches or other cybersecurity incidents originating from third-party service providers in order to better protect Donegal Mutual’s information systems and information technology infrastructure.

Donegal Mutual and we are not aware of any cybersecurity incidents or risks from cybersecurity threats that have materially affected, or are reasonably likely to affect, our business strategy, results of operations or financial condition. While Donegal Mutual maintains cybersecurity insurance, the costs related to cybersecurity threats or disruptions may not be fully insured. For more information regarding the risks Donegal Mutual and we face from cybersecurity threats, see “Risk Factors - Risks Relating to Us and Our Business.”

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Donegal Mutual employs an information security officer who has relevant experience and expertise in information security and holds the management position that is primarily responsible for assessing and managing cybersecurity risks. In addition, the chief risk officer of Donegal Mutual and us has extensive experience in the field of risk management, which is helpful for developing and executing Donegal Mutual’s information security program in a manner that aligns with the overall enterprise-level risk management program of Donegal Mutual and us.

In connection with carrying out their overall oversight responsibilities, the boards of directors of Donegal Mutual and us have delegated certain cybersecurity oversight responsibilities to the joint audit committee of those boards. The joint audit committee meets at least quarterly and is central to the boards’ oversight of cybersecurity risks. The joint audit committee actively monitors these risks in order to assist in coordinating prevention and mitigation efforts by, among other things, participating in risk management committee meetings and receiving quarterly reports from the chief risk officer of Donegal Mutual and us on cybersecurity risks and related matters. Donegal Mutual’s information security officer also provides an annual cybersecurity report to the boards of directors of Donegal Mutual and us. The annual cybersecurity reports encompass a broad range of topics, including types of threats and attempted infiltrations, applicable regulatory developments, information security program activities and planned cybersecurity enhancements to address emerging threats.

Donegal Mutual and we also maintain a risk management committee that is comprised of our shared executive officers and other key management personnel. This committee meets quarterly and is responsible for our enterprise risk strategy and management, which includes identifying, assessing, addressing and monitoring cybersecurity risks. Donegal Mutual’s information security officer provides quarterly updates to the risk management committee. Those updates include current cybersecurity issues and trends and any relevant information related to the prevention, detection, mitigation and remediation of cybersecurity incidents.

Item 2.Properties.

We and our insurance subsidiaries share administrative headquarters with Donegal Mutual in a building in Marietta, Pennsylvania that Donegal Mutual owns. Donegal Mutual allocates to our insurance subsidiaries their proportionate share of building-related expenses under a services allocation agreement. The Marietta headquarters has approximately 270,000 square feet of office space. Southern owns a facility of approximately 10,000 square feet in Glen Allen, Virginia. In addition, Donegal Mutual leases office space in Albuquerque, New Mexico, MICO leases office space in Grand Rapids, Michigan, and Southern Mutual owns a building in Athens, Georgia. Donegal Mutual and our insurance subsidiaries share property-related expenses proportionately under a services allocation agreement.

Item 3.Legal Proceedings.

Our insurance subsidiaries are parties to routine litigation that arises in the ordinary course of their insurance business. We believe that the resolution of these lawsuits will not have a material adverse effect on the financial condition or results of operations of our insurance subsidiaries. However, regardless of outcome, litigation and related matters could have an adverse impact on us and our insurance subsidiaries due to defense and settlement costs, diversion of management resources, negative publicity, reputational harm and other factors.

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.

Our Class A common stock and Class B common stock trade on the NASDAQ Global Select Market under the symbols “DGICA” and “DGICB,” respectively.

At the close of business on March 1, 2022,2024, we had approximately 1,7001,748 holders of record of our Class A common stock and approximately 235 216holders of record of our Class B common stock.

We declared dividends of $0.64$0.68 per share on our Class A common stock and $0.57$0.61 per share on our Class B common stock in 2021,2023, compared to $0.60$0.66 per share on our Class A common stock and $0.53$0.59 per share on our Class B common stock in 2020.2022.
  Unregistered Sales of Equity Securities and Use of Proceeds.
Between October 1, 2023 and December 31, 2023, Donegal Mutual purchased shares of our Class A common stock as set forth in the table below:
Period
(a) Total Number of Shares
(or Units) Purchased
(b) Average Price Paid per
 Share (or Unit)
(c) Total Number of Shares
(or Units) Purchased as
Part of Publicly
Announced Plans or
Programs
(d) Maximum Number (or
 Approximate Dollar Value)
 of Shares (or Units) that
May Yet Be Purchased
Under the Plans or
Programs
Month #1
October 1-31, 2023
Class A – 13,545
Class B – None
Class A – $14.24
Class B – None
Class A – 13,545
Class B – None
(1)
Month #2
November 1-30, 2023
Class A – None
Class B – None
Class A – None
Class B – None
Class A – None
Class B – None
Month #3
December 1-31, 2023
Class A – None
Class B – None
Class A – None
Class B – None
Class A – None
Class B – None
Total
Class A – 13,545
Class B – None
Class A – $14.24
Class B – None
Class A – 13,545
Class B – None



(1)
Donegal Mutual purchased these shares pursuant to its disclosure on April 29, 2022 that it will, at its discretion,         purchase shares of our Class A common stock and Class B common stock at market prices prevailing from time to time in the open market subject to the provisions of SEC Rule 10b-18 and in privately negotiated transactions.  Such disclosure did not stipulate a maximum number of shares that may be purchased under this program.

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Stock Performance Chart.

The following graph provides an indicator of cumulative total stockholder returns on our Class A common stock and our Class B common stock for the period beginning on December 31, 20162018 and ending on December 31, 2021,2023, compared to the Russell 2000 Index and a peer group comprised of six property and casualty insurance companies over the same period.  The peer group consists of Cincinnati Financial Corp., Hanover Insurance Group Inc., Horace Mann Educators Corp., Kemper Corp., Selective Insurance Group Inc. and United Fire Group Inc.  The graph shows the change in value of an initial $100 investment on December 31, 2016,2018, assuming reinvestment of all dividends.

graphicgraphic

  2016  2017  2018  2019  2020  2021 
Donegal Group Inc. Class A $100.00  $102.40  $83.96  $94.96  $93.03  $98.60 
Donegal Group Inc. Class B  100.00   98.82   79.53   84.56   85.48   101.43 
Russell 2000 Index  100.00   114.65   102.03   129.10   155.20   177.73 
Peer Group  100.00   113.94   119.78   149.71   134.96   157.76 
  201820192020202120222023
 Donegal Group Inc. Class A$100.00$113.15$108.55$118.71$123.52$127.47
 Donegal Group Inc. Class B100.00112.41150.58128.76162.04150.99
 Russell 2000100.00125.52113.73172.90137.56160.85
 Peer Group100.00125.90132.70132.95128.52131.56

Value Line Publishing LLCResearch Data Group prepared the foregoing performance graph and data. The performance graph and accompanying data shall not be deemed "filed"“filed” as part of this Form 10-K Report for purposes of Section 18 of the Exchange Act or otherwise subject to the liabilities of that section and should not be deemed incorporated by reference into any other filing we make under the Securities Act of 1933 or the Securities Exchange Act of 1934, except to the extent we specifically incorporate the performance graph and accompanying data by reference into such filing.

Item 6.[Reserved]

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

Overview

Donegal Mutual Insurance Company (“Donegal Mutual”) organized us as an insurance holding company on August 26, 1986. See “Business - History and Organizational Structure” for more information. Our insurance subsidiaries are Atlantic States Insurance Company (“Atlantic States”), SouthernMichigan Insurance Company of Virginia (“Southern”MICO”), The Peninsula Insurance Company and its wholly owned subsidiary, Peninsula Indemnity Company (collectively, “Peninsula”), and MichiganSouthern Insurance Company of Virginia (“MICO”Southern”). Our insurance subsidiaries and their affiliates write commercial and personal lines of property and casualty coverages exclusively through a network of independent insurance agents in certain Mid-Atlantic, Midwest, New England, Southern and Southwestern states. The commercial lines products of our insurance subsidiaries consist primarily of commercial automobile, commercial multi-peril and workers’ compensation policies. The personal lines products of our insurance subsidiaries consist primarily of homeowners and private passenger automobile policies.

At December 31, 2021,2023, Donegal Mutual held approximately 41%44% of our outstanding Class A common stock and approximately 84% of our outstanding Class B common stock. This ownership provides Donegal Mutual with approximately 70%71% of the combined voting power of our outstanding shares of Class A common stock and our outstanding shares of Class B common stock.

Donegal Mutual and Atlantic States have participated in a proportional reinsurance agreement, or pooling agreement, since 1986. Under the pooling agreement, Donegal Mutual and Atlantic States contribute substantially all of their respective premiums, losses and loss expenses to the underwriting pool, and the underwriting pool, acting through Donegal Mutual, then allocates 80% of the pooled business to Atlantic States. Thus, Donegal Mutual and Atlantic States share the underwriting results of the pooled business in proportion to their respective participation in the underwriting pool. The operations of our insurance subsidiaries and Donegal Mutual are interrelated due to the pooling agreement and other factors. While maintaining the separate corporate existence of each company, our insurance subsidiaries conduct business together with Donegal Mutual and its insurance subsidiaries as the Donegal Insurance Group. The Donegal Insurance Group is not a legal entity, is not an insurance company and does not issue or administer insurance policies. Rather, it is a trade name that refers to the group of insurance companies that are affiliated with Donegal Mutual. See “Business - Relationship with Donegal Mutual” for more information regarding the pooling agreement and other transactions with our affiliates.

Donegal Mutual and our insurance subsidiaries operate together as the Donegal Insurance Group and share a combined business plan designed to achieve market penetration and underwriting profitability objectives. The products our insurance subsidiaries and Donegal Mutual offer are generally complementary, thereby allowing Donegal Insurance Group to offer a broader range of products to a given market and to expand Donegal Insurance Group’s ability to service an entire personal lines or commercial lines account. Distinctions within the products of Donegal Mutual and our insurance subsidiaries generally relate to specific risk profiles targeted within similar classes of business, such as preferred tier products compared to standard tier products, but we do not allocate all of the standard risk gradients to one company. Therefore, the underwriting profitability of the business the individual companies write directly will vary. However, because the pool homogenizes the risk characteristics of the predominant percentage of the business Donegal Mutual and Atlantic States write directly and each company shares the underwriting results according to each company’s participation percentage, each company realizes its percentage share of the underwriting results of the pool.

Donegal Mutual completed the merger of Mountain States Mutual Casualty Company, or Mountain States, with and into Donegal Mutual effective May 25, 2017. Donegal Mutual was the surviving company in the merger, and Mountain States’ insurance subsidiaries, Mountain States Indemnity Company and Mountain States Commercial Insurance Company (collectively, the “Mountain States insurance subsidiaries”), became insurance subsidiaries of Donegal Mutual upon completion of the merger. Upon completion of the merger, Donegal Mutual assumed all of the policy obligations of Mountain States and began to market its products together with the Mountain States insurance subsidiaries as the Mountain States Insurance Group in four Southwestern states. Donegal Mutual also entered into a 100% quota-share reinsurance agreement with the Mountain States insurance subsidiaries on the merger date. Beginning with policies effective in 2021, Donegal Mutual began to place the business of the Mountain States Insurance Group into the underwriting pool. As a result, our consolidated financial results through December 31, 2020 excluded the results of the Mountain States Insurance Group operations in those Southwestern states.

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We and Donegal Mutual Insurance Company sold Donegal Financial Services Corporation (“DFSC”) to Northwest Bancshares, Inc. (“Northwest”) on March 8, 2019, resulting in proceeds valued at approximately $85.8 million in a combination of cash and Northwest common stock. Immediately prior to the closing of the merger, DFSC paid a dividend of approximately $29.2 million to us and Donegal Mutual. As the owner of 48.2% of DFSC’s common stock, we received a dividend payment from DFSC of approximately $14.1 million and consideration from Northwest valued at approximately $41.4 million. We recorded a gain of $12.7 million from the sale of DFSC in our results of operations during 2019. We sold the Northwest common stock that we received as part of the consideration during 2019. This transaction represented the culmination of a banking strategy that began with the formation of DFSC in 2000.

 Effective December 1, 2019, our insurance subsidiaries Le Mars Insurance Company (“Le Mars”) and Sheboygan Falls Insurance Company (“Sheboygan Falls”) merged with and into Atlantic States (the “Mergers”).  As a result of the Mergers, the separate corporate existences of Le Mars and Sheboygan Falls ceased and Atlantic States continued as the surviving insurance company. Atlantic States placed the business of Le Mars and Sheboygan Falls, as their policies renewed subsequent to the effective date of the Mergers, into the underwriting pool.

In July 2013, our board of directors authorized a share repurchase program pursuant to which we have the authority to purchase up to 500,000 additional shares of our Class A common stock at prices prevailing from time to time in the open market subject to the provisions of the SEC Rule 10b-18 and in privately negotiated transactions. We did not purchase any shares of our Class A common stock under this program during 20212023 or 2020.2022. We have purchased a total of 57,658 shares of our Class A common stock under this program from its inception through December 31, 2021.2023.

On April 29, 2022, Donegal Mutual disclosed that it will, at its discretion, purchase shares of our Class A common stock and our Class B common stock at market prices prevailing from time to time in the open market subject to the provisions of SEC Rule 10b-18 and in privately negotiated transactions. Such disclosure did not stipulate a maximum number of shares that may be purchased under this program. Donegal Mutual purchased 516,620 and 1,035,778 shares of our Class A common stock  during 2023 and 2022, respectively. Donegal Mutual did not purchase any shares of our Class B common stock during 2023. Donegal Mutual purchased 54,231 shares of our Class B common stock during 2022.

Critical Accounting Policies and Estimates

We combine our financial statements with those of our insurance subsidiaries and present them on a consolidated basis in accordance with GAAP.

Our insurance subsidiaries make estimates and assumptions that can have a significant effect on amounts and disclosures we report in our financial statements. The most significant estimates relate to the reserves of our insurance subsidiaries for property and casualty insurance unpaid losses and loss expenses. While we believe our estimates and the estimates of our insurance subsidiaries are appropriate, the ultimate amounts may differ from the estimates we provided. We regularly review our methods for making these estimates, and we reflect any adjustment we consider necessary in our results of operations for the period in which we make an adjustment.

Liability for Losses and Loss Expenses

Liabilities for losses and loss expenses are estimates at a given point in time of the amounts an insurer expects to pay with respect to incurred policyholder claims based on facts and circumstances the insurer knows at that point in time. For example, legislative, judicial and regulatory actions may expand coverage definitions, retroactively mandate coverage or otherwise require our insurance subsidiaries to pay losses for damages that their policies explicitly excluded or did not intend to cover. At the time of establishing its estimates, an insurer recognizes that its ultimate liability for losses and loss expenses will exceed or be less than such estimates. Our insurance subsidiaries base their estimates of liabilities for losses and loss expenses on assumptions as to future loss trends, expected claims severity, judicial theories of liability and other factors. However, during the loss adjustment period, our insurance subsidiaries may learn additional facts regarding individual claims, and, consequently, it often becomes necessary for our insurance subsidiaries to refine and adjust their estimates for these liabilities. We reflect any adjustments to the liabilities for losses and loss expenses of our insurance subsidiaries in our consolidated results of operations in the period in which our insurance subsidiaries make adjustments to their estimates.

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Our insurance subsidiaries maintain liabilities for the payment of losses and loss expenses with respect to both reported and unreported claims. Our insurance subsidiaries establish these liabilities for the purpose of covering the ultimate costs of settling all losses, including investigation and litigation costs. Our insurance subsidiaries base the amount of their liability for reported losses primarily upon a case-by-case evaluation of the type of risk involved, knowledge of the circumstances surrounding each claim and the insurance policy provisions relating to the type of loss the policyholder incurred. Our insurance subsidiaries determine the amount of their liability for unreported claims and loss expenses on the basis of historical information by line of insurance. Our insurance subsidiaries account for inflation in the reserving function through analysis of costs and trends and reviews of historical reserving results. Our insurance subsidiaries monitor their liabilities closely and recompute them periodically using new information on reported claims and a variety of statistical techniques. Our insurance subsidiaries do not discount their liabilities for losses and loss expenses.

-46-

Reserve estimates can change over time because of unexpected changes in assumptions related to our insurance subsidiaries’ external environment and, to a lesser extent, assumptions related to our insurance subsidiaries’ internal operations. For example, our insurance subsidiaries have experienced an increase in claims severity and a lengthening of the claim settlement periods on bodily injury claims during the past several years.  In addition, the COVID-19 pandemic and related government mandates and restrictions resulted in various changes from historical claims reporting and settlement trends during 2020 and resulted in significant increases in loss costs in 20212022 and 2023 due to a number of factors, including supply chain disruption, higher new and used automobile values, increases in the cost of replacement automobile parts and rising labor rates. TheseWhile these trend changes have begun to normalize, they caused significant disruption to historical loss patterns and give rise to greater uncertainty as to the pattern of future loss settlements. Related uncertainties regarding future trends include social inflation, availability and cost of replacement automobile parts and building materials, availability of skilled labor, the rate of plaintiff attorney involvement in claims and the cost of medical technologies and procedures. Assumptions related to our insurance subsidiaries’ external environment include the absence of significant changes in tort law and the legal environment that increase liability exposure, consistency in judicial interpretations of insurance coverage and policy provisions and the rate of loss cost inflation. Internal assumptions include consistency in the recording of premium and loss statistics, consistency in the recording of claims, payment and case reserving methodology, accurate measurement of the impact of rate changes and changes in policy provisions, consistency in the quality and characteristics of business written within a given line of business and consistency in reinsurance coverage and collectability of reinsured losses, among other items.  To the extent our insurance subsidiaries determine that underlying factors impacting their assumptions have changed, our insurance subsidiaries make adjustments in their reserves that they consider appropriate for such changes. Accordingly, our insurance subsidiaries’ ultimate liability for unpaid losses and loss expenses will likely differ from the amount recorded at December 31, 2021.2023. For every 1% change in our insurance subsidiaries’ loss and loss expense reserves, net of reinsurance recoverable, the effect on our pre-tax results of operations would be approximately $6.3$6.9 million.

The establishment of appropriate liabilities is an inherently uncertain process and we can provide no assurance that our insurance subsidiaries’ ultimate liability will not exceed our insurance subsidiaries’ loss and loss expense reserves and have an adverse effect on our results of operations and financial condition. Furthermore, we cannot predict the timing, frequency and extent of adjustments to our insurance subsidiaries’ estimated future liabilities, because the historical conditions and events that serve as a basis for our insurance subsidiaries’ estimates of ultimate claim costs may change. As is the case for substantially all property and casualty insurance companies, our insurance subsidiaries have found it necessary in the past to increase their estimated future liabilities for losses and loss expenses in certain periods and, in other periods, their estimated future liabilities for losses and loss expenses have exceeded their actual liabilities for losses and loss expenses. Changes in our insurance subsidiaries’ estimates of their liability for losses and loss expenses generally reflect actual payments and their evaluation of information received subsequent to the prior reporting period.

Our insurance subsidiaries recognized a decrease in their liability for losses and loss expenses of prior years of $16.7 million, $44.8 million and $31.2 million $12.9 millionin 2023, 2022 and $12.9 million in 2021, 2020 and 2019, respectively. Our insurance subsidiaries made no significant changes in their reserving philosophy or claims management personnel, and they have made no significant offsetting changes in estimates that increased or decreased their loss and loss expense reserves in those years. The 2023 development represented 2.5% of the December 31, 2022 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2023. The majority of the 2023 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2022 development represented 7.2% of the December 31, 2021 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2022. The majority of the 2022 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO.  The 2021 development represented 5.6% of the December 31, 2020 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile, workers’ compensation and commercial automobile lines of business for accident years prior to 2021. The majority of the 2021 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2020 development represented 2.6% of the December 31, 2019 net carried reserves and resulted primarily from lower-than-expected severity in the workers’ compensation and personal automobile lines of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2020. The majority of the 2020 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2019 development represented 2.7% of the December 31, 2018 net carried reserves and resulted primarily from lower-than-expected severity in the workers’ compensation line of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2019. The majority of the 2019 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO.

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Excluding the impact of severe weather events and the COVID-19 pandemic, our insurance subsidiaries have noted stable amounts in the number of claims incurred and the number of claims outstanding at period ends relative to their premium base in recent years across most of their lines of business. However, the amount of the average claim outstanding has increased gradually over the past several years due to various factors such as increased property and automobile repair and replacement costs, rising medical loss costs and increased litigation trends. We have also experienced a general slowing of settlement rates in litigated claims. Our insurance subsidiaries could have to make further adjustments to their estimates in the future. However, on the basis of our insurance subsidiaries’ internal procedures, which analyze, among other things, their prior assumptions, their experience with similar cases and historical trends such as reserving patterns, loss payments, pending levels of unpaid claims and product mix, as well as court decisions, economic conditions and public attitudes, we believe that our insurance subsidiaries have made adequate provision for their liability for losses and loss expenses.

Atlantic States’ participation in the pool with Donegal Mutual exposes Atlantic States to adverse loss development on the business of Donegal Mutual that the pool includes. However, pooled business represents the predominant percentage of the net underwriting activity of both companies, and Donegal Mutual and Atlantic States share proportionately any adverse risk development relating to the pooled business. The business in the pool is homogeneous and each company has a pro-rata share of the entire pool. Since the predominant percentage of the business of Atlantic States and Donegal Mutual is pooled and the results shared by each company according to its participation level under the terms of the pooling agreement, the intent of the underwriting pool is to produce a more uniform and stable underwriting result from year to year for each company than either would experience individually and to spread the risk of loss between the companies.

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Our insurance subsidiaries’ liability for losses and loss expenses by major line of business at December 31, 20212023 and 20202022 consisted of the following:

 2021  2020  2023  2022 
 (in thousands)  (in thousands) 
Commercial lines:            
Automobile $172,302  $151,813  $168,749  $174,833 
Workers’ compensation 122,398  118,037  122,473  120,539 
Commercial multi-peril 168,445  126,299  217,292  203,567 
Other  18,530   13,212   27,167   23,071 
Total commercial lines  481,675   409,361   535,681   522,010 
            
Personal lines:            
Automobile 109,915  120,861  112,509  108,715 
Homeowners 26,169  20,976  28,001  28,481 
Other  8,600   5,991   12,952   10,656 
Total personal lines  144,684   147,828   153,462   147,852 
            
Total commercial and personal lines 626,359  557,189  689,143  669,862 
Plus reinsurance recoverable  451,261   404,818   437,014   451,184 
Total liability for losses and loss expenses $1,077,620  $962,007  $1,126,157  $1,121,046 

We have evaluated the effect on our insurance subsidiaries’ loss and loss expense reserves and our stockholders’ equity in the event of reasonably likely changes in the variables we consider in establishing loss and loss expense reserves. We established the range of reasonably likely changes based on a review of changes in accident year development by line of business and applied it to our insurance subsidiaries’ loss reserves as a whole. The selected range does not necessarily indicate what could be the potential best or worst case or the most-likely scenario. The following table sets forth the effect on our insurance subsidiaries’ loss and loss expense reserves and our stockholders’ equity in the event of reasonably likely changes in the variables considered in establishing loss and loss expense reserves:
 
Change in Loss and Loss
Expense Reserves Net of
Reinsurance
  
Adjusted Loss and Loss
Expense Reserves Net of
Reinsurance at December 31, 2021
  
Percentage Change in
Equity at December 31,
2021(1)
  
Adjusted Loss and Loss
Expense Reserves Net of
Reinsurance at
December 31, 2020
  
Percentage Change in
Equity at
December 31, 2020(1)
  
Adjusted Loss and Loss
Expense Reserves Net of
Reinsurance at
December 31, 2023
 
Percentage Change in
 Equity at December 31,
 2023(1)
 
Adjusted Loss and Loss
Expense Reserves Net of
Reinsurance at
 December 31, 2022
 
Percentage Change in
Equity at
 December 31, 2022(1)
(dollars in thousands)(dollars in thousands) (dollars in thousands)
-10.0% $563,723  9.3% $501,470  8.5%
-10.0% $620,229 11.3% $602,876 10.9%
-7.5  579,382  7.0  515,400  6.4  637,457 8.5 619,622 8.2
-5.0  595,041  4.7  529,330  4.3  654,686 5.7 636,369 5.5
-2.5  610,700  2.3  543,259  2.1  671,914 2.8 653,115 2.7
Base  626,359    557,189    689,143  669,862 
2.5  642,018  -2.3  571,119  -2.1  706,372 -2.8 686,609 -2.7
5.0  657,677  -4.7  585,048  -4.3  723,600 -5.7 703,355 -5.5
7.5  673,336  -7.0  598,978  -6.4  740,829 -8.5 720,102 -8.2
10.0  688,995  -9.3  612,908  -8.5  758,057 -11.3 736,848 -10.9


(1)          
(1)
Net of income tax effect.

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Our insurance subsidiaries base their reserves for unpaid losses and loss expenses on current trends in loss and loss expense development and reflect their best estimates for future amounts needed to pay losses and loss expenses with respect to incurred events currently known to them plus incurred but not reported (“IBNR”) claims. Our insurance subsidiaries develop their reserve estimates based on an assessment of known facts and circumstances, review of historical loss settlement patterns, estimates of trends in claims severity, frequency, legal and regulatory changes and other assumptions. Our insurance subsidiaries consistently apply actuarial loss reserving techniques and assumptions, which rely on historical information as adjusted to reflect current conditions, including consideration of recent case reserve activity. Our insurance subsidiaries use the point estimate their actuaries select. For the year ended December 31, 2021,2023, the actuaries developed a range from a low of $575.7$651.1 million to a high of $681.5$728.7 million and selected a point estimate of $626.4$689.1 million. The actuaries’ range of estimates for commercial lines in 20212023 was $442.8$507.2 million to $524.0$565.4 million, and the actuaries selected a point estimate of $481.7$535.7 million. The actuaries’ range of estimates for personal lines in 20212023 was $132.9$144.0 million to $157.5$163.3 million, and the actuaries selected a point estimate of $144.7$153.5 million. For the year ended December 31, 2020,2022, the actuaries developed a range from a low of $512.9$621.6 million to a high of $605.3$721.6 million and selected a point estimate of $557.2$669.9 million. The actuaries’ range of estimates for commercial lines in 20202022 was $376.9$486.4 million to $444.7$560.5 million, and the actuaries selected a point estimate of $409.4$522.0 million. The actuaries’ range of estimates for personal lines in 20202022 was $136.0$135.2 million to $160.6$161.1 million, and the actuaries selected a point estimate of $147.8$147.9 million.

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Our insurance subsidiaries seek to enhance their underwriting results by carefully selecting the product lines they underwrite. For personal lines products, our insurance subsidiaries insure standard and preferred risks in private passenger automobile and homeowners lines. For commercial lines products, the commercial risks that our insurance subsidiaries primarily insure are business offices, wholesalers, service providers, contractors, artisans and light manufacturing operations. Our insurance subsidiaries have limited exposure to asbestos and other environmental liabilities. Our insurance subsidiaries write no medical malpractice liability risks. Through the consistent application of this disciplined underwriting philosophy, our insurance subsidiaries have avoided many of the “long-tail” issues other insurance companies have faced. We consider workers’ compensation to be a “long-tail” line of business, in that workers’ compensation claims tend to be settled over a longer time frame than those in the other lines of business of our insurance subsidiaries.

The following table presents 20212023 and 20202022 claim count and payment amount information for workers’ compensation. Workers’ compensation losses primarily consist of indemnity and medical costs for injured workers.
 
 For the Year Ended December 31,  For the Year Ended December 31, 
(dollars in thousands) 2021  2020  2023  2022 
Number of claims pending, beginning of period 2,898  3,014  3,366  3,336 
Number of claims reported 6,883  5,935  5,928  6,683 
Number of claims settled or dismissed 6,445  6,051  6,150  6,653 
Number of claims pending, end of period 3,336  2,898  3,144  3,366 
            
Losses paid $50,664  $38,204  $54,336  $55,809 
Loss expenses paid 10,067  9,065  $12,292  12,062 

Management Evaluation of Operating Results

Despite challenging insurance market conditions and increasing property and casualty loss severity trends and unusually adverse weather conditions that affected our results in recent years, we believe that our focused business strategy, including our insurance subsidiaries disciplinedsubsidiaries’ ongoing implementation of premium rate increases and refinements to their underwriting practices, have positioned us well for 20222024 and beyond.

Because our insurance subsidiaries do not prepare GAAP financial statements, we evaluate the performance of our commercial lines and personal lines segments utilizing statutory accounting practices (“SAP”), which include financial measures that reflect the growth trends and underwriting results of our insurance subsidiaries.

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We use the following financial data to monitor and evaluate our operating results:

 Year Ended December 31,  Year Ended December 31, 
(in thousands) 2021  2020  2019  2023  2022  2021 
                  
Net premiums written:                  
Commercial lines:                  
Automobile $161,947  $135,294  $122,142  $174,741  $167,774  $161,947 
Workers’ compensation 113,256  109,960  113,684  107,598  111,892  113,256 
Commercial multi-peril 188,242  147,993  138,750  195,632  200,045  188,242 
Other  38,340   32,739   30,303   50,458   51,135   49,229 
Total commercial lines  501,785   425,986   404,879   528,429   530,846   512,674 
Personal lines:                  
Automobile 170,578  184,602  210,507  215,957  181,129  170,578 
Homeowners 109,974  111,886  117,118  139,688  120,087  109,974 
Other  21,930   19,666   20,097   11,623   11,468   11,041 
Total personal lines  302,482   316,154   347,722   367,268   312,684   291,593 
Total net premiums written $804,267  $742,140  $752,601  $895,697  $843,530  $804,267 
                  
Components of combined ratio:                  
Loss ratio 67.1% 62.0% 67.0% 69.1% 68.6% 67.1%
Expense ratio 33.3  33.0  31.3  34.7  34.1  33.3 
Dividend ratio  0.6   1.0   1.2   0.6   0.6   0.6 
Combined ratio  101.0%  96.0%  99.5%  104.4%  103.3%  101.0%
                  
Revenues:                  
Net premiums earned:                  
Commercial lines $468,433  $412,877  $385,465  $533,029  $521,227  $478,966 
Personal lines  307,582   329,163   370,613   349,042   301,263   297,049 
Total net premiums earned 776,015  742,040  756,078  882,071  822,490  776,015 
Net investment income 31,126  29,504  29,515  40,853  34,016  31,126 
Investment gains 6,477  2,778  21,985 
Equity in earnings of DFSC     295 
Investment gains (losses) 3,173  (10,185) 6,477 
Other  2,848   3,497   4,578   1,241   1,900   2,848 
Total revenues $816,466  $777,819  $812,451  $927,338  $848,221  $816,466 

  Year Ended December 31, 
(in thousands) 2023  2022  2021 
          
Components of net income (loss):         
Underwriting (loss) income:         
Commercial lines $(6,998) $(22,665) $(35,174)
Personal lines  (35,118)  (13,506)  17,235 
SAP underwriting loss  (42,116)  (36,171)  (17,939)
GAAP adjustments  3,735   8,667   9,945 
GAAP underwriting loss  (38,381)  (27,504)  (7,994)
Net investment income  40,853   34,016   31,126 
Investment gains (losses)  3,173   (10,185)  6,477 
Other  (582)  35   730 
Income (loss) before income tax expense (benefit)  5,063   (3,638)  30,339 
Income tax expense (benefit)  637   (1,679)  5,085 
Net income (loss) $4,426  $(1,959) $25,254 

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  Year Ended December 31, 
(in thousands) 2021  2020  2019 
          
Components of net income:         
Underwriting (loss) income:         
Commercial lines $(35,174) $(858) $8,404 
Personal lines  17,235   31,764   (1,617)
SAP underwriting (loss) income  (17,939)  30,906   6,787 
GAAP adjustments  9,945   (959)  (3,079)
GAAP underwriting (loss) income  (7,994)  29,947   3,708 
Net investment income  31,126   29,504   29,515 
Investment gains  6,477   2,778   21,985 
Equity in earnings of DFSC        295 
Other  730   1,043   1,578 
Income before income tax expense  30,339   63,272   57,081 
Income tax expense  5,085   10,457   9,929 
Net income $25,254  $52,815  $47,152 

Non-GAAP Information

We prepare our consolidated financial statements on the basis of GAAP. Our insurance subsidiaries also prepare financial statements based on SAP. SAP financial measures are considered non-GAAP financial measures under applicable SEC rules because the SAP financial measures include or exclude certain items that the most comparable GAAP financial measures do not ordinarily include or exclude. Our calculation of non-GAAP financial measures may differ from similar measures other companies use. As a result, investors should exercise caution when comparing our non-GAAP financial measures to the non-GAAP financial measures other companies use. The SAP financial measures we utilize are net premiums written and statutory combined ratio.

Net Premiums Written

We define net premiums written as the amount of full-term premiums our insurance subsidiaries record for policies effective within a given period less premiums our insurance subsidiaries cede to reinsurers. Net premiums earned is the most comparable GAAP financial measure to net premiums written. Net premiums earned represent the sum of the amount of net premiums written and the change in net unearned premiums during a given period.  Our insurance subsidiaries earn premiums and recognize them as revenue over the terms of their policies, which are one year or less in duration. Therefore, increases or decreases in net premiums earned generally reflect increases or decreases in net premiums written in the preceding 12-month period compared to the comparable period one year earlier.

The following table provides a reconciliation of our net premiums earned to our net premiums written for 2021, 20202023, 2022 and 2019:2021:
 
 Year Ended December 31,  Year Ended December 31, 
 2021  2020  2019  2023  2022  2021 
                  
Net premiums earned $776,015,201  $742,040,339  $756,078,400  $882,071,386  $822,489,450  $776,015,201 
Change in net unearned premiums  28,251,308   99,554   (3,477,111)  13,625,254   21,039,149   28,251,308 
Net premiums written $804,266,509  $742,139,893  $752,601,289  $895,696,640  $843,528,599  $804,266,509 

The increase in the change in net unearned premiums for 2021 compared to 2020 and 2019 primarily reflects the inclusion of the business of the Mountain States Insurance Group in the underwriting pool beginning with policies effective in 2021.

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Statutory Combined Ratio

The combined ratio is a standard measurement of underwriting profitability for an insurance company. The combined ratio does not reflect investment income, net investment gains or losses, federal income taxes or other non-operating income or expense. A combined ratio of less than 100% generally indicates underwriting profitability.

The statutory combined ratio is a non-GAAP financial measure that is based upon amounts determined under SAP. We calculate our statutory combined ratio as the sum of:

the statutory loss ratio, which is the ratio of calendar-year net incurred losses and loss expenses to net premiums earned;
the statutory expense ratio, which is the ratio of expenses incurred for net commissions, premium taxes and underwriting expenses to net premiums written; and
the statutory dividend ratio, which is the ratio of dividends to holders of workers’ compensation policies to net premiums earned.

The calculation of our statutory combined ratio differs from the calculation of our GAAP combined ratio. In calculating our GAAP combined ratio, we do not deduct installment payment fees from incurred expenses, and we base the expense ratio on net premiums earned instead of net premiums written. Differences between our GAAP loss ratio and our statutory loss ratio result from anticipating salvage and subrogation recoveries for our GAAP loss ratio but not for our statutory loss ratio.

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The following table presents comparative details with respect to our GAAP and statutory combined ratios for the years ended December 31, 2021, 20202023, 2022 and 2019:2021:
 
 Year Ended December 31,  Year Ended December 31, 
 2021  2020  2019  2023  2022  2021 
GAAP Combined Ratios (Total Lines)                  
Loss ratio (non-weather) 61.3% 55.1% 60.9%
Loss ratio (weather-related) 5.8  6.9  6.1 
Loss ratio - core losses 57.5% 59.8% 59.4%
Loss ratio - weather-related losses 8.3  7.7  5.8 
Loss ratio - large fire losses 5.2  6.5  5.9 
Loss ratio - net prior-year reserve development  -1.9   -5.4   -4.0 
Loss ratio 69.1  68.6  67.1 
Expense ratio 33.3  33.0  31.3  34.7  34.1  33.3 
Dividend ratio  0.6   1.0   1.2   0.6   0.6   0.6 
Combined ratio  101.0%  96.0%  99.5%  104.4%  103.3%  101.0%
                  
Statutory Combined Ratios                  
Commercial lines:                  
Automobile 108.6% 112.7% 117.4% 97.3% 98.0% 108.6%
Workers’ compensation 94.6  86.3  78.5  96.6  97.3  94.6 
Commercial multi-peril 114.1  98.4  93.7  112.3  116.9  114.1 
Other 77.5  74.0  72.6  85.5  80.8  77.5 
Total commercial lines 104.9  97.8  95.0  101.6  103.7  104.9 
Personal lines:                  
Automobile 94.4  91.3  105.7  109.7  103.8  94.4 
Homeowners 102.9  97.2  101.2  108.6  111.0  102.9 
Other 49.3  74.9  73.2  75.8  52.1  49.3 
Total personal lines 94.4  92.4  102.6  108.2  102.8  94.4 
Total commercial and personal lines 100.8  95.4  98.7  104.2  103.3  100.8 

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Results of Operations

YEAR ENDED DECEMBER 31, 20212023 COMPARED TO YEAR ENDED DECEMBER 31, 20202022

Net Premiums Earned

Our insurance subsidiaries’ net premiums earned increased to $776.0$882.1 million for 2021,2023, an increase of $34.0$59.6 million, or 4.6%7.2%, compared to 2020,2022, primarily reflecting solid premium retention and renewal premium increases. Our insurance subsidiaries earn premiums and recognize them as income over the inclusionterms of the policies they issue. Such terms are generally one year or less in duration. Therefore, increases or decreases in net premiums earned generally reflect increases or decreases in net premiums written in the preceding twelve-month period compared to the same period one year earlier.

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Net Premiums Written

Our insurance subsidiaries’ 2023 net premiums written increased 6.2% to $895.7 million, compared to $843.5 million for 2022. Commercial lines net premiums written decreased $2.4 million, or 0.5%, for 2023 compared to 2022. We attribute the decrease in commercial lines net premiums written primarily to planned attrition in states we are exiting or have targeted for profit improvement, lower new business writings and reinsurance reinstatement premiums on our property excess of loss reinsurance program, offset partially by strong premium retention and a continuation of renewal premium increases in lines other than workers’ compensation. Personal lines net premiums written increased $54.6 million, or 17.5%, for 2023 compared to 2022. We attribute the increase in personal lines net premiums written primarily to renewal premium increases and strong policy retention.

Investment Income

For 2023, our net investment income increased 20.1% to $40.9 million, compared to $34.0 million for 2022, due primarily to higher average reinvestment yields and higher average invested assets for 2023 compared to 2022.

Net Investment Gains (Losses)

Our net investment gains for 2023 were $3.2 million. Our net investment losses for 2022 were $10.2 million. The net investment gains (losses) for 2023 and 2022 were primarily related to increases (decreases) in the market value of the Mountain States Insurance Groupequity securities held at the end of the respective periods. We did not recognize any impairment losses during 2023 or 2022.

Losses and Loss Expenses

Our insurance subsidiaries’ loss ratio, which is the ratio of incurred losses and loss expenses to premiums earned, was 69.1% for 2023, compared to 68.6% for 2022. Our insurance subsidiaries’ commercial lines loss ratio decreased to 64.8% for 2023, compared to 67.1% for 2022. This decrease resulted primarily from the commercial multi-peril loss ratio decreasing to 73.1% for 2023, compared to 79.2% for 2022, primarily due to a decrease in severity of non-weather claims. The personal lines loss ratio increased to 75.6% for 2023, compared to 71.0% for 2022. The personal automobile loss ratio increased to 78.5% for 2023, compared to 72.1% for 2022, primarily due to an increase in automobile claim severity due to the ongoing impact of supply chain disruption and labor shortages on the costs of repair and replacement vehicles. Our insurance subsidiaries experienced favorable loss reserve development of approximately $16.7 million, or 1.9percentage points of the loss ratio, during 2023 in their reserves for prior accident years, compared to approximately $44.8 million, or 5.4 percentage points of the loss ratio, during 2022. The favorable loss reserve development in 2023 resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2023. Weather-related losses of $72.9 million, or 8.3 percentage points of the loss ratio, for 2023 increased from $63.5 million, or 7.7 percentage points of the loss ratio, for 2022, with the increase primarily impacting the homeowners line of business. Large fire losses, which we define as individual fire losses in excess of $50,000, were $45.4 million, or 5.2 percentage points of the loss ratio, for 2023, compared to $53.5 million, or 6.5 percentage points of the loss ratio, for 2022. The decrease was related to lower average claim severity of both commercial property and home fires in 2023 compared to 2022.

Underwriting Expenses

Our insurance subsidiaries’ expense ratio, which is the ratio of policy acquisition and other underwriting poolexpenses to premiums earned, was 34.7% for 2023, compared to 34.1% for 2022. We attribute the modest increase to higher technology system-related expenses for 2023 compared to 2022, offset somewhat by decreased underwriting-based incentive costs for our employees for 2023 compared to 2022. The increase in technology systems-related expenses for 2023 was primarily due to an increased allocation of costs from Donegal Mutual to our insurance subsidiaries following the successful implementation of two additional major releases of new systems as part of our ongoing systems modernization project in 2023. We expect the impact from allocated costs from Donegal Mutual to our insurance subsidiaries related to the ongoing systems modernization project will peak at approximately 1.25 percentage points of the expense ratio in 2024 before beginning withto subside gradually in subsequent years.

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Policyholder Dividends

Our insurance subsidiaries pay policyholder dividends primarily on workers’ compensation policies on a sliding scale based on the profitability of a given policy.

Combined Ratio

Our insurance subsidiaries’ combined ratio was 104.4% and 103.3% for 2023 and 2022, respectively. The combined ratio represents the sum of the loss ratio, the expense ratio and the dividend ratio, which is the ratio of workers’ compensation policy dividends incurred to premiums earned. We attribute the increase in our combined ratio primarily to the increases in the loss and expense ratios.

Interest Expense

Our interest expense for 2023 decreased slightly to $619,813, compared to $620,558 for 2022.

Income Taxes

Our income tax expense was $637,972 for 2023, compared to an income tax benefit of $1.7 million for 2022. Our effective tax rate for 2023 was 12.6%.

Net Income (Loss) and Earnings (Loss) Per Share

Our net income for 2023 was $4.4 million, or $0.14 per share of Class A common stock on a diluted basis and $0.11 per share of Class B common stock, compared to a net loss for 2022 of $2.0 million, or $0.06 per share of Class A common stock and $0.07 per share of Class B common stock. We had 27.8 million and 27.1 million Class A shares outstanding at December 31, 2023 and 2022, respectively.  We had 5.6 million Class B shares outstanding for both periods. There are no outstanding securities that dilute our shares of Class B common stock.

Book Value Per Share

Our stockholders’ equity decreased by $3.8 million during 2023, primarily due to the cash dividends we declared exceeding our net income and other increases during the year, resulting in a decrease in our book value per share to $14.39 at December 31, 2023, compared to $14.79 a year earlier.

YEAR ENDED DECEMBER 31, 2022 COMPARED TO YEAR ENDED DECEMBER 31, 2021

Net Premiums Earned

Our insurance subsidiaries’ net premiums earned increased to $822.5million for 2022, an increase of $46.5 million, or 6.0%, compared to 2021, as wellprimarily reflecting solid premium retention and renewal premium increases. Our insurance subsidiaries earn premiums and recognize them as income over the terms of the policies they issue. Such terms are generally one year or less in duration. Therefore, increases or decreases in net premiums earned generally reflect increases or decreases in net premiums written in the preceding twelve-month period compared to the same period one year earlier.

Net Premiums Written

Our insurance subsidiaries’ 20212022 net premiums written increased 8.4%4.9% to $843.5 million, compared to $804.3 million compared to $742.1 million for 2020.2021. Commercial lines net premiums written increased $75.8$18.0 million, or 17.8%3.6%, for 20212022 compared to 2020.2021. We attribute the increase in commercial lines net premiums written primarily to the inclusion of themodest new business of the Mountain States Insurance Group in the underwriting pool beginning with policies effective in 2021, as well as solidwritings, strong premium retention and a continuation of renewal premium increases.increases in lines other than workers’ compensation, offset partially by planned attrition in regions we have targeted for profit improvement. Personal lines net premiums written decreased $13.7increased $21.3 million, or 4.3%7.0%, for 20212022 compared to 2020.2021. We attribute the decreaseincrease in personal lines net premiums written primarily to net attrition as a resultrenewal premium increases, strong policy retention and new business writings in certain states where we have introduced an updated suite of measures our insurance subsidiaries implemented to improve underwriting profitability, partially offset by the impact of premium rate increases.products.

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Investment Income

For 2021,2022, our net investment income increased 9.3% to $34.0 million, compared to $31.1 million compared to $29.5 million for 2020,2021, due primarily to higher average reinvestment yields and higher average invested assets for 20212022 compared to 2020.2021.

Net Investment (Losses) Gains

Our net investment gainslosses for 2021 and 20202022 were $6.5 million and $2.8 million, respectively. The$10.2 million.  Our net investment gains for 2021 were $6.5 million. The net investment (losses) gains for 2022 and 20202021 were primarily related to (decreases) increases in unrealized (losses) gains within our equity securities portfolio. We did not recognize any impairment losses during 20212022 or 2020.2021.

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Losses and Loss Expenses

Our insurance subsidiaries’ loss ratio, which is the ratio of incurred losses and loss expenses to premiums earned, was 68.6% for 2022, compared to 67.1% for 2021, compared to 62.0% for 2020.2021. Our insurance subsidiaries’ commercial lines loss ratio increaseddecreased to 67.1% for 2022, compared to 68.6% for 2021, compared to 63.9% for 2020.2021. This increasedecrease resulted primarily from the workers’ compensationcommercial automobile loss ratio increasingdecreasing to 57.7%64.2% for 2021,2022, compared to 51.1%75.0% for 2020, and the commercial multi-peril loss ratio increasing to 76.9% for 2021, compared to 65.9% for 2020.2021. The personal lines loss ratio increased to 71.0% for 2022, compared to 64.8% for 2021, compared to 59.5% for 2020.2021. The personal automobile loss ratio increased to 72.1% for 2022, compared to 65.6% for 2021, compared to 60.1% for 2020, primarily due to an increase in automobile claim frequency as driving activity generally returnedseverity due to pre-pandemic levels.the ongoing impact of supply chain disruption and labor shortages on the costs of repair and replacement vehicles. The homeowners loss ratio increased to 76.1% for 2022, compared to 69.6% for 2021, comparedprimarily due to 61.8%increased average claim severity due to the ongoing impact of supply chain disruption and labor shortages on repair and replacement costs for 2020.homes. Our insurance subsidiaries experienced favorable loss reserve development of approximately $31.2$44.8 million, or 4.05.4 percentage points of the loss ratio, during 20212022 in their reserves for prior accident years, compared to favorable loss reserve development of approximately $12.9$31.2 million, or 1.74.0 percentage points of the loss ratio, during 2020.2021. The favorable loss reserve development in 20212022 resulted primarily from lower-than-expected loss emergence in the personal automobile workers’ compensation and commercial automobile lines of business for accident years prior to 2021.2022. Weather-related losses of $63.5 million, or 7.7 percentage points of the loss ratio, for 2022 increased from $45.3 million, or 5.8 percentage points of the loss ratio, for 2021, decreased from $51.4 million, or 6.9 percentage points of the loss ratio, for 2020, with the decreaseincrease primarily impacting the commercial multi-peril line of business. Large fire losses, which we define as individual fire losses in excess of $50,000, were $53.5 million, or 6.5 percentage points of the loss ratio, for 2022, compared to $45.6 million, or 5.9 percentage points of the loss ratio, for 2021, compared to $22.8 million, or 3.1 percentage points of the loss ratio, for 2020.2021. The significant increase was related to a higher incidenceincreased average claim severity of both commercial property and home fires in 20212022 compared to 2020.2021, which we attribute in part to inflationary repair cost increases.

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Underwriting Expenses

Our insurance subsidiaries’ expense ratio, which is the ratio of policy acquisition and other underwriting expenses to premiums earned, was 34.1% for 2022, compared to 33.3% for 2021, compared to 33.0% for 2020.2021. We attribute the modest increase to higher technology system-related expenses for 20212022 compared to 2020,2021, offset somewhat by lower commercial growth incentive costs for our agents and decreased underwriting-based incentive costs for our agents and employees for 20212022 compared to 2020.2021. The increase in technology systems-related expenses for 20212022 was primarily due to an increased allocation of costs from Donegal Mutual to our insurance subsidiaries following the successful implementation of the second phase of our ongoing systems modernization project in August 2021.

Policyholder Dividends

Our insurance subsidiaries pay policyholder dividends primarily on workers'workers’ compensation policies on a sliding scale based on the profitability of a given policy.  We attribute the decrease in dividends incurred for 2021 compared to 2020 to a modest decline in the profitability of the workers' compensation line of business over the respective periods to which the dividends applied.

Combined Ratio

Our insurance subsidiaries’ combined ratio was 103.3% and 101.0% for 2022 and 96.0% for 2021, and 2020, respectively. The combined ratio represents the sum of the loss ratio, the expense ratio and the dividend ratio, which is the ratio of workers’ compensation policy dividends incurred to premiums earned. We attribute the increase in our combined ratio primarily to the increase in the loss ratio.

Interest Expense

Our interest expense for 20212022 decreased to $895,605,$620,558, compared to $1.2 million$895,605 for 2020.2021. We attribute the decrease to lower average borrowings under our lines of credit during 20212022 compared to 2020.2021.

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Income Taxes

Our income tax benefit was $1.7 million for 2022, compared to income tax expense wasof $5.1 million for 2021, compared to $10.5 million for 2020.2021. Our effective tax rate for 2021 was16.8%, compared to 16.5% for 2020. Our income tax expense for 2020 included a $1.6 million income tax benefit related to the carryback of 2018 net operating losses to past tax years with higher statutory income tax rates than are currently in effect, as allowed under the Coronavirus Aid, Relief and Economic Security Act that was enacted in March 2020..

Net (Loss) Income and (Loss) Earnings Per Share

Our net loss for 2022 was $2.0 million, or $.06 per share of Class A common stock and $.07 per share of Class B common stock, compared to net income for 2021 wasof $25.3 million, or $0.83 per share of Class A common stock on a diluted basis and $0.74 per share of Class B common stock, compared to net income for 2020 of $52.8 million, or $1.83 per share of Class A common stock on a diluted basis and $1.65 per share of Class B common stock. We had 25.827.1 million and 24.625.8 million Class A shares outstanding at December 31, 20212022 and 2020, respectively.  We had 5.6 million Class B shares outstanding for both periods. There are no outstanding securities that dilute our shares of Class B common stock.

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Book Value Per Share

Our stockholders’ equity increased by $13.3 million during 2021, as a result of our net income, offset somewhat by a reduction of net unrealized gains within our available-for-sale fixed maturity investments. Our book value per share decreased to $16.95 at December 31, 2021, compared to $17.13 a year earlier, primarily as a result of an increase in the number of Class A shares outstanding during the year.

YEAR ENDED DECEMBER 31, 2020 COMPARED TO YEAR ENDED DECEMBER 31, 2019

Net Premiums Earned

Our insurance subsidiaries’ net premiums earned decreased to $742.0 million for 2020, a decrease of $14.1 million, or 1.9%, compared to 2019, primarily reflecting decreases in personal lines premiums written during 2019 and 2020. Our insurance subsidiaries earn premiums and recognize them as income over the terms of the policies they issue. Such terms are generally one year or less in duration. Therefore, increases or decreases in net premiums earned generally reflect increases or decreases in net premiums written in the preceding twelve-month period compared to the same period one year earlier.

Net Premiums Written

Our insurance subsidiaries’ 2020 net premiums written decreased 1.4% to $742.1 million, compared to $752.6 million for 2019. We attribute the decrease primarily to net attrition in our personal lines segment that resulted from increased pricing on renewal policies and underwriting measures our insurance subsidiaries implemented to slow new policy growth and improve profitability, offset somewhat by the impact of premium rate increases and an increase in the writing of new accounts in commercial lines of business. Commercial lines net premiums written increased $21.1 million, or 5.2%, for 2020 compared to 2019. Personal lines net premiums written decreased $31.6 million, or 9.1%, for 2020 compared to 2019.

Investment Income

For 2020, our net investment income was unchanged at $29.5 million, as an increase in average invested assets offset a modest decrease in the average investment yield.

Net Investment Gains

Our net investment gains for 2020 and 2019 were $2.8 million and $22.0 million, respectively. The net investment gains for 2020 were primarily related to an increase in unrealized gains within our equity securities portfolio. The net investment gains for 2019 included $12.7 million from the sale of DFSC and $8.9 million related to unrealized gains within our equity securities portfolio. We did not recognize any impairment losses during 2020 or 2019.

Losses and Loss Expenses

Our insurance subsidiaries’ loss ratio, which is the ratio of incurred losses and loss expenses to premiums earned, was 62.0% for 2020, compared to 67.0% for 2019. Our insurance subsidiaries’ commercial lines loss ratio increased to 63.9% for 2020, compared to 63.0% for 2019. This increase resulted primarily from the workers’ compensation loss ratio increasing to 51.1% for 2020, compared to 44.6% for 2019, and the commercial multi-peril loss ratio increasing to 65.9% for 2020, compared to 63.1% for 2019. The personal lines loss ratio decreased to 59.5% for 2020, compared to 71.1% for 2019. The personal automobile loss ratio decreased to 60.1% for 2020, compared to 76.1% for 2019, primarily as a result of lower claim frequency due to reduced driving activity and traffic density and various underwriting adjustments our insurance subsidiaries implemented in recent years. The homeowners loss ratio decreased to 61.8% for 2020, compared to 67.1% for 2019, primarily as a result of decreased weather-related losses that we attribute to our exit from several weather-prone markets in 2019. Our insurance subsidiaries experienced favorable loss reserve development of approximately $12.9 million, or 1.7 percentage points of the loss ratio,  during 2020 in their reserves for prior accident years, compared to favorable loss reserve development of approximately $12.9 million, or 1.7 percentage points of the loss ratio, during 2019. The favorable loss reserve development in 2020 resulted primarily from lower-than-expected severity in the workers’ compensation and personal automobile lines of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2020. Weather-related losses of $51.4 million, or 6.9 percentage points of the loss ratio, for 2020 increased from $46.1 million, or 6.1 percentage points of the loss ratio, for 2019, with the increase primarily impacting the commercial multi-peril line of business.

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Underwriting Expenses

Our insurance subsidiaries’ expense ratio, which is the ratio of policy acquisition and other underwriting expenses to premiums earned, was 33.0% for 2020, compared to 31.3% for 2019. We attribute the modest increase to higher commercial growth incentive costs for our agents, higher underwriting-based incentive compensation for our agents and employees and higher technology-related expenses for 2020 compared to 2019. The increase in technology systems-related expenses for 2020 was primarily due to an increased allocation of costs from Donegal Mutual to our insurance subsidiaries following the successful implementation of the first phase of our ongoing systems modernization project in February 2020.

Policyholder Dividends

Our insurance subsidiaries pay policyholder dividends primarily on workers' compensation policies on a sliding scale based on the profitability of a given policy.  We attribute the decrease in dividends incurred for 2020 compared to 2019 to a modest decline in the profitability of the workers' compensation line of business over the respective periods to which the dividends applied.

Combined Ratio

Our insurance subsidiaries’ combined ratio was 96.0% and 99.5% for 2020 and 2019, respectively. The combined ratio represents the sum of the loss ratio, the expense ratio and the dividend ratio, which is the ratio of workers’ compensation policy dividends incurred to premiums earned. We attribute the decrease in our combined ratio primarily to the decrease in our loss ratio.

Interest Expense

Our interest expense for 2020 decreased to $1.2 million, compared to $1.6 million for 2019. We attribute the decrease to lower interest rates on our borrowings under our lines of credit during 2020 compared to 2019.

Income Taxes

Our income tax expense was $10.5 million for 2020, compared to $9.9 million for 2019. Our effective tax rate for 2020 was 16.5%, compared to 17.4% for 2019. Our income tax expense for 2020 included a $1.6 million income tax benefit related to the carryback of 2018 net operating losses to past tax years with higher statutory income tax rates than are currently in effect, as allowed under the Coronavirus Aid, Relief and Economic Security Act that was enacted in March 2020. Our income tax expense for 2019 included Pennsylvania state income taxes of $825,000 that were related to the gain we realized on the sale of DFSC.

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Net Income and Earnings Per Share

Our net income for 2020 was $52.8 million, or $1.83 per share of Class A common stock on a diluted basis and $1.65 per share of Class B common stock, compared to net income for 2019 of $47.2 million, or $1.67 per share of Class A common stock on a diluted basis and $1.51 per share of Class B common stock. We had 24.6 million and 23.2 million Class A shares outstanding at December 31, 2020 and 2019, respectively.  We had 5.6 million Class B shares outstanding for both periods. There are no outstanding securities that dilute our shares of Class B common stock.

Book Value Per Share

Our stockholders’ equity increaseddecreased by $66.8$47.4 million during 2020 as a result2022, primarily due to $45.4 million of our net income and netafter-tax unrealized gainslosses within our available-for-sale fixed maturity investments. Ourfixed-maturity portfolio, resulting in a decrease in our book value per share increased to $17.13$14.79 at December 31, 2020,2022, compared to $15.67$16.95 a year earlier.

Financial Condition

Liquidity and Capital Resources

Liquidity is a measure of an entity’s ability to secure enough cash to meet its contractual obligations and operating needs as they arise. Our major sources of funds from operations are the net cash flows generated from our insurance subsidiaries’ underwriting results, investment income and maturing investments.

We have historically generated sufficient net positive cash flow from our operations to fund our commitments and build our investment portfolio, thereby increasing future investment returns. The pooling agreement with Donegal Mutual historically has been cash flow positive because of the profitability of the underwriting pool. Because we settle the pool monthly, our cash flows are substantially similar to the cash flows that would result from the underwriting of direct business. We maintain a high degree of liquidity in our investment portfolio in the form of marketable fixed maturities, equity securities and short-term investments. We structure our fixed-maturity investment portfolio following a “laddering” approach so that projected cash flows from investment income and principal maturities are evenly distributed from a timing perspective. This laddering approach provides an additional measure of liquidity to meet our obligations and the obligations of our insurance subsidiaries should an unexpected variation occur in the future. Net cash flows provided by operating activities in 2023, 2022 and 2021 2020 and 2019 were $76.7$28.6 million, $101.1$67.1 million and $76.4$76.7 million, respectively. The decrease in net cash flows provided by operating activities for 2023 was primarily related to higher cash outflows for claim payments compared to 2022 and 2021.

At December 31, 2021,2023, we had no outstanding borrowings under our line of credit with M&T and had the ability to borrow up to $20.0 million at interest rates equal to the then-current LIBORTerm SOFR rate plus 2.00%2.11%. At December 31, 2021,2023, Atlantic States had a $35.0 million in outstanding advancesadvance with the FHLB of Pittsburgh that carrycarries a fixed interest rate of 1.74%. and is due in August 2024. In March 2020, Atlantic States issued $50.0 million of debt to the FHLB of Pittsburgh in exchange for a cash advance in the same amount for contingent liquidity funding in light of uncertainty surrounding the economic impact of the COVID-19 pandemic. Atlantic States repaid this advance when it became due in March 2021. In September 2021, upon receipt of approval from the Michigan Department of Insurance and Financial Services, MICO repaid in full the $5.0 million surplus note held previously by Donegal Mutual, along with accrued interest of $178,082. We discuss in Note 9 – Borrowings our estimate of the timing of the amounts payable for the borrowings under our lines of credit based on their contractual maturities.

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We estimate the timing of claim payments associated with the liabilities for losses and loss expenses of our insurance subsidiaries based on historical experience and expectations of future payment patterns. Amounts Atlantic States assumes pursuant to the pooling agreement with Donegal Mutual represent a substantial portion of our insurance subsidiaries’ gross liabilities for losses and loss expenses, and amounts Atlantic States cedes pursuant to the pooling agreement represent a substantial portion of our insurance subsidiaries’ reinsurance recoverable on unpaid losses and loss expenses. We include cash settlement of Atlantic States’ assumed liabilities from the pool in monthly settlements of pooled activity, as we net amounts ceded to and assumed from the pool. Although Donegal Mutual and we do not anticipate any changes in the pool participation levels in the foreseeable future, any such change would be prospective in nature and therefore would not impact the timing of expected payments by Atlantic States for its percentage share of pooled losses occurring in periods prior to the effective date of such change.

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The cash dividends we declared to our stockholders totaled $19.6$22.2 million, $17.3$20.9 million and $16.2$19.6 million in 2021, 20202023, 2022 and 2019,2021, respectively. There are no regulatory restrictions on our payment of dividends to our stockholders, although there are restrictions under applicable state laws on the payment of dividends from our insurance subsidiaries to us. Our insurance subsidiaries are required by law to maintain certain minimum surplus on a statutory basis and are subject to regulations under which their payment of dividends from statutory surplus is restricted and may require prior approval of their domiciliary insurance regulatory authorities. Our insurance subsidiaries are also subject to risk-based capital (“RBC”) requirements. The amount of statutory capital and surplus necessary for our insurance subsidiaries to satisfy regulatory requirements, including the RBC requirements, was not significant in relation to our insurance subsidiaries’ statutory capital and surplus at December 31, 2021.2023. Amounts available for distribution to us as dividends from our insurance subsidiaries without prior approval of insurance regulatory authorities in 20222024 are approximately $27.9$27.4 million from Atlantic States, $6.9$7.2 million from Southern, $4.8MICO and $5.0 million from Peninsula, and $7.7 million from MICO, or a total of approximately $47.3$39.6 million.

Investments

At December 31, 20212023 and 2020,2022, our investment portfolio of primarily investment-grade bonds, common stock, short-term investments and cash totaled $1.3 billion, representing 59.2%58.6% and 61.3%58.2%, respectively, of our total assets. See “Business - Investments” for more information.

 December 31, 
 December 31,  2023  2022 
 2021  2020     Percent of     Percent of 
(dollars in thousands) Amount  
Percent of
Total
  Amount  
Percent of
Total
  Amount  Total  Amount  Total 
Fixed maturities:                        
Total held to maturity $668,105  52.3% $586,609  48.0% $679,497  51.2% $688,439  52.8%
Total available for sale  532,629   41.7   555,136   45.5   589,348   44.4   523,792   40.1 
Total fixed maturities 1,200,734  94.0  1,141,745  93.5  1,268,845  95.6  1,212,231  92.9 
Equity securities 63,420  5.0  58,556  4.8  25,903  2.0  35,105  2.7 
Short-term investments  12,692   1.0   20,901   1.7   32,306   2.4   57,321   4.4 
Total investments $1,276,846   100.0% $1,221,202   100.0% $1,327,054   100.0% $1,304,657   100.0%

The carrying value of our fixed maturity investments represented 94.0%95.6% and 93.5%92.9% of our total invested assets at December 31, 20212023 and 2020,2022, respectively.

Our fixed maturity investments consisted of high-quality marketable bonds, of which 100.0% and 99.8%95.2% were rated at investment-grade levels at December 31, 20212023 and 2020,2022, respectively.

At December 31, 2021,2023, the net unrealized gainloss on our available-for-sale fixed maturity investments, net of deferred taxes, amounted to $7.4$31.9 million, compared to a net unrealized gainloss of $15.9$38.0 million at December 31, 2020.2022.

Impact of Inflation

Our insurance subsidiaries establish their property and casualty insurance premium rates before they know the amount of losses and loss settlement expenses or the extent to which inflation may impact such expenses. Consequently, our insurance subsidiaries attempt, in establishing rates, to anticipate the potential future impact of inflation. Our insurance subsidiaries account for inflation in the reserving function through analysis of costs and trends and reviews of historical reserving results.

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Impact of Changing Climate Conditions

Insured losses from severe weather events could significantly impact the underwriting results of our insurance subsidiaries. Losses from catastrophic events are a function of both the extent of our insurance subsidiaries’ exposures, the frequency and severity of the events themselves and the level of reinsurance coverage our insurance subsidiaries purchase. The increased frequency and severity of weather-related catastrophes and other losses, such as from wildfires and flooding, incurred by the industry in recent years may be indicative of changing weather patterns due to climate change. Should those patterns continue to emerge, increased weather-related catastrophes in the states in which our insurance subsidiaries operate would lead to higher overall losses that they may be unable to offset through pricing actions.

Our insurance subsidiaries seek to reduce their exposure to catastrophe losses through their underwriting strategies and their purchase of catastrophe reinsurance. While the emerging science regarding climate change and its connection to extreme weather events continues to be studied, climate change, to the extent it produces rising temperatures and changes in weather patterns, could affect the frequency and severity of weather events and other losses and thus impact the affordability and availability of catastrophe reinsurance coverage for our insurance subsidiaries. Our insurance subsidiaries’ ability to appropriately manage catastrophe risk depends partially on catastrophe models, which rely on historical data that might not be representative of the frequency and severity of future events. Such models might also be unable to anticipate the uncertain impact of changing climate conditions that tend to occur gradually over time. Because the policies of our insurance subsidiaries renew not less frequently than annually, our insurance subsidiaries have the ability to respond to the impact of changing climate conditions through adjustments to their underwriting standards, pricing, and policy terms and conditions, subject to applicable regulatory approvals.

Changing climate conditions could lead to new or revised regulations with which our insurance subsidiaries would have to comply. Such regulations could impact the ability of our insurance subsidiaries to manage their exposures in areas impacted by increased weather activity, require our insurance companies to alter the terms and conditions of their policies or impact the ability of our insurance subsidiaries to obtain sufficient pricing increases to offset higher loss activity.

Impact of New Accounting Standards

In September 2016, the FASB issued guidance that amendsamended previous guidance on the impairment of financial instruments by adding an impairment model that requires an entity to recognize expected credit losses as an allowance rather than impairments as credit losses are incurred. The intent of this guidance is to reduce complexity and result in a more timely recognition of expected credit losses. In November 2019, the FASB issued guidance that delaysdelayed the effective date for “smaller reporting companies,” as defined in Item 10(f)(1) of Regulation S-K, to annual and interim reporting periods beginning after December 15, 2022 from December 15, 2019. We arewere a smaller reporting company and are inat the process of evaluating the impact of the adoption oftime this guidance onwas issued, and our financial position, results of operations and cash flows.

In December 2019, the FASB issued guidance that simplifies accounting for income taxes. The guidance eliminates certain exceptions related to the approach for intra-period tax allocation, the methodology for calculating income taxes in an interim period and the recognition of deferred tax liabilities for outside basis differences. The guidance was effective January 1, 2021, using the retrospective method or modified retrospective method for certain changes and the prospective method for all other changes, and permits early adoption. Our adoption of this guidance on January 1, 20212023 resulted in an after-tax decrease in retained earnings of $1.9 million. The adoption of this guidance did not have a significant impact on our financial position, results of operations or cash flows.

Off-Balance Sheet Arrangements

As of December 31, 20212023 and 2020,2022, we did not have any off-balance sheet arrangements as defined in Item 303(a)(4)(ii) of Regulation S-K.

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

We are exposed to the impact of interest rate changes, to changes in fair values of investments and to credit risk.

In the normal course of business, we employ established policies and procedures to manage our exposure to changes in interest rates, fluctuations in the fair market value of our debt and equity securities and credit risk. We seek to mitigate these risks by various actions we describe below.

Interest Rate Risk

Our exposure to market risk for a change in interest rates is concentrated in our investment portfolio. We monitor this exposure through periodic reviews of our asset and liability positions. We regularly monitor estimates of cash flows and the impact of interest rate fluctuations relating to our investment portfolio. Generally, we do not hedge our exposure to interest rate risk because we have the capacity to, and do, hold fixed-maturity investments to maturity.

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Principal cash flows and related weighted-average interest rates by stated maturity dates for the financial instruments we held at December 31, 20212023 that are sensitive to interest rates are as follows:
 
(in thousands) 
Principal
Cash Flows
  
Weighted-
Average
Interest Rate
  
Principal
Cash Flows
  
Weighted-Average
Interest Rate
 
Fixed-maturity and short-term investments:            
2022 $62,545  2.56%
2023 42,283  3.23 
2024 49,683  4.11  $87,195  4.39%
2025 54,054  3.86  62,973  4.25 
2026 64,492  3.52  70,764  3.99 
2027 72,905  3.81 
2028 81,134  4.11 
Thereafter  920,020  3.01   973,216  3.21 
Total $1,193,077     $1,348,187    
Fair value $1,242,722     $1,258,196    
Debt:            
2024 $35,000  1.74% $35,000  1.74%
Total $35,000     $35,000    
Fair value $35,000     $35,000    

Actual cash flows from investments may differ from those depicted above as a result of calls and prepayments.

Equity Price Risk

Our portfolio of equity securities, which we carry on our consolidated balance sheets at estimated fair value, has exposure to price risk, which is the risk of potential loss in estimated fair value resulting from an adverse change in prices. Our objective is to mitigate this risk and to earn competitive relative returns by investing in a diverse portfolio of high-quality, liquid securities.

Credit Risk

Our objective is to earn competitive returns by investing in a diversified portfolio of securities. Our portfolio of fixed maturity securities and, to a lesser extent, short-term investments is subject to credit risk. We define this risk as the potential loss in fair value resulting from adverse changes in the borrower’s ability to repay the debt. We manage this risk by performing an analysis of prospective investments and through regular reviews of our portfolio by our investment personnel. We also limit the amount of our total investment portfolio that we invest in any one security.

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Our insurance subsidiaries provide property and liability insurance coverages through independent insurance agencies located throughout their operating areas. Our insurance subsidiaries bill the majority of this business directly to the insured, although our insurance subsidiaries bill a portion of their commercial business through their agents, to whom they extend credit in the normal course of business.

Because the pooling agreement does not relieve Atlantic States of primary liability as the originating insurer, Atlantic States is subject to a concentration of credit risk arising from the business Atlantic States cedes to Donegal Mutual. Our insurance subsidiaries maintain reinsurance agreements with Donegal Mutual and with a number of other major unaffiliated authorized reinsurers. To the extent that a reinsurer cannot pay losses for which it is liable under the terms of a reinsurance agreement with one or more of our insurance subsidiaries, our insurance subsidiaries retain continued liability for such losses.

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Item 8.     Financial
Item 8.Financial Statements and Supplementary Data.
Statements and Supplementary Data.

Index to Consolidated Financial Statements and Schedule 
  
64
 65
  
6566
 
6667
  
6768
  
6869
  
106
  
Schedule:
 
  
115116

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Donegal Group Inc.
Consolidated Balance Sheets
 
 December 31, 
 December 31,  2023
  2022
 
 2021
  2020
       
Assets            
Investments            
Fixed maturities            
Held to maturity, at amortized cost (fair value $697,400,964 and $632,640,821)
 $668,104,568  $586,609,439 
Available for sale, at fair value (amortized cost $523,293,046 and $534,958,100)
  532,629,015   555,136,017 
Held to maturity, at amortized cost (fair value $611,526,338 and $598,044,681 ; net of allowance for expected credit losses of $1,325,847 and $0)
 $679,497,038  $688,439,360 
Available for sale, at fair value (amortized cost $629,727,513 and $571,912,727)
  589,348,243   523,791,931 
Equity securities, at fair value  63,419,973   58,556,173   25,902,956   35,104,840 
Short-term investments, at cost, which approximates fair value  12,692,341   20,900,155   32,305,408   57,321,111 
Total investments  1,276,845,897   1,221,201,784   1,327,053,645   1,304,657,242 
Cash  57,709,375   103,094,236   23,792,273   25,123,332 
Accrued investment income  8,214,971   7,936,879   9,945,714   8,861,292 
Premiums receivable  168,862,580   169,596,332   179,591,821   173,846,294 
Reinsurance receivable  455,411,009   408,908,850 
Reinsurance receivable (net of allowance for expected credit losses of $1,394,074 and $0)
  441,431,334   456,522,223 
Deferred policy acquisition costs  68,028,373   59,156,958   75,043,404   73,170,230 
Deferred tax asset, net  6,685,619   5,683,113   19,532,525   21,603,017 
Prepaid reinsurance premiums  176,935,842   169,418,333   168,724,465   160,591,399 
Property and equipment, net  2,956,930   4,390,377   2,633,405   2,755,105 
Accounts receivable - securities  2,252   67,676   1,501,079   1,842 
Federal income taxes recoverable  5,290,938   3,089,369   8,102,321   8,510,897 
Receivable from Michigan Catastrophic Claims Association  18,112,800   0 
Due from affiliate  1,922,717   0   1,907,527    
Goodwill  5,625,354   5,625,354   5,625,354   5,625,354 
Other intangible assets  958,010   958,010   958,010   958,010 
Other  1,612,732   1,393,053   451,011   1,123,098 
Total assets $2,255,175,399  $2,160,520,324  $2,266,293,888  $2,243,349,335 
                
Liabilities and Stockholders’ Equity                
Liabilities                
Losses and loss expenses $1,077,620,301  $962,007,437  $1,126,156,838  $1,121,045,758 
Unearned premiums  572,958,422   537,189,598   599,411,468   577,653,130 
Accrued expenses  4,028,659   29,115,198   3,946,974   4,226,390 
Reinsurance balances payable  3,946,105   3,233,523   8,758,976   3,495,824 
Borrowings under lines of credit  35,000,000   85,000,000   35,000,000   35,000,000 
Cash dividends declared to stockholders  4,915,268   4,436,301   5,569,992   5,296,990 
Cash refunds due to Michigan policyholders  18,112,800   0 
Subordinated debentures  0   5,000,000 
Due to affiliate  0   10,293,495      5,173,289 
Other  7,557,757   6,470,652   7,704,286   7,864,942 
Total liabilities  1,724,139,312   1,642,746,204   1,786,548,534   1,759,756,323 
Stockholders’ Equity                
Preferred stock, $0.01 par value, authorized 2,000,000 shares; NaN issued
  0   0 
Class A common stock, $0.01 par value, authorized 50,000,000 shares, issued 28,756,203 and 27,651,774 shares and outstanding 25,753,615 and 24,649,186 shares
  287,562   276,518 
Preferred stock, $0.01 par value, authorized 2,000,000 shares; none issued
      
Class A common stock, $0.01 par value, authorized 50,000,000 shares, issued 30,764,555 and 30,120,263 shares and outstanding 27,761,967 and 27,117,675 shares
  307,646   301,203 
Class B common stock, $0.01 par value, authorized 10,000,000 shares, issued 5,649,240 shares and outstanding 5,576,775 shares
  56,492   56,492   56,492   56,492 
Additional paid-in capital  304,889,481   289,149,567   335,694,478   325,601,647 
Accumulated other comprehensive income  3,283,551   11,130,612 
Accumulated other comprehensive loss  (32,881,822)  (41,703,747)
Retained earnings  263,745,358   258,387,288   217,794,917   240,563,774 
Treasury stock, at cost  (41,226,357)  (41,226,357)  (41,226,357)  (41,226,357)
Total stockholders’ equity  531,036,087   517,774,120   479,745,354   483,593,012 
Total liabilities and stockholders’ equity $2,255,175,399  $2,160,520,324  $2,266,293,888  $2,243,349,335 
 
See accompanying notes to consolidated financial statements.

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Donegal Group Inc.
Consolidated Statements of Income (Loss) and Comprehensive Income (Loss)
 
  Years Ended December 31, 
  2021
  2020
  2019
 
Statements of Income         
Revenues         
Net premiums earned (includes affiliated reinsurance of $212,591,341,  $192,861,276 and $204,708,630 - see note 3)
 $776,015,201  $742,040,339  $756,078,400 
Investment income, net of investment expenses  31,125,631   29,504,466   29,514,955 
Installment payment fees  2,416,873   3,063,097   4,134,749 
Lease income  430,800   434,089   443,750 
Net investment gains (includes $382,602, $572,106 and  $147,236 accumulated other comprehensive income reclassification)
  6,477,286   2,777,919   21,984,617 
Equity in earnings of Donegal Financial Services Corporation  0   0   295,000 
Total revenues  816,465,791   777,819,910   812,451,471 
Expenses            
Net losses and loss expenses (includes affiliated reinsurance of $131,367,599, $87,374,791 and $103,218,679 - see note 3)
  520,709,542   459,764,293   506,387,664 
Amortization of deferred policy acquisition costs  128,733,000   119,072,000   122,443,000 
Other underwriting expenses  129,367,893   125,862,651   114,561,741 
Policyholder dividends  5,198,515   7,394,310   8,978,406 
Interest  895,605   1,196,406   1,579,299 
Other, net  1,222,728   1,257,747   1,420,331 
Total expenses  786,127,283   714,547,407   755,370,441 
Income before income tax expense  30,338,508   63,272,503   57,081,030 
Income tax expense (includes $80,346, $120,142 and $30,920 income tax expense from reclassification items)
  5,084,334   10,457,251   9,929,286 
Net income $25,254,174  $52,815,252  $47,151,744 
Basic earnings per common share:            
Class A common stock $0.83  $1.84  $1.68 
Class B common stock $0.74  $1.65  $1.51 
Diluted earnings per common share:            
Class A common stock $0.83  $1.83  $1.67 
Class B common stock $0.74  $1.65  $1.51 
Statements of Comprehensive Income            
Net income $25,254,174  $52,815,252  $47,151,744 
Other comprehensive (loss) income,  net of tax            
Unrealized (loss) gain on securities:            
Unrealized holding (loss) gain arising during the period, net of income tax (benefit) expense of ($2,008,078), $2,944,892 and $3,947,082
  (7,544,805)  11,078,406   14,848,545 
Reclassification adjustment for gains included in net income, net of income tax expense of $80,346, $120,142 and $30,920
  (302,256)  (451,964)  (116,316)
Other comprehensive (loss) income  (7,847,061)  10,626,442   14,732,229 
Comprehensive income $17,407,113  $63,441,694  $61,883,973 
  Years Ended December 31, 
  2023
  2022
  2021
 
Statements of  Income (Loss)         
Revenues         
Net premiums earned (includes affiliated reinsurance of $237,903,029,  $232,105,306 and $212,591,341 - see note 3)
 $882,071,386  $822,489,450  $776,015,201 
Investment income, net of investment expenses  40,853,215   34,016,112   31,125,631 
Installment payment fees  894,137   1,516,330   2,416,873 
Lease income  346,439   383,451   430,800 
Net investment gains (losses) (includes ($2,242,190), ($979,972) and  $382,602 accumulated other comprehensive income reclassification)
  3,172,807   (10,184,797)  6,477,286 
Total revenues  927,337,984   848,220,546   816,465,791 
Expenses            
Net losses and loss expenses (includes affiliated reinsurance of $150,198,479, $177,849,040 and $131,367,599 - see note 3)
  609,177,699   564,078,993   520,709,542 
Amortization of deferred policy acquisition costs  154,214,000   142,430,000   128,733,000 
Other underwriting expenses  151,747,579   137,923,739   129,367,893 
Policyholder dividends  5,313,430   5,560,407   5,198,515 
Interest  619,813   620,558   895,605 
Other, net  1,201,987   1,244,948   1,222,728 
Total expenses  922,274,508   851,858,645   786,127,283 
Income (loss) before income tax expense (benefit)  5,063,476   (3,638,099)  30,338,508 
Income tax expense (benefit) (includes ($470,860), ($205,794) and $80,346 income tax (benefit) expense from reclassification items)
  637,972   (1,678,694)  5,084,334 
Net income (loss) $4,425,504  $(1,959,405) $25,254,174 
Basic earnings (loss) per common share:            
Class A common stock $0.14  $(0.06) $0.83 
Class B common stock $0.11  $(0.07) $0.74 
Diluted earnings (loss) per common share:            
Class A common stock $0.14  $(0.06) $0.83 
Class B common stock $0.11  $(0.07) $0.74 
Statements of Comprehensive Income (Loss)            
Net income (loss) $4,425,504  $(1,959,405) $25,254,174 
Other comprehensive income (loss), net of tax            
Unrealized gain (loss) on securities:            
Unrealized holding gain (loss) arising during the period, net of income tax expense (benefit) of $1,285,390, ($12,164,443) and ($2,008,078)
  4,246,693   (45,761,476)  (7,544,805)
Reclassification adjustment for losses (gains) included in net income (loss), net of income tax (benefit) expense of ($470,860), ($205,794) and $80,346
  1,771,330   774,178   (302,256)
Other comprehensive income (loss)
  6,018,023   (44,987,298)  (7,847,061)
Comprehensive income (loss)
 $10,443,527  $(46,946,703) $17,407,113 

See accompanying notes to consolidated financial statements.

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Donegal Group Inc.
Consolidated Statements of Stockholders’ Equity

 Common Stock  
              Common Stock  
             
 Class A Shares  Class B Shares  Class A Amount  Class B Amount  Additional Paid-In Capital  Accumulated Other Comprehensive (Loss) Income  Retained Earnings  Treasury Stock  Total Stockholders’ Equity  Class A Shares  Class B Shares  Class A Amount  Class B Amount  Additional Paid-In Capital  Accumulated Other Comprehensive Income (Loss)  Retained Earnings  Treasury Stock  Total Stockholders’ Equity 
Balance, January 1, 2019
  25,819,341   5,649,240  $258,194  $56,492  $261,258,423  $(14,228,059) $192,751,208  $(41,226,357) $398,869,901 
Issuance of common stock (stock compensation plans)  167,096       1,671       2,225,527               2,227,198 
Stock-based compensation  217,498       2,175       4,251,665               4,253,840 
Net income                          47,151,744       47,151,744 
Cash dividends                          (16,219,393)      (16,219,393)
Grant of stock options                  415,986       (415,986)      0 
Other comprehensive income                      14,732,229           14,732,229 
Balance, December 31, 2019
  26,203,935   5,649,240  $262,040  $56,492  $268,151,601  $504,170  $223,267,573  $(41,226,357) $451,015,519 
Issuance of common stock (stock compensation plans)  153,233       1,532       2,057,504               2,059,036 
Stock-based compensation  1,294,606       12,946       18,582,085               18,595,031 
Net income                          52,815,252       52,815,252 
Cash dividends                          (17,337,160)      (17,337,160)
Grant of stock options                  358,377       (358,377)      0 
Other comprehensive income                      10,626,442           10,626,442 
Balance, December 31, 2020
  27,651,774   5,649,240  $276,518  $56,492  $289,149,567  $11,130,612  $258,387,288  $(41,226,357) $517,774,120 
Balance, January 1, 2021
  27,651,774   5,649,240  $276,518  $56,492  $289,149,567  $11,130,612  $258,387,288  $(41,226,357) $517,774,120 
Issuance of common stock (stock compensation plans)  157,783       1,578       2,161,142               2,162,720   157,783       1,578       2,161,142               2,162,720 
Stock-based compensation  946,646       9,466       13,260,855               13,270,321   946,646       9,466       13,260,855               13,270,321 
Net income                          25,254,174       25,254,174                           25,254,174       25,254,174 
Cash dividends                          (19,578,187)      (19,578,187)                          (19,578,187)      (19,578,187)
Grant of stock options                  317,917       (317,917)      0                   317,917       (317,917)       
Other comprehensive loss                      (7,847,061)          (7,847,061)                      (7,847,061)          (7,847,061)
Balance, December 31, 2021
  28,756,203   5,649,240  $287,562  $56,492  $304,889,481  $3,283,551  $263,745,358  $(41,226,357) $531,036,087   28,756,203   5,649,240  $287,562  $56,492  $304,889,481  $3,283,551  $263,745,358  $(41,226,357) $531,036,087 
Issuance of common stock (stock compensation plans)  161,254       1,613       2,122,277               2,123,890 
Stock-based compensation  1,202,806       12,028       18,252,148               18,264,176 
Net loss
                          (1,959,405)      (1,959,405)
Cash dividends                          (20,884,438)      (20,884,438)
Grant of stock options                  337,741       (337,741)       
Other comprehensive loss
                      (44,987,298)          (44,987,298)
Balance, December 31, 2022
  30,120,263   5,649,240  $301,203  $56,492  $325,601,647  $(41,703,747) $240,563,774  $(41,226,357) $483,593,012 
Issuance of common stock (stock compensation plans)  150,426       1,504       2,081,186               2,082,690 
Stock-based compensation  493,866       4,939       7,683,782               7,688,721 
Net income
                          4,425,504       4,425,504 
Cash dividends                          (22,166,694)      (22,166,694)
Grant of stock options                  327,863       (327,863)       
Cumulative effect of adoption of updated guidance for credit losses at January 1, 2023
                          (1,895,902)      (1,895,902)
Reclassification of held-to-maturity transfer
                      2,803,902   (2,803,902)       
Other comprehensive income
                      6,018,023           6,018,023 
Balance, December 31, 2023
  30,764,555   5,649,240  $307,646  $56,492  $335,694,478  $(32,881,822) $217,794,917  $(41,226,357) $479,745,354 
 
See accompanying notes to consolidated financial statements.
 
-66--67-

Donegal Group Inc.
Consolidated Statements of Cash Flows
 
 Years Ended December 31,  Years Ended December 31, 
 2021
  2020
  2019
  2023
  2022
  2021
 
Cash Flows from Operating Activities:                  
Net income $25,254,174  $52,815,252  $47,151,744 
Adjustments to reconcile net income to net cash provided by operating activities:            
Net income (loss) $4,425,504  $(1,959,405) $25,254,174 
Adjustments to reconcile net income (loss) to net cash provided by operating activities:            
Depreciation, amortization and other non-cash items  5,837,809   6,721,621   5,573,074   4,326,446   4,841,559   5,837,809 
Net investment gains  (6,477,286)  (2,777,919)  (21,984,617)
Equity in earnings of Donegal Financial Services Corporation  0   0   (295,000)
Net investment (gains) losses  (3,172,807)  10,184,797   (6,477,286)
Changes in Assets and Liabilities:                        
Losses and loss expenses  115,612,864   92,333,588   55,008,625   5,111,080   43,425,457   115,612,864 
Unearned premiums  35,768,824   27,042,113   3,618,879   21,758,338   4,694,708   35,768,824 
Accrued expenses  (25,086,539)  661,454   3,011,598   (279,416)  197,731   (25,086,539)
Premiums receivable  733,752   (3,863,383)  (9,030,699)  (5,745,527)  (4,983,714)  733,752 
Deferred policy acquisition costs  (8,871,415)  127,901   1,330,268   (1,873,174)  (5,141,857)  (8,871,415)
Deferred income taxes  1,095,306   6,448   649,928   229,397   (2,958,735)  1,095,306 
Reinsurance receivable  (46,502,159)  (41,887,382)  (23,652,403)  13,959,053   (1,111,214)  (46,502,159)
Accrued investment income  (278,092)  (870,850)  (504,830)  (1,084,422)  (646,321)  (278,092)
Amounts due to affiliate  (12,216,212)  224,324   (805,369)  (7,080,816)  7,096,006   (12,216,212)
Reinsurance balances payable  712,582   1,117,439   (1,766,109)  5,263,152   (450,281)  712,582 
Prepaid reinsurance premiums  (7,517,509)  (26,942,566)  (7,095,990)  (8,133,066)  16,344,443   (7,517,509)
Current income taxes  (2,201,569)  (3,174,200)  19,117,435   408,576   (3,219,959)  (2,201,569)
Other, net  867,438   (399,440)  6,033,243   511,426   796,805   867,438 
Net adjustments  51,477,794   48,319,148   29,208,033   24,198,240   69,069,425   51,477,794 
Net cash provided by operating activities  76,731,968   101,134,400   76,359,777   28,623,744   67,110,020   76,731,968 
Cash Flows from Investing Activities:                        
Purchases of fixed maturities:                        
Held to maturity  (125,630,220)  (157,048,527)  (96,724,391)  (25,226,609)  (74,902,605)  (125,630,220)
Available for sale  (163,593,018)  (176,500,255)  (165,989,508)  (150,423,864)  (151,994,462)  (163,593,018)
Purchases of equity securities  (25,354,790)  (6,964,092)  (20,722,416)  (5,128,994)  (15,862,888)  (25,354,790)
Sales of fixed maturities:                        
Available for sale  6,281,963   22,172,930   19,527,658   28,154,556   24,381,244   6,281,963 
Maturity of fixed maturities:                        
Held to maturity  44,211,076   47,448,424   24,460,749   32,923,991   53,747,886   44,211,076 
Available for sale  165,867,395   172,084,542   119,113,273   58,277,402   75,759,806   165,867,395 
Sales of equity securities  26,585,663   6,091,288   40,465,748   19,745,875   34,973,196   26,585,663 
Net sales (purchases) of property and equipment  1,224,806   (89,702)  (149,603)
Sale of investment in Donegal Financial Services Corporation  0   0   33,922,773 
Net (purchases) sales of property and equipment  (44,701)  28,290   1,224,806 
Net sales (purchases) of short-term investments  8,207,814   (6,869,933)  2,718,538   25,015,703   (44,628,770)  8,207,814 
Net cash used in investing activities  (62,199,311)  (99,675,325)  (43,377,179)  (16,706,641)  (98,498,303)  (62,199,311)
Cash Flows from Financing Activities:                        
Issuance of common stock  14,181,702   19,292,324   4,834,514   8,645,530   19,304,956   14,181,702 
Cash dividends paid  (19,099,220)  (16,976,093)  (16,092,643)  (21,893,692)  (20,502,716)  (19,099,220)
Payments on subordinated debentures  (5,000,000)  0   0         (5,000,000)
Payments on lines of credit  (50,000,000)  0   (25,000,000)        (50,000,000)
Borrowings under lines of credit  0   50,000,000   0 
Net cash (used in) provided by financing activities  (59,917,518)  52,316,231   (36,258,129)
Net (decrease) increase in cash  (45,384,861)  53,775,306   (3,275,531)
Net cash used in financing activities  (13,248,162)  (1,197,760)  (59,917,518)
Net decrease in cash  (1,331,059)  (32,586,043)  (45,384,861)
Cash at beginning of year  103,094,236   49,318,930   52,594,461   25,123,332   57,709,375   103,094,236 
Cash at end of year $57,709,375  $103,094,236  $49,318,930  $23,792,273  $25,123,332  $57,709,375 

See accompanying notes to consolidated financial statements.

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Donegal Group Inc.
Notes to Consolidated Financial Statements
 
1 - Summary of Significant Accounting Policies

Organization and Business


Donegal Mutual Insurance Company (“Donegal Mutual”) organized us as an insurance holding company on August 26, 1986. Our insurance subsidiaries are Atlantic States Insurance Company (“Atlantic States”), SouthernMichigan Insurance Company of Virginia (“Southern”MICO”), the Peninsula Insurance Group (“Peninsula”), which consists of Peninsula Indemnity Company and The Peninsula Insurance Company and Michiganits wholly owned subsidiary Peninsula Indemnity Company, and Southern Insurance Company of Virginia (“MICO”Southern”),. Our insurance subsidiaries and their affiliates write personalcommercial and commercialpersonal lines of property and casualty coverages exclusively through a network of independent insurance agents in certain Mid-Atlantic, Midwestern, New England, Southern and Southwestern states.


At December 31, 20212023, we had 3three segments: our investment function, our commercial lines of insurance and our personal lines of insurance. The commercial lines products of our insurance subsidiaries consist primarily of commercial automobile, commercial multi-peril and workers’ compensation policies. The personal lines products of our insurance subsidiaries consist primarily of homeowners and private passenger automobile policies.


At December 31, 2021,2023, Donegal Mutual held approximately 41%44% of our outstanding Class A common stock and approximately 84% of our outstanding Class B common stock. This ownership provides Donegal Mutual with approximately 70%71% of the total voting power of our common stock. Our insurance subsidiaries and Donegal Mutual have interrelated operations due to a pooling agreement and other intercompany agreements and transactions. While each company maintains its separate corporate existence, our insurance subsidiaries and Donegal Mutual conduct business together as the Donegal Insurance Group. As such, Donegal Mutual and our insurance subsidiaries share the same business philosophy, the same management, the same employees and the same facilities and offer the same types of insurance products.


Atlantic States, our largest subsidiary, participates in a proportional reinsurance agreement or pooling agreement,(the “pooling agreement”) with Donegal Mutual. Under the pooling agreement, Donegal Mutual and Atlantic States contribute substantially all of their respective premiums, losses and loss expenses to the underwriting pool, and the underwriting pool, acting through Donegal Mutual, then allocates 80% of the pooled business to Atlantic States. Thus, Donegal Mutual and Atlantic States share the underwriting results of the pooled business in proportion to their respective participation in the underwriting pool.


In addition, Donegal Mutual has a 100% quota-share reinsurance agreement with Southern Mutual Insurance Company or (“Southern Mutual.Mutual”). Donegal Mutual places its assumed business from Southern Mutual into the underwriting pool.


Donegal Mutual completed the merger of Mountain States Mutual Casualty Company or (“Mountain States,States”) with and into Donegal Mutual effective May 25, 2017. Donegal Mutual was the surviving company in the merger, and Mountain States’ insurance subsidiaries, Mountain States Indemnity Company and Mountain States Commercial Insurance Company (collectively, the “Mountain States insurance subsidiaries”), became insurance subsidiaries of Donegal Mutual upon completion of the merger. Upon completion of the merger, Donegal Mutual assumed all of the policy obligations of Mountain States and began to market its products together with the Mountain States insurance subsidiaries as the Mountain States Insurance Group in 4four Southwestern states. Donegal Mutual also entered into a 100% quota-share reinsurance agreement with the Mountain States insurance subsidiaries on the merger date. Beginning with policies effective in 2021, Donegal Mutual began to place the business of the Mountain States Insurance Group into the underwriting pool. As a result, our consolidated financial results through December 31, 2020 excluded the results of the Mountain States Insurance Group operations in those Southwestern states.

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We and Donegal Mutual sold Donegal Financial Services Corporation (“DFSC”) to Northwest Bancshares, Inc. (“Northwest”) on March 8, 2019, resulting in proceeds valued at approximately $85.8 million in a combination of cash and Northwest common stock. DFSC was a grandfathered unitary savings and loan holding company that owned Union Community Bank, a state savings bank. Immediately prior to the closing of the merger, DFSC paid a dividend of approximately $29.2 million to us and Donegal Mutual. As the owner of 48.2% of DFSC’s common stock, we received a dividend payment from DFSC of approximately $14.1 million and consideration from Northwest that included a combination of cash in the amount of $20.5 million and Northwest common stock with a fair value at the closing date of $20.9 million. We recorded a gain of $12.7 million from the sale of DFSC in our results of operations during 2019. We sold the Northwest common stock that we received as part of the consideration during 2019. This transaction represented the culmination of a banking strategy that began with the formation of DFSC in 2000.


Effective December 1, 2019, our insurance subsidiaries Le Mars Insurance Company (“Le Mars”) and Sheboygan Falls Insurance Company (“Sheboygan Falls”) merged with and into Atlantic States Insurance Company (the “Mergers”).  As a result of the Mergers, the separate corporate existences of Le Mars and Sheboygan Falls ceased and Atlantic States Insurance Company  (“Atlantic States”) continued as the surviving insurance company. Atlantic States placed the business of Le Mars and Sheboygan Falls, as their policies renewed subsequent to the effective date of the Mergers, into the underwriting pool.



The same executive management and underwriting personnel administer products, classes of business underwritten, pricing practices and underwriting standards of Donegal Mutual and our insurance subsidiaries. In addition, as the Donegal Insurance Group, Donegal Mutual and our insurance subsidiaries share a combined business plan to achieve market penetration and underwriting profitability objectives. The products our insurance subsidiaries and Donegal Mutual market are generally complementary, thereby allowing the Donegal Insurance Group to offer a broader range of products to a given market and to expand the Donegal Insurance Group’s ability to service an entire personal lines or commercial lines account. Distinctions within the products of Donegal Mutual and our insurance subsidiaries generally relate to specific risk profiles targeted within similar classes of business, such as preferred tier versus standard tier products, but we do not allocate all of the standard risk gradients to one company. Therefore, the underwriting profitability of the business the individual companies write directly will vary. However, the underwriting pool homogenizes the risk characteristics of all business that Donegal Mutual and Atlantic States write directly.  The business Atlantic States derives from the underwriting pool represents a significant percentage of our total consolidated revenues. We refer to Note 3 - Transactions with Affiliates for more information regarding the pooling agreement.

Basis of Consolidation


Our consolidated financial statements, which we have prepared in accordance with accounting principles generally accepted in the United States of America (“GAAP”), include our accounts and those of our wholly owned subsidiaries. We have eliminated all significant inter-company accounts and transactions in consolidation. The terms “we,” “us,” “our” or the “Company” as we use them in the notes to our consolidated financial statements refer to the consolidated entity.

Use of Estimates


In preparing our consolidated financial statements, our management makes estimates and assumptions that affect the reported amounts of assets and liabilities at the date of the balance sheet and revenues and expenses for the period then ended. Actual results could differ significantly from those estimates.


We make estimates and assumptions that could have a significant effect on amounts and disclosures we report in our consolidated financial statements. The most significant estimates relate to our insurance subsidiaries’ reserves for property and casualty insurance unpaid losses and loss expenses. While we believe our estimates and the estimates of our insurance subsidiaries are appropriate, the ultimate amounts may differ from the estimates provided. We regularly review our methods for making these estimates as well as the continuing appropriateness of the estimated amounts, and we reflect any adjustment we consider necessary in our current results of operations.


Reclassification


We have made certain reclassifications in our prior period financial statements to conform to the current year presentation.

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Investments


We classify our debt securities into the following categories:

Held to Maturity - Debt securities that we have the positive intent and ability to hold to maturity; reported at amortized cost.

Available for Sale - Debt securities not classified as held to maturity; reported at fair value, with unrealized gains and losses excluded from income and reported as a separate component of stockholders’ equity (net of tax effects).


Short-term investments are carried at amortized cost, which approximates fair value.

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We make estimates concerning the valuation of our investments and, as applicable, the recognition of other-than-temporary declines in the value of our investments.  For equity securities, we measure investments at fair value, and we recognize changes in fair value in our results of operations. With respect to aan available-for-sale debt security that is in an unrealized loss position, we first assess if we intend to sell the debt security. If we determine we intend to sell the debt security, we recognize the impairment loss in our results of operations. If we do not intend to sell the debt security, we determine whether it is more likely than not that we will be required to sell the debt security prior to recovery. If we determine it is more likely than not that we will be required to sell the debt security prior to recovery, we recognize anthe impairment loss in our results of operations. If we determine it is more likely than not that we will not be required to sell the debt security prior to recovery, we then evaluate whether a credit loss has occurred.occurred with respect to that security. We determine whether a credit loss has occurred by comparing the amortized cost of the debt security to the present value of the cash flows we expect to collect. If we expect a cash flow shortfall, we consider that a credit loss has occurred. If we determine that a credit loss has occurred, we consider the impairment to be other than temporary.establish an allowance for credit loss. We then recognize the amount of the impairment loss related to the credit lossallowance in our results of operations, and we recognize the remaining portion of the impairment loss in our other comprehensive income, net of applicable taxes. We regularly review the allowance for credit losses and recognize changes in the allowance in our results of operations. In addition, we may write down securities in an unrealized loss position based on a number of other factors, including when the fair value of an investment is significantly below its cost, when the financial condition of the issuer of a security has deteriorated, the occurrence of industry, companyissuer or geographic events that have negatively impacted the value of a security and rating agency downgrades. For held-to-maturity debt securities, we make estimates concerning expected credit losses at an aggregated level rather that monitoring individual debt securities for credit losses. We establish an allowance for expected credit losses based on an ongoing review of securities held, historical loss data, changes in issuer credit standing and other relevant factors. We utilize a probability-of-default methodology, which reflects current and forecasted economic conditions, to estimate the allowance for expected credit losses and recognize changes to the allowance in our results of operations.


We amortize premiums and discounts on debt securities over the life of the security as an adjustment to yield using the effective interest method. We compute investment gains and losses using the specific identification method.


We amortize premiums and discounts for mortgage-backed debt securities using anticipated prepayments.

Fair Values of Financial Instruments


We use the following methods and assumptions in estimating our fair value disclosures:



Investments - We present our investments in available-for-sale fixed maturity and equity securities at estimated fair value. The estimated fair value of a security may differ from the amount that we could realize if we sold the security in a forced transaction. In addition, the valuation of fixed maturity investments is more subjective when markets are less liquid, increasing the potential that the estimated fair value does not reflect the price at which an actual transaction would occur. We utilize nationally recognized independent pricing services to estimate fair values for our fixed maturity and equity investments. We generally obtain two prices per security. The pricing services utilize market quotations for fixed maturity and equity securities that have quoted prices in active markets. For fixed maturity securities that generally do not trade on a daily basis, the pricing services prepare estimates of fair value measurements based predominantly on observable market inputs. The pricing services do not use broker quotes in determining the fair values of our investments. Our investment personnel review the estimates of fair value the pricing services provide to determine if the estimates we obtain are representative of fair values based upon the general knowledge of our investment personnel of the market, their research findings related to unusual fluctuations in value and their comparison of such values to execution prices for similar securities. Our investment personnel monitor the market and are familiar with current trading ranges for similar securities and the pricing of specific investments. Our investment personnel review all pricing estimates that we receive from the pricing services against their expectations with respect to pricing based on fair market curves, security ratings, coupon rates, security type and recent trading activity.  Our investment personnel review documentation with respect to the pricing services’ pricing methodology that they obtain periodically to determine if the primary pricing sources, market inputs and pricing frequency for various security types are reasonable. We refer to Note 5 - Fair Value Measurements for more information regarding our methods and assumptions in estimating fair values.

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Cash and Short-Term Investments - The carrying amounts we report in the balance sheet for these instruments approximate their fair values.


Premiums and Reinsurance Receivables and Payables - The carrying amounts we report in the balance sheet for these instruments related to premiums and paid losses and loss expenses approximate their fair values.


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Subordinated Debentures - The carrying amounts we report in the balance sheet for these instruments approximate their fair values.

Revenue Recognition


Our insurance subsidiaries recognize insurance premiums as income over the terms of the policies they issue. Our insurance subsidiaries calculate unearned premiums on a daily pro-rata basis.

Policy Acquisition Costs


We defer our insurance subsidiaries’ policy acquisition costs, consisting primarily of commissions, premium taxes and certain other underwriting costs, reduced by ceding commissions, related directly to the successful acquisition of new or renewal insurance contracts. We amortize these deferred policy acquisition costs over the period in which our insurance subsidiaries earn the premiums. The method we follow in computing deferred policy acquisition costs limits the amount of such deferred costs to their estimated realizable value, which gives effect to the premium to be earned, related investment income, losses and loss expenses and certain other costs we expect to incur as our insurance subsidiaries earn the premium. Estimates in the calculation of policy acquisition costs have not shown material variability because of uncertainties in applying accounting principles or as a result of sensitivities to changes in key assumptions.

Property and Equipment


We report property and equipment at depreciated cost that we compute using the straight-line method based upon estimated useful lives of the assets.

Losses and Loss Expenses


Liabilities for losses and loss expenses are estimates at a given point in time of the amounts an insurer expects to pay with respect to incurred policyholder claims based on facts and circumstances the insurer knows at that point in time. For example, legislative, judicial and regulatory actions may expand coverage definitions, retroactively mandate coverage or otherwise require our insurance subsidiaries to pay losses for damages that their policies explicitly excluded or did not intend to cover. At the time of establishing its estimates, an insurer recognizes that its ultimate liability for losses and loss expenses will exceed or be less than such estimates. Our insurance subsidiaries base their estimates of liabilities for losses and loss expenses on assumptions as to future loss trends, expected claims severity, judicial theories of liability and other factors. However, during the loss adjustment period, our insurance subsidiaries may learn additional facts regarding individual claims, and, consequently, it often becomes necessary for our insurance subsidiaries to refine and adjust their estimates for these liabilities. We reflect any adjustments to the liabilities for losses and loss expenses of our insurance subsidiaries in our consolidated results of operations in the period in which our insurance subsidiaries make adjustments to their estimates.

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OurOur insurance subsidiaries maintain liabilities for the payment of losses and loss expenses with respect to both reported and unreported claims. Our insurance subsidiaries establish these liabilities for the purpose of covering the ultimate costs of settling all losses, including investigation and litigation costs. Our insurance subsidiaries base the amount of their liability for reported losses primarily upon a case-by-case evaluation of the type of risk involved, knowledge of the circumstances surrounding each claim and the insurance policy provisions relating to the type of loss the policyholder incurred. Our insurance subsidiaries determine the amount of their liability for unreported claims and loss expenses on the basis of historical information by line of insurance. Our insurance subsidiaries account for inflation in the reserving function through analysis of costs and trends and reviews of historical reserving results. Our insurance subsidiaries monitor their liabilities closely and recompute them periodically using new information on reported claims and a variety of statistical techniques. Our insurance subsidiaries do not discount their liabilities for losses and loss expenses.expenses.

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ReserveReserve estimates can change over time because of unexpected changes in assumptions related to our insurance subsidiaries’ external environment and, to a lesser extent, assumptions related to our insurance subsidiaries’ internal operations. For example, our insurance subsidiaries have experienced an increase in claims severity and a lengthening of the claim settlement periods on bodily injury claims during the past several years. In addition, the COVID-19 pandemic and related government mandates and restrictions resulted in various changes from historical claims reporting and settlement trends during 2020 and resulted in significant increases in loss costs in 20212022 and 2023 due to a number of factors, including supply chain disruption, higher new and used automobile values, increases in the cost of replacement automobile parts and rising labor rates. TheseWhile these trend changes have begun to normalize, they caused significant disruption to historical loss patterns and give rise to greater uncertainty as to the pattern of future loss settlements. Related uncertainties regarding future trends include social inflation, availability and cost of replacement automobile parts and building materials, availability of skilled labor, the rate of plaintiff attorney involvement in claims and the cost of medical technologies and procedures. Assumptions related to our insurance subsidiaries’ external environment include the absence of significant changes in tort law and the legal environment that increase liability exposure, consistency in judicial interpretations of insurance coverage and policy provisions and the rate of loss cost inflation. Internal assumptions include consistency in the recording of premium and loss statistics, consistency in the recording of claims, payment and case reserving methodology, accurate measurement of the impact of rate changes and changes in policy provisions, consistency in the quality and characteristics of business written within a given line of business and consistency in reinsurance coverage and collectability of reinsured losses, among other items.  To the extent our insurance subsidiaries determine that underlying factors impacting their assumptions have changed, our insurance subsidiaries make adjustments in their reserves that they consider appropriate for such changes. Accordingly, our insurance subsidiaries’ ultimate liability for unpaid losses and loss expenses will likely differ from the amount recorded.recorded.



Our insurance subsidiaries seek to enhance their underwriting results by carefully selecting the product lines they underwrite. Our insurance subsidiaries’ personal lines products primarily include standard and preferred risks in private passenger automobile and homeowners lines. Our insurance subsidiaries’ commercial lines products primarily include business offices, wholesalers, service providers, contractors, artisans and light manufacturing operations. Our insurance subsidiaries have limited exposure to asbestos and other environmental liabilities. Our insurance subsidiaries write no medical malpractice liability risks.

Income Taxes


We currently file a consolidated federal income tax return that includes us and our insurance subsidiaries.


We account for income taxes using the asset and liability method. The objective of the asset and liability method is to establish deferred tax assets and liabilities for the temporary differences between the financial reporting basis and the tax basis of our assets and liabilities at enacted tax rates we expect to be in effect when we realize or settle such amounts.

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Credit Risk


Our objective is to earn competitive returns by investing in a diversified portfolio of securities. Our portfolio of fixed maturity securities and, to a lesser extent, short-term investments is subject to credit risk. We define this risk as the potential loss in fair value resulting from adverse changes in the borrower’s ability to repay its debt to us. We manage this risk by performing an analysis of prospective investments and through regular reviews of our portfolio by our investment personnel. We also limit the amount of our total investment portfolio that we invest in any one security.


Our insurance subsidiaries provide property and liability insurance coverages through independent insurance agencies located throughout their operating areas. Our insurance subsidiaries bill the majority of this business directly to their policyholders, although our insurance subsidiaries bill a portion of their commercial business through their agents, to whom they extend credit in the normal course of business.


Our insurance subsidiaries have reinsurance agreements with Donegal Mutual and with a number of major unaffiliated reinsurers.

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Reinsurance Accounting and Reporting


Our insurance subsidiaries rely upon reinsurance agreements to limit their maximum net loss from large single risks or risks in concentrated areas and to increase their capacity to write insurance. Reinsurance does not relieve our insurance subsidiaries from liability to their respective policyholders. To the extent that a reinsurer cannot pay losses for which it is liable under the terms of a reinsurance agreement with one or more of our insurance subsidiaries, our insurance subsidiaries retain continued liability for such losses. However, in an effort to reduce the risk of non-payment, our insurance subsidiaries require all of their reinsurers to have an A.M. Best rating of A- or better or, with respect to foreign reinsurers, to have a financial condition that, in the opinion of our management, is equivalent to a company with an A.M. Best rating of A- or better. We refer to Note 10 - Reinsurance for more information regarding the reinsurance agreements of our insurance subsidiaries.


We report reinsurance receivable net of an allowance for expected credit losses. We establish an allowance for expected credit losses based upon our ongoing review of amounts outstanding, historical loss data, changes in reinsurer credit standing and other relevant factors. We utilize a probability-of-default methodology, which reflects current and forecasted economic conditions, to estimate the allowance for expected credit losses and recognize changes to the allowance in our results of operations.

Stock-Based Compensation


We measure all share-based payments to our directors and the directors and employees of our subsidiaries and affiliates, including grants of stock options, using a fair-value-based method and record such expense in our results of operations. In determining the expense we record for stock options we grant to our directors and the directors and employees of our subsidiaries and affiliates, we estimate the fair value of each option award on the date of grant using the Black-Scholes option pricing model. The significant assumptions we utilize in applying the Black-Scholes option pricing model are the risk-free interest rate, expected term, dividend yield and expected volatility.



In 2021, 20202023, 2022 and 2019,2021, we realized $438,850, $302,901$139,135, $360,452 and $64,765,$438,850, respectively, in tax benefits upon the exercise of stock options.

Earnings Per Share


We calculate basic earnings per share by dividing net income by the weighted-average number of common shares outstanding for the period. Diluted earnings per share reflects the dilution that could occur if securities or other contracts to issue common stock were exercised or converted into common stock.



We have two classes of common stock, which we refer to as Class A common stock and Class B common stock. Our Class A common stock is entitled to the declaration and payment of cash dividends that are at least 10% higher than those we declare and pay on our Class B common stock. Accordingly, we use the two-class method for the computation of earnings per common share. The two-class method is an earnings allocation formula that determines earnings per share separately for each class of common stock based on dividends declared and an allocation of remaining undistributed earnings using a participation percentage that reflects the dividend rights of each class.

-73-

Goodwill and Other Intangible Assets


Goodwill represents the excess of the purchase price over the underlying fair value of acquired entities. When completing acquisitions, we seek also to identify separately identifiable intangible assets that we have acquired. We assess goodwill and intangible assets with an indefinite useful life for impairment annually. We also assess goodwill and other intangible assets for impairment upon the occurrence of certain events. In making our assessment, we consider a number of factors including operating results, business plans, economic projections, anticipated future cash flows and current market data. Inherent uncertainties exist with respect to these factors and to our judgment in applying them when we make our assessment. Impairment of goodwill and other intangible assets could result from changes in economic and operating conditions in future periods.

-74-

2 - Impact of New Accounting Standards


In September 2016, the FASB issued guidance that amendsamended previous guidance on the impairment of financial instruments by adding an impairment model that requires an entity to recognize expected credit losses as an allowance rather than impairments as credit losses are incurred. The intent of this guidance is to reduce complexity and result in a more timely recognition of expected credit losses. In November 2019, the FASB issued guidance that delaysdelayed the effective date for “smaller reporting companies,” as defined in Item 10(f)(1) of Regulation S-K, to annual and interim reporting periods beginning after December 15, 2022 from December 15, 2019. We arewere a smaller reporting company and are in at the process of evaluating the impact of the adoption oftime this guidance onwas issued, and our financial position, results of operations and cash flows.


In December 2019, the FASB issued guidance that simplifies accounting for income taxes. The guidance eliminates certain exceptions related to the approach for intra-period tax allocation, the methodology for calculating income taxes in an interim period and the recognition of deferred tax liabilities for outside basis differences. The guidance was effective January 1, 2021, using the retrospective method or modified retrospective method for certain changes and the prospective method for all other changes, and permits early adoption. Our adoption of this guidance on January 1, 20212023 resulted in an after-tax decrease in retained earnings of $1.9 million. The adoption of this guidance did not have a significant impact on our financial position, results of operations or cash flows.

3 - Transactions with Affiliates


Our insurance subsidiaries conduct business and have various agreements with Donegal Mutual that we describe in the following subparagraphs:

a. Reinsurance Pooling and Other Reinsurance Arrangements


Atlantic States, our largest insurance subsidiary, and Donegal Mutual have a pooling agreement under which both companies contribute substantially all of their direct written business to the pool and receive an allocated percentage of the pooled underwriting results, excluding certain reinsurance Donegal Mutual assumes from our insurance subsidiaries. Beginning with policies effective in 2021, Donegal Mutual began to place the business of the Mountain States Insurance Group into the underwriting pool. In addition, Donegal Mutual has a 100% quota-share reinsurance agreement with Southern Mutual Insurance Company, or Southern Mutual, and Donegal Mutual places its assumed business from Southern Mutual into the underwriting pool. Atlantic States has an 80% share of the results of the pool, and Donegal Mutual has a 20% share of the results of the pool. The intent of the pooling agreement is to produce more uniform and stable underwriting results from year to year for each pool participant than they would experience individually and to spread the risk of loss between the participants based on each participant’s relative amount of surplus and relative access to capital. Each participant in the pool has at its disposal the capacity of the entire pool, rather than being limited to policy exposures of a size commensurate with its own capital and surplus.


-74-The following amounts represent reinsurance Atlantic States ceded to the pool during 2023, 2022 and 2021:
  2023
  2022
  2021
 
Premiums earned $332,272,662  $314,321,443  $305,729,418 
Losses and loss expenses  238,055,099   202,228,589   222,737,225 
Prepaid reinsurance premiums  161,991,511   154,472,615   152,323,262 
Liability for losses and loss expenses  299,947,390   277,641,902   274,033,812 

-75-


The following amounts represent reinsurance Atlantic States ceded to the pool during 2021, 2020 and 2019:
  2021
  2020
  2019
 
Premiums earned $305,729,418  $266,400,636  $218,642,984 
Losses and loss expenses  222,737,225   181,205,743   173,238,503 
Prepaid reinsurance premiums  152,323,262   146,387,565   116,189,929 
Liability for losses and loss expenses  274,033,812   232,540,607   183,326,589 


The following amounts represent reinsurance Atlantic States assumed from the pool during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Premiums earned $573,891,394  $514,172,448  $479,835,362  $583,559,746  $578,216,706  $573,891,394 
Losses and loss expenses 383,455,320  309,315,497  309,852,141  409,051,306  395,794,813  383,455,320 
Unearned premiums 289,976,879  262,004,199  237,106,338  286,147,727  280,031,908  289,976,879 
Liability for losses and loss expenses 455,564,733  377,530,215  322,658,731  507,527,839  496,849,769  455,564,733 


Donegal Mutual and MICO had a quota-share reinsurance agreement under which Donegal Mutual assumed 25% of the premiums and losses related to the business of MICO for policies effective through December 31, 2021. Donegal Mutual and MICO terminated this reinsurance agreement on a run-off basis effective January 1, 2022. Donegal Mutual and Peninsula had a quota-share reinsurance agreement under which Donegal Mutual assumed 100% of the premiums and losses related to the workers’ compensation product line of Peninsula in certain states for policies effective through December 31, 2021. Donegal Mutual and Peninsula terminated this reinsurance agreement on a run-off basis effective January 1, 2022. Donegal Mutual places its assumed business from MICO and Peninsula into the underwriting pool.


The following amounts represent reinsurance ceded to Donegal Mutual pursuant to these quota-share reinsurance agreements during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Premiums earned $37,996,474  $39,315,398  $42,079,112  $168,243  $17,989,939  $37,996,474 
Losses and loss expenses 20,037,608  15,471,037  19,617,787  2,902,422  5,194,974  20,037,608 
Prepaid reinsurance premiums 18,548,821  17,155,909  19,217,849      18,548,821 
Liability for losses and loss expenses 36,659,853  35,306,627  36,597,834  17,852,153  22,642,908  36,659,853 


EachIn 2023, each of our insurance subsidiaries had a catastrophe reinsurance agreement with Donegal Mutual that provided coverage under any one catastrophic occurrence above a set retention of $3,000,000, with a combined retention of $6,000,000 for a catastrophe involving a combination of our insurance subsidiaries, up to the amount Donegal Mutual and our insurance subsidiaries retained under catastrophe reinsurance agreements with unaffiliated reinsurers. Through December 31, 2022, each of our insurance subsidiaries had a catastrophe reinsurance agreement with Donegal Mutual that provided coverage under any one catastrophic occurrence above a set retention of $2,000,000, with a combined retention of $5,000,000 for a catastrophe involving a combination of our insurance subsidiaries, up to the amount Donegal Mutual and our insurance subsidiaries retained under catastrophe reinsurance agreements with unaffiliated reinsurers.


The following amounts represent reinsurance that our insurance subsidiaries ceded to Donegal Mutual pursuant to these reinsurance agreements during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Premiums earned $17,574,161  $15,595,138  $14,404,636  $13,215,814  $13,800,018  $17,574,161 
Losses and loss expenses 9,309,624  25,259,527  13,769,736  17,895,306  10,517,709  9,309,624 
Liability for losses and loss expenses 1,658,057  3,812,339  3,149,907  2,497,244  1,271,006  1,658,057 

-75-


The following amounts represent the effect of affiliated reinsurance transactions on net premiums our insurance subsidiaries earned during 2021, 20202023, 2022 and 2019:2021:

 2021
  2020
  2019  2023
  2022
  2021 
Assumed $573,891,394  $514,172,448  $479,835,362  $583,559,746  $578,216,706  $573,891,394 
Ceded  (361,300,053)  (321,311,172)  (275,126,732)  (345,656,717)  (346,111,400)  (361,300,053)
Net $212,591,341  $192,861,276  $204,708,630  $237,903,029  $232,105,306  $212,591,341 

-76-


The following amounts represent the effect of affiliated reinsurance transactions on net losses and loss expenses our insurance subsidiaries incurred during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Assumed $383,452,056  $309,311,098  $309,844,705  $409,051,306  $395,790,312  $383,452,056 
Ceded  (252,084,457)  (221,936,307)  (206,626,026)  (258,852,827)  (217,941,272)  (252,084,457)
Net $131,367,599  $87,374,791  $103,218,679  $150,198,479  $177,849,040  $131,367,599 

b. Expense Sharing


Donegal Mutual provides facilities, management and other services to us and our insurance subsidiaries. In addition, Donegal Mutual purchases and maintains the information technology systems that support the business of Donegal Mutual and our insurance subsidiaries. Donegal Mutual allocates certain related expenses to Atlantic States in relation to the relative participation of Atlantic States and Donegal Mutual in the pooling agreement. Our insurance subsidiaries other than Atlantic States reimburse Donegal Mutual for allocated costs of services Donegal Mutual provides on their behalf based on their proportion of the total direct premiums written of the Donegal Insurance Group and other metrics. Donegal Mutual allocates costs related to its development and maintenance of information technology systems over the estimated useful life of those systems (generally five years) and charges a proportionate share of those costs to our insurance subsidiaries based on their percentage of the total net premiums written of the Donegal Insurance Group. Allocated expenses from Donegal Mutual for services it provided to our insurance subsidiaries totaled $218,974,132, $199,177,393 and $186,568,897 $153,941,121for 2023, 2022 and $134,143,158  for 2021, 2020 and 2019, respectively. To enhance process efficiencies, Donegal Mutual paid certain expenses directly in 2021 that our insurance subsidiaries paid directly in 2020, resulting in higher allocations of expenses from Donegal Mutual to our insurance subsidiaries and lower direct expense payments by our insurance subsidiaries in 2021 compared to 2020.


Donegal Mutual is currently in the midst of a multi-year effort to modernize certain of its key technology infrastructure and application systems. Donegal Mutual placed the first and secondthree releases of new systems into service in 2020, 2021 and 2021,2023, respectively. Donegal Mutual allocated $5.1$10.5 million, $7.6 million and $2.8$5.1 million of related costs to our insurance subsidiaries in 20212023, 2022 and 2020,2021, respectively. Donegal Mutual will allocate to our insurance subsidiaries their proportionate share of the remaining $34.3$40.9 million of itsrelated costs for the first and second releases over the next five years. Donegal Mutual incurred an additional $3.4 million$888,904 of deferred costs related to releases under development that were not yet ready for their intended use at December 31, 2021.2023.



Our management believes that the allocation methods Donegal Mutual utilizes are reasonable. In addition, Donegal Mutual and we maintain a coordinating committee that consists of two members of our board of directors, neither of whom is a member of Donegal Mutual’s board of directors, and two members of Donegal Mutual’s board of directors, neither of whom is a member of our board of directors. The purpose of the coordinating committee is to maintain a process for an ongoing evaluation of the fairness of the terms of all transactions between Donegal Mutual and our insurance subsidiaries.


We include in our consolidated balance sheet the net amount of intercompany balances due to or from Donegal Mutual. During 2021, Donegal Mutual and our insurance subsidiaries aligned the timing of monthly settlements of various intercompany balances, including affiliated reinsurance transactions, expenses Donegal Mutual allocates to our insurance subsidiaries, premiums Donegal Mutual collects on behalf of our insurance subsidiaries, and losses and loss expenses Donegal Mutual pays on behalf of our insurance subsidiaries.


-76-

c. Lease Agreement


We lease office equipment with terms ranging from 3 to 10 years to Donegal Mutual under a lease agreement dated January 1, 2011.

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4 - Investments


The amortized cost and estimated fair values of our fixed maturities at December 31, 20212023 and 20202022 are as follows:

 2021
 2023 

Carrying Value Allowance for Credit Losses 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Estimated Fair
Value
 
(in thousands)
(in thousands)
 
Held to Maturity 
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated
Fair Value
             
U.S. Treasury securities and obligations of U.S. government corporations and agencies $89,267,988  $1,922,976  $1,015,040  $90,175,924  $91,517,359  $54,668  $91,572,027  $  $8,885,420  $82,686,607 
Obligations of states and political subdivisions 371,435,776  17,856,745  948,113  388,344,408   376,897,952   265,977   377,163,929   1,448,585   46,844,714   331,767,800 
Corporate securities 191,147,051  11,576,693  772,809  201,950,935   201,847,288   999,685   202,846,973   207,628   14,804,569   188,250,032 
Mortgage-backed securities  16,253,753   675,944   0   16,929,697   9,234,439   5,517   9,239,956      418,057   8,821,899 
Totals $668,104,568  $32,032,358  $2,735,962  $697,400,964  $679,497,038  $1,325,847  $680,822,885  $1,656,213  $70,952,760  $611,526,338 

 2021
  2023
 
Available for Sale 
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated
Fair Value
  
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated Fair 
Value
 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $32,501,080  $144,377  $460,831  $32,184,626  $89,367,383  $199,299  $4,146,999  $85,419,683 
Obligations of states and political subdivisions 55,458,687  2,002,035  82,631  57,378,091  41,957,742  11,665  3,853,623  38,115,784 
Corporate securities 215,668,644  6,817,036  874,405  221,611,275  211,882,285  100,014  15,189,332  196,792,967 
Mortgage-backed securities  219,664,635   3,000,806   1,210,418   221,455,023   286,520,103   594,023   18,094,317   269,019,809 
Totals $523,293,046  $11,964,254  $2,628,285  $532,629,015  $629,727,513  $905,001  $41,284,271  $589,348,243 

 2020
  2022
 
Held to Maturity 
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated
Fair Value
  
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated Fair
Value
 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $77,435,268  $3,983,890  $223,564  $81,195,594  $103,362,028  $856  $10,566,154  $92,796,730 
Obligations of states and political subdivisions 312,319,238  23,211,483  142,750  335,387,971  382,097,461  1,809,879  60,494,134  323,413,206 
Corporate securities 173,269,560  18,172,244  205,761  191,236,043  190,948,922    20,510,543  170,438,379 
Mortgage-backed securities  23,585,373   1,235,840   0   24,821,213   12,030,949      634,583   11,396,366 
Totals $586,609,439  $46,603,457  $572,075  $632,640,821  $688,439,360  $1,810,735  $92,205,414  $598,044,681 

 2020
  2022
 
Available for Sale 
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated
Fair Value
  
Amortized
Cost
  
Gross
Unrealized
Gains
  
Gross
Unrealized
Losses
  
Estimated Fair
Value
 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $47,511,872  $423,855  $121,015  $47,814,712  $68,537,456  $108,683  $5,124,827  $63,521,312 
Obligations of states and political subdivisions 66,286,667  2,690,335  11,765  68,965,237  45,448,157  33,994  5,326,367  40,155,784 
Corporate securities 202,396,309  10,496,218  184,464  212,708,063  218,040,945  8,315  15,211,215  202,838,045 
Mortgage-backed securities  218,763,252   6,901,676   16,923   225,648,005   239,886,169   155,278   22,764,657   217,276,790 
Totals $534,958,100  $20,512,084  $334,167  $555,136,017  $571,912,727  $306,270  $48,427,066  $523,791,931 

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At December 31, 2021,2023, our holdings of obligations of states and political subdivisions included general obligation bonds with an aggregate fair value of $284.9$245.1 million and an amortized cost of $272.7$278.3 million. Our holdings also included special revenue bonds with an aggregate fair value of $160.8$124.8 million and an amortized cost of $154.2$140.8 million. With respect to both categories of bonds, we held no securities of any issuer that comprised more than 10% of that category at December 31, 2021.2023. Education bonds and water and sewer utility bonds represented 47% and 35%, respectively, of our total investments in special revenue bonds based on their carrying values at December 31, 2023. Many of the issuers of the special revenue bonds we held at December 31, 2023 have the authority to impose ad valorem taxes. In that respect, many of the special revenue bonds we held are similar to general obligation bonds.


At December 31, 2022, our holdings of obligations of states and political subdivisions included general obligation bonds with an aggregate fair value of $240.7million and an amortized cost of $283.5 million. Our holdings also included special revenue bonds with an aggregate fair value of $122.9 million and an amortized cost of $144.0 million. With respect to both categories of bonds, we held no securities of any issuer that comprised more than 10% of that category at December 31, 2022. Education bonds and water and sewer utility bonds represented 48% and 35%, respectively, of our total investments in special revenue bonds based on their carrying values at December 31, 2021.2022. Many of the issuers of the special revenue bonds we held at December 31, 2021 have the authority to impose ad valorem taxes. In that respect, many of the special revenue bonds we held are similar to general obligation bonds.

-78-


At December 31, 2020, our holdings of obligations of states and political subdivisions included general obligation bonds with an aggregate fair value of $263.6million and an amortized cost of $247.5 million. Our holdings also included special revenue bonds with an aggregate fair value of $140.8 million and an amortized cost of $131.1 million. With respect to both categories of bonds, we held no securities of any issuer that comprised more than 10% of that category at December 31, 2020. Education bonds and water and sewer utility bonds represented 44% and 39%, respectively, of our total investments in special revenue bonds based on their carrying values at December 31, 2020. Many of the issuers of the special revenue bonds we held at December 31, 20202022 have the authority to impose ad valorem taxes. In that respect, many of the special revenue bonds we held are similar to general obligation bonds.


We have segregated within accumulated other comprehensive incomeloss the net unrealized losses of $15.1 million arising prior to the November 30, 2013 reclassification date for fixed maturities reclassified from available for sale to held to maturity.  We are amortizing this balance over the remaining life of the related securities as an adjustment of yield in a manner consistent with the accretion of discount on the same fixed maturities. We recorded amortization of $897,073, $1.4 million$284,095, $510,819 and $1.2 million$897,073 in other comprehensive income in 2021, 20202023, 2022 and 2019,2021, respectively. At December 31, 20212023 and 2020,2022, net unrealized losses of $5.2$1.3 million and $6.1$4.7 million, respectively, remained within accumulated other comprehensive income.loss.


We set forth below the amortized cost and estimated fair value of fixed maturities at December 31, 20212023 by contractual maturity. Expected maturities may differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.
 
  Amortized Cost  
Estimated
Fair Value
 
Held to maturity      
Due in one year or less $29,359,965  $30,170,296 
Due after one year through five years  84,797,619   89,011,185 
Due after five years through ten years  229,972,129   238,657,219 
Due after ten years  307,721,102   322,632,567 
Mortgage-backed securities  16,253,753   16,929,697 
Total held to maturity $668,104,568  $697,400,964 
Available for sale        
Due in one year or less $19,157,465  $19,411,213 
Due after one year through five years  124,209,793   128,340,492 
Due after five years through ten years  130,046,327   132,293,644 
Due after ten years  30,214,826   31,128,643 
Mortgage-backed securities  219,664,635   221,455,023 
Total available for sale $523,293,046  $532,629,015 


The cost and estimated fair values of our equity securities at December 31, 2021 were as follows:
  Cost  Gross Gains  Gross Losses  
Estimated
Fair Value
 
    
Equity securities $43,262,577  $20,413,667  $256,271  $63,419,973 
  Amortized Cost  
Estimated Fair
Value
 
Held to maturity      
Due in one year or less $19,007,881  $18,869,262 
Due after one year through five years  105,894,799   102,016,841 
Due after five years through ten years  251,405,744   230,975,966 
Due after ten years  295,274,505   250,842,370 
Mortgage-backed securities  9,239,956   8,821,899 
Total held to maturity $680,822,885  $611,526,338 
         
Available for sale        
Due in one year or less $35,774,037  $35,384,044 
Due after one year through five years  175,526,581   166,257,527 
Due after five years through ten years  105,858,004   95,629,511 
Due after ten years  26,048,788   23,057,352 
Mortgage-backed securities  286,520,103   269,019,809 
Total available for sale $629,727,513  $589,348,243 

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The cost and estimated fair values of our equity securities at December 31, 20202023 were as follows:
  Cost  Gross Gains  Gross Losses  
Estimated Fair
Value
 
    
Equity securities $18,843,929  $7,059,027  $  $25,902,956 


The cost and estimated fair values of our equity securities at December 31, 2022 were as follows:


  Cost  Gross Gains  Gross Losses  
Estimated
Fair Value
 
    
Equity securities $42,409,750  $17,103,055  $956,632  $58,556,173 
  Cost  Gross Gains  Gross Losses  
Estimated Fair
  Value
 
    
Equity securities $30,770,633  $5,666,467  $1,332,260  $35,104,840 


The amortized cost of fixed maturities on deposit with various regulatory authorities at December 31, 20212023 and 20202022 amounted to $8,852,886$10,499,430 and $9,114,791,$9,473,047, respectively.


We derived net investment income, consisting primarily of interest and dividends, from the following sources:
 2021
  2020
  2019
  2023
  2022
  2021
 
Fixed maturities $32,343,878  $30,750,231  $29,969,774  $40,445,697  $34,945,437  $32,343,878 
Equity securities  1,437,948   1,386,343   1,268,056   765,881   897,429   1,437,948 
Short-term investments  321,117   427,392   1,243,104   2,471,998   817,428   321,117 
Other  29,250   29,250   29,251   29,250   29,250   29,250 
Investment income  34,132,193   32,593,216   32,510,185   43,712,826   36,689,544   34,132,193 
Investment expenses  (3,006,562)  (3,088,750)  (2,995,230)  (2,859,611)  (2,673,432)  (3,006,562)
Net investment income $31,125,631  $29,504,466  $29,514,955  $40,853,215  $34,016,112  $31,125,631 


We present below gross gains and losses from investments and the change in the difference between fair value and cost of investments:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Gross realized gains:                  
Fixed maturities $676,724  $818,350  $470,983  $1,059,244  $1,149,761  $676,724 
Equity securities  1,430,465   106,075   1,546,598   2,662,661   1,765,923   1,430,465 
Investment in affiliate  0   0   12,662,147 
Real estate     477,287    
  2,107,189   924,425   14,679,728   3,721,905   3,392,971   2,107,189 
Gross realized losses:                        
Fixed maturities  294,126   246,243   323,746   3,300,351   2,129,736   294,126 
Equity securities  462,335   3,555,304   1,270,301   732,940   4,113,526   462,335 
  756,461   3,801,547   1,594,047   4,033,291   6,243,262   756,461 
Net realized gains (losses)  1,350,728   (2,877,122)  13,085,681 
Net realized (losses) gains
  (311,386)  (2,850,291)  1,350,728 
Gross unrealized gains on equity securities  5,627,949   8,426,806   8,924,687   3,651,125   258,532   5,627,949 
Gross unrealized losses on equity securities  (501,391)  (2,771,765)  (25,751)  (109,125)  (7,593,038)  (501,391)
Net investment gains $6,477,286  $2,777,919  $21,984,617 
Increase in allowance for credit losses  (57,807)      
Net investment gains (losses)
 $3,172,807  $(10,184,797) $6,477,286 
                        
Change in difference between fair value and cost of investments:                        
Fixed maturities $(27,576,934) $33,876,212  $38,647,456  $28,839,658  $(177,147,840) $(27,576,934)
Equity securities  4,010,973   4,088,003   9,334,127   2,724,820   15,823,189   4,010,973 
Totals $(23,565,961) $37,964,215  $47,981,583  $31,564,478  $(161,324,651) $(23,565,961)

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We held fixed maturities with unrealized losses representing declines that we considered temporary at December 31, 20212023 as follows:


 Less than 12 months  12 months or longer  Less than 12 months  12 months or longer 
 Fair Value  Unrealized Losses  Fair Value  Unrealized Losses  Fair Value  Unrealized Losses  Fair Value  Unrealized Losses 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $27,691,051  $412,055  $28,426,248  $1,063,816  $32,223,934  $217,164  $116,537,998  $12,815,255 
Obligations of states and political subdivisions 56,654,480  899,139  7,090,499  131,605  13,097,410  67,913  307,429,319  50,630,424 
Corporate securities 92,736,747  1,609,931  1,462,717  37,283  13,065,558  324,293  353,862,937  29,669,608 
Mortgage-backed securities  90,006,234   1,128,197   2,361,232   82,221   46,964,057   220,436   178,112,881   18,291,938 
Totals $267,088,512  $4,049,322  $39,340,696  $1,314,925  $105,350,959  $829,806  $955,943,135  $111,407,225 


We held fixed maturities with unrealized losses representing declines that we considered temporary at December 31, 20202022 as follows:
 
 Less than 12 months  12 months or longer  Less than 12 months  12 months or longer 
 Fair Value  Unrealized Losses  Fair Value  Unrealized Losses  Fair Value  Unrealized Losses  Fair Value  Unrealized Losses 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $29,144,224  $344,579  $0  $0  $90,245,322  $5,326,954  $47,237,638  $10,364,027 
Obligations of states and political subdivisions 9,361,435  154,515  0  0  261,464,427  49,327,324  47,945,038  16,493,177 
Corporate securities 26,142,933  114,606  8,229,646  275,619  298,706,256  22,272,711  72,959,284  13,449,047 
Mortgage-backed securities  3,091,272   15,425   236,560   1,498   143,885,626   10,940,722   69,878,986   12,458,518 
Totals $67,739,864  $629,125  $8,466,206  $277,117  $794,301,631  $87,867,711  $238,020,946  $52,764,769 


We make estimates concerning the valuation of our investments and the recognition of other-than-temporary declines in the value of our investments. For equity securities, we measure investments at fair value, and we recognize changes in fair value in our results of operations. With respect to a debt security that is in an unrealized loss position, we first assess if we intend to sell the debt security. If we determine we intend to sell the debt security, we recognize the impairment loss in our results of operations. If we do not intend to sell the debt security, we determine whether it is more likely than not that we will be required to sell the debt security prior to recovery. If we determine it is more likely than not that we will be required to sell the debt security prior to recovery, we recognize an impairment loss in our results of operations. If we determine it is more likely than not that we will not be required to sell the debt security prior to recovery, we then evaluate whether a credit loss has occurred. We determine whether a credit loss has occurred by comparing the amortized cost of the debt security to the present value of the cash flows we expect to collect. If we expect a cash flow shortfall, we consider that a credit loss has occurred. If we determine that a credit loss has occurred, we consider the impairment to be other than temporary. We then recognize the amount of the impairment loss related to the credit loss in our results of operations, and we recognize the remaining portion of the impairment loss in our other comprehensive income, net of applicable taxes. In addition, we may write down securities in an unrealized loss position based on a number of other factors, including when the fair value of an investment is significantly below its cost, when the financial condition of the issuer of a security has deteriorated, the occurrence of industry, company or geographic events that have negatively impacted the value of a security and rating agency downgrades. We held 150869 debt securities that were in an unrealized loss position at December 31, 2021.2023. Based upon our analysis of general market conditions and underlying factors impacting these debt securities, we considered these declines in value to be temporary.


We did 0tnot recognize any impairment losses on specific securities in 2021, 20202023, 2022 or 2019.2021. We had 0no sales or transfers from our held to maturity portfolio in 2021, 20202023, 2022 or 2019.2021. We had 0no derivative instruments or hedging activities during 2021, 20202023, 2022 or 2019.2021.

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5 - Fair Value Measurements


We account for financial assets using a framework that establishes a hierarchy that ranks the quality and reliability of inputs, or assumptions, used in the determination of fair value, and we classify financial assets and liabilities carried at fair value in one of the following three categories:

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Level 1 - quoted prices in active markets for identical assets and liabilities;


Level 2 - directly or indirectly observable inputs other than Level 1 quoted prices; and


Level 3 - unobservable inputs not corroborated by market data.


For investments that have quoted market prices in active markets, we use the quoted market price as fair value and include these investments in Level 1 of the fair value hierarchy. We classify publicly traded equity securities as Level 1. When quoted market prices in active markets are not available, we base fair values on quoted market prices of comparable instruments or price estimates we obtain from independent pricing services. We classify our fixed maturity investments and non-publicly traded equity securities as Level 2. Our fixed maturity investments consist of U.S. Treasury securities and obligations of U.S. government corporations and agencies, obligations of states and political subdivisions, corporate securities and mortgage-backed securities.


We present our investments in available-for-sale fixed maturity and equity securities at estimated fair value. The estimated fair value of a security may differ from the amount that we could realize if we sold the security in a forced transaction. In addition, the valuation of fixed maturity investments is more subjective when markets are less liquid, increasing the potential that the estimated fair value does not reflect the price at which an actual transaction would occur. We utilize nationally recognized independent pricing services to estimate fair values or obtain market quotations for substantially all of our fixed maturity and equity investments. We generally obtain two prices per security. The pricing services utilize market quotations for fixed maturity and equity securities that have quoted prices in active markets. For fixed maturity securities that generally do not trade on a daily basis, the pricing services prepare estimates of fair value measurements based predominantly on observable market inputs. The pricing services do not use broker quotes in determining the fair values of our investments. Our investment personnel review the estimates of fair value the pricing services provide to determine if the estimates we obtain are representative of fair values based upon the general knowledge of the market of our investment personnel, their research findings related to unusual fluctuations in value and their comparison of such values to execution prices for similar securities. Our investment personnel monitor the market and are familiar with current trading ranges for similar securities and pricing of specific investments. Our investment personnel review all pricing estimates that we receive from the pricing services against their expectations with respect to pricing based on fair market curves, security ratings, coupon rates, security type and recent trading activity. Our investment personnel review documentation with respect to the pricing services’ pricing methodology that they obtain periodically to determine if the primary pricing sources, market inputs and pricing frequency for various security types are reasonable. At December 31, 2021,2023, we received two estimates per security from the pricing services, and we priced substantially all of our Level 1 and Level 2 investments using those prices. In our review of the estimates the pricing services provided at December 31, 2021,2023, we did not identify any material discrepancies, and we did not make any adjustments to the estimates the pricing services provided.


We present our cash and short-term investments at estimated fair value. The carrying values in our balance sheet for premium receivables, reinsurance receivables related to paid losses and loss expenses and reinsurance balances payable approximate their fair values. The carrying amounts reported in the balance sheet for our subordinated debentures and borrowings under lines of credit approximate their fair values. We classify these items as Level 3.


We evaluate our assets and liabilities on a regular basis to determine the appropriate level at which to classify them for each reporting period. Based on our review of the methodology and summary of inputs the pricing services use, we have concluded that our Level 1 and Level 2 investments were classified properly at December 31, 20212023 and 2020.2022.


The following table presents our fair value measurements for our investments in available-for-sale fixed maturity and equity securities at December 31, 2023:
  Fair Value Measurements Using 
  Fair Value  
Quoted Prices in
Active Markets
for Identical
Assets (Level 1)
  
Significant
Other Observable
Inputs (Level 2)
  
Significant
Unobservable
Inputs (Level 3)
 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $85,419,683  $  $85,419,683  $ 
Obligations of states and political subdivisions  38,115,784      38,115,784    
Corporate securities  196,792,967      196,792,967    
Mortgage-backed securities  269,019,809      269,019,809    
Equity securities  25,902,956   23,910,968   1,991,988    
Total investments in the fair value hierarchy $615,251,199  $23,910,968  $591,340,231  $ 

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The following table presents our fair value measurements for our investments in available-for-sale fixed maturity and equity securities at December 31, 2021:2022:
 
  Fair Value Measurements Using 
  Fair Value  
Quoted Prices in
Active Markets
for Identical
Assets (Level 1)
  
Significant
Other Observable
Inputs (Level 2)
  
Significant
Unobservable
Inputs (Level 3)
 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $32,184,626  $0  $32,184,626  $0 
Obligations of states and political subdivisions  57,378,091   0   57,378,091   0 
Corporate securities  221,611,275   0   221,611,275   0 
Mortgage-backed securities  221,455,023   0   221,455,023   0 
Equity securities  63,419,973   61,130,385   2,289,588   0 
Total investments in the fair value hierarchy $596,048,988  $61,130,385  $534,918,603  $0 

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The following table presents our fair value measurements for our investments in available-for-sale fixed maturity and equity securities at December 31, 2020:
 Fair Value Measurements Using  Fair Value Measurements Using 
 Fair Value 
Quoted Prices in
Active Markets
for Identical
Assets (Level 1)
 
Significant
Other Observable
Inputs (Level 2)
 
Significant
Unobservable
Inputs (Level 3)
  Fair Value 
Quoted Prices in
Active Markets
for Identical
Assets (Level 1)
 
Significant
Other Observable
Inputs (Level 2)
 
Significant
Unobservable
Inputs (Level 3)
 
U.S. Treasury securities and obligations of U.S. government corporations and agencies $47,814,712  $0  $47,814,712  $0  $63,521,312  $  $63,521,312  $ 
Obligations of states and political subdivisions 68,965,237  0  68,965,237  0  40,155,784    40,155,784   
Corporate securities 212,708,063  0  212,708,063  0  202,838,045    202,838,045   
Mortgage-backed securities 225,648,005  0  225,648,005  0  217,276,790    217,276,790   
Equity securities  58,556,173   54,152,085   4,404,088   0   35,104,840   32,820,452   2,284,388    
Total investments in the fair value hierarchy $613,692,190  $54,152,085  $559,540,105  $0  $558,896,771  $32,820,452  $526,076,319  $ 

6 - Deferred Policy Acquisition Costs


Changes in our insurance subsidiaries’ deferred policy acquisition costs are as follows:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Balance, January 1 $59,156,958  $59,284,859  $60,615,127  $73,170,230  $68,028,373  $59,156,958 
Acquisition costs deferred  137,604,415   118,944,099   121,112,732   156,087,174   147,571,857   137,604,415 
Amortization charged to earnings  (128,733,000)  (119,072,000)  (122,443,000)  (154,214,000)  (142,430,000)  (128,733,000)
Balance, December 31 $68,028,373  $59,156,958  $59,284,859  $75,043,404  $73,170,230  $68,028,373 

7 - Property and Equipment


Property and equipment at December 31, 20212023 and 20202022 consisted of the following:
 
 2021
  2020
 
Estimated
Useful Life
  2023
  2022
 
Estimated
Useful Life
 
Office equipment $8,382,877  $8,809,344 3-15 years  $8,289,730  $8,245,030 3-15 years 
Automobiles  322,703   301,119 5 years
   42,794   42,794 5 years
 
Real estate  2,575,207   4,921,056 5-50 years   2,575,207   2,575,207 5-50 years 
Software  1,386,936   2,065,927 5 years
   1,386,936   1,386,936 5 years
 
  12,667,723   16,097,446     12,294,667   12,249,967   
Accumulated depreciation  (9,710,793)  (11,707,069)    (9,661,262)  (9,494,862)  
 $2,956,930  $4,390,377    $2,633,405  $2,755,105   


Depreciation expense for 2021, 20202023, 2022 and 20192021 amounted to $166,400, $173,535 and $208,641, $257,397 and $282,235, respectively. The reduction in real estate held at December 31, 2021 reflects the sale of several branch office facilities during 2021.

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8 - Liability for Losses and Loss Expenses


The establishment of an appropriate liability for losses and loss expenses is an inherently uncertain process, and we can provide no assurance that our insurance subsidiaries’ ultimate liability will not exceed their loss and loss expense reserves and have an adverse effect on our results of operations and financial condition. For example, legislative, judicial and regulatory actions may expand coverage definitions, retroactively mandate coverage or otherwise require our insurance subsidiaries to pay losses for damages that their policies explicitly excluded or did not intend to cover. Furthermore, we cannot predict the timing, frequency and extent of adjustments to our insurance subsidiaries’ estimated future liabilities, because the historical conditions and events that serve as a basis for our insurance subsidiaries’ estimates of ultimate claim costs may change. As is the case for substantially all property and casualty insurance companies, our insurance subsidiaries have found it necessary in the past to increase their estimated future liabilities for losses and loss expenses in certain periods, and, in other periods, their estimates have exceeded their actual liabilities. Changes in our insurance subsidiaries’ estimate of their liability for losses and loss expenses generally reflect actual payments and their evaluation of information received since the prior reporting date.


We summarize activity in our insurance subsidiaries’ liability for losses and loss expenses as follows:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Balance at January 1 $962,007,437  $869,673,849  $814,665,224  $1,121,045,758  $1,077,620,301  $962,007,437 
Less reinsurance recoverable  (404,818,480)  (362,768,427)  (339,267,525)  (451,184,222)  (451,261,306)  (404,818,480)
Cumulative effect of adoption of updated accounting guidance for credit losses at January 1
  1,131,836       
Net balance at January 1  557,188,957   506,905,422   475,397,699   670,993,372   626,358,995   557,188,957 
Incurred related to:                        
Current year  551,917,571   472,709,060   519,319,941   625,831,043   608,900,206   551,917,571 
Prior years  (31,208,029)  (12,944,767)  (12,932,277)  (16,653,344)  (44,821,213)  (31,208,029)
Total incurred  520,709,542   459,764,293   506,387,664   609,177,699   564,078,993   520,709,542 
Paid related to:                        
Current year  269,316,762   236,984,291   278,923,614   330,290,039   302,272,322   269,316,762 
Prior years  182,222,742   172,496,467   195,956,327   260,738,168   218,304,130   182,222,742 
Total paid  451,539,504   409,480,758   474,879,941   591,028,207   520,576,452   451,539,504 
Net balance at December 31  626,358,995   557,188,957   506,905,422   689,142,864   669,861,536   626,358,995 
Plus reinsurance recoverable  451,261,306   404,818,480   362,768,427   437,013,974   451,184,222   451,261,306 
Balance at December 31 $1,077,620,301  $962,007,437  $869,673,849  $1,126,156,838  $1,121,045,758  $1,077,620,301 


Our insurance subsidiaries recognized a decrease in their liability for losses and loss expenses of prior years of $16.7 million, $44.8 million and $31.2 million $12.9 millionin 2023, 2022 and $12.9 million in 2021, 2020 and 2019, respectively. Our insurance subsidiaries made no significant changes in their reserving philosophy or claims management personnel, and they have made no significant offsetting changes in estimates that increased or decreased their loss and loss expense reserves in those years. The 2023 development represented 2.5% of the December 31, 2022 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2023. The majority of the 2023 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2022 development represented 7.2% of the December 31, 2021 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile and commercial automobile lines of business for accident years prior to 2022. The majority of the 2022 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2021 development represented 5.6% of the December 31, 2020 net carried reserves and resulted primarily from lower-than-expected loss emergence in the personal automobile, workers’ compensation and commercial automobile lines of business for accident years prior to 2021. The majority of the 2021 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2020 development represented 2.6% of the December 31, 2019 net carried reserves and resulted primarily from lower-than-expected severity in the workers’ compensation and personal automobile lines of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2020. The majority of the 2020 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO. The 2019 development represented 2.7% of the December 31, 2018 net carried reserves and resulted primarily from lower-than-expected severity in the workers’ compensation line of business, partially offset by higher-than-expected severity in the commercial automobile and commercial multi-peril lines of business, for accident years prior to 2019. The majority of the 2019 development related to decreases in the liability for losses and loss expenses of prior years for Atlantic States and MICO.

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Short-duration contracts are contracts for which our insurance subsidiaries receive premiums that they recognize as revenue over the period of the contract in proportion to the amount of insurance protection our insurance subsidiaries provide. Our insurance subsidiaries consider the policies they issue to be short-duration contracts. We consider our insurance subsidiaries’ material lines of business to be personal automobile, homeowners, commercial automobile, commercial multi-peril and workers’ compensation.

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Our insurance subsidiaries determine incurred but not reported (“IBNR”) reserves by subtracting the cumulative loss and loss expense amounts our insurance subsidiaries have paid and the case reserves our insurance subsidiaries have established at the balance sheet date from their actuaries’ estimate of the ultimate cost of losses and loss expenses. Accordingly, our insurance subsidiaries’ IBNR reserves include their actuaries’ projections of the cost of unreported claims as well as their actuaries’ projected development of case reserves on known claims and reopened claims. Our insurance subsidiaries’ methodology for estimating IBNR reserves has been in place for many years, and their actuaries made no significant changes to that methodology during 2021.2023.


The actuaries for our insurance subsidiaries generally prepare an initial estimate for ultimate losses and loss expenses for the current accident year by multiplying earned premium by an “a priori,” or expected, loss ratio for each line of business our insurance subsidiaries write. Expected loss ratios represent the actuaries’ expectation of losses at the time our insurance subsidiaries price and write their policies, before the emergence of any actual claims experience. The actuaries determine an expected loss ratio by analyzing historical experience and adjusting for loss cost trends, loss frequency and severity trends, premium rate level changes, reported and paid loss emergence patterns and other known or observed factors.


The actuaries use a variety of actuarial methods to estimate the ultimate cost of losses and loss expenses.  These methods include paid loss development, incurred loss development and the Bornhuetter-Ferguson method from which the actuaries select loss development factor assumptions. The actuaries base their selection of a point estimate on a judgmental weighting of estimates each of these methods produce.


The actuaries consider loss frequency and severity trends when they develop expected loss ratios and point estimates. Loss frequency is a measure of the number of claims per unit of insured exposure, and loss severity is a measure of the average size of claims.  Factors that affect loss frequency include changes in weather patterns or economic activity.  Factors that affect loss severity include changes in policy limits, reinsurance retentions, inflation rates and judicial interpretations.


Our insurance subsidiaries create a claim file when they receive notice of an actual demand for payment, an event that may lead to a demand for payment or when they otherwise determine that a demand for payment could potentially lead to a future demand for payment on another coverage under the same policy or another policy they have issued. In recent years, our insurance subsidiaries have noted an increase in the period of time between the occurrence of a casualty loss event and the date on which they receive notice of a liability claim.  Changes in the length of time between the loss occurrence date and the claim reporting date affect the actuaries’ ability to accurately predict loss frequency and the amount of IBNR reserves our insurance subsidiaries require.


Our insurance subsidiaries generally create a claim file for a policy at the claimant level by type of coverage and generally recognize one count for each claim event.  In certain lines of business where it is common for multiple parties to claim damages arising from a single claim event, our insurance subsidiaries recognize one count for each claimant involved in the event. Atlantic States recognizes one count for each claim event, or claimant involved in a multiple-party claim event, related to losses Atlantic States assumes through its participation in its pooling agreement with Donegal Mutual. Our insurance subsidiaries accumulate the claim counts and report them by line of business. For purposes of the claim development tables we present below, our insurance subsidiaries count claims on policies they issue even if they eventually close such claims without making a loss payment. Claims our insurance subsidiaries close without making a loss payment typically generate loss expenses. The methods our insurance subsidiaries have used to summarize claim counts have not changed significantly over the time periods we report in the tables below.


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The following tables present information about incurred and paid claims development as of December 31, 2021,2023, net of reinsurance, as well as cumulative claim frequency and the total of IBNR reserves plus expected development on reported claims that our insurance subsidiaries included within their net incurred claims amounts. The tables include unaudited information about incurred and paid claims development for the years ended December 31, 20122014 through 2020,2022, which we present as supplementary information.

Personal Automobile    At December 31, 2021 
  
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
       
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims 
  Unaudited          
(dollars and reported claims in thousands)                            
2012 $130,415  $133,201  $135,592  $136,493  $136,552  $136,463  $136,141  $136,677  $136,648  $136,542  $98   69 
2013      124,965   130,737   131,594   132,643   132,604   132,934   132,853   132,690   132,787   106   66 
2014          124,426   124,806   124,210   126,200   126,779   126,734   126,861   126,977   131   71 
2015              137,569   139,333   139,181   142,493   142,408   142,073   142,010   293   70 
2016                  150,216   153,937   157,516   157,943   156,935   156,436   728   73 
2017                      166,690   127,728   175,939   174,784   173,730   1,328   79 
2018                          186,580   183,358   181,558   180,787   3,069   81 
2019                              161,056   157,689   156,300   5,151   68 
2020                                  111,483   103,585   7,372   43 
2021                                      119,364   20,654   45 
                                  Total  $1,428,518         

Personal Automobile                              
  Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
 
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021 
  Unaudited    
(in thousands)                            
2012 $87,517  $111,941  $124,652  $130,862  $133,428  $134,581  $135,132  $136,137  $136,165  $136,186 
2013      84,241   109,051   120,118   125,946   130,026   131,326   131,642   132,215   132,300 
2014          85,377   104,736   114,893   120,491   123,815   124,926   125,619   125,762 
2015              93,611   116,303   128,395   135,027   139,121   140,028   140,892 
2016                  102,433   129,507   143,321   151,159   153,521   154,769 
2017                      111,964   142,372   159,879   166,099   169,190 
2018                          115,585   150,175   163,036   169,651 
2019                              103,101   127,187   141,004 
2020                                  66,084   81,783 
2021                                      76,477 
                                  Total   1,328,014 
          All outstanding liabilities before 2012, net of reinsurance   925 
          Liabilities for claims and claims adjustment expenses, net of reinsurance  $101,429 

-87--85-

Homeowners    At December 31, 2021 
Personal
Automobile
   At December 31, 2023 
 
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
        
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
     
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims  2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 
Total IBNR
Plus
Expected
Development
on Reported
Claims
 
Cumulative
Number of
Reported
Claims
 
 Unaudited           Unaudited       
(dollars and reported claims in thousands)(dollars and reported claims in thousands)                            (dollars and reported claims in thousands)                            
2012 $53,962  $54,794  $54,468  $54,351  $54,281  $54,381  $54,523  $54,537  $54,548  $54,556  $0  18 
2013    50,887  51,121  51,122  50,874  50,988  50,971  51,008  51,064  51,053  0  13 
2014       56,916  58,378  57,680  57,332  57,288  57,402  57,367  57,371  0  16  $124,426  $124,806  $124,210  $126,200  $126,779  $126,734  $126,861  $126,977  $127,108  $127,148  $37  71 
2015          63,359  63,925  63,053  63,071  63,099  62,993  63,043  19  13     137,569  139,333  139,181  142,493  142,408  142,073  142,010  141,965  141,894  61  70 
2016             62,443  64,064  63,735  63,355  63,279  63,409  12  12        150,216  153,937  157,516  157,943  156,935  156,436  156,227  155,834  192  73 
2017                79,283  79,911  79,305  79,247  79,065  144  17           166,690  176,728  175,939  174,784  173,730  173,032  172,712  353  79 
2018                   81,965  83,385  82,905  82,566  538  18              186,580  183,358  181,558  180,787  179,732  178,990  627  81 
2019                      73,294  73,554  73,234  912  16                 161,056  157,689  156,300  154,805  153,883  1,227  68 
2020                         61,633  62,718  1,567  13                    111,483  103,585  100,339  99,253  1,543  43 
2021                             67,677  6,208  11                       119,364  118,752  114,707  2,792  47 
2022                         126,203  134,834  5,639  50 
2023                             152,740  27,416  50 
                         Total  $654,692                                Total  $1,431,995       

Homeowners                              
Personal Automobile                              
 
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
  Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
 
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023 
 Unaudited     Unaudited    
(in thousands)(in thousands)                            (in thousands)                            
2012 $46,566  $53,619  $54,028  $54,298  $54,317  $54,356  $54,557  $54,557  $54,553  $54,560 
2013    40,949  49,410  50,210  50,478  51,043  50,902  50,967  50,965  50,955 
2014       45,823  56,255  56,990  57,195  56,995  57,243  57,336  57,339  $85,377  $104,736  $114,893  $120,491  $123,815  $124,926  $125,619  $125,762  $126,701  $127,026 
2015          51,885  61,542  62,204  62,590  62,844  62,943  62,936     93,611  116,303  128,395  135,027  139,121  140,028  140,892  141,172  141,298 
2016             50,125  61,145  62,760  63,144  63,162  63,217        102,433  129,507  143,321  151,159  153,521  154,769  155,521  155,505 
2017                67,077  77,663  78,006  78,127  78,454           111,964  142,372  159,879  166,099  169,190  170,895  171,513 
2018                   70,385  79,892  80,905  81,464              115,585  150,175  163,036  169,651  173,922  176,233 
2019                      58,074  69,145  70,416                 103,101  127,187  141,004  146,667  150,017 
2020                          51,226  60,348                    66,084  81,783  89,736  94,094 
2021                             52,161                       76,477  93,998  103,427 
2022                         83,616  109,845 
2023                             99,574 
                         Total  631,850                          Total  1,328,532 
       All outstanding liabilities before 2012, net of reinsurance   118        All outstanding liabilities before 2014, net of reinsurance   994 
       Liabilities for claims and claims adjustment expenses, net of reinsurance  $22,960        Liabilities for claims and claims adjustment expenses, net of reinsurance  $104,457 

-88--86-

Commercial Automobile    At December 31, 2021 
Homeowners    At December 31, 2023 
 
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
        
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
       
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims 
 Unaudited           Unaudited          
(dollars and reported claims in thousands)(dollars and reported claims in thousands)                            (dollars and reported claims in thousands)                            
2012 $26,557  $27,720  $30,606  $31,435  $31,278  $31,648  $31,803  $31,896  $31,930  $31,922  $15  8 
2013    32,902  33,749  34,751  35,240  36,404  36,435  36,569  36,181  36,165  53  8 
2014       42,760  44,544  47,326  48,213  49,284  49,168  49,308  49,291  91  11  $56,916  $58,378  $57,680  $57,332  $57,288  $57,402  $57,367  $57,371  $57,353  $57,362  $  17 
2015          46,526  48,323  51,412  54,259  54,517  54,619  53,793  234  12     63,359  63,925  63,053  63,071  63,099  62,993  63,043  63,036  63,042    14 
2016             54,302  57,353  65,905  67,127  66,894  66,085  338  13        62,443  64,064  63,735  63,355  63,279  63,409  63,472  63,478  3  12 
2017                61,484  67,927  67,697  67,249  65,310  895  13           79,283  79,911  79,305  79,247  79,065  78,815  78,819  24  17 
2018                   79,307  81,396  82,313  83,043  2,306  15              81,965  83,385  82,905  82,566  82,058  81,977  78  19 
2019                      88,864  91,245  90,290  7,365  16                 73,294  73,554  73,234  72,168  72,176  187  16 
2020                         90,367  87,766  14,996  14                    61,633  62,718  61,595  61,495  385  14 
2021                             109,824  41,282  14                       67,677  66,996  65,451  496  11 
2022                         82,433  82,045  1,846  10 
2023                             86,693  8,046  10 
                         Total  $673,489                                Total  $712,538  
    

Commercial Automobile                              
Homeowners                              
 
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
  
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
 
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023 
 Unaudited     Unaudited    
(in thousands)(in thousands)                            (in thousands)                            
2012 $13,642  $20,240  $23,718  $27,417  $29,873  $30,402  $31,104  $31,228  $31,263  $31,507 
2013    16,306  23,557  26,879  31,053  34,083  36,004  36,106  36,092  36,087 
2014       22,707  31,089  39,436  44,374  47,290  48,418  48,603  48,714  $45,823  $56,255  $56,990  $57,195  $56,995  $57,243  $57,336  $57,339  $57,318  $57,327 
2015          23,875  35,342  41,678  48,261  51,605  51,992  52,728       51,885   61,542   62,204   62,590   62,844   62,943   62,936   62,938   63,042 
2016             27,033  38,237  48,837  57,237  60,485  64,421           50,125   61,145   62,760   63,144   63,162   63,217   63,266   63,296 
2017                28,707  40,213  49,703  57,128  59,889               67,077   77,663   78,006   78,127   78,454   78,528   78,556 
2018                   33,862  47,941  57,451  69,487                   70,385   79,892   80,905   81,464   81,568   81,826 
2019                      36,948  53,026  63,575                       58,074   69,145   70,416   70,884   71,209 
2020                         31,884  46,459                           51,226   60,348   60,809   61,189 
2021                             39,851                               52,161   63,920   64,124 
2022                                  63,107   79,187 
2023                                      67,636 
                         Total  512,718                                  Total   687,392 
       All outstanding liabilities before 2012, net of reinsurance   46          All outstanding liabilities before 2014, net of reinsurance   148 
       Liabilities for claims and claims adjustment expenses, net of reinsurance  $160,817          Liabilities for claims and claims adjustment expenses, net of reinsurance  $25,294 

-89--87-

Commercial Multi-Peril    At December 31, 2021 
Commercial Automobile    At December 31, 2023 
 
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
        
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
       
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims 
 Unaudited           Unaudited          
(dollars and reported claims in thousands)(dollars and reported claims in thousands)                            (dollars and reported claims in thousands)                            
2012 $29,789  $30,716  $32,449  $34,117  $35,755  $36,214  $36,525  $36,876  $36,662  $36,844  $0  6 
2013    35,683  35,679  37,292  37,205  37,981  37,365  37,453  37,495  37,630  0  6 
2014       48,204  50,135  51,843  52,336  53,294  53,116  52,926  52,933  79  7  $42,760  $44,544  $47,326  $48,213  $49,284  $49,168  $49,308  $49,291  $49,285  $49,212  $8  11 
2015          42,070  43,874  44,728  45,104  45,873  45,366  45,420  135  6     46,526  48,323  51,412  54,259  54,517  54,619  53,793  53,477  53,431  33  12 
2016             43,005  46,988  48,267  48,871  48,732  48,823  373  6        54,302  57,353  65,905  67,127  66,894  66,085  65,922  65,602  71  13 
2017                56,185  56,043  56,517  54,812  55,076  674  7           61,484  67,927  67,697  67,249  65,310  64,631  65,022  105  14 
2018                   66,265  66,470  67,749  67,810  3,653  7              79,307  81,396  82,313  83,043  82,226  82,368  207  15 
2019                      71,865  73,836  76,326  8,159  7                 88,864  91,245  90,290  86,140  84,566  729  16 
2020                         83,195  79,910  15,880  8                    90,367  87,766  85,016  83,590  2,528  14 
2021                             116,827  37,194  6                       109,824  99,231  96,947  6,346  14 
2022                         115,287  108,690  17,627  15 
2023                             112,135  37,768  14 
                         Total  $617,599                                Total  $801,563       

Commercial Multi-Peril                              
Commercial Automobile                              
 
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
  
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
 
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023 
 Unaudited     Unaudited    
(in thousands)(in thousands)                            (in thousands)                            
2012 $16,666  $23,384  $26,634  $29,370  $33,327  $35,331  $35,909  $36,329  $36,399  $36,529 
2013    19,875  26,216  29,159  33,614  35,104  36,321  37,333  37,436  37,488 
2014       27,920  35,520  40,936  47,021  50,017  51,615  52,103  52,252  $22,707  $31,089  $39,436  $44,374  $47,290  $48,418  $48,603  $48,714  $48,757  $48,829 
2015          21,837  29,419  34,323  39,162  42,849  44,090  44,439     23,875  35,342  41,678  48,261  51,605  51,992  52,728  53,052  53,047 
2016             19,660  29,402  34,612  41,193  43,435  44,944        27,033  38,237  48,837  57,237  60,485  64,421  65,076  65,273 
2017                27,399  36,926  42,691  46,361  49,488           28,707  40,213  49,703  57,128  59,889  62,187  64,074 
2018                   30,597  42,296  48,050  54,913              33,862  47,941  57,451  69,487  74,421  79,308 
2019                      28,210  41,266  47,522                 36,948  53,026  63,575  72,139  80,617 
2020                         34,729  46,193                    31,884  46,459  60,665  70,669 
2021                             46,768                       39,851  56,101  69,908 
2022                         46,242  67,367 
2023                             45,387 
                         Total  460,536                          Total  644,479 
       All outstanding liabilities before 2012, net of reinsurance   531        All outstanding liabilities before 2014, net of reinsurance   88 
       Liabilities for claims and claims adjustment expenses, net of reinsurance  $157,594        Liabilities for claims and claims adjustment expenses, net of reinsurance  $157,172 

-90--88-

Workers’ Compensation    At December 31, 2021 
Commercial Multi-Peril    At December 31, 2023 
 Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
        
Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
       
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims 
 Unaudited           Unaudited          
(dollars and reported claims in thousands)(dollars and reported claims in thousands)                            (dollars and reported claims in thousands)                            
2012 $39,142  $39,516  $38,827  $37,926  $37,163  $36,468  $35,954  $35,932  $36,014  $36,056  $39  5 
2013    46,325  47,027  44,289  42,828  42,327  42,555  42,651  42,341  42,427  70  6 
2014       51,508  51,553  49,288  48,537  47,540  47,693  47,849  47,620  68  6  $48,204  $50,135  $51,843  $52,336  $53,294  $53,116  $52,926  $52,933  $53,502  $53,395  $  7 
2015          53,332  49,615  45,991  44,986  43,006  42,597  42,225  328  5     42,070  43,874  44,728  45,104  45,873  45,366  45,420  45,595  46,181    6 
2016             58,814  49,802  47,883  44,969  44,098  43,559  532  5        43,005  46,988  48,267  48,871  48,732  48,823  48,802  48,374  135  6 
2017                60,450  56,351  52,687  51,464  49,557  1,461  5           56,185  56,043  56,517  54,812  55,076  54,244  55,002  187  7 
2018                   62,197  55,291  52,514  47,912  2,171  6              66,265  66,470  67,749  67,810  65,911  65,900  624  7 
2019                      60,998  59,624  57,728  3,474  6                 71,865  73,836  76,326  75,821  76,015  2,093  7 
2020                         57,172  57,850  5,494  5                    83,195  79,910  76,490  74,796  4,524  8 
2021                             67,035  21,111  6                       116,827  117,574  119,321  14,055  7 
2022                         142,395  141,935  27,544  7 
2023                             129,069  43,788  5 
                         Total  $491,969                                Total  $809,988       

Workers’ Compensation                              
Commercial Multi-Peril                              
 
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
  
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
 
Accident Year 2012  2013  2014  2015  2016  2017  2018  2019  2020  2021  2014  2015  2016  2017  2018  2019  2020  2021  2022  2023 
 Unaudited     Unaudited    
(in thousands)(in thousands)                            (in thousands)                            
2012 $11,097  $22,963  $28,812  $31,244  $33,196  $34,177  $34,460  $34,622  $34,691  $34,973 
2013    13,052  26,043  32,783  36,351  38,877  39,617  40,361  40,827  41,209 
2014       13,932  28,513  36,284  40,393  42,465  43,866  44,403  44,671  $27,920  $35,520  $40,936  $47,021  $50,017  $51,615  $52,103  $52,252  $52,875  $53,074 
2015          13,071  27,531  34,192  36,929  37,936  38,596  39,096     21,837  29,419  34,323  39,162  42,849  44,090  44,439  44,764  45,572 
2016             14,709  30,344  37,178  40,570  41,208  41,543        19,660  29,402  34,612  41,193  43,435  44,944  47,432  48,048 
2017                15,581  31,990  39,684  42,954  44,242           27,399  36,926  42,691  46,361  49,488  51,494  52,422 
2018                   17,644  31,928  37,072  41,611              30,597  42,296  48,050  54,913  59,118  62,253 
2019                      16,939  33,009  41,740                 28,210  41,266  47,522  55,951  63,156 
2020                         14,591  32,817                    34,729  46,193  52,646  58,754 
2021                             20,931                       46,768  69,735  82,580 
2022                         57,641  86,664 
2023                             56,238 
                         Total  382,833                          Total  608,761 
       All outstanding liabilities before 2012, net of reinsurance   4,643        All outstanding liabilities before 2014, net of reinsurance   521 
       Liabilities for claims and claims adjustment expenses, net of reinsurance  $113,779        Liabilities for claims and claims adjustment expenses, net of reinsurance  $201,748 

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-91-Index
Workers’ Compensation    At December 31, 2023 
  Incurred Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
       
Accident
Year
 2014  2015  2016  2017  2018  2019  2020  2021  2022  2023  Total IBNR Plus Expected Development on Reported Claims  Cumulative Number of Reported Claims 
  Unaudited          
(dollars and reported claims in thousands)                            
2014 $51,508  $51,553  $49,288  $48,537  $47,540  $47,693  $47,849  $47,620  $47,794  $47,623  $7   6 
2015      53,332   49,615   45,991   44,986   43,006   42,597   42,225   42,043   41,875   141   6 
2016          58,814   49,802   47,883   44,969   44,098   43,559   43,484   43,447   387   6 
2017              60,450   56,351   52,687   51,464   49,557   48,802   48,668   753   6 
2018                  62,197   55,291   52,514   47,912   47,007   46,742   924   6 
2019                      60,998   59,624   57,728   56,480   55,893   1,003   7 
2020                          57,172   57,850   57,384   56,714   1,824   6 
2021                              67,035   65,530   64,225   3,550   7 
2022                                  67,046   67,331   6,428   7 
2023                                      62,401   21,881   5 
                                  Total  $534,919         

Workers’ Compensation                              
  
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance
For the Year Ended December 31,
 
Accident
Year
 2014  2015  2016  2017  2018  2019  2020  2021  2022  2023 
  Unaudited    
(in thousands)                            
2014 $13,932  $28,513  $36,284  $40,393  $42,465  $43,866  $44,403  $44,671  $45,314  $45,905 
2015      13,071   27,531   34,192   36,929   37,936   38,596   39,096   39,478   39,762 
2016          14,709   30,344   37,178   40,570   41,208   41,543   41,809   42,195 
2017              15,581   31,990   39,684   42,954   44,242   45,174   45,935 
2018                  17,644   31,928   37,072   41,611   43,279   44,359 
2019                      16,939   33,009   41,740   47,121   50,079 
2020                          14,591   32,817   44,089   48,259 
2021                              20,931   42,633   51,781 
2022                                  18,643   41,225 
2023                                      17,546 
                                  Total   427,046 
          All outstanding liabilities before 2014, net of reinsurance   5,251 
          Liabilities for claims and claims adjustment expenses, net of reinsurance  $113,124 

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The following table presents a reconciliation of the net incurred and paid claims development tables to the liability for claims and claims adjustment expenses in our consolidated balance sheet:
 
 At December 31,  At December 31, 
(in thousands) 2021
  2023
 
Net outstanding liabilities:      
Personal automobile $101,429  $104,457 
Homeowners 22,960  25,294 
Commercial automobile 160,817  157,172 
Commercial multi-peril 157,593  201,748 
Workers compensation
 113,779  113,124 
Other  24,953   34,916 
  581,531   636,711 
      
Reinsurance recoverable:      
Personal automobile $110,925  $98,157 
Homeowners 13,200  15,325 
Commercial automobile 107,037  94,517 
Commercial multi-peril 98,848  118,979 
Workers compensation
 92,352  84,766 
Other  6,616   6,643 
  428,978   418,387 
Unallocated loss adjustment expenses $67,111  $71,059 
Gross liability for unpaid losses and loss expenses $1,077,620  $1,126,157 


The following table presents supplementary information about average historical claims duration as of December 31, 2021:2023:

  Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance 
Years  1   2   3   4   5   6   7   8   9   10 
Personal automobile  64.8%  16.9%  8.6%  4.3%  2.3%  0.8%  0.4%  0.4%  0%  0%
Homeowners  81.5   15.0   1.3   0.5   0.3   0.1   0.2   0   0   0 
Commercial automobile  41.7   18.3   12.8   12.0   6.2   3.2   1.1   0.2   0   0.8 
Commercial multi-peril  45.4   16.9   9.4   10.2   6.5   3.5   1.5   0.6   0.2   0.4 
Workers’ compensation  31.0   31.8   15.2   7.7   3.7   1.9   1.2   0.7   0.5   0.8 

  Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance 
Years  1   2   3   4   5   6   7   8   9   10 
Personal automobile  65.6%  16.9%  8.5%  4.2%  2.2%  0.9%  0.5%  0.1%  0.4%  0.3%
Homeowners  81.1   16.0   1.2   0.5   0.2   0.2   0.1
      0.1    
Commercial automobile  42.3   18.1   14.4   11.9   6.2   3.7   1.4   0.4      0.1 
Commercial multi-peril  44.3   17.6   9.8   10.3   6.6   3.4   2.1   0.8   1.5   0.4 
Workers’ compensation  30.9   32.6   15.6   8.1   3.3   1.9   1.1   0.8   1.0   1.2 
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9 - Borrowings

Lines of Credit


In August 2020, we entered into a credit agreement with Manufacturers and Traders Trust Company (“M&T”) that related to a $20.0 million unsecured demand line of credit. The line of credit has no expiration date, no annual fees and no covenants. At December 31, 2021,2023, we had no outstanding borrowings from M&T and had the ability to borrow up to $20.0 million at interest rates equal to the then-current LIBORTerm SOFR rate plus 2.00%2.11%.

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Atlantic States is a member of the FHLB of Pittsburgh. Through its membership, Atlantic States has the ability to issue debt to the FHLB of Pittsburgh in exchange for cash advances. Atlantic States has a fixed-rate cash advance of $35.0 million that was outstanding at December 31, 2021.2023. The cash advance carries a fixed interest rate of 1.74% and is due in August 2024. In March 2020, Atlantic States issued $50.0 million of debt to the FHLB of Pittsburgh in exchange for a cash advance in the same amount that carried a fixed interest rate of 0.83%. Atlantic States obtained this contingent liquidity funding in light of uncertainty surrounding the economic impact of the COVID-19 pandemic. Atlantic States repaid this advance when it became due in March 2021.



The table below presents the amount of FHLB of Pittsburgh stock Atlantic States purchased, collateral pledged and assets related to Atlantic States’ membership in the FHLB of Pittsburgh at December 31, 2021.2023.

FHLB stock purchased and owned as part of the agreement $1,575,600  $1,591,800 
Collateral pledged, at par (carrying value $43,486,897)
 43,074,486 
Collateral pledged, at par (carrying value $42,729,397)
 45,690,038 
Borrowing capacity currently available 6,913,889  5,107,416 

Subordinated Debentures
 

In September 2021, upon receipt of approval from the Michigan Department of Insurance and Financial Services, MICO repaid in full the $5.0 million surplus note held previously by Donegal Mutual, along with accrued interest of $178,082.

10 - Reinsurance

Unaffiliated Reinsurers


Our insurance subsidiaries and Donegal Mutual participate in a consolidated third-party reinsurance program, for which the coverage and parameters are common to all of our insurance subsidiaries and Donegal Mutual. The program utilizes several different reinsurers, all of which have an A.M. Best rating of A- (Excellent) or better or, with respect to foreign reinsurers, have a financial condition that, in the opinion of our management, is equivalent to a company with at least an A- rating from A.M. Best. The following information describes the external reinsurance Donegal Mutual and our insurance subsidiaries had in place for 2021:2023:


excess of loss reinsurance, under which Donegal Mutual and our insurance subsidiaries recovered losses over a set retention of $3.0 million for all losses other than workers’ compensation and a retention of $2.0 million for workers’ compensation losses; and our insurance subsidiaries recovered losses over a set retention of $2.0 million; and

catastrophe reinsurance, under which Donegal Mutual and our insurance subsidiaries recovered 100% of an accumulation of many losses resulting from a single event, including natural disasters, over a set retention of $15.0$25.0 million up to aggregate losses of $185.0$175.0 million per occurrence.


As many as 3124 reinsurers provided coverage for 20212023 on any one treaty with no reinsurer taking more than 20%17.5% of any one treaty. The amount of coverage provided under each of these types of reinsurance depended upon the amount, nature, size and location of the risks being reinsured.



In order to write automobile insurance in the State of Michigan, MICO is required to be a member of the Michigan Catastrophic Claims Association (“MCCA”).  The MCCA provides reinsurance to MICO for personal automobile and commercial automobile personal injury claims in the state of Michigan over a set retention.  In November 2021, the MCCA approved the return of approximately $3.0 billion of its estimated surplus to its member insurance companies and provided guidance to those companies with respect to the payment of refunds to Michigan policyholders in the first half of 2022. We recorded a receivable from the MCCA and a corresponding payable for cash refunds due to Michigan policyholders in the amount of $18.1 million on our balance sheet as of December 31, 2021.

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In addition to the pooling agreement and third-party reinsurance, our insurance subsidiaries had a catastrophe reinsurance agreement with Donegal Mutual, under which each of our insurance subsidiaries recovered 100% of an accumulation of multiple losses resulting from a single event, including natural disasters, over a set retention of $2.0$3.0 million up to aggregate losses of $13.0$22.0 million per occurrence. The agreement also provided additional coverage for an accumulation of losses from a single event including a combination of our insurance subsidiaries over a combined retention of $5.0$6.0 million.


Our insurance subsidiaries and Donegal Mutual also purchased facultative reinsurance to cover certain exposures, including property exposures in excess of the covered limits of their respective treaty reinsurance.


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The following amounts represent ceded reinsurance transactions with unaffiliated reinsurers during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Premiums written $38,173,733  $34,165,635  $36,941,997  $43,030,879  $37,002,702  $38,173,733 
Premiums earned 37,984,833  35,358,765  39,732,282  42,416,710  36,947,675  37,984,833 
Losses and loss expenses 29,999,528  9,835,268  33,615,819  16,318,760  31,096,016  29,999,528 
Prepaid reinsurance premiums 6,063,759  5,874,859  7,067,989  6,732,955  6,118,784  6,063,759 
Liability for losses and loss expenses 138,909,584  133,158,907  139,694,097  116,717,187  149,628,406  138,909,584 

Total Reinsurance



The following amounts represent total ceded reinsurance transactions with both affiliated and unaffiliated reinsurers during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Premiums earned $399,284,886  $356,669,937  $314,859,014  $388,073,427  $383,059,075  $399,284,886 
Losses and loss expenses 282,083,985  231,771,575  240,241,845  275,171,587  249,037,288  282,083,985 
Prepaid reinsurance premiums 176,935,842  169,418,333  142,475,767  168,724,466  160,591,399  176,935,842 
Liability for losses and loss expenses 451,261,306  404,818,480  362,768,427  437,013,974  451,184,222  451,261,306 


The following amounts represent the effect of reinsurance on premiums written for 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Direct $609,204,706  $586,681,839  $589,572,526  $702,227,408  $641,971,207  $609,204,706 
Assumed  601,864,198   539,070,557   485,233,762   589,675,724   568,272,026   601,864,198 
Ceded  (406,802,395)  (383,612,503)  (322,204,999)  (396,206,492)  (366,714,634)  (406,802,395)
Net premiums written $804,266,509  $742,139,893  $752,601,289  $895,696,640  $843,528,599  $804,266,509 


The following amounts represent the effect of reinsurance on premiums earned for 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Direct $601,408,581  $584,537,580  $591,101,804  $686,584,907  $627,331,528  $601,408,581 
Assumed  573,891,506   514,172,696   479,835,610   583,559,906   578,216,997   573,891,506 
Ceded  (399,284,886)  (356,669,937)  (314,859,014)  (388,073,427)  (383,059,075)  (399,284,886)
Net premiums earned $776,015,201  $742,040,339  $756,078,400  $882,071,386  $822,489,450  $776,015,201 
Percentage of assumed premiums earned to net premiums earned  74.0%  69.3%  63.5%  66.2%  70.3%  74.0%

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11 - Income Taxes



Our provision for income tax expense (benefit) for 2021, 20202023, 2022 and 20192021 consisted of the following:
 
  2021
  2020
  2019
 
Current federal income tax $3,998,431  $10,450,803  $8,454,358 
Deferred federal income tax  1,085,903   6,448   649,928 
Federal income tax expense $5,084,334  $10,457,251  $9,104,286 
Pennsylvania income tax  0   0   825,000 
Income tax expense $5,084,334  $10,457,251  $9,929,286 
  2023
  2022
  2021
 
Current federal income tax $408,575  $1,280,041  $3,998,431 
Deferred federal income tax  229,397   (2,958,735)  1,085,903 
Income tax expense (benefit)
 $637,972  $(1,678,694) $5,084,334 

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Our effective tax rate is different from the amount computed at the statutory federal rate of 21%. The reasons for such difference and the related tax effects are as follows:
 
  2021
  2020
  2019
 
Income before income tax expense $30,338,508  $63,272,503  $57,081,030 
Computed “expected” taxes  6,371,087   13,287,226   11,987,016 
Tax-exempt interest  (1,491,154)  (1,468,806)  (1,325,197)
Proration  401,717   395,663   357,044 
Dividends received deduction  (115,713)  (113,845)  (1,913,238)
Net operating loss carryback  0   (1,640,084)  0 
Tax benefit on exercise of options  (438,850)  (302,901)  (64,765)
Other, net  357,247   299,998   236,676 
Pennsylvania income tax, net of federal benefit  0   0   651,750 
Income tax expense $5,084,334  $10,457,251  $9,929,286 
  2023
  2022
  2021
 
Income (loss) before income tax expense (benefit)
 $5,063,476  $(3,638,099) $30,338,508 
Tax at federal statutory rate  1,063,330   (764,001)  6,371,087 
Tax-exempt interest  (1,328,312)  (1,446,102)  (1,491,154)
Proration  351,415   384,944   401,717 
Dividends received deduction  (77,348)  (93,675)  (115,713)
Stock options  595,602   216,893   148,320 
Additional tax paid for prior year  159,261   (6,071)  (15,874)
Other, net  (125,976)  29,318   (214,049)
Income tax expense (benefit)
 $637,972  $(1,678,694) $5,084,334 


The tax effects of temporary differences that give rise to significant portions of our deferred tax assets and deferred tax liabilities at December 31, 20212023 and 20202022 are as follows:
 
 2021
  2020
  2023
  2022
 
Deferred tax assets:            
Unearned premium $16,674,502  $15,481,602  $18,130,477  $17,560,126 
Loss reserves  9,568,677   8,808,342   10,067,846   9,712,582 
Net operating loss carryforward  25,174   104,041 
Net unrealized losses  8,743,238   11,088,307 
Net state operating loss carryforward - DGI Parent  7,865,563   7,850,334   8,072,420   8,068,185 
Other  1,859,687   2,342,967   1,492,635   1,472,110 
Total gross deferred tax assets  35,993,603   34,587,286   46,506,616   47,901,310 
Less valuation allowance  (7,865,563)  (7,850,334)  (8,072,420)  (8,068,185)
Net deferred tax assets  28,128,040   26,736,952   38,434,196   39,833,125 
Deferred tax liabilities:                
Deferred policy acquisition costs  14,285,958   12,422,961   15,759,115   15,365,749 
Loss reserve transition adjustment  1,148,529   1,440,793   564,002   856,267 
Other  6,007,934   7,190,085   2,578,554   2,008,092 
Total gross deferred tax liabilities  21,442,421   21,053,839   18,901,671   18,230,108 
Net deferred tax asset $6,685,619  $5,683,113  $19,532,525  $21,603,017 


Our income tax expense for 2020 included a $1.6 million income tax benefit related to the carryback of 2018 net operating losses to past tax years with higher statutory income tax rates than are currently in effect, as allowed under the Coronavirus Aid, Relief and Economic Security Act that was enacted in March 2020.

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We provide a valuation allowance when we believe it is more likely than not that we will not realize some portion of a deferred tax asset. At December 31, 20212023 and 2020,2022, we established a valuation allowance of $7.9$8.1 million for theour net state operating loss carryforward, of DGI. which will expire between 2024 and 2043 . We determined that we were not required to establish a valuation allowance for the other net deferred tax assets of $28.1$38.4 million and $26.7$39.8 million at December 31, 20212023 and 2020,2022, respectively, since it is more likely than not that we will realize these deferred tax assets through reversals of existing temporary differences, future taxable income and our implementation of tax-planning strategies.


Tax years 2016 through 2021 remained open for examination by
We are no longer subject to income tax authorities at December 31, 2021. Federal income taxes recoverable at December 31, 2021 and 2020 included refunds of $2.3 million due to usexaminations for tax years prior to 2021.2016. In 2019, the Internal Revenue Service (“IRS”) began a federal income tax audit of our consolidated tax returns for tax years 2016 to 2018. No material issues have been raised and no adjustments have been proposed as a result of this ongoing audit.

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12 - Stockholders’ Equity


Each share of our Class A common stock outstanding at the time of the declaration of any dividend or other distribution payable in cash upon the shares of our Class B common stock is entitled to a dividend or distribution payable at the same time and to stockholders of record on the same date in an amount at least 10% greater than any dividend declared upon each share of our Class B common stock. In the event of our merger or consolidation with or into another entity, the holders of our Class A common stock and the holders of our Class B common stock are entitled to receive the same per share consideration in such merger or consolidation. In the event of our liquidation, dissolution or winding-up, any assets available to common stockholders will be distributed pro-rata to the holders of our Class A common stock and our Class B common stock after payment of all of our obligations.


On July 18, 2013, our board of directors authorized a share repurchase program pursuant to which we have the authority to purchase up to 500,000 additional shares of our Class A common stock at prices prevailing from time to time in the open market subject to the provisions of the SEC Rule 10b-18 and in privately negotiated transactions. We did 0tnot purchase any shares of our Class A common stock under this program during 2021, 20202023, 2022 or 2019.2021. We have purchased a total of 57,658 shares of our Class A common stock under this program from its inception through December 31, 2021.2023.


 At December 31, 20212023 and 2020,2022, our treasury stock consisted of 3,002,588 and 72,465 shares of Class A common stock and Class B common stock, respectively.

13 - Stock Compensation Plans

Equity Incentive Plans


Since 1996, we have maintained an Equity Incentive Plan for Employees. During 2019, we adopted a plan that made a total of 4,500,000 shares of Class A common stock available for issuance to employees of our subsidiaries and affiliates. The plan provides for the granting of awards by our board of directors in the form of stock options, stock appreciation rights, restricted stock or any combination of the above. The plan provides that stock options may become exercisable up to five years from their date of grant, with an option price not less than fair market value on the date preceding the date of grant. We have not granted any stock appreciation rights.


Since 1996, we have maintained an Equity Incentive Plan for Directors. During 2019, we adopted a plan that made 500,000 shares of Class A common stock available for issuance to our directors and the directors of our subsidiaries and affiliates.Weaffiliates. We may make awards in the form of stock options. The plan also provides for the issuance of 500 shares of restricted stock on the first business day of January in each year to each of our directors and each director of Donegal Mutual who does not serve as one of our directors. We issued 10,0008,500 shares of restricted stock on January 4, 20213, 2023 under our director plan. We issued 8,500 shares of restricted stock on January 2, 20204, 2022 under our director plan. We issued 8,50010,000 shares of restricted stock on January 2, 20194, 2021 under our prior director plan.


No further shares are available for future option grants for plans in effect prior to 2019.

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We measure all share-based payments to employees, including grants of employee stock options, using a fair-value-based method and record such expense in our results of operations. In determining the expense we record for stock options granted to directors and employees of our subsidiaries and affiliates, we estimate the fair value of each option award on the date of grant using the Black-Scholes option pricing model. The significant assumptions we utilize in applying the Black-Scholes option pricing model are the risk-free interest rate, expected term, dividend yield and expected volatility. The risk-free interest rate is the implied yield currently available on U.S. Treasury zero coupon issues with a remaining term equal to the expected term used as the assumption in the model. We base the expected term of an option award on our historical experience for similar awards. We determine the dividend yield by dividing the per share dividend by the grant date stock price. We base the expected volatility on the volatility of our stock price over a historical period comparable to the expected term.

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The weighted-average grant date fair value of options we granted during 2023 was $1.51. We calculated this fair value based upon a risk-free interest rate of 4.12%, an expected life of three years, an expected volatility of 20% and an expected dividend yield of 5%.


The weighted-average grant date fair value of options we granted during 2022 was $1.48. We calculated this fair value based upon a risk-free interest rate of 3.91%, an expected life of three years, an expected volatility of 22% and an expected dividend yield of 5%.


The weighted-average grant date fair value of options we granted during 2021 was $1.21. We calculated this fair value based upon a risk-free interest rate of 0.91%, an expected life of three years, an expected volatility of 20% and an expected dividend yield of 4%.


The weighted-average grant date fair value of options we granted during 2020 was $1.15. We calculated this fair value based upon a risk-free interest rate of 0.20%, an expected life of three years, an expected volatility of 20% and an expected dividend yield of 4%.


The weighted-average grant date fair value of options we granted during 2019 was $1.15. We calculated this fair value based upon a risk-free interest rate of 1.64%, an expected life of three years, an expected volatility of 17% and an expected dividend yield of 4%.


We charged compensation expense for our stock compensation plans against income before income taxes of $965,701, $1.1 million$876,569, $818,853 and $1.4 million$965,701 for the years ended December 31, 2021, 20202023, 2022 and 2019,2021, respectively, with a corresponding income tax benefit of $202,797, $229,698$184,079, $171,959 and $288,901.$202,797. At December 31, 20212023 and 2020,2022, our total unrecognized compensation cost related to non-vested share-based compensation granted under our stock compensation plans was $1.5$1.9 million and $1.6$1.7 million, respectively. We expect to recognize this cost over a weighted average period of 1.92.0 years.


During 2023, we received cash from option exercises under all stock compensation plans of $6.8 million. We realized actual tax benefits for the tax deductions from option exercises of share-based compensation of $139,135 for 2023. During 2022, we received cash from option exercises under all stock compensation plans of $17.4 million. We realized actual tax benefits for the tax deductions from option exercises of share-based compensation of $360,452 for 2022. During 2021, we received cash from option exercises under all stock compensation plans of $12.3 million. We realized actual tax benefits for the tax deductions from option exercises of share-based compensation of $438,850 for 2021. During 2020, we received cash from option exercises under all stock compensation plans of $17.5 million. We realized actual tax benefits for the tax deductions from option exercises of share-based compensation of $302,901 for 2020. During 2019, we received cash from option exercises under all stock compensation plans of $2.9 million. We realized actual tax benefits for the tax deductions from option exercises of share-based compensation of $64,765 for 2019.

-97--96-


Information regarding activity in our stock option plans follows:
 
  Number of Options  Weighted-Average Exercise Price Per Share 
Outstanding at December 31, 2018  10,024,862  $15.09 
Granted - 2019  1,045,400   14.97 
Exercised - 2019  (217,498)  13.23 
Forfeited - 2019  (416,774)  15.88 
Outstanding at December 31, 2019  10,435,990   15.09 
Granted - 2020  935,099   14.45 
Exercised - 2020  (1,294,606)  13.52 
Forfeited - 2020  (303,908)  15.23 
Expired - 2020  (78,223) $13.64 
Outstanding at December 31, 2020  9,694,352  $15.24 
Granted - 2021  906,500   14.39 
Exercised - 2021  (946,646)  13.00 
Forfeited - 2021  (404,664)  15.69 
Expired - 2021  (1,139,816) $16.40 
Outstanding at December 31, 2021  8,109,726  $15.22 
Exercisable at:        
December 31, 2019  8,449,389  $15.13 
December 31, 2020  7,786,934  $15.42 
December 31, 2021  6,297,849  $15.43 
  Number of Options  
Weighted-Average Exercise
Price Per Share
 
Outstanding at December 31, 2020  9,694,352  $15.24 
Granted - 2021  906,500   14.39 
Exercised - 2021  (946,646)  13.00 
Forfeited - 2021  (404,664)  15.69 
Expired - 2021  (1,139,816)  16.40 
Outstanding at December 31, 2021  8,109,726   15.22 
Granted - 2022  956,600   14.08 
Exercised - 2022  (1,202,806)  14.50 
Forfeited - 2022  (545,618)  15.35 
Expired - 2022  (935,723)  16.81 
Outstanding at December 31, 2022  6,382,179  
14.94 
Granted - 2023  959,200   13.87 
Exercised - 2023  (493,866)  13.79 
Forfeited - 2023  (379,288)  15.29 
Expired - 2023  (1,415,897) 
15.81 
Outstanding at December 31, 2023  5,052,328  $14.58 
Exercisable at:        
December 31, 2021  6,297,849  $15.43 
December 31, 2022  4,627,630  $15.21 
December 31, 2023  3,234,327  $14.90 


Shares available for future option grants at December 31, 20212023 totaled 2.2 million569,540 shares under all plans.


The following table summarizes information about stock options outstanding at December 31, 2021:2023:
 
Grant Date Exercise Price  Number of Options Outstanding 
Weighted-Average
Remaining
Contractual Life
 Number of Options Exercisable  Exercise Price  Number of Options Outstanding 
Weighted-Average
Remaining
Contractual Life
 Number of Options Exercisable 
December 20, 2012 14.50  874,014 1.0 years 874,014 
December 19, 2013 15.90  1,784,970 2.0 years 1,784,970 
December 18, 2014 15.80  1,116,965 3.0 years 1,116,965  $
15.80  883,839 1.0 years 883,839 
December 21, 2017 17.60  735,700 1.0 years 735,700 
December 20, 2018 13.69  824,877 2.0 years 824,877 
March 4, 2019 13.51  10,000 2.2 years 10,000 
December 19, 2019 14.98  986,100 3.0 years 657,393  14.98  819,765 1.0 years 819,765 
December 17, 2020 14.43  871,800 4.0 years 290,597  14.43  701,024 2.0 years 701,024 
January 4, 2021 14.07  10,000 4.0 years 3,333  14.07  10,000 2.0 years 10,000 
December 16, 2021 14.39   895,300 5.0 years  0  14.39  764,500 3.0 years 509,666 
February 9, 2022 14.15  2,000 3.1 years 2,000 
April 18, 2022 13.28  10,000 3.3 years 6,667 
December 15, 2022 14.09  904,100 4.0 years 301,366 
December 21, 2023
 13.87   957,100 5.0 years
   
 Total   8,109,726    6,297,849  Total   5,052,328    3,234,327 

Employee Stock Purchase Plan


Since 1996, we have maintained an Employee Stock Purchase Plan. During 2011, we adopted a plan that made 300,000 shares of our Class A common stock available for issuance, which we amended in 2019 to make 500,000 shares of our Class A common stock available for issuance. The 2011 plan expired during 2021. During 2021, we adopted a new plan that made 500,000 shares of our Class A common stock available for issuance and extends over a 10-year period. The plan provides for shares to be offered to all eligible employees at a purchase price equal to the lesser of 85%of the fair market value of our Class A common stock on the last day before the first day of each enrollment period (June 1 and December 1 of each year) under the plan or 85% of the fair market value of our Class A common stock on the last day of each subscription period (June 30 and December 31 of each year).

-98--97-


A summary of plan activity follows:
 
  Shares Issued 
  Price  Shares 
January 1, 2019  11.60   24,834 
July 1, 2019  12.24   22,926 
January 1, 2020  12.28   20,424 
July 1, 2020  12.09   22,662 
January 1, 2021  11.96   23,336 
July 1, 2021  11.88   24,619 
  Shares Issued 
  Price  Shares 
January 1, 2021 $
11.96   23,336 
July 1, 2021  11.88   24,619 
January 1, 2022  12.15   24,907 
July 1, 2022  11.56   23,454 
January 1, 2023  12.07   26,545 
July 1, 2023  12.27   28,912 


On January 1, 2022,2024, we issued 24,90729,787 shares at a price of $12.15$11.89 per share under this plan.

Agency Stock Purchase Plan


Since 1996, we have maintained an Agency Stock Purchase Plan. During 2018, we adopted a plan that made 350,000 shares of our Class A common stock available for issuance to agents of our insurance subsidiaries and Donegal Mutual. During 2021, we amended the 2018 plan to make 400,000 shares of our Class A common stock available for issuance. The 2018 plan expired in 2021. During 2021, we adopted a new plan that made 500,000 shares of our Class A common stock available for issuance to agents of our insurance subsidiaries and Donegal Mutual. The plan permits an agent to invest up to $12,000 per subscription period (April 1 to September 30 and October 1 to March 31 of each year) under various methods. We issue stock at the end of each subscription period at a price equal to 90% of the average market price during the last ten trading days of each subscription period. During 2021, 20202023, 2022 and 2019,2021, we issued 99,828, 101,64786,469, 104,393 and 110,83699,828 shares, respectively, under this plan. The expense we recognized under this plan was not material.

14 - Statutory Net Income, Capital and Surplus and Dividend Restrictions


The following table presents selected information, as filed with state insurance regulatory authorities, for our insurance subsidiaries as determined in accordance with accounting practices prescribed or permitted by such insurance regulatory authorities:
 
-99--98-

 2021
  2020
  2019
  2023
  2022
  2021
 
Atlantic States:                  
Statutory capital and surplus $278,883,189  $279,796,696  $259,030,868  $273,626,140  $263,579,356  $278,883,189 
Statutory unassigned surplus  174,073,348   175,777,393   155,909,822   167,301,333   158,056,862   174,073,348 
Statutory net (loss) income  (7,417,845)  20,735,871   22,282,231 
Southern:            
Statutory net income (loss)
  7,193,716   (3,124,687)  (7,417,845)
MICO:            
Statutory capital and surplus  64,238,221   57,142,228   54,405,568   71,608,571   75,441,871   75,197,207 
Statutory unassigned surplus (deficit)  7,330,382   300,409   (2,375,794)
Statutory net income  6,927,576   4,350,677   5,061,477 
Statutory unassigned surplus
  49,582,271   53,422,483   53,201,571 
Statutory net income (loss)
  3,298,940   (233,391)  7,704,417 
Peninsula:                        
Statutory capital and surplus  47,867,789   49,285,069   39,244,570   50,398,403   52,234,684   47,867,789 
Statutory unassigned surplus  29,558,589   30,975,869   20,936,805   32,089,203   33,925,484   29,558,589 
Statutory net income  3,536,404   10,955,796   7,360,378   4,121,754   4,192,697   3,536,404 
MICO:            
Southern:
            
Statutory capital and surplus  75,197,207   72,183,575   65,768,590   68,041,175   64,463,124   64,238,221 
Statutory unassigned surplus  53,201,571   45,247,698   38,910,008   (8,907,602)  7,523,951   7,330,382 
Statutory net income  7,704,417   12,240,173   9,976,610 
Statutory net (loss) income  (16,927,267)  (410,561)  6,927,576 


Our principal source of cash for payment of dividends is dividends from our insurance subsidiaries. State insurance laws require our insurance subsidiaries to maintain certain minimum capital and surplus amounts on a statutory basis. Our insurance subsidiaries are subject to regulations that restrict the payment of dividends from statutory surplus and may require prior approval of their domiciliary insurance regulatory authorities. Our insurance subsidiaries are also subject to risk-based capital (“RBC”) requirements that may further impact their ability to pay dividends. Our insurance subsidiaries’ statutory capital and surplus at December 31, 20212023 exceeded the amount of statutory capital and surplus necessary to satisfy regulatory requirements, including the RBC requirements, by a significant margin. Amounts available for distribution to us as dividends from our insurance subsidiaries without prior approval of insurance regulatory authorities in 20222024 are approximately $27.9$27.4 million from Atlantic States, $6.9$7.2 million from Southern, $4.8MICO and $5.0 million from Peninsula, and $7.7 million from MICO, or a total of approximately $47.3$39.6 million.

15 - Reconciliation of Statutory Filings to Amounts Reported in the Consolidated Financial Statements


Our insurance subsidiaries must file financial statements with state insurance regulatory authorities using accounting principles and practices prescribed or permitted by those authorities. We refer to these accounting principles and practices as statutory accounting principles (“SAP”). Accounting principles used to prepare these SAP financial statements differ from those used to prepare financial statements on the basis of GAAP.

-100-


Reconciliations of statutory net (loss) income and capital and surplus, as determined using SAP, to the net income (loss) and stockholders’ equity amounts included in the accompanying consolidated financial statements are as follows:
 
 Year Ended December 31,  Year Ended December 31, 
 2021
  2020
  2019
  2023
  2022
  2021
 
Statutory net income of insurance subsidiaries $10,750,552  $48,282,517  $44,680,696 
Statutory net (loss) income of insurance subsidiaries $(2,312,857) $424,058  $10,750,552 
Increases (decreases):                        
Deferred policy acquisition costs  8,871,415   (127,901)  (1,330,268)  1,873,174   5,141,857   8,871,415 
Deferred federal income taxes  (1,085,903)  (6,448)  639,284   (229,397)  2,958,735   (1,085,903)
Salvage and subrogation recoverable  2,551,800   713,400   207,000   3,644,800   5,195,800   2,551,800 
Consolidating eliminations and adjustments  (18,769)  (9,516,984)  (11,048,314)  (10,574,579)  (14,791,466)  (18,769)
Parent-only net income  4,185,079   13,470,668   14,003,346 
Net income $25,254,174  $52,815,252  $47,151,744 
Parent-only net income (loss)
  12,024,363   (888,389)  4,185,079 
Net income (loss)
 $4,425,504  $(1,959,405) $25,254,174 

  December 31, 
  2021
  2020
  2019
 
Statutory capital and surplus of insurance subsidiaries $466,186,406  $458,407,568  $418,449,596 
Increases (decreases):            
Deferred policy acquisition costs  68,028,373   59,156,958   59,284,859 
Deferred federal income taxes  (21,294,388)  (18,586,428)  (15,477,843)
Salvage and subrogation recoverable  23,510,400   20,958,600   20,245,200 
Non-admitted assets and other adjustments, net  929,862   1,315,378   1,727,754 
Fixed maturities  5,958,434   15,309,610   (326,795)
Parent-only equity and other adjustments  (12,283,000)  (18,787,566)  (32,887,252)
Stockholders’ equity $531,036,087  $517,774,120  $451,015,519 
-99-

  December 31, 
  2023
  2022
  2021
 
Statutory capital and surplus of insurance subsidiaries $463,674,289  $455,719,035  $466,186,406 
Increases (decreases):            
Deferred policy acquisition costs  75,043,404   73,170,230   68,028,373 
Deferred federal income taxes  (13,072,768)  (23,794,084)  (21,294,388)
Salvage and subrogation recoverable  32,351,000   28,706,200   23,510,400 
Non-admitted assets and other adjustments, net  1,328,142   712,623   929,862 
Fixed maturities  (41,036,366)  (49,367,986)  5,958,434 
Parent-only equity and other adjustments  (38,542,347)  (1,553,006)  (12,283,000)
Stockholders’ equity $479,745,354  $483,593,012  $531,036,087 

16 - Supplementary Cash Flow Information


The following table reflects net income taxes we paid (recovered) and interest we paid during 2021, 20202023, 2022 and 2019:2021:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
Income taxes $6,200,000  $12,800,000  $(9,827,433) $  $4,500,000  $6,200,000
Interest  1,150,211   1,191,800   321,585   618,519   623,947   1,150,211 

-101--100-

17 - Earnings Per Share


We have two classes of common stock, which we refer to as Class A common stock and Class B common stock. Our Class A common stock is entitled to be paid cash dividends that are at least 10% higher than the cash dividends we pay on our Class B common stock. Accordingly, we use the two-class method for the computation of earnings per common share. The two-class method is an earnings allocation formula that determines earnings per share separately for each class of common stock based on dividends declared and an allocation of remaining undistributed earnings using a participation percentage reflecting the dividend rights of each class.


We present below a reconciliation of the numerators and denominators we used in the basic and diluted per share computations for our Class A common stock:
 
 Year Ended December 31,  Year Ended December 31, 
(in thousands) 2021
  2020
  2019
  2023
  2022
  2021
 
Basic earnings per share:         
Basic earnings (loss) per share:         
Numerator:                  
Allocation of net income $21,131  $43,609  $38,718 
Allocation of net income (loss) $3,788  $(1,571) $21,131 
Denominator:                     
Weighted-average shares outstanding  25,388   23,707   22,986   27,469   26,409   25,388 
Basic earnings per share $0.83  $1.84  $1.68 
Diluted earnings per share:         
Basic earnings (loss) per share $0.14  $(0.06) $0.83 
Diluted earnings (loss) per share:            
Numerator:                     
Allocation of net income $21,131  $43,609  $38,718 
Allocation of net income (loss) $3,788  $(1,571) $21,131 
Denominator:                     
Number of shares used in basic computation 25,388  23,707  22,986   27,469   26,409   25,388 
Weighted-average effect of dilutive securities                     
Add: Director and employee stock options  146   180   211   94      146 
Number of shares used in per share computations  25,534   23,887   23,197   27,563   26,409   25,534 
Diluted earnings per share $0.83  $1.83  $1.67 
Diluted earnings (loss) per share $0.14  $(0.06) $0.83 


We used the following information in the basic and diluted per share computations for our Class B common stock:
 
 Year Ended December 31,  Year Ended December 31, 
(in thousands) 2021
  2020
  2019
  2023
  2022
  2021
 
Basic and diluted earnings per share:         
Basic and diluted earnings (loss) per share:         
Numerator:                  
Allocation of net income $4,123  $9,206  $8,434 
Allocation of net income (loss) $638  $(388) $4,123 
Denominator:                     
Weighted-average shares outstanding  5,577   5,577   5,577   5,577   5,577   5,577 
Basic and diluted earnings per share $0.74  $1.65
  $1.51 
Basic and diluted earnings (loss) per share $0.11  $(0.07) $0.74 


During 2021, weWe did not include options to purchase 3,637,635 sharesany effect of our Class A common stockdilutive securities in the computation of diluted earningsloss per share for 2022 because we sustained a net loss for the exercise price of the options was greater than the average market price of our Class A common stock.period.

-102--101-

18 - Condensed Financial Information of Parent Company

Condensed Balance Sheets
(in thousands)
 
December 31, 2021
  2020
  2023
  2022
 
Assets            
Investment in subsidiaries/affiliates (equity method) $554,804  $540,665  $506,855  $509,513 
Short-term investments 9  9  1,469  7,325 
Cash 14,375  15,321  8,043  3,288 
Property and equipment 716  833  504  586 
Other  2,455   1,721   4,866   4,589 
Total assets $572,359  $558,549  $521,737  $525,301 
            
Liabilities and Stockholders’ Equity            
Liabilities            
Cash dividends declared to stockholders $4,915  $4,436  $5,570  $5,297 
Notes payable to subsidiary 35,000  35,000  35,000  35,000 
Other  1,408   1,339   1,422   1,411 
Total liabilities  41,323   40,775   41,992   41,708 
Stockholders’ equity  531,036   517,774   479,745   483,593 
Total liabilities and stockholders’ equity $572,359  $558,549  $521,737  $525,301 

Condensed Statements of Income (Loss) and Comprehensive Income (Loss)
(in thousands)
 
Year Ended December 31, 2021
  2020
  2019
 
Statements of Income         
Revenues         
Dividends from subsidiaries $5,000  $14,000  $4,000 
Realized investment gains  0   0   12,378 
Other  481   463   1,009 
Total revenues  5,481   14,463   17,387 
Expenses            
Operating expenses  1,223   1,258   1,420 
Interest  787   794   1,327 
Total expenses  2,010   2,052   2,747 
Income before income tax (benefit) expense and equity in undistributed net income of subsidiaries  3,471   12,411   14,640 
Income tax (benefit) expense  (714)  (1,059)  636 
Income before equity in undistributed net income of subsidiaries  4,185   13,470   14,004 
Equity in undistributed net income of subsidiaries  21,069   39,345   33,148 
Net income $25,254  $52,815  $47,152 
Statements of Comprehensive Income            
Net income $25,254  $52,815  $47,152 
Other comprehensive (loss) income, net of tax            
Unrealized (loss) gain - subsidiaries  (7,847)  10,627   14,732 
Other comprehensive (loss) income,  net of tax  (7,847)  10,627   14,732 
Comprehensive income $17,407  $63,442  $61,884 
Year Ended December 31, 2023
  2022
  2021
 
Statements of Income (Loss)         
Revenues         
Dividends from subsidiaries $13,000  $  $5,000 
Other  638   526   481 
Total revenues  13,638   526   5,481 
Expenses            
Operating expenses  1,202   1,245   1,223 
Interest  787   787   787 
Total expenses  1,989   2,032   2,010 
Income (loss) before income tax benefit and equity in undistributed net (loss) income of subsidiaries  11,649   (1,506)  3,471 
Income tax benefit  (375)  (618)  (714)
Income (loss) before equity in undistributed net (loss) income of subsidiaries  12,024   (888)  4,185 
Equity in undistributed net (loss) income of subsidiaries  (7,598)  (1,071)  21,069 
Net income (loss) $4,426  $(1,959) $25,254 
Statements of Comprehensive Income (Loss)            
Net income (loss) $4,426  $(1,959) $25,254 
Other comprehensive income (loss), net of tax            
Unrealized gain (loss) - subsidiaries  6,018   (44,988)  (7,847)
Other comprehensive income (loss),  net of tax  6,018   (44,988)  (7,847)
Comprehensive income (loss) $10,444  $(46,947) $17,407 

-103--102-

Condensed Statements of Cash Flows
(in thousands)

Year Ended December 31, 2021
  2020
  2019
  2023
  2022
  2021
 
Cash flows from operating activities:                  
Net income $25,254  $52,815  $47,152 
Net income (loss) $4,426  $(1,959) $25,254 
Adjustments:                        
Equity in undistributed net income of subsidiaries  (21,069)  (39,345)  (33,148)
Realized investment gains  0   0   (12,378)
Equity in undistributed net loss (income) of subsidiaries  7,598   1,071   (21,069)
Other  (536)  (5,615)  490   (168)  (1,972)  (536)
Net adjustments  (21,605)  (44,960)  (45,036)  7,430   (901)  (21,605)
Net cash provided  3,649   7,855   2,116 
Net cash provided (used)  11,856   (2,860)  3,649 
Cash flows from investing activities:                        
Net sale (purchases) of short-term investments  0   2,493   (2,473)  5,856   (7,316)   
Net purchase of property and equipment  (13)  (18)  (150)  (45)     (13)
Sale of DFSC  0   0   33,923 
Sale of equity securities - available for sale  0   0   20,287 
Investment in subsidiaries  (916)  (1,037)  (18,283)  (819)  (768)  (916)
Net cash (used) received  (929)  1,438   33,304 
Other
  30   (28)   
Net cash received (used)  5,022   (8,112)  (929)
Cash flows from financing activities:                        
Cash dividends paid  (19,099)  (16,976)  (16,093)  (21,894)  (20,503)  (19,099)
Issuance of common stock  15,433   20,654   6,481   9,771   20,388   15,433 
Payments on lines of credit  0   0   (25,000)
Net cash (used) received  (3,666)  3,678   (34,612)
Net cash used
  (12,123)  (115)  (3,666)
Net change in cash  (946)  12,971   808   4,755   (11,087)  (946)
Cash at beginning of year  15,321   2,350   1,542   3,288   14,375   15,321 
Cash at end of year $14,375  $15,321  $2,350  $8,043  $3,288  $14,375 

19 - Segment Information


We have 3three reportable segments, which consist of our investment function, our commercial lines of insurance and our personal lines of insurance. Using independent agents, our insurance subsidiaries market commercial lines of insurance to small and medium-sized businesses and personal lines of insurance to individuals.


We evaluate the performance of the commercial lines and personal lines primarily based upon our insurance subsidiaries’ underwriting results as determined under SAP for our total business.


We do not allocate assets to the commercial and personal lines and review the two segments in total for purposes of decision-making. We operate only in the United States, and no single customer or agent provides 10 percent or more of our revenues.


-104--103-


Financial data by segment is as follows:
 
 2021
  2020
  2019
  2023
  2022
  2021
 
 (in thousands)  (in thousands) 
Revenues:                  
Premiums earned:                  
Commercial lines $468,433  $412,877  $385,465  $533,029  $521,227  $478,966 
Personal lines  307,582   329,163   370,613   349,042   301,263   297,049 
GAAP premiums earned 776,015  742,040  756,078   882,071   822,490   776,015 
Net investment income 31,126  29,504  29,515   40,853   34,016   31,126 
Investment gains 6,477  2,778  21,985 
Equity in earnings of DFSC 0  0  295 
Investment gains (losses)
  3,173   (10,185)  6,477 
Other  2,848   3,497   4,578   1,241   1,900   2,848 
Total revenues $816,466  $777,819  $812,451  $927,338  $848,221  $816,466 

 2021
  2020
  2019
  2023
  2022
  2021
 
 (in thousands)  (in thousands) 
Income before income taxes:         
Income (loss) before income taxes:         
Underwriting (loss) income:                  
Commercial lines $(35,174) $(858) $8,404  $(6,998) $(22,665) $(35,174)
Personal lines  17,235   31,764   (1,617)  (35,118)  (13,506)  17,235 
SAP underwriting (loss) income  (17,939)  30,906   6,787 
SAP underwriting loss
  (42,116)  (36,171)  (17,939)
GAAP adjustments  9,945   (959)  (3,079)  3,735   8,667   9,945 
GAAP underwriting (loss) income  (7,994)  29,947   3,708 
GAAP underwriting loss
  (38,381)  (27,504)  (7,994)
Net investment income  31,126   29,504   29,515   40,853   34,016   31,126 
Investment gains  6,477   2,778   21,985 
Equity in earnings of DFSC  0   0   295 
Investment gains (losses)
  3,173   (10,185)  6,477 
Other  730   1,043   1,578   (582)  35   730 
Income before income taxes $30,339  $63,272  $57,081 
Income (loss) before income taxes
 $5,063  $(3,638) $30,339 

20 - Guaranty Fund and Other Insurance-Related Assessments


Our insurance subsidiaries’ liabilities for guaranty fund and other insurance-related assessments were $1.7 million and $1.6$1.9 million at December 31, 20212023 and 2020, respectively.2022. These liabilities included $602,523$702,261 and $485,322$663,883 related to surcharges collected by our insurance subsidiaries on behalf of regulatory authorities for 20212023 and 2020,2022, respectively.

21 - Allowance for Expected Credit Losses


Pursuant to new accounting guidance we adopted on January 1, 2023, we make estimates with respect to the potential impairment of financial instruments and recognize expected credit losses as an allowance rather than impairments as credit losses are incurred. We refer to Note 2 - Impact of New Accounting Standards for more information regarding the new accounting guidance. We have established allowances for expected credit losses with respect to held-to-maturity debt securities and reinsurance recoverable.


Held-to-Maturity Debt Securities


For held-to-maturity debt securities, we make estimates concerning expected credit losses at an aggregated level rather that monitoring individual debt securities for credit losses. We establish an allowance for expected credit losses based on an ongoing review of securities held, historical loss data, changes in issuer credit standing and other relevant factors. We utilize a probability-of-default methodology, which reflects current and forecasted economic conditions, to estimate the allowance for expected credit losses and recognize changes to the allowance in our results of operations.


-104-


The following table presents the balances for fixed maturities classified as held-to-maturity, net of the allowance for expected credit losses, at December 31, 2023, the cumulative effect of our adoption of the updated accounting guidance for credit losses on January 1, 2023 and changes in the allowance for expected credit losses for 2023.

  At and For the Year Ended December 31, 2023 
  Held-to-Maturity, Net of Allowance for Expected Credit Losses  Allowance for Expected Credit Losses 
  (in thousands) 
Balance at beginning of period $688,439  $ 
Cumulative effect of adoption of updated accounting guidance for credit losses
      1,268 
Current period change for expected credit losses      58 
Balance at end of period $679,497  $1,326 


Reinsurance Receivable


For reinsurance receivable, we establish an allowance for expected credit losses based upon our ongoing review of amounts outstanding, historical loss data, changes in reinsurer credit standing and other relevant factors. We utilize a probability-of-default methodology, which reflects current and forecasted economic conditions, to estimate the allowance for expected credit losses and recognize changes to the allowance in our results of operations.


The following table presents the balances for reinsurance receivable, net of the allowance for expected credit losses, at December 31, 2023, the cumulative effect of our adoption of the updated accounting guidance for credit losses on January 1, 2023 and the changes in the allowance for expected credit losses for 2023.


  At and For the Year Ended December 31, 2023 
  Reinsurance Receivable, Net of Allowance for Expected Credit Losses  Allowance for Expected Credit Losses 
  (in thousands) 
Balance at beginning of period $456,522  $ 
Cumulative effect of adoption of updated accounting guidance for credit losses
      1,132 
Current period change for expected credit losses      262 
Balance at end of period $441,431  $1,394 

-105-

Report of Independent Registered Public Accounting Firm

To the Stockholders and Board of Directors of Donegal Group Inc.:

Opinion on the Consolidated Financial Statements
We have audited the accompanying consolidated balance sheets of Donegal Group Inc. and subsidiaries (the Company) as of December 31, 20212023 and 2020,2022, the related consolidated statements of income and comprehensive income, stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 2021,2023, and the related notes and financial statement schedule III (collectively, the consolidated financial statements). In our opinion, the consolidated financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 20212023 and 2020,2022, and the results of its operations and its cash flows for each of the years in the three-year period ended December 31, 2021,2023, 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, 2021,2023, based on criteria established in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission, and our report dated March 7, 20226, 2024 expressed an unqualified opinion on the effectiveness of the Company’s internal control over financial reporting.

Basis for Opinion
These consolidated financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on these consolidated 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 consolidated 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 consolidated 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 consolidated 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 consolidated 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 consolidated financial statements that was communicated or required to be communicated to the audit committee and that: (1) relates to accounts or disclosures that are material to the consolidated financial statements and (2) involved our especially challenging, subjective, or complex judgments. The communication of a 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.

Estimate of Liabilities for Losses and Loss Expenses
As discussed in Notes 1 and 8 to the consolidated financial statements, the Company estimates the liabilities for losses and loss expenses (reserves) through an internal reserve analysis that relies upon generally accepted actuarial practices. The Company develops reserve estimates by line of business and, as experience emerges and other information develops, the reserve estimates are assessed in aggregate and adjusted as necessary. As of December 31, 2021,2023, the Company recorded a liability of $1.078$1.126 billion for reserves.

-106-

We identified the evaluation of the estimate of reserves as a critical audit matter. The evaluation of the Company’s estimate of reserves involved a high degree of auditor judgment due to the inherent uncertainties in the use of actuarial methods and assumptions, which considered internal and external factors. Assumptions included the selection of loss development factors, a prioriratios, and the weighting of actuarial methods when more than one was used. Evaluating the actuarial methods and assumptions required specialized skills and auditor judgment.

The following are the primary procedures we performed to address this critical audit matter. We evaluated, with the involvement of actuarial professionals, when appropriate, the design and tested the operating effectiveness of certain internal controls related to the Company’s reserving process. These included controls related to the Company’s actuarial analyses and determination of the Company’s estimate of recorded reserves. We involved actuarial professionals with specialized skills and knowledge, who assisted in:

evaluating the Company’s actuarial methods by comparing them to generally accepted actuarial practices

developing an independent estimate of reserves for certain lines of business using methods consistent with generally accepted actuarial practices by independently forming assumptions of loss development factors, a priori ratios, and the weighting of actuarial methods when more than one was used, considering internal and external factors

assessing the Company's
assessing the Company’s internal actuarial analysis for certain lines of business by reviewing the assumptions and actuarial methods used, which included the selection of loss development factors, a priori ratios, and the weighting of actuarial methods when more than one was used, considering internal and external factors

developing a range of reserves and comparing to the Company’s recorded reserves and assessing movement of the Company’s recorded reserves within that range.

graphic

We or our predecessor firms have served as the Company’s auditor since 1986.

Philadelphia, Pennsylvania
March 7, 20226, 2024

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Item 9.Changes in and Disagreements with Accountants on Accounting and Financial Disclosure.

None.

Item 9A.Controls and Procedures.

Evaluation of Disclosure Controls and Procedures

Our management, with the participation of our Chief Executive Officer and our Chief Financial Officer, has evaluated the effectiveness of our disclosure controls and procedures (as such term is defined in Rules 13a-15(e) and 15d-15(e) under the Exchange Act) at December 31, 20212023 covered by this Form 10-K Report. Based on such evaluation, our Chief Executive Officer and our Chief Financial Officer have concluded that, at December 31, 2021,2023, our disclosure controls and procedures are effective in recording, processing, summarizing and reporting, on a timely basis, information we are required to disclose in the reports that we file or submit under the Exchange Act and our disclosure controls and procedures are also effective to ensure that information we disclose in the reports we file or submit under the Exchange Act is accumulated and communicated to our management, including our Chief Executive Officer and our Chief Financial Officer, 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 that term is defined in Rule 13a-15(f) under the Exchange Act. Under the supervision and with the participation of our Chief Executive Officer and our Chief Financial Officer, our management has conducted an evaluation of the effectiveness of our internal control over financial reporting based on the framework and criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (the “COSO Framework”). Based on our evaluation under the COSO Framework, our management has concluded that our internal control over financial reporting was effective at December 31, 2021.2023.

The effectiveness of our internal control over financial reporting at December 31, 20212023 has been audited by KPMG LLP, an independent registered public accounting firm, as stated in its report, which is included in this Form 10-K Report.

Changes in Internal Control over Financial Reporting

During 2021, Donegal Mutual implemented new infrastructure and applications systems that Donegal Mutual and our insurance subsidiaries began to utilize for the issuance of new personal automobile, homeowners and personal umbrella liability policies in certain states effective beginning in the fourth quarter of 2021. The implementation of the new systems represented the second phase of a multi-year systems modernization initiative Donegal Mutual is implementing to achieve various benefits for Donegal Mutual and our insurance subsidiaries, including streamlined workflows and innovative business solutions.

Donegal Mutual also implemented a new application system that Donegal Mutual and our insurance subsidiaries began to utilize during 2021 for the allocation of expenses.expenses and, beginning in 2022, for reinsurance premiums and commissions. Donegal Mutual and our insurance subsidiaries expanded the utilization of this application system in 2023 to include the preparation of financial statements based on statutory accounting principles, or SAP, that state insurance regulators prescribe or permit. The SAP financial statements of our insurance subsidiaries serve as the starting point for our financial statements prepared using GAAP. The new application system provides for further automation of, and enhanced internal controls over, the expense allocation process.these processes. The implementation of the new system represented the first phaseis part of a multi-year accounting systems and process modernization initiative Donegal Mutual is implementing to achieve various benefits for Donegal Mutual and our insurance subsidiaries, including streamlined financial reporting workflows and a more efficient control environment.

Such changes resulted in changes to procedures related to our financial reporting. Prior to the implementation of the new systems, we identified and designed new internal controls that we incorporated into our internal controls over financial reporting. Following the implementation, we validated these new controls according to our established processes. We did not implement these changes in internal controls to respond to any actual or perceived significant deficiencies in our internal control over financial reporting.

-108-

Item 9B.Other Information.

Trading Arrangements of Directors and Executive Officers

During the three months ended December 31, 2023, no director or officer of the Company adopted or terminated a “Rule 10b5-1 trading arrangement” or “non-Rule 10b5-1 trading arrangement,” as each term is defined in item 408(a) of Regulation S-K.

None.
-108-
-109-

Report of Independent Registered Public Accounting Firm

To the Stockholders and Board of Directors
Donegal Group Inc.:

Opinion on Internal Control Over Financial Reporting
 
We have audited Donegal Group Inc. and subsidiaries’ (the Company) internal control over financial reporting as of December 31, 2021,2023, based on criteria established in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission.  In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2021,2023, based on criteria established in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets of the Company as of December 31, 20212023 and December 31, 2020,2022, the related consolidated statements of income and comprehensive income, stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 2021,2023, and the related notes and financial statement schedule III (collectively, the consolidated financial statements), and our report dated March 7, 20226, 2024 expressed an unqualified opinion on those consolidated financial statements.

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’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 of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audit also included performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.

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.

graphicgraphic

Philadelphia, Pennsylvania
March 7, 20226, 2024

-109--110-

PART III

Item 10.Directors, Executive Officers and Corporate Governance.
 
Other than the information we provide below and the information regarding executive officers included in Part I of this Form 10-K Report, we incorporate the response to this Item 10 by reference to our proxy statement we will file with the SEC on or about March 15, 202217, 2023 relating to our annual meeting of stockholders that we will hold on April 21, 2022,18, 2024, or our Proxy Statement.

Executive Officers of the Registrant
The following table sets forth information regarding the executive officers of Donegal Mutual and the Registrant as of the date of this Form 10-K Report:
NameAgePosition
Kevin G. Burke56President and Chief Executive Officer of us since 2015; President and Chief Executive Officer of Donegal Mutual since 2018; Executive Vice President and Chief Operating Officer of Donegal Mutual from 2014 to 2018; Senior Vice President of Human Resources of Donegal Mutual and us from 2005 to 2014; other positions from 2000 to 2005.
Jeffrey D. Miller57Executive Vice President and Chief Financial Officer of Donegal Mutual and us since 2014; Senior Vice President and Chief Financial Officer of Donegal Mutual and us from 2005 to 2014; other positions from 1993 to 2005.
Kristi S. Altshuler41Senior Vice President and Chief Analytics Officer of us since 2020; Senior Vice President and Chief Analytics Officer of Donegal Mutual since 2019; Director of Willis Towers Watson from 2018 to 2019; Director of Pricing Innovation of USAA from 2014 to 2018; other positions at USAA from 2001 to 2014.
W. Daniel DeLamater49Senior Vice President of us since 2022; Senior Vice President and Head of Field Operations & National Accounts of Donegal Mutual since 2022; Senior Vice President of National Accounts for Donegal Mutual from 2020 to 2022; President of Southern Mutual Insurance Company since 2016; other positions at Southern Mutual Insurance Company from 2000 to 2016.
William A. Folmar63Senior Vice President of Claims of Donegal Mutual and Senior Vice President of us since 2019; Vice President of Claims of Donegal Mutual from 2010 to 2019; other positions from 1998 to 2010.
Francis J. Haefner, Jr.58Senior Vice President of us since 2020; Senior Vice President of Commercial Lines Underwriting of Donegal Mutual since 2012; other positions from 1984 to 2012.
Jeffery T. Hay47Senior Vice President and Chief Underwriting Officer of Donegal Mutual and Senior Vice President of us since 2021; Senior Director of Willis Towers Watson from 2018 to 2021; Head of Personal Lines Product Management of The Hartford from 2015 to 2018; other positions at The Hartford from 2005 to 2015.
Christina M. Hoffman47Senior Vice President and Chief Risk Officer of Donegal Mutual and us since 2019; Senior Vice President of Internal Audit of Donegal Mutual and Senior Vice President of us from 2013 to 2019; Vice President of Internal Audit of Donegal Mutual and Vice President of us from 2009 to 2013.
Jeffrey A. Jacobsen68Senior Vice President of us since 2020; Senior Vice President of Personal Lines Underwriting of Donegal Mutual since 2008; other positions from 1991 to 2008.
Robert R. Long, Jr.63Senior Vice President and General Counsel of Donegal Mutual and us since 2018; Vice President and House Counsel of Donegal Mutual from 2012 to 2018; other positions from 2010 to 2012.
Sanjay Pandey55Senior Vice President and Chief Information Officer of Donegal Mutual and us since 2013; other positions from 2000 to 2013.
V. Anthony Viozzi48Senior Vice President and Chief Investment Officer of Donegal Mutual and us since 2012; Vice President of Investments of Donegal Mutual and us from 2007 to 2012.
Daniel J. Wagner61Senior Vice President and Treasurer of Donegal Mutual and us since 2005; other positions from 1987 to 2005.

We incorporate the full text of our Code of Business Conduct and Ethics by reference to Exhibit 14 to this Form 10-K Report.

-110-

Item 11.Executive Compensation.

We incorporate the response to this Item 11 by reference to our Proxy Statement. Neither the Report of our Compensation Committee nor the Report of our Audit Committee included in our Proxy Statement shall constitute or be deemed to constitute a filing with the SEC under the Securities Act or the Exchange Act or be deemed to have been incorporated by reference into any filing we make under the Securities Act or the Exchange Act, except to the extent we specifically incorporate the Report of Our Compensation Committee or the Report of Our Audit Committee by reference.

Item 12.Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.

We incorporate the response to this Item 12 by reference to our Proxy Statement.

Item 13.Certain Relationships and Related Transactions, and Director Independence.

We incorporate the response to this Item 13 by reference to our Proxy Statement.

Item 14.Principal Accounting Fees and Services.

We incorporate the response to this Item 14 by reference to our Proxy Statement.

-111-

PART IV

Item 15.Exhibits, Financial Statement Schedules.


(a)
Financial statements, financial statement schedule and exhibits filed:


(i)
Consolidated Financial Statements
 
Page
106
  
Donegal Group Inc. and Subsidiaries: 
  
64
 65
  
65
 66
  
66
 67
  
67
 68
  
68 69
  
Report and Consent of Independent Registered Public Accounting Firm 
(Filed as Exhibit 23.1)

(Filed as Exhibit 23.1)


(b)
Financial Statement Schedule
 
115116
  
Filed herewith

We have omitted all other schedules since they are not required, not applicable or the information is included in the financial statements or notes to the financial statements.


(c)
Exhibits
 
Exhibit No. Description of Exhibits Reference
     
3.1  (k)(i)
     
3.2  (e)(q)
3.3(r)
     
4.1  (o)(m)
     
Management Contracts and Compensatory Plans or Arrangements  
     
10.1  (h)(g)
     
10.2  (h)(g)
     
10.3(i)
10.4(i)
10.5  (n)(l)
     
10.610.4  (n)(l)
     
10.710.5  Filed herewith(s)

-112-

10.8
10.6  (a)

-112-

10.910.7  (a)
     
10.1010.8  (b)
     
10.1110.9  (b)
     
10.1210.10  (b)
     
10.1310.11  (b)
     
10.1410.12  (c)
     
10.13(h)
10.14(h)
10.15  (j)
     
10.16  (j)
     
10.17  (l)(k)
     
10.18  (l)(m)
     
10.19  (m)(n)
     
10.20  (m)(p)
     
10.21  (o)(s)
     
10.22  (p)Filed herewith
     
10.23  Filed herewith(s)
     
Other Material Contracts  
     
10.24  (f)(e)
     
10.25  (g)(f)
     
10.26  Filed herewith(p)
     
10.27  (g)(f)
     
10.28  (q)(o)
     
10.29  (o)(m)
10.30
Amendment to Discretionary Loan Agreement between Donegal Group Inc. and M&T Bank dated September 24, 2021 - terms effective as of June 30, 2023 benchmark transition event.
(t)
     
14  (d)
     
21  Filed herewith
     
23.1  Filed herewith
     
31.1  Filed herewith
     
31.2  Filed herewith

-113-

32.1  Filed herewith
     
32.2 Filed herewith
97.1 Filed herewith
     
Exhibit 101.INS XBRL Instance Document Filed herewith
     
Exhibit 101.SCH XBRL Taxonomy Extension Schema Document Filed herewith
     
Exhibit 101.PRE 
XBRL Taxonomy Presentation Linkbase Document
 Filed herewith
     
Exhibit 101.CAL 
XBRL Taxonomy Calculation Linkbase Document
 Filed herewith
     
Exhibit 101.LAB 
XBRL Taxonomy Label Linkbase Document
 Filed herewith
     
Exhibit 101.DEF 
XBRL Taxonomy Extension Definition Linkbase Document
 Filed herewith



(a)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 1999.

(b)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2001.

(c)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2002.

(d)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2003.

(e)We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 8-K Report dated July 18, 2008.

(f)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2009.

(g)(f)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2010.

(h)(g)We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 8-K Report dated April 22, 2011.

(i)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 8-K Report dated April 22, 2013.

(j)(h)
We incorporate such exhibit by reference to the copy of such plan in Registrant’s definitive proxy statement for its Annual Meeting of Stockholders held on April 16, 2015 filed on March 16, 2015.

(k)(i)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-Q Report for the quarter ended June 30, 2019.

(l)(j)
We incorporate such exhibit by reference to the copy of such plan in Registrant’s definitive proxy statement for its Annual Meeting of Stockholders held on April 18, 2019 filed on March 18, 2019.

(m)(k)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2019.

(n)(l)
We incorporate such exhibit by reference to the like-described exhibit in Registrant'sRegistrant’s Form 8-K Report dated October 1, 2020.

(o)(m)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2020.

(p)(n)
We incorporate such exhibit by reference to the copy of such plan in Registrant’s definitive proxy statement for its Annual Meeting of Stockholders held on April 15, 2021 filed on March 15, 2021.

(q)(o)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form S-3 Registration Statement filed on September 30, 2021.

(p)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2021.

(q)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 8-K Report dated July 22, 2022.

(r)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 8-K Report dated August 10, 2022.

(s)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-K Report for the year ended December 31, 2022.
(t)
We incorporate such exhibit by reference to the like-described exhibit in Registrant’s Form 10-Q Report for the quarter ended June 30, 2023.

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Item 16.Form 10-K Summary.

None.

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DONEGAL GROUP INC. AND SUBSIDIARIES
SCHEDULE III — SUPPLEMENTARY INSURANCE INFORMATION

Years Ended December 31, 2021, 20202023, 2022 and 20192021
($ in thousands)
Segment 
Net
Premiums
Earned
  
Net
Investment
Income
  
Net Losses
and Loss
Expenses
  
Amortization
of Deferred
Policy
Acquisition
Costs
  
Other
Underwriting
Expenses
  
Net
Premiums
Written
 
Year Ended December 31, 2021                  
Commercial lines $468,433  $0  $321,483  $84,927  $85,345  $501,785 
Personal lines  307,582   0   199,227   43,806   44,023   302,482 
Investments  0   31,126   0   0   0   0 
  $776,015  $31,126  $520,710  $128,733  $129,368  $804,267 
Year Ended December 31, 2020                        
Commercial lines $412,877  $0  $264,053  $66,253  $72,245  $425,986 
Personal lines  329,163   0   195,711   52,819   53,618   316,154 
Investments  0   29,504   0   0   0   0 
  $742,040  $29,504  $459,764  $119,072  $125,863  $742,140 
Year Ended December 31, 2019                        
Commercial lines $385,465  $0  $242,685  $62,424  $61,631  $404,879 
Personal lines  370,613   0   263,703   60,019   52,931   347,722 
Investments  0   29,515   0   0   0   0 
  $756,078  $29,515  $506,388  $122,443  $114,562  $752,601 

Segment 
Net
Premiums
Earned
  
Net
Investment
Income
  
Net Losses
and Loss
Expenses
  
Amortization
of Deferred
Policy
Acquisition
Costs
  
Other
Underwriting
Expenses
  
Net
Premiums
Written
 
Year Ended December 31, 2023                  
Commercial lines $533,029  $  $345,401  $94,842  $93,325  $528,429 
Personal lines  349,042      263,777   59,372   58,423   367,268 
Investments     40,853             
  $882,071  $40,853  $609,178  $154,214  $151,748  $895,697 
Year Ended December 31, 2022                        
Commercial lines $521,227  $  $342,456  $91,965  $89,056  $530,846 
Personal lines  301,263      221,623   50,465   48,868   312,684 
Investments     34,016             
  $822,490  $34,016  $564,079  $142,430  $137,924  $843,530 
Year Ended December 31, 2021                        
Commercial lines $478,966  $  $321,483  $84,927  $85,345  $512,674 
Personal lines  297,049      199,227   43,806   44,023   291,593 
Investments     31,126             
  $776,015  $31,126  $520,710  $128,733  $129,368  $804,267 

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DONEGAL GROUP INC. AND SUBSIDIARIES
SCHEDULE III — SUPPLEMENTARY INSURANCE INFORMATION, CONTINUED
($ in thousands)
 
 At December 31,  At December 31, 
Segment 
Deferred
Policy
Acquisition
Costs
  
Liability
For Losses
and Loss
Expenses
  
Unearned
Premiums
  
Other Policy
Claims and
Benefits
Payable
  
Deferred
Policy
Acquisition
Costs
  
Liability
For Losses
and Loss
Expenses
  
Unearned
Premiums
  
Other Policy
Claims and
Benefits
Payable
 
2021
            
2023
            
Commercial lines $41,225  $814,681  $347,213  $0  $42,775  $869,393  $341,664  $ 
Personal lines 26,803  262,939  225,745  0  32,268  256,764  257,747   
Investments  0   0   0   0             
 $68,028  $1,077,620  $572,958  $0  $75,043  $1,126,157  $599,411  $ 
2020
            
2022
            
Commercial lines $33,246  $694,569  $301,901  $0  $43,756  $859,842  $345,437  $ 
Personal lines 25,911  267,438  235,289  0  29,414  261,204  232,216   
Investments  0   0   0   0             
 $59,157  $962,007  $537,190  $0  $73,170  $1,121,046  $577,653  $ 


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SIGNATURES
 
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.
 
 DONEGAL GROUP INC.
  
 By:/s/ Kevin G. Burke
  
Kevin G. Burke, President and Chief Executive
Officer
Date: March 6, 2024
Date: March 7, 2022
 
Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed by the following persons on behalf of the Registrant in the capacities and on the dates indicated.
 
Signature Title Date
     
/s/ Kevin G. Burke President, Chief Executive Officer and a Director March 7, 20226, 2024
Kevin G. Burke (principal executive officer)  
     
/s/ Jeffrey D. Miller Executive Vice President and Chief Financial Officer March 7, 20226, 2024
Jeffrey D. Miller (principal financial and accounting officer)  
     
/s/ Scott A. Berlucchi Director March 7, 20226, 2024
Scott A. Berlucchi    
     
/s/ Dennis J. Bixenman Director March 7, 20226, 2024
Dennis J. Bixenman    
     
/s/ Jack L. Hess Director March 7, 20226, 2024
Jack L. Hess    
     
/s/ Barry C. Huber Director March 7, 20226, 2024
Barry C. Huber    
     
/s/ David C. King Director March 7, 20226, 2024
David C. King    
     
/s/ Kevin M. Kraft, Sr. Director March 7, 20226, 2024
Kevin M. Kraft, Sr.    
     
/s/ Jon M. Mahan Director March 7, 20226, 2024
Jon M. Mahan    
     
/s/ S. Trezevant Moore, Jr. Director March 7, 20226, 2024
S. Trezevant Moore, Jr.    
     
/s/ Annette B. Szady Director March 7, 20226, 2024
Annette B. Szady    
    
/s/ Richard D. Wampler, II Director March 7, 20226, 2024
Richard D. Wampler, II    


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