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UFCS US Equity

United Fire Group IncFinancials · Fire, Marine & Casualty Insurance · CIK 101199 · FY ends Dec 31
$53.02
-0.25 (-0.47%)
USD · as of 2026-08-21 · marketstack

UFCS · 10-K · period ended 2022-12-31

← all UFCS documents
filed 2023-02-28 · EDGAR original ↗

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ITEM 1A. RISK FACTORS

We provide readers with the following discussion of risks and uncertainties relevant to our business. These are factors that we believe could cause our actual results to differ materially from our historic or anticipated results. We could also be adversely affected by other factors, in addition to those listed here. Additional information concerning factors that could cause actual results to differ materially from those contained in the forward-looking statements is set forth in Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations."

Risks Relating to Our Operations: Underwriting Risks, Claims Risks, Investments Risks, Management Risks, Cyber Risks and Legal Risks

Our success depends primarily on our ability to underwrite risks effectively and adequately price the risks we insure.

The results of our operations and our financial condition depend on our ability to underwrite and set premium rates accurately for a wide variety of risks based on available information. Adequate rates are necessary to generate premiums sufficient to pay losses, loss settlement expenses and underwriting expenses and to earn a profit. To price our products accurately, we must collect and properly analyze a substantial amount of data, develop, and apply appropriate pricing techniques, closely monitor changes in trends and project both severity and frequency of losses with reasonable accuracy. We could underprice risks which would adversely affect our profit margins. Conversely, we could overprice risks, leading to reduced sales volume and competitiveness. Our ability to undertake these efforts successfully is subject to a number of risks and uncertainties, including but not limited to: (1) the availability of sufficient reliable data and our ability to properly analyze available data; (2) market and competitive conditions; (3) changes in medical care expenses and restoration costs; (4) our selection and application of appropriate pricing techniques; and (5) changes in the regulatory market, applicable legal liability standards and in the civil litigation system generally.

The risk presented by market conditions presents a unique set of challenges in the property and casualty insurance industry.The property and casualty insurance marketplace is cyclical in nature and has historically been characterized by soft markets (periods of relatively high levels of price competition, less restrictive underwriting standards and generally low premium rates) followed by hard markets (periods of capital shortages resulting in a lack of insurance availability, relatively low levels of price competition, more selective underwriting of risks and relatively high premium rates). During soft markets, we may lose business to competitors offering competitive insurance at lower prices. We may reduce our premiums or limit premium increases leading to a reduction in our profit margins and revenues.

The demand for property and casualty insurance can also vary significantly, rising as the overall level of economic activity increases and falling as that activity decreases. Fluctuations in demand and competition could produce underwriting results that would have a negative impact on the results of our operations and financial condition.

We continue to compete with many major U.S. and non-U.S. insurers and smaller regional companies, as well as mutual companies, specialty insurance companies, underwriting agencies, and diversified financial services companies, including banks, mutual funds, broker-dealers and asset-managers.Our competitors may always attempt to increase their market share by lowering rates. Losing business to competitors offering similar products at lower prices or who have a competitive advantage may adversely affect the results of our operations.

We are subject to certain risks related to our investment portfolio that could negatively affect our profitability.

Investment income is an important component of our net income and overall profitability. We invest premiums received from policyholders and other available cash to generate investment income and capital appreciation, while also maintaining sufficient liquidity to pay covered claims, operating expenses, and dividends. As discussed in detail below, general economic conditions, changes in financial markets, global events, and many other factors beyond our control can adversely affect the value of our investments and the realization of investment income.

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We primarily manage our investment portfolio internally under required statutory guidelines and investment guidelines approved by our Board of Directors and the boards of directors of our subsidiaries. Although these guidelines stress diversification and capital preservation, our investments are subject to a variety of risks discussed as follows.

Credit Risk – The value of our investment in marketable securities is subject to credit losses as a result of deterioration in the creditworthiness of the issuer. Such impairments could reduce our net investment income and result in realized investment losses. The vast majority of our investments (98.9 percent of core fixed income portfolio at December 31, 2022) are made in investment-grade securities. Although we try to manage this risk by diversifying our portfolio and emphasizing credit quality, our investments are subject to losses as a result of a general downturn in the economy.

Interest Rate Risk – A significant portion of our investment portfolio (84.1 percent at December 31, 2022) consists of fixed income securities, primarily corporate and municipal bonds (68.6 percent at December 31, 2022). These securities are sensitive to changes in interest rates. An increase in interest rates typically reduces the fair value of fixed income securities, while a decline in interest rates reduces the investment income earned from future investments in fixed income securities. We generally hold our fixed income securities to maturity, so our interest rate exposure does not usually result in realized losses. However, rising interest rates could result in a significant reduction of the book value of our fixed maturity investments. Low interest rates, and low investable yields, could adversely impact our net earnings as reinvested funds produce lower investment income. Interest rates are highly sensitive to many factors beyond our control including general macroeconomic conditions, changes in governmental regulations and monetary policy, and national and international political conditions.

Liquidity Risk – We seek to match the maturities of our investment portfolio with the estimated payment date of our loss and loss adjustment expense reserves to ensure strong liquidity and avoid having to liquidate securities to fund claims. Risk such as inadequate loss and loss adjustment reserves, a large natural catastrophe, or unfavorable trends in litigation could potentially result in the need to sell investments to fund these liabilities. This could result in significant realized losses depending on the conditions of the general market, interest rates and credit profile of individual securities. Further, our investment portfolio is subject to increased valuation uncertainties when investment markets are illiquid. The valuation of investments is more subjective when markets are illiquid, thereby increasing the risk that the estimated fair value (i.e., the carrying amount) of the portion of the investment portfolio that is carried at fair value in our financial statements is not reflective of prices at which actual transactions could occur.

Market Risk – Our investments are subject to risks inherent in the global financial system and capital markets. The value and risks of our investments may be adversely affected if the functioning of those markets is disrupted or otherwise affected by local, national or international events, such as: changes in regulation or tax policy; changes in legislation relating to bankruptcy or other proceedings; infrastructure failures; wars or terrorist attacks; public health emergencies and pandemics; the overall health of global economies; a significant change in inflation expectations; a significant devaluation of government or private sector credit and/or currency values; and other factors or events not specifically attributable to changes in interest rates, credit losses, and liquidity needs.

We exercise prudence and significant judgment in analyzing and validating fair values, which are primarily provided by third parties, for securities in our investment portfolio, including those that are not regularly traded in active markets. We also exercise prudence and significant judgment in determining whether the impairment of particular investments is temporary or other-than-temporary. Due to the inherent uncertainties involved in these judgments, we may incur unrealized losses and subsequently conclude that other-than-temporary write downs of our investments are required.

Our geographic concentration ties our performance to the business, economic and regulatory conditions of certain states.

The following states provided 47.5 percent of the direct statutory premiums written for the property and casualty insurance businesses in 2022: Texas (16.6 percent), California (12.4 percent), Iowa (7.8 percent), Missouri (6.1 percent) and New Jersey (4.6 percent).

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Our revenues and profitability are subject to the prevailing regulatory, legal, economic, political, competitive, weather, and other conditions in the principal states in which we do business. With respect to regulatory conditions, the NAIC and state legislators continually reexamine existing laws and regulations, specifically focusing on modifications to holding company regulations, interpretations of existing laws and the development of new laws and regulations. In a time of financial uncertainty or a prolonged economic downturn, regulators may choose to adopt more restrictive insurance laws and regulations. Changes in regulatory or any other of these conditions could make it less attractive for us to do business in such states. In addition, our exposure to severe losses from localized natural perils, such as tornadoes, wildfires or hailstorms, is increased in those areas where we have written a significant amount of property insurance policies.

We insure property that is exposed to various natural perils that can give rise to significant claims costs.

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, some of which may increase in severity and frequency due to climate change, including, but not limited to, hurricanes, tornadoes, hailstorms, wildfires, earthquakes, severe winter weather, volcanic eruptions, and man-made disasters such as terrorist acts (including biological, chemical or radiological events), explosions, infrastructure failures and results from political instability. We have exposure to hurricanes along the Gulf Coast, Eastern and Southeastern coasts of the United States. We have exposure to tornadoes, windstorms, and hailstorms throughout the United States. We have exposure to earthquakes along the West Coast and the New Madrid Fault area. Our automobile and inland marine business also exposes us to losses arising from floods and other perils.

Property damage resulting from catastrophes is perhaps the largest short-term underwriting loss we face in the ordinary course of our business. Catastrophes may reduce our net income, cause substantial volatility in our financial results for any fiscal quarter or year or otherwise adversely affect our financial condition, liquidity or results of operations. Catastrophes may also negatively affect our ability to write new business.

We have exposure to catastrophe losses under our commercial insurance policies as well as through our assumed reinsurance and managing general agency contracts.Losses from catastrophic events are a function of our exposure profile and the level of reinsurance purchased to mitigate these losses. For example, the losses experienced from a tornado will vary on whether the location of the tornado was in a highly populated or unpopulated area, the concentration of insureds in that area and the severity of the tornado. Increases in the value and geographic concentration of insured property and the effects of inflation could increase the severity of claims from a catastrophic event.

In addition, as with catastrophe losses generally, it can require time for us to determine our ultimate losses associated with a particular catastrophic event. The inability to access portions of the impacted area, the complexity of the losses, legal and regulatory uncertainty, and the nature of the information available for certain catastrophic events may affect our ability to estimate the claims and claim adjustment expense reserves. Such complex factors include, but are not limited to: determining the cause of the damage, evaluating general liability exposures, estimating additional living expenses, the impact of demand surge, infrastructure disruption, fraud, business interruption costs and reinsurance collectability.

The timing of a catastrophic occurrence at the end or near the end of a reporting period may also affect the information available to us when estimating claims and claim adjustment expense reserves for the reporting period. As our claims experience for a particular catastrophe develops, we may be required to adjust our reserves to reflect our revised estimates of the total cost of claims. However, because the occurrence and severity of catastrophes are inherently unpredictable and may vary significantly from year to year and region to region, historical results of operations may not be indicative of future results of operations.

Following catastrophes there are also sometimes legislative, administrative, and judicial decisions that seek to expand insurance coverage for claims beyond the original intent of the policies or seek to prevent the application of deductibles. Our ability to manage catastrophic exposure may be limited by public policy considerations, the political environment, changes in the general economic climate and/or social responsibilities.

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Changing weather patterns and climate change add to the unpredictability, frequency and severity of catastrophe losses and may adversely affect our results of operations, liquidity and financial condition.

Long-term weather trends may be changing, a phenomenon that has been associated with extreme weather events linked to rising temperatures, including effects on global weather patterns, sea, land and air temperature, sea levels, rain, snow, and drought. Such changes in climate conditions could cause our underlying modeling data to be less accurate, limiting our ability to evaluate and manage our risk. Climate change also adds to the unpredictability of natural disasters and creates uncertainty as to future trends and exposures.

Climate change presents risks in three categories to UFG:

a.Physical Risk: The cost of natural perils may change. This is a concern for our property insurance underwriting strategy and to a lesser extent our real estate costs.

b.Transition Risk: Financial risks arising from a global transition to a lower-carbon economy could impact long-term return on certain invested assets.

c.Liability Risk: New areas of law enabling litigation alleging damage from climate change may present legal risk to UFG.

We maintain catastrophe exposure modeling and management in house and incorporate our view of natural peril risk into forward-looking projections that reflect our view on climate. Our property catastrophe reinsurance program is designed to meet the needs of a changing risk profile. A key area of current focus is our exposure to severe convective storms. We endeavor to reduce greenhouse gas emissions from operations via energy saving construction features/devices and leasing of fuel-efficient fleet vehicles. Our business continuity plan is tested annually, including failover of all systems to our DR data center. Additional capabilities and plans are being developed that support continuance of operations after a regional weather event. UFG offers a green replacement option for equipment breakdown coverage to encourage installation of more energy efficient heating and cooling systems. Underwriting requires wind and hail deductibles in coastal and severe convective storm areas to minimize our exposure and encourage policyholders to adopt stronger building codes. UFG endeavors to comply with a growing number of federal and state regulations pertaining to climate disclosures and questionnaires.

A downgrade or a potential downgrade in our financial strength or issuer credit ratings could result in a loss of business and could have a material adverse effect on our financial condition and results of operations.

Ratings are an important factor in establishing the competitive position of insurance companies. Third-party rating agencies assess and rate the claims-paying ability, capital strength and creditworthiness of insurers and reinsurers based on criteria established by the agencies. A.M. Best rates our property and casualty insurance companies on a group basis. Since 2012, A.M. Best has also given an issuer credit rating to our parent holding company. The table below shows the current ratings assigned to our companies by A.M. Best.

Financial Strength Rating Issuer Credit Rating Rating Held Since

Pooled Property and Casualty Companies A a 1994

United Fire Group, Inc. N/A bbb 2012

Financial strength and issuer credit ratings are used by policyholders, insurers, reinsurers and insurance and reinsurance intermediaries as an important means of assessing the financial strength, creditworthiness and quality of insurers and reinsurers. These ratings are not evaluations directed to potential purchasers of our common stock, and are not recommendations to buy, sell or hold our common stock. These ratings are subject to change at any time and could be revised downward or revoked at the sole discretion of the rating agency. Downgrades in our financial strength ratings could adversely affect our ability to access the capital markets or could lead to increased borrowing costs in the future. Perceptions of the Company by investors, producers, other businesses and consumers could also be significantly impaired.

The ratings assigned by A.M. Best are also an important factor in marketing our products. Our ability to retain our existing business, and to attract new business in our insurance operations depends on our ratings by this agency. Our failure to maintain our ratings, or any other adverse development with respect to our ratings, could cause our current and future independent agents and policyholders to choose to transact their business with more highly rated

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competitors. If A.M. Best downgrades our ratings or publicly indicates that our ratings are under review, it is likely that we will not be able to compete as effectively with our competitors and our ability to sell insurance policies could decline, leading to a decrease in our premium revenue and earnings. For example, many of our agencies and policyholders have guidelines that require us to have an A.M. Best financial strength rating of "A-" or higher. A reduction of our A.M. Best ratings below "A-" would prevent us from issuing policies to a portion of our current policyholders or other potential policyholders with ratings requirements.

The failure of our insurance company subsidiaries to maintain their current ratings could dissuade a lender or reinsurance company from conducting business with us. A ratings downgrade could also cause some of our existing liabilities to be subject to acceleration, additional collateral support, changes in terms, or creation of additional financial obligations.

We may be unable to attract, retain or effectively manage the succession of key personnel.

Our success depends on our ability to attract and retain key personnel, including members of our executive and senior management team. Any unplanned turnover or our failure to develop an adequate succession plan for one or more of our executive officers or other key positions could compromise our institutional knowledge base and erode our competitive advantage. The loss or limited availability of the services of one or more of our executive officers or other key personnel, or our inability to recruit and retain qualified executive officers or other key personnel in the future, could, at least temporarily, have a material adverse effect on our operating results and financial condition.

In 2022 there were four new appointments to key executive positions, three of which were filled externally. In April 2022, Eric Martin was appointed Senior Vice President and Chief Financial Officer, replacing Dawn Jaffray, who left the company in October 2021. Sarah Madsen became our Vice President, Chief Legal Officer and Corporate Secretary in April 2022, replacing the retiring long-time General Counsel, Neal Scharmer. In August 2022, Kevin Leidwinger was appointed President and Chief Executive Officer, replacing the retiring long-time CEO, Randy Ramlo. In September 2022, long-time COO Michael Wilkins retired. In January 2023, Julie Stephenson was appointed Executive Vice President and Chief Operating Officer. These changes and any future significant leadership changes or senior management transitions involve inherent risk and can be disruptive to our operations. Any failure to find a timely and suitable replacement for key personnel and ensure an effective transition, including the effective onboarding, could hinder our strategic planning, business execution and future performance.

We may be unable to predict the rising cost of insurance claims resulting from changing societal expectations that lead to increasing litigation, broader definitions of liability, broader contract interpretations, more plaintiff-friendly legal decisions and larger compensatory jury awards.

We refer to these phenomena collectively as "social inflation" and they present a significant challenge in accurately pricing risk and managing the liabilities that arise on insurance policies. As a commercial casualty insurance company, we have always been sensitive to the effects of emerging claims and coverage issues, including class action lawsuits. But more recent trends such as litigation financing have led to an unprecedented number of large liability losses for us as well as our competitors.

These issues may adversely affect our business by either extending coverage beyond our underwriting intent or by increasing the number and/or size of claims, resulting in further increases in our reserves. The effects of these and other unforeseen emerging claim and coverage issues are extremely hard to predict. Further examples of these issues include: (1) judicial expansion of policy coverage and the impact of new theories of liability; (2) an increase in plaintiffs targeting property and casualty insurers, including us, in purported class action litigation regarding claims handling and other practices; (3) medical developments that link health issues to particular causes, resulting in liability or workers' compensation (for example, cumulative trauma); (4) claims relating to unanticipated consequences of current or new technologies; (5) an increase in the variety, number and size of claims relating to liability losses, which often present complex coverage and damage valuation questions; (6) claims relating to potentially changing climate conditions, including higher frequency and severity of weather-related events; and (7) adverse changes in loss cost trends, including inflationary pressure in medical cost and auto repair costs.

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Many of the policies we issue include exclusions and other conditions that define and limit coverage, which exclusions and conditions are designed to manage our exposure to certain types of risks and expanding theories of legal liability. In addition, many of our policies limit the period during which a policyholder may bring a claim under the policy, which period in many cases is shorter than the statutory period under which these claims can be brought by our policyholders. While these exclusions and limitations help us assess and control our loss exposure, it is possible that a court or regulatory authority could nullify or void an exclusion or limitation, or legislation could be enacted which modifies or bars the use of these exclusions and limitations. This could result in higher than anticipated losses by extending coverage beyond the intent of our underwriting. In some instances, these changes may not become apparent until sometime after we have issued the insurance policies that are affected by these changes. As a result, the full extent of liability under our insurance contracts may not be known for many years after a policy is issued.

We maintain an internal education plan on the risk of social inflation. We endeavor to find ways to keep claims out of litigation and manage downward the length of time that certain claims are open. We also steer our portfolio away from business that is most exposed to these trends, and we target business in our assumed reinsurance operations and other alternative distribution channels that offer more short tail risks.

Unauthorized data access, cyber-attacks and other security breaches could have an adverse impact on our business and reputation.

We rely on computer systems to conduct our business for our customer service, marketing and sales activities, customer relationship management and producing financial statements. Our business and operations rely on secure and efficient processing, storage and transmission of customer and Company data, including personally identifiable information. Our ability to effectively operate our business depends upon our ability, and the ability of certain third-party vendors and business partners, to access our computer systems to perform necessary business functions, such as providing quotes and product pricing, billing and processing premiums, administering claims, and reporting our financial results.

We retain confidential information on our computer systems, including customer information and proprietary business information belonging to us and our policyholders. Our business and operations depend upon our ability to safeguard this personally identifiable information. Our systems may be vulnerable to unauthorized access and hackers, computer viruses, and other scenarios in which our data may be compromised.

Cyber-attacks involving these systems, or those of our third-party vendors, could be carried out remotely and from multiple sources and could interrupt, damage, or otherwise adversely affect the operations of these critical systems.Cyber-attacks could result in the modification or theft of data, the distribution of false information, or the denial of service to users. Threats to data security can emerge from a variety of sources and change rapidly, resulting in the ongoing need to expend resources to secure our data in accordance with customer expectations and statutory and regulatory requirements.

Any compromise of the security of our data could expose us to liability and harm our reputation, which could affect our business and results of operations. We continually enhance our operating procedures and internal controls to effectively support our business and comply with our regulatory and financial reporting requirements, but there can be no assurances that we will be able to implement security measures adequate to prevent every security breach.

Although we have not experienced any material cyber-attacks in the last three years based on our knowledge to date, the occurrence, scope and effect of any cyber-attack may remain undetected for a period of time. We maintain cyber liability insurance coverage that provides both third-party liability and first-party insurance coverages; however, our insurance may be insufficient to cover all losses and expenses related to a cyber-attack.

Federal and state policymakers have and will likely continue to propose increased regulation of the protection of personally identifiable information and appropriate protocols after a related cybersecurity breach. The New York Department of Financial Services recently adopted a cyber protection and reporting regulation for financial services companies with which we are complying. The NAIC has created the Data Security Model Law ("DSML") based upon the New York regulation. Compliance with these regulations and efforts to address continually developing

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cybersecurity risks may result in a material adverse effect on our results of operations, liquidity, financial condition, and financial strength.

Our reserves for property and casualty insurance losses and loss settlement expenses are based on estimates and may be inadequate, adversely impacting our financial results.

We maintain insurance reserves to cover our estimated ultimate unpaid liability for claim and claim adjustment expenses, including the estimated cost of the claims adjustment process, for reported and unreported claims and for future policy benefits. Our reserves may prove to be inadequate, which may result in future charges to earnings and/or a downgrade of our financial strength rating or the financial strength ratings of our insurance company subsidiaries.

Insurance reserves represent our best estimate at a given point in time. They are not an exact calculation of liability but instead are complex estimates, which are a product of actuarial expertise and projection techniques based on assumptions and expectations about future events, many of which are highly uncertain.

The process of estimating claims and claims adjustment expense reserves involves a high degree of judgment. These estimates are based on historical data and the impact of various factors such as: (1) actuarial and statistical projections of the cost of settlement and administration of claims reflecting facts and circumstances then known; (2) historical claims information and loss emergence patterns; (3) assessments of currently available data; (4) estimates of future trends in claims severity and frequency; (5) judicial theories of liability; (6) economic factors such as inflation; (7) estimates and assumptions regarding social, judicial and legislative trends, and actions such as class action lawsuits and judicial interpretation of coverages or policy exclusions; and (8) the level of insurance fraud.

Many of these factors are not quantifiable. The inherent uncertainties of estimating reserves are greater for certain types of liabilities, particularly those in which the various considerations affecting the type of claim are subject to change and in which long periods of time may elapse before a definitive determination of liability is made. Reserve estimates are continually refined in a regular and ongoing process as experience develops and further claims are reported and settled.

Actual loss and loss settlement expenses paid might exceed our reserves. If our loss reserves are insufficient, or if we believe our loss reserves are insufficient to cover our actual loss and loss settlement expenses, we will have to increase our loss reserves and incur charges to our earnings, which could indicate that premium levels were insufficient. As such, deviations from one or more of these assumptions could result in a material adverse impact on our Consolidated Financial Statements and our financial strength rating or the financial strength ratings of our insurance company subsidiaries could be downgraded.

For a detailed discussion of our reserving process and the factors we consider in estimating reserves, refer to the "Critical Accounting Policies" section in Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations."

Our core insurance business is dependent on strong and beneficial relationships with a large network of independent insurance agents.

Our direct insurance products are marketed exclusively through independent insurance agencies, all of which represent more than one company. We face competition within each agency and competition to retain qualified independent agents. Our competitors include companies that market their products via independent agents, exclusive agents and companies that sell insurance directly to their customers.

Our distribution model is subject to the risks of possible loss of independent agencies for various reasons and the discretion agencies have to reduce their business with us.

We are subject to comprehensive laws and regulations, changes to which may have an adverse effect on our financial condition and results of operations.

Insurance is a highly regulated industry. We are subject to extensive supervision and regulation by the states in which we operate. As a public company, we are also subject to increased regulation at the federal level. Our ability

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to comply with these laws and regulations and obtain necessary and timely regulatory action is, and will continue to be, critical to our success and ability to earn profits. Examples of regulations that pose particular risks to our ability to earn profits are discussed as follows.

Required licensing. Our insurance company subsidiaries operate under licenses issued by various state insurance departments. If a regulatory authority were to revoke an existing license or deny or delay granting a new license, our ability to continue to sell insurance or to enter or offer new insurance products in that market would be substantially impaired.

Regulation of insurance rates, fees and approval of policy forms. The insurance laws of most states in which we operate require insurance companies to file insurance premium rate schedules and policy forms for review and approval. State regulatory authorities may resist or delay our efforts to raise premium rates at their discretion due to general market, economic, or political factors or factors specific to UFG. If increases to premium rates we deem necessary are not approved, we may not be able to respond to market developments and increased costs in that state. State regulatory authorities may even impose premium rate rollbacks or require us to pay premium refunds to policyholders, affecting our profitability. If insurance policy forms we seek to use are not approved by state insurance departments, our ability to offer new products and grow our business in that state could be substantially impaired.

Restrictions on cancellation, nonrenewal or withdrawal. Many states have laws and regulations restricting an insurance company's ability to cease or significantly reduce its sales of certain types of insurance in that state, except pursuant to a plan that is approved by the state insurance departments. These laws and regulations could limit our ability to exit or reduce our business in unprofitable markets or discontinue unprofitable products. Additionally, our ability to adjust terms or increase pricing requires approval of regulatory authorities in certain states.

Risk-based capital and capital adequacy requirements. Our insurance company subsidiaries and affiliates are subject to risk-based capital requirements that require us to report our results of risk-based capital calculations to state insurance departments and the NAIC. These standards apply specified risk factors to various asset, premium and reserve components of statutory capital and surplus reported in our statutory basis of accounting financial statements. Any failure to meet applicable risk-based capital requirements or minimum statutory capital requirements could subject us or our subsidiaries and affiliates to further examination or corrective action by state regulators, including limitations on our writing of additional business, state supervision or liquidation.

Transactions between insurance companies and their affiliates. Transactions between us, our insurance company subsidiaries and our affiliates generally must be disclosed to, and in some cases approved by, state insurance departments. State insurance departments may refuse to approve or delay their approval of a transaction, which may impact our ability to innovate or operate efficiently.

Required participation in guaranty funds and assigned risk pools. Certain states have enacted laws that require a property and casualty insurer conducting business in that state to participate in assigned risk plans, reinsurance facilities, and joint underwriting associations where participating insurers are required to provide coverage for assigned risks. The number of risks assigned to us by these plans is based on our share of total premiums written in the voluntary insurance market for that state. Pricing is controlled by the plan, often restricting our ability to charge the premium rate we might otherwise charge. Wherever possible, we utilize a designated servicing carrier to fulfill our obligations under these plans. Designated servicing carriers charge us fees to issue policies, adjust and settle claims and handle administrative reporting on our behalf. In these markets, we may be compelled to underwrite significant amounts of business at lower than desired premium rates, possibly leading to an unacceptable return on equity. While these facilities are generally designed so that the ultimate cost is borne by policyholders, the exposure to assessments and our ability to recoup these assessments through adequate premium rate increases may not offset each other in our financial statements. Moreover, even if they do offset each other, they may not offset each other in our financial statements for the same fiscal period, due to the ultimate timing of the assessments and recoupments or premium rate increases. Additionally, certain states require insurers to participate in guaranty funds to bear a portion of the unfunded obligations of impaired or insolvent insurance companies. These state funds periodically assess losses against all insurance companies doing business in the state. Our operating results and financial condition could be adversely affected by any of these factors.

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Restrictions on the amount, type, nature, quality and concentration of investments. The various states in which we are domiciled have certain restrictions on the amount, type, nature, quality and concentration of our investments. Generally speaking, these regulations require us to be conservative in the nature and quality of our investments and restrict our ability to invest in riskier, but often higher yield investments. These restrictions may make it more difficult for us to obtain our desired investment results.

We benefit from certain tax items, including but not limited to, tax-exempt bond interest, dividends-received deductions, tax credits (such as foreign tax credits) and insurance reserve deductions. From time to time, the U.S. Congress, as well as foreign, state and local governments, considers legislation that could reduce or eliminate the benefits associated with these tax items.

Terrorism Risk Insurance. The Terrorism Risk Insurance Program Reauthorization Act of 2019 ("TRIPRA") was signed into law. TRIPRA, which extended the Terrorism Risk Insurance Program until December 31, 2027, gradually increased the coverage trigger for shared terrorism losses between the federal government and the insurance industry to $200 million per year, and gradually increased the industry-wide retention to $37.5 billion per year. For further information about TRIPRA and its effect on our operations, refer to the information in the "Results of Operations for the Years Ended December 31, 2022, 2021 and 2020" section in Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations."

Accounting standards. We prepare our consolidated financial statements in conformity with GAAP, which is periodically revised and/or expanded by recognized authoritative bodies, including the Financial Accounting Standards Board ("FASB"). These principles are subject to interpretation by the SEC and various other bodies formed to interpret and create appropriate accounting principles and guidance. Changes in GAAP and financial reporting requirements, or the interpretation of GAAP or those requirements, may have an impact on the content and presentation of our financial results and could have adverse consequences on our financial results, including lower reported results of operations and shareholders' equity and increased volatility and decreased comparability of our reported results with our historic results and with the results of other insurers. In addition, the required adoption of new accounting standards may result in significant incremental costs associated with initial implementation of and ongoing compliance with those standards. Additional information regarding recently proposed and adopted accounting standards and their potential impact on us is set forth in Note 1 “Summary of Significant Accounting Policies” to Part II, Item 8, “Financial Statements and Supplementary Data.”

Corporate Governance and Public Disclosure Regulation. Changing laws, regulations and standards relating to corporate governance and public disclosure, including Dodd-Frank, the Sarbanes-Oxley Act of 2002 and related SEC regulations, as well as the listing standards of the Nasdaq stock market, have created and are continuing to create uncertainty for public companies. The Federal Insurance Office, established within the U.S. Department of the Treasury by Dodd-Frank in 2010, has limited regulatory authority and is empowered to gather data and information regarding the insurance industry and insurers, monitor aspects of the insurance industry, identify issues with regulation of insurers that could contribute to a systemic crisis in the insurance industry or the overall financial system, coordinate federal policy on international insurance matters and preempt state insurance measures under certain circumstances. Dodd-Frank and other federal regulation adopted in the future may impose burdens on us, including impacting the ways we conduct our business, increasing compliance costs and duplicating state regulation. Additional regulation under these laws in the area of compensation disclosure, particularly regarding internal pay equity, officer and director hedging activities and compensation clawback policies is still expected.

Information Privacy Regulation. We are required to safeguard the personal information of our customers and applicants and are subject to an increasing number of laws and regulations regarding privacy and data security, as well as in our contractual commitments with service providers. We could be subject to governmental enforcement actions and fines, penalties, litigation, or public statements against us by consumer advocacy groups if personal information is not appropriately controlled. Strategic service providers may refuse to continue to do business with us if we do not meet particular standards.

Compliance with these laws and regulations requires us to incur administrative costs that decrease our profits. These laws and regulations may also prevent or limit our ability to underwrite and price risks accurately, obtain timely premium rate increases necessary to cover increased costs, discontinue unprofitable relationships or exit unprofitable markets and otherwise continue to operate our business profitably. In addition, our failure to comply with these laws

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and regulations could result in actions by state or federal regulators, including the imposition of fines and penalties or, in an extreme case, revocation of our ability to do business in one or more states. Finally, we could face individual, group and class action lawsuits by our policyholders and others for alleged violations of certain state laws and regulations. Each of these regulatory risks could have a negative effect on our profitability.

We will be at a competitive disadvantage if, over time, our competitors are more effective than us in their utilization of technology and evolving data analytics.

We use various actuarial techniques and data analytics to understand our risk exposures such as frequency and severity of different types of insurance claims. The data we rely on for these analytics includes experience data from our own business (policies written, characteristics, coverages, and details of associated losses) and data attained from third parties, including industry results. We use outputs of predictive models and other analytics to assist in decision making related to underwriting, pricing, claims management (including reserving), and catastrophe risk exposure management. Emerging technology offers opportunities to underwrite and price business more efficiently and accurately, lowering costs. If we are not able to use technology and data analytics as effectively as our competitors, our competitiveness and ability to write and retain business within our risk appetite will be impacted. This may reduce the profitability of the business we do write and retain and negatively affect our ability to meet our business objectives.

We may be unable to secure reinsurance capacity that provides necessary risk protection at a reasonable cost.

Our reinsurance strategy seeks to protect the company from extremely adverse underwriting outcomes as well as unnecessary volatility in underwriting results. We purchase conservative levels of reinsurance as measured by our property catastrophe models, our economic capital model, and benchmarking with our peers.

We retain multiple reinsurance intermediaries to plan, create, and facilitate our ceded reinsurance placements. These intermediaries work closely with our risk, corporate underwriting, and finance departments to design reinsurance transactions that align with corporate strategy and risk appetite. Reinsurance transactions are supported by a large and diverse array of reinsurance providers to ensure that the capacity is reliable in each underwriting year. However, in hard reinsurance market conditions, reinsurance capacity can become constrained as reinsurers are pressed with concerns about capital or profitability. In these conditions, we may be unable to secure our desired reinsurance protection at a reasonable cost.

Lost reinsurance capacity could expose the company to larger retained losses per loss occurrence, per risk, or per year in total. To mitigate this risk, we maintain a large panel of reinsurers and prefer to trade with partners that participate in each of our ceded programs. We transact with multiple intermediary companies to ensure full access to the entire reinsurance market. We monitor the credit quality of our reinsurance providers. We have a clear view of the criticality of various components of our reinsurance program. Finally, we maintain active dialogue with intermediaries and underwriters throughout the year.

Risks Relating to Our Common Stock

Certain provisions of our organizational documents, as well as applicable insurance laws, could impede an attempt to replace or remove our management or members of our Board of Directors, prevent the sale of the Company or prevent or frustrate any attempt by shareholders to change the direction of the Company, each of which could diminish the value of our common stock.

Our articles of incorporation and bylaws, as well as applicable laws governing corporations and insurance companies, contain provisions that could impede an attempt to replace or remove our management or prevent the sale of the Company that, in either case, shareholders might not consider being in their best interests.

Our Board of Directors is divided into three classes. At any annual meeting of our shareholders, our shareholders have the right to appoint approximately one-third of the directors on our Board of Directors. Consequently, it will take at least two annual shareholder meetings to effect a change in control of our Board of Directors.

Our articles of incorporation limit the rights of shareholders to call special shareholder meetings.

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Our articles of incorporation set the minimum number of directors constituting the entire Board of Directors at nine and the maximum at 15, and they require approval of holders of 60.0 percent of all outstanding shares to amend these provisions. Within the range, the Board of Directors may increase by one each year the number of directors serving on the Board of Directors.

Our articles of incorporation require the affirmative vote of 60.0 percent of all outstanding shares to approve any plan of merger, consolidation, or sale or exchange of all, or substantially all, of our assets.

Our Board of Directors may fill vacancies on the Board of Directors.

Our Board of Directors has the authority, without further approval of our shareholders, to issue shares of preferred stock having such rights, preferences and privileges as the Board of Directors may determine.

Section 490.1110 of the Iowa Business Corporation Act imposes restrictions on mergers and other business combinations between us and any holder of 10.0 percent or more of our common stock.

Section 490.624A of the Iowa Business Corporation Act authorizes the terms and conditions of stock rights or options issued by us to include restrictions or conditions that preclude or limit the exercise, transfer, or receipt of such rights or options by a person, or group of persons, owning or offering to acquire a specified number or percentage of the outstanding common shares or other securities of the corporation.

Further, the insurance laws of Iowa, and the states in which our insurance company subsidiaries are domiciled, prohibit any person from acquiring direct or indirect control of us or our insurance company subsidiaries, generally defined as owning or having the power to vote 10.0 percent or more of our outstanding voting stock, without the prior written approval of state regulators.

These provisions of our articles of incorporation and bylaws, and these state laws governing corporations and insurance companies, may discourage potential acquisition proposals. These provisions and state laws may also delay, deter or prevent a change of control of the Company, in particular through unsolicited transactions that some or all of our shareholders might consider to be desirable. As a result, efforts by our shareholders to change the direction or the Company's management may be unsuccessful, and the existence of such provisions may adversely affect market prices for our common stock if they are viewed as discouraging takeover attempts.

The ability of our subsidiaries to pay dividends may affect our liquidity and ability to meet our obligations.

As a holding company, we have no significant independent operations of our own. Our principal sources of funds are dividends and other payments received from our subsidiaries. We rely on those dividends for our liquidity, and to meet our obligations to pay dividends to shareholders and make share repurchases. Dividends from those subsidiaries depend on their statutory surplus, earnings and regulatory restrictions.

State insurance laws limit the ability of insurance subsidiaries to pay dividends and require our insurance subsidiaries to maintain specified minimum levels of statutory capital and surplus. The actual ability to pay dividends may further be constrained by business and regulatory considerations, such as the impact of dividends on surplus, by our competitive position and by the amount of premiums that we can write. Ordinary dividend payments, or dividends that do not require prior approval by the insurance subsidiaries' domiciliary state insurance regulator are generally limited to amounts determined by a formula which varies by jurisdiction. Extraordinary dividends, on the other hand, require prior regulatory approval by the insurance subsidiaries' domiciliary state insurance regulator before they can be made.

In addition, competitive pressures generally require insurance companies to maintain insurance financial strength ratings. These restrictions and other regulatory requirements affect the ability of our insurance subsidiaries to make dividend payments to us. At times we may not be able to pay dividends on our common stock, or we may be required to seek prior approval from the applicable regulatory authority before we can pay any such dividends. In addition, the payment of dividends by us is within the discretion of our Board of Directors and will depend on numerous factors, including our financial condition, our capital requirements and other factors that our Board of Directors considers relevant.

ITEM 1B. UNRESOLVED STAFF COMMENTS

None.

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ITEM 2. PROPERTIES

Our headquarters are located in Cedar Rapids, Iowa, where we own approximately 263,000 square feet of office and building space. In addition, we own and lease office and building space, including underwriting and claims offices, throughout the U.S. We believe our existing facilities, both owned and leased, are in good condition and suitable for the conduct of our business.

ITEM 3. LEGAL PROCEEDINGS

In the normal course of its business, the Company is a party to a variety of legal proceedings. While the final outcome of these legal proceedings cannot be predicted with certainty, management believes all of the proceedings pending as of December 31, 2022 to be ordinary and routine and does not expect these legal proceedings to have a material adverse effect on the Company's financial position or results of operations.

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

Common Shareholders

United Fire Group, Inc.'s common stock is traded on the Nasdaq stock market under the symbol "UFCS." On February 23, 2023, there were 676 holders of record of United Fire Group, Inc. common stock. The number of record holders does not reflect shareholders who beneficially own common stock in nominee or street name but does include participants in our employee stock purchase plan.

Dividends

Our practice has been to pay quarterly cash dividends, which we have paid every quarter since March 1968.

As a holding company with no independent operations of its own, United Fire Group, Inc. relies on dividends received from its insurance company subsidiaries in order to pay dividends to its common shareholders. Dividends payable by our insurance subsidiaries are governed by the laws in the states in which they are domiciled. In all cases, these state laws permit the payment of dividends only from earned surplus arising from business operations. For example, under Iowa law, the maximum dividend or distribution that may be paid within a 12-month period without prior approval of the Iowa Insurance Commissioner is generally restricted to the greater of 10 percent of statutory surplus as of the preceding December 31, or net income of the preceding calendar year on a statutory basis, not greater than earned statutory surplus. Other states in which our insurance company subsidiaries are domiciled may impose similar restrictions on dividends and distributions. Based on these restrictions, at December 31, 2022, our insurance company subsidiary, United Fire & Casualty, is able to make a maximum of $70.4 million in dividend payments without prior regulatory approval.

Payments of any future dividends and the amounts of such dividends will depend upon factors such as net income, financial condition, capital requirements, and general business conditions. We will only pay dividends if declared by our Board of Directors out of legally available funds and there can be no assurance that we will continue to pay such dividends or the amount of such dividends.

Additional information about these restrictions is incorporated by reference from Note 6 "Statutory Reporting, Capital Requirements and Dividends and Retained Earnings Restrictions" contained in Part II, Item 8, "Financial Statements and Supplementary Data."

Issuer Purchases of Equity Securities

Under our share repurchase program, we may purchase our common stock from time to time on the open market or through privately negotiated transactions. The amount and timing of any purchases will be at our discretion and will depend upon a number of factors, including the share price, general economic and market conditions, and corporate and regulatory requirements. Our share repurchase program may be modified or discontinued at any time. There were no repurchases during the year ended December 31, 2022. Our share repurchase program was most recently renewed in November 2022 through August 2024. As of December 31, 2022, we remained authorized to repurchase 1,719,326 shares of common stock.

United Fire Group, Inc. Common Stock Performance Graph

The following graph compares the performance of an investment in United Fire Group Inc.'s common stock from December 31, 2017 through December 31, 2022, with the Standard & Poor's 500 Index ("S&P 500 Index"), and the Standard & Poor's 600 Property and Casualty Index ("S&P 600 P&C Index"). The graph assumes $100 was invested on December 31, 2017 in our common stock and in each of the below listed indices and that all dividends were reinvested on the date of payment without payment of any commissions. Dollar amounts in the graph are rounded to

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the nearest whole dollar. The performance shown in the graph represents past performance and should not be considered an indication of future performance.

The following table shows the data used in the total return performance graph above.

Period Ended

The foregoing performance graph is being furnished as part of this Annual Report on Form 10-K solely in accordance with the requirement under Rule 14a-3(b)(9) to furnish our shareholders with such information, and therefore, shall not be deemed to be filed or incorporated by reference into any filings by the Company under the Securities Act or Exchange Act.

ITEM 6. [RESERVED]

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ITEM 7.MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

The following Management's Discussion and Analysis of Financial Condition and Results of Operation should be read in conjunction with Part II, Item 8, "Financial Statements and Supplementary Data." Amounts (except per share amounts) are presented in thousands, unless otherwise noted.

FORWARD-LOOKING STATEMENTS

It is important to note that our actual results could differ materially from those projected in any forward-looking statements in this Annual Report on Form 10-K. Please refer to "Forward-Looking Information" and Part I, Item 1A, "Risk Factors" of this report for information concerning factors that could cause actual results to differ materially from the forward-looking statements contained in this Annual Report on Form 10-K.

BUSINESS OVERVIEW

Originally founded in 1946 as United Fire & Casualty Company, United Fire Group, Inc. and its consolidated insurance company subsidiaries provide insurance protection for individuals and businesses through several regional companies. Our property and casualty insurance company subsidiaries are licensed in 50 states plus the District of Columbia and are represented by approximately 1,000 independent agencies.

Reportable Segments

Our property and casualty insurance business operates and reports as one business segment. For more information, refer to Part I, Item 1 "Business" under "General Description."

Pooling Arrangement

All of our property and casualty insurance subsidiaries are members of an intercompany reinsurance pooling arrangement. The Company's pooling arrangement permits the participating companies to rely on the capacity of the entire pool's capital and surplus, rather than being limited to policy exposures of a size commensurate with each participant’s own surplus level.

Geographic Concentration

Property and Casualty Insurance Business

For 2022, approximately 47.5 percent of our property and casualty premiums were written in Texas, California, Iowa, Missouri, and New Jersey.

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In 2022, 2021 and 2020 the direct statutory premiums written by our property and casualty insurance operations were distributed as follows:

Years Ended December 31, % of Total

Sources of Revenue and Expense

We evaluate profit or loss based upon operating and investment results. Profit or loss described in the following sections of this Management's Discussion and Analysis is reported on a pre-tax basis. Our primary sources of revenue are premiums and investment income. Major categories of expenses include losses and loss settlement expenses, underwriting and other operating expenses.

Profit Factors

Our profitability is influenced by many factors, including price, competition, economic conditions, investment returns, interest rates, catastrophic events and other natural disasters, man-made disasters, state regulations, court decisions, and changes in the law. To manage these risks and uncertainties, we seek to achieve consistent profitability through strong agency relationships, exceptional customer service, fair and prompt claims handling, disciplined underwriting, superior loss control services, prudent management of our investments, appropriate matching of assets and liabilities, effective use of ceded reinsurance and effective and efficient use of technology.

We believe our current liquidity position is sufficient to maintain our current operations and we have the ability to draw on our credit facility if needed. See Part II, Item 8, Note 13 "Debt" for more information. Our share repurchase program was suspended in mid-March 2020 and restarted in the first quarter of 2021. Also, the Company maintained the payment of quarterly cash dividends during 2021 and 2022, with the dividends paid in November 2022 marking the 219th consecutive quarter of paying dividends since March 1968.

Stockholders' equity decreased to $740.1 million at December 31, 2022, from $879.1 million at December 31, 2021. The decrease is primarily attributable to the $138.1 million decrease in the net unrealized value from our fixed maturity securities, net of tax, shareholder dividends of $15.9 million, and offset by net income of $15.0 million.

We evaluate goodwill and other intangible assets for impairment at least on an annual basis or whenever events or changes in circumstances indicate that it is more likely than not that the carrying amount of goodwill and other intangible assets may exceed their implied fair value. The Company impaired all goodwill in 2020. The latest evaluation of other intangible assets was completed as of December 31, 2022 and no impairments were deemed necessary.

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As of December 31, 2022, we intend to keep all assets currently leased and honor the terms of the contracts. Also, we have five lease contracts where we are the lessor which we evaluated for impairment. As of December 31, 2022, all payments on these contracts had been received and we fully expect to receive all future payments on time.

The decline in certain sectors of the equity and bond markets in 2022 due to economic conditions did have a material impact on the fair value of our investments. The Company's investment philosophy, objectives, approach and program have not changed. During 2022 we had a decrease in the fair value of equity securities of $12.8 million and a decrease in value of our investments in limited liability partnerships of $7.9 million from the values reported at December 31, 2021.

The Company has a highly rated fixed maturity portfolio, with low credit risk. The Company recognized an increase in unrealized losses of $138.1 million, net of tax, at December 31, 2022 on its available-for-sale fixed maturity portfolio due to an increase in interest rates. In addition, we adopted new accounting guidance on January 1, 2020, which changes the measurement of credit losses for our investment in available-for-sale fixed maturities and our mortgage loans, and this also impacts our reinsurance receivables. The adoption of this new guidance resulted in an immaterial allowance for credit losses to be recorded for each of these assets on our balance sheet as of December 31, 2022. For more information on credit losses, please refer to Part II, Item 8, Note 1 "Summary of Significant Accounting Policies" and Note 2 "Summary of Investments" of this Annual Report on Form 10-K.

MEASUREMENT OF RESULTS

Our consolidated financial statements are prepared on the basis of GAAP. We also prepare financial statements for each of our insurance company subsidiaries based on statutory accounting principles and file them with insurance regulatory authorities in the states where they do business.

Management evaluates our operations by monitoring key measures of growth and profitability. The following provides further explanation of the key measures management uses to evaluate our results:

Catastrophe losses is an operational measure which utilizes the designations of the Insurance Services Office ("ISO") and are reported with losses and loss settlement expense amounts net of reinsurance recoverables, unless specified otherwise. According to the ISO, a catastrophe loss is defined as a single unpredictable incident or series of closely related incidents that result in $25.0 million or more in U.S. industry-wide direct insured losses to property and that affect a significant number of insureds and insurers ("ISO catastrophe"). In addition to ISO catastrophes, we also include as catastrophes those events ("non-ISO catastrophes"), which may include U.S. or international losses, that we believe are, or will be, material to our operations, either in amount or in number of claims made. Management, at times, may determine for comparison purposes of our financial results that it is more meaningful to exclude extraordinary catastrophe losses and resulting litigation. The frequency and severity of catastrophic losses we experience in any year affect our results of operations and financial position. In analyzing the underwriting performance of our property and casualty insurance business, we evaluate performance both including and excluding catastrophe losses. Portions of our catastrophe losses may be recoverable under our catastrophe reinsurance agreements. We include a discussion of the impact of catastrophes because we believe it is meaningful for investors to understand the variability in our periodic earnings.

Years Ended December 31,

(1) Includes international assumed losses.

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RESULTS OF OPERATIONS FOR THE YEARS ENDED DECEMBER 31, 2022, 2021 AND 2020

FINANCIAL HIGHLIGHTS

Years Ended December 31, % Change

Revenues

Benefits, losses and expenses

GAAP Ratios:

NM = not meaningful

(1) Net underlying loss ratio is defined as the net loss ratio less impacts of catastrophes and non-catastrophe prior year reserve development.

(2) Net loss ratio is calculated by dividing the sum of losses and loss settlement expenses by net premiums earned. We use the net loss ratio as a measure of the overall underwriting profitability of the insurance business we write and to assess the adequacy of our pricing. Our net loss ratio is meaningful in evaluating our financial results as reported in our Consolidated Financial Statements.

(3) Expense ratio is calculated by dividing non-deferred underwriting expenses and amortization of deferred policy acquisition costs by net premiums earned. The expense ratio measures a company's operational efficiency in producing, underwriting and administering its insurance business.

(4) Combined ratio is a commonly used financial measure of property and casualty underwriting performance. A combined ratio below 100.0 percent generally indicates a profitable book of business. The combined ratio is the sum of the net loss ratio and the underwriting expense ratio.

In 2022, the decrease in net income compared to 2021 was primarily due to lower premiums earned, lower net investment income from a decrease in value of other long-term assets, and net investment losses from a decrease in the fair value of equity securities, as compared to net investment gains for the same period in 2021.

Net income reported in 2021 as compared to a net loss in 2020 was primarily due to a decrease in losses and loss settlement expenses, a decrease in other underwriting expenses, an increase in investment income and net investment

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gains from an increase in the fair value of equity securities, as compared to net investment losses for the same period in 2020. These were partially offset by a decrease in net premiums earned.

Premiums

The following table shows our premiums written and earned for 2022, 2021and2020:

% Change

NM = not meaningful

(1) Net premiums written: Net premiums written is frequently used by industry analysts and other recognized reporting sources to facilitate comparisons of the performance of insurance companies. Net premiums written are the amount charged for insurance policy contracts issued and recognized on an annualized basis at the effective date of the policy. Management believes net premiums written are a meaningful measure for evaluating insurance company sales performance and geographical expansion efforts. Net premiums written for an insurance company consists of direct premiums written and reinsurance assumed, less reinsurance ceded. Net premiums earned is calculated on a pro rata basis over the terms of the respective policies. Unearned premium reserves are established for the portion of premiums written applicable to the unexpired term of insurance policy in force. The difference between net premiums earned and net premiums written is the change in unearned premiums and change in prepaid reinsurance premiums.

Net Premiums Written

Net premiums written comprise direct and assumed premiums written, less ceded premiums written. Direct premiums written are the total policy premiums, net of cancellations, associated with policies issued and underwritten by our property and casualty insurance business. Assumed premiums written are the total premiums associated with the insurance risk transferred to us by other insurance and reinsurance companies pursuant to reinsurance contracts. Ceded premiums written is the portion of direct premiums written that we cede to our reinsurers under our reinsurance contracts. Net premiums earned are recognized ratably over the life of a policy and differ from net premiums written, which are recognized on the effective date of the policy.

Direct Premiums Written

Direct premiums written decreased $17.8 million in 2022 as compared to 2021 primarily due to our continued focus on improving profitability through non-renewal of under-performing accounts in our commercial auto line of business. Direct premiums written decreased $153.8 million in 2021 as compared to 2020 primarily due to our focus on improving profitability through non-renewal of under-performing accounts in our commercial auto line of business and our exit from the personal lines business which began in September 2020.

Assumed Premiums Written

Assumed premiums written increased $59.8 million in 2022 as compared to 2021 due to growth of our assumed book by the addition of new programs and cedant premium growth.

Assumed premiums written increased $96.0 million in 2021 as compared to 2020 due to growth of our assumed book by the addition of new programs and cedant premium growth.

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Ceded Premiums Written

Direct premiums written are reduced by the ceded premiums that we pay to reinsurers. For 2022, the ratio of ceded premiums to direct written premiums is nearly the same as it was in 2021, and thus ceded premiums written are only down as a reflection of decreased direct premiums written. For 2021, we ceded 13.8 percent more premiums to reinsurers related to the Fund's at Lloyd's agreement offset by a decrease in written premium for ICAT (International Catastophe), decrease in reinstatement premium paid for catastrophe events, and decreased placement of facultative reinsurance.

Losses and Loss Settlement Expenses

Climate Change and Catastrophe Exposures

Catastrophe losses are inherent risks of the property and casualty insurance business. Catastrophic events include, without limitation, hurricanes, tornadoes, earthquakes, hailstorms, wildfires, high winds, winter storms and other natural disasters, along with man-made exposures to losses resulting from, without limitation, acts of war, acts of terrorism and political instability. Such events result in insured losses that can be, and may continue to be, a material factor in our results of operations and financial position, as the extent of losses from a catastrophe is a function of both the total amount of insured exposure in an area affected by the event and the severity of the event. Because the level of insured losses that may occur in any one year cannot be accurately predicted, these losses contribute to fluctuations in our year-to-year results of operations and financial position. Some types of catastrophes are more likely to occur at certain times within the year than others, which adds an element of seasonality to our property and casualty insurance claims. Our property and casualty insurance business experiences some seasonality with regard to premiums written, which are generally highest in January and July and lowest during the fourth quarter. Losses and loss settlement expenses incurred tend to remain consistent throughout the year, with the exception of catastrophe losses, which generally are highest in the second and third quarters. The frequency and severity of catastrophic events are difficult to accurately predict in any year. However, some geographic locations are more susceptible to these events than others.

We control our direct insurance exposures in regions that are prone to naturally occurring catastrophic events through a combination of geographic diversification, restrictions on the amount and location of new business production in such regions, and reinsurance. We regularly assess our concentration of risk exposures in natural catastrophe exposed areas and consider the impacts of climate change and the unpredictability of future trends in adjusting our geographic concentrations in the United States. We have strategies and underwriting standards to manage these exposures through individual risk selection, subject to regulatory constraints, and through the purchase of catastrophe reinsurance coverage. We use catastrophe modeling and a risk concentration management tool to monitor and control our accumulations of potential losses in natural catastrophe exposed areas of the United States, such as the Gulf Coast and East Coast, as well as in areas of exposure in other countries where we are exposed to a portion of an insurer's underwriting risk under our assumed reinsurance contracts.

Overall, the models indicate increased risk estimates for our exposure to hurricanes in the U.S., but the impact of the models on our book of business varies significantly among the regions that we model for hurricanes. Based on our analysis, we have implemented more targeted underwriting and rate initiatives in some regions. We intend to continue to take underwriting actions and/or purchase additional reinsurance as necessary to reduce our exposure.

Catastrophe modeling generally relies on multiple inputs based on experience, science, engineering and history, and the selection of those inputs requires a significant amount of judgment. The modeling results may also fail to account for risks that are outside the range of normal probability or are otherwise unforeseen. Because of this, actual results may differ materially from those derived from our modeling assumptions.

Despite our efforts to manage our catastrophe exposure, the occurrence of one or more severe natural catastrophic events in heavily populated areas could have a material effect on our results of operations, financial condition or liquidity.

The process of estimating and establishing reserves for losses incurred from catastrophic events is inherently uncertain and the actual ultimate cost of a claim, net of reinsurance recoveries, may vary materially from the

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estimated amount reserved. Although we reinsure a portion of our exposure, reinsurance may prove to be inadequate if a major catastrophic event exceeds our reinsurance limits or if we experience a number of small catastrophic events that individually fall below our reinsurance retention level.

Catastrophe Losses

In 2022, our pre-tax catastrophe losses were $73.5 million, a decrease of $25.1 million compared to $98.6 million in 2021 and a decrease of $68.5 million as compared to $142.0 million in 2020. In 2022, our catastrophe losses included 45 events. Catastrophe losses in 2022 added 7.7 percentage points to the combined ratio, which is above our historical 10-year average of 7.0 percentage points.

In 2021, our pre-tax catastrophe losses were $98.6 million, a decrease of $43.4 million compared to $142.0 million in 2020 and an increase of $34.2 million as compared to $64.4 million in 2019. In 2021, our catastrophe losses included 58 events. Catastrophe losses in 2021 added 10.2 percentage points to the combined ratio, which was above our historical 10-year average of 7.3 percentage points.

Catastrophe Reinsurance

In 2022, the company entered into a pillared loss occurrence program in addition to the Excess of Loss ("XOL") ceded reinsurance program. Our catastrophe reinsurance retention level was $15.0 million for the XOL ceded reinsurance treaty and $5.0 million for the pillared loss occurrence program. We did not experience any property catastrophe events that produced a reported loss to either program. IBNR on certain catastrophe losses in 2022 have considered these insurance programs.

In 2021we exceeded our catastrophe reinsurance retention level of $20.0 million with winter storm Uri which caused widespread freezing damages across multiple states in February. Uri was a full retention loss, with losses in excess of our stated reinsurance retention of $20.0 million. Total losses from this storm, including assumed reinsurance, were $28.5 million with $7 million of reinsurance recoveries. In 2021, we also exceeded our catastrophe reinsurance retention level of $20.0 million from further loss development from the April 2020 Midwest hail storm. A majority of the losses occurred in 2020, with the reinsurance retention level reached in 2021.

The majority of the Company's catastrophe reinsurance programs renewed on January 1, 2023, including the XOL treaty, earthquake quota share and pillared occurrence program. During the renewal period in 2022, reinsurance markets hardened and the industry experienced increasing reinsurance pricing and lower reinsurer capacity. The Company was able to renew previous programs and we expect to have an increase in reinsurance costs of one to two percent of the combined ratio, which we anticipate to offset with increases in direct premiums written.

We use many reinsurers, both domestic and foreign, which helps us to avoid concentrations of credit risk associated with our reinsurance. All reinsurers we do business with must meet the following minimum criteria: capital and surplus of at least $300.0 million and an A.M. Best rating or an S&P rating of at least "A-." If a reinsurer is rated by both rating agencies, then both ratings must be at least an "A-."

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The following table represents the primary reinsurers we utilize and their financial strength ratings as of December 31, 2022:

Name of Reinsurer A.M. Best S&P Rating

Everest Reinsurance Company(2) A+ A+

General Reinsurance Corporation(2) A++ AA+

Hannover Rueckversicherung AG (1) (2) A+ AA-

Lloyd's A A+

Munich Re(2) A+ AA-

Odyssey Re(2) A A

Partner Re(1)(2) A+ A+

QBE Reinsurance Corporation(1) A A+

R&V Versicherung AG(2) N/A A+

Renaissance Re A+ A+

SCOR Reinsurance Company(1)(2) A+ A+

Toa Re(1) A A

Tokio Marine Kiln A++ A+

Transatlantic Re(1) A+ AA+

(1)Primary reinsurers participating in the property and casualty excess of loss programs.

(2)Primary reinsurers participating in the surety excess of loss program.

Refer to Part II, Item 8, Note 4 "Reinsurance" for further discussion of our reinsurance programs.

Terrorism Coverage

The Terrorism Risk Insurance Program Reauthorization Act of 2019 (TRIPRA) is the fourth reauthorization of the law, which was previously reauthorized in 2005, 2007, and 2015. TRIPRA coverage is effective through December 31, 2027 and preserves the current industry loss trigger of $200 million per year, and gradually increased the industry-wide retention to $37.5 billion per year. TRIPRA coverage includes most direct commercial lines of business, including coverage for losses from nuclear, biological and chemical exposures if coverage was afforded by an insurer, with exclusions for commercial automobile insurance, burglary and theft insurance, surety, professional liability insurance and farm owners' multiple peril insurance. Under TRIPRA, each insurer has a deductible amount, which is 20.0 percent of the prior year's direct commercial lines earned premiums for the applicable lines of business, and retention of 15.0 percent above the deductible. No insurer that has met its deductible shall be liable for the payment of any portion of that amount that exceeds the annual aggregate loss cap specified in TRIPRA. TRIPRA provides marketplace stability. As a result, coverage for terrorist events in both the insurance and reinsurance markets is often available. The amount of aggregate losses necessary for an act of terrorism to be certified by the U.S. Secretary of the Treasury, the Secretary of State and the Attorney General was $200.0 million for 2022 and remains the same for 2023. Our TRIPRA deductible was $132.6 million for 2022 and our TRIPRA deductible is expected to be $124.8 million for 2023. Our catastrophe and non-catastrophe reinsurance programs provide limited coverage for terrorism exposure excluding nuclear, biological and chemical-related claims.

2022 Results

In 2022, our losses and loss settlement expenses were 2.3 percent lower than 2021 and our net loss ratio decreased 0.7 points. The primary driver for the decline is a reduction of loss and loss settlement expenses of $27.0 million in personal lines related to our exit of that business. This was offset by an increase in reinsurance assumed related to our growth in that business from the prior year. Our commercial lines were down slightly and will be discussed in more detail in Net Loss Ratios by Line. In 2022, catastrophe losses were $73.5 million in both our direct business and assumed reinsurance business as compared to $98.6 million in 2021.

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2021 Results

In 2021, our losses and loss settlement expenses were 25.0 percent lower than 2020 and our net loss ratio decreased 14.7 points. The decrease in losses and loss settlement expenses was primarily due to a decrease in frequency and severity of commercial auto liability losses and comparatively lower catastrophe losses. In 2021, catastrophe losses were $98.6 million in both our direct business and assumed reinsurance business as compared to $142.0 million in 2020.

Reserve Development

For many liability claims, significant periods of time, ranging up to several years, and for certain construction defect claims, more than a decade, may elapse between the occurrence of the loss, the reporting of the loss to us and the settlement or other disposition of the claim. As a result, loss experience in the more recent accident years for the long-tail liability coverages has limited statistical credibility in our reserving process because a relatively small proportion of losses in these accident years are reported claims and an even smaller proportion are paid losses. In addition, long-tail liability claims are more susceptible to litigation and can be significantly affected by changing contract interpretations and the legal environment. Consequently, the estimation of loss reserves for long-tail coverages is more complex and subject to a higher degree of variability. Reserves for these long-tail coverages represent a significant portion of our overall carried reserves.

When establishing reserves and monitoring reserve adequacy, we analyze historical data and consider the potential impact of various loss development factors and trends including historical loss experience, legislative enactments, judicial decisions, legal developments in imposition of damages, experience with alternative dispute resolution, results of our medical bill review process and changes and trends in general economic conditions, including the effects of inflation. All of these factors influence our estimates of required reserves and for long-tail lines these factors can change over the course of the settlement of the claim. However, there is no precise method for evaluating the specific dollar impact of any individual factor on the development of reserves.

Our reserving philosophy is to reserve claims to their ultimate expected loss amount as soon as practicable after information about a claim becomes available. This approach tends to produce, on average, conservative case reserves, which we expect to result in some level of favorable development over the course of settlement.

2022 Development

The property and casualty insurance business experienced $12.9 million of unfavorable development in our net reserves for prior accident years for the twelve-month period ended December 31, 2022. The two lines that contributed to the majority of the unfavorable development were commercial other liability with $47.8 million and commercial fire and allied with $24.8 million unfavorable development. This was offset partially by favorable development on commercial automobile which contributed $56.7 million. The unfavorable development in commercial other liability and commercial fire and allied was due to paid loss and loss adjustment expense (“LAE”) which was greater than reductions in reserves for unpaid loss and LAE. The favorable development for commercial automobile was from both loss and LAE where reductions of reserves for unpaid liabilities were more than sufficient to offset actual paid loss and paid LAE. Reductions in reserves for IBNR claims also contributed favorable development.

2021 Development

The property and casualty insurance business experienced $48.9 million of favorable development in our net reserves for prior accident years for the twelve-month period ended December 31, 2021. Two lines contributed the majority of favorable development with the largest contribution coming from commercial automobile which had $43.3 million favorable development, followed by workers' compensation which had $10.9 million favorable development. All other individual lines, with the exception of commercial other liability, experienced favorable development. Commercial other liability experienced $20.7 million of unfavorable development. The favorable

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development for commercial automobile was from both loss and LAE where reductions of reserves for unpaid liabilities were more than sufficient to offset actual paid loss and paid LAE. The favorable development for workers’ compensation was from both loss and LAE and for loss the reductions in reserves for reported claims were more than sufficient to offset paid loss; reductions in reserves for IBNR claims also contributed favorable development in addition to LAE where reductions in reserves were more than sufficient to offset payments. Commercial other liability experienced unfavorable development due to paid loss which was greater than reductions in reserves for unpaid loss; LAE developed favorably and partially offset the unfavorable loss development.

2020 Development

The property and casualty insurance business experienced $17.7 million of favorable development in our net reserves for prior accident years for the twelve-month period ended December 31, 2020. Four lines contributed the majority of favorable development with the largest contribution coming from workers' compensation which had $25.4 million favorable development followed by commercial fire and allied lines which had $10.7 million favorable development. The two other lines which experienced favorable development were fidelity and surety with $2.1 million favorable development and personal automobile with $1.9 million favorable development. The favorable development for workers’ compensation was primarily from reductions in reserves for reported claims which were more than sufficient to offset paid loss. Reductions in reserves for IBNR claims also contributed favorable development in addition to LAE where reductions in reserves were more than sufficient to offset payments. Commercial fire and allied lines developed favorably because reductions in reserves for reported claims combined with reductions in reserves for IBNR claims were more than sufficient to offset paid loss; LAE also contributed favorable development with reductions in reserves more than sufficient to offset payments. Fidelity and surety loss developed favorably because a reduction in reserves for IBNR claims was more than sufficient to offset both paid loss and increases in reserves for reported claims. The personal automobile line of business developed favorably because reductions of reserves for reported claims combined with reductions of reserves for IBNR claims were more than sufficient to offset paid loss; LAE also contributed favorable development with reductions in reserves more than sufficient to offset payments. Much of the favorable development was offset by unfavorable development from three lines with the largest contribution coming from commercial liability which experienced $12.8 million unfavorable development. The two other lines which experienced unfavorable development were reinsurance assumed with $6.4 million unfavorable development and commercial automobile with $4.0 million unfavorable development. The commercial liability line of business experienced unfavorable development due to paid loss which was greater than reductions in reserves for unpaid loss; LAE developed favorably and partially offset the unfavorable loss development. The unfavorable development for the reinsurance assumed line of business was due to paid loss which was greater than reductions in reserves for unpaid loss. The commercial automobile line of business experienced unfavorable development because paid loss was greater than reductions in reserves for unpaid loss, but a portion of the unfavorable loss development was offset by favorable development from LAE where payments were more than offset by reductions of reserves for unpaid loss adjustment expense. On an all lines combined basis, favorable development is attributable to LAE which continues to benefit from additional litigation management efforts. The lines of business not mentioned individually above contributed an additional combined total of $0.8 million of favorable development.

Reserve development amounts can vary significantly from year-to-year depending on a number of factors, including the number of claims settled and the settlement terms, and are subject to reallocation between accident years and lines of business.

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Net Loss Ratios by Line

The following table depicts our net loss ratios for 2022, 2021 and 2020:

Commercial lines

Personal lines

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Commercial Lines

The net loss ratio in our commercial lines of business, excluding assumed reinsurance, was 69.8 percent in 2022 compared to 67.0 percent in 2021 and 77.8 percent in 2020. The net loss dollars for 2022 compared to 2021 are lower by 0.8 percent but the loss ratio increased due to the contraction of premiums in 2022. The net loss ratio in 2021 decreased compared to 2020 primarily due to comparatively lower catastrophe losses and a decrease in frequency and severity of commercial auto liability losses.

Other Liability

Other liability is business insurance covering bodily injury and property damage arising from general business operations, accidents on the insured's premises and products manufactured or sold. Because of the long-tail nature of liability claims, significant periods of time, ranging up to several years, may elapse between the occurrence of the loss, the reporting of the loss to us and the settlement of the claim.

The net loss ratio deteriorated 15.0 percentage points in 2022 compared to 2021. The increase in the loss ratio is related to an increase in severity. During 2022, a combination of deeper analytical insights and emerging claim experience has increased our view of potential exposure within this line which has led to reserve strengthening.

Construction Defect Losses

At December 31, 2022, we had $103.8 million in construction defect loss and loss settlement expense reserves (excluding IBNR reserves which are calculated at the overall other liability commercial line), which consisted of 5,338 claims. In comparison, at December 31, 2021, we had reserves of $86.8 million, excluding IBNR reserves, consisting of 4,496 claims. Our West Coast region continues to be the origin of the majority of the construction defect claim activity.

Construction defect claims generally relate to allegedly defective work performed in the construction of structures such as apartments, condominiums, single family dwellings or other housing, as well as the sale of defective building materials. Such claims seek recovery due to damage caused by alleged deficient construction techniques or workmanship. The reporting of such claims can be quite delayed due to an extended statute of limitations, sometimes up to ten years. Court decisions have expanded insurers' exposure to construction defect claims as well. Defense costs are also a part of the insured expenses covered by liability policies and can be significant, sometimes greater than the cost of the actual paid claims.

We have exposure to construction defect liabilities in Texas, Colorado and surrounding states. We have historically insured small- to medium-sized contractors in this geographic area. In an effort to limit the number of future claims from multi-unit buildings, we implemented policy exclusions in 2009, later revised in 2010, that exclude liability coverage for contractors performing "residential structural" operations on any building project with more than 12 units or on single family homes in any subdivision where the contractor is working on more than 15 homes. The exclusions do not apply to remodeling or repair of an existing structure. We also changed our underwriting guidelines to add a professional liability exclusion when contractors prepare their own design work or blueprints and implemented the multi-family exclusion and tract home building limitation form for the state of Colorado and our other western states as a means to reduce our exposure in future years. When offering commercial umbrella coverage for structural residential contractors, limits of liability are typically limited to a maximum of $2.0 million per occurrence. Requests to provide additional insured status for "developers" are declined.

As a result of our acquisition of Mercer Insurance Group, Inc. in 2011, we added construction defect exposure in the states of California, Nevada and Arizona. Mercer Insurance Group, Inc. has been writing in these states for more than 20 years. In order to minimize our exposure to construction defect claims in this region, we continually review the coverage we offer and our pricing models. In an effort to limit our exposure from residential multi-unit buildings, we started including condominium and townhouse construction policy exclusions in 2012 for our contracting policies in this region. For the majority of our residential contractors we limit the size of any tracts the contractor is working on to 25 homes or less and do not include a continuous trigger with our designated work exclusion. In a majority of the policies in our small service, repair and remodel contractors program, we have a

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favorable new residential construction exclusion. We also apply strict guidelines when additional insured forms are required and changed our underwriting guidelines to limit our exposure to large, multi-party construction defect claims.

Commercial Fire and Allied Lines

Commercial fire and allied lines include fire, allied lines, commercial multiple peril and inland marine. The insurance covers losses to an insured's property, including its contents, from weather, fire, theft or other causes. We provide this coverage through a variety of business policies.

The net loss ratio deteriorated 13.8 percentage points in 2022 compared to 2021. The deterioration in 2022 is related to an increase in severity of non-catastrophe claims.

Commercial Automobile

Our commercial automobile insurance covers physical damage to an insured's vehicle, as well as liabilities to third parties. Automobile physical damage insurance covers loss or damage to vehicles from collision, vandalism, fire, theft, flood or other causes. Automobile liability insurance covers bodily injury, damage to property resulting from automobile accidents caused by the insured, uninsured or under-insured motorists and the legal costs of defending the insured against lawsuits.

The net loss ratio improved 18.2 percentage points in 2022 compared to 2021. The improvement is attributable to a decrease in frequency and severity of commercial auto losses, which is the direct result of our continued focus to increase the quality of our commercial auto book of business through non renewing underperforming accounts and rate increases.

Workers' Compensation

We consider our workers' compensation business to be a companion product; we rarely write stand-alone workers' compensation policies. Our workers' compensation insurance covers primarily small- to mid-size accounts. The net loss ratio improved 21.8 percentage points in 2022 compared to 2021. This line experienced improvement with lower frequency of losses, a decline in severity and favorable prior accident year reserve development.

Fidelity and Surety

Our surety products guarantee performance and payment by our bonded principals. Our contract bonds protect owners from failure to perform on the part of our principals. In addition, our surety bonds protect material suppliers and subcontractors from nonpayment by our contractors. When surety losses occur, our loss is determined by estimating the cost to complete the remaining work and to pay the contractor's unpaid bills, offset by contract funds due to the contractor, reinsurance, and the value of any collateral to which we may have access.

The net loss ratio deteriorated 8.5 percentage points in 2022 compared to 2021. This line continues to perform well with a low loss ratio of 17.9 percent as we expand this book of business. The deterioration is due to an increase in severity of losses in 2022 as compared to 2021.

Personal Lines

Our personal lines consist primarily of fire and allied lines (including homeowners) and automobile lines. The negative loss ratio is due to reserves developing favorably after our independent insurance agents transferred their personal lines policies to Nationwide Mutual Insurance Company.

Assumed Reinsurance

Our assumed reinsurance portfolio is comprised of contracts that provide reinsurance protection to insurance companies. We only reinsure companies with attractive expected profitability, relevant materiality, and strong reputation. Our reinsurance business focuses on long-term relationships.

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Net earned premium grew to $108.5 million in 2022 compared to $59.7 million in 2021. The net loss ratio improved 11.9 percentage points in 2022 compared to 2021. Results benefited from hardened reinsurance rates, as well as our disciplined approach to underwriting.

Underwriting Expense Ratio

Our underwriting expense ratio, which is a percentage of amortization of deferred policy acquisition costs and other underwriting expenses over net premiums earned, was 34.4 percent, 32.6 percent and 33.5 percent for 2022, 2021, and 2020, respectively. The increase in expense ratio in 2022 as compared to 2021 was primarily driven by the non-recurring benefit in 2021 resulting from the change in design of our employee post-retirement benefit plans. The decrease in the expense ratio in 2021 as compared to 2020 was primarily due to the change in the design of our employee post-retirement benefit plans and a decrease in the acceleration of the amortization of our deferred acquisition costs due to improved profitability in our commercial auto line of business.

Federal Income Taxes

We reported a federal income tax benefit on a consolidated basis of $3.0 million or (24.5) percent of pre-tax income in 2022. For 2022, the effective tax rate varied from the statutory federal income tax expense rate at 21.0 percent, due primarily to our portfolio of tax-exempt securities and general business tax credits. In 2021, federal income tax expense on a consolidated basis was $16.2 million or 16.8 percent of pre-tax income and federal income tax benefit on a consolidated basis was $56.8 million or 33.5 percent of pre-tax loss in 2020.

Deferred tax assets are reduced by a valuation allowance when management believes it is more likely than not that some, or all, of the deferred taxes will not be realized. After considering all positive and negative evidence of taxable income in the carryback and carryforward periods and our tax planning strategy of holding debt securities with unrealized losses to maturity or recovery, we believe it is more likely than not that all the deferred assets will be realized. As a result, we have no valuation allowance at December 31, 2022 and 2021.

As of December 31, 2022, we had no alternative minimum tax credit carryforwards.

INVESTMENTS

Investment Environment

Following a very successful 2021, most investors experienced a difficult year in 2022. Stock prices plummeted and U.S. bonds suffered their worst selloff ever, the combination of which had a chilling effect on capital markets more broadly. The IPO market endured a year of record low issuance, mergers and acquisition activity was relatively subdued, and most saw the value of their 401(k) account drop significantly.

The S&P 500 fell 19.4% for the year, while the Dow Jones Industrial Average dropped 8.8%. The Nasdaq Composite Index plunged 33.1% as Technology shares felt the adverse effects of higher interest rates and prospects of a slowing economy. All three U.S. indices logged their worst annual performance since 2008. The closing yield on 10-year U.S. Treasuries climbed from 1.512% at the end of 2021 to as high as 4.244% in October before settling at 3.877% at year-end. Most major bond indices were down 15-20% for the year.

There were many factors contributing to the narrative, but at the heart of 2022’s performance was consumer and producer price inflation not seen in over forty years. What was originally believed to be “transitory” pricing pressures turned into a significant challenge for policy makers, which required extraordinary measures in response. Making matters more difficult was Russia’s invasion of Ukraine, which sent energy prices soaring in the first quarter and disrupted food and energy supply chains globally. However, even as oil and gas prices moderated and supply chains came into line, inflation remained stubbornly high. In response, the Federal Reserve initiated its most aggressive interest rate increases since the 1980s. By the end of 2022, policymakers had lifted the Fed Funds rate from 0% to 4.50%, with four consecutive 75 basis point increases from June to November.

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Tighter financial conditions led portfolio managers to flee the most popular investments from prior years. In a period of zero interest rates, which was the decade or so following the financial crisis of 2008, it cost very little to invest in growth stocks regardless of whether those companies were profitable. With short-term bonds and other cash-like investments now delivering yields not seen in several years, portfolio managers chose to rotate away from risky investments with uncertain prospects. Commodities were the big winner in 2022, with the Energy Sector of the S&P 500 returning 65.8%. Utilities placed a distant second, delivering 1.41% total return for the year.

Fed officials have been steadfast in saying their work is far from over, but markets are positioning for a more dovish future state. Although wages have been increasing, they are not currently keeping pace with the overall level of inflation. Therefore, the consumer’s true purchasing power is deteriorating, and this is one of the primary issues monetary policy is attempting to cure. Signs the economy is cooling began to appear in the fourth quarter. As we closed-out the year, yields on short- and long-term Treasuries seemed to be pricing for a less restrictive Fed, and not a central bank intent on keeping monetary policy tight for the foreseeable future. The economy and financial markets are set-up for a pivotal year in 2023, with a meaningful lack of clarity on the future path forward for investors. That said, there are reasonable scenarios to consider in the year ahead to both downside risk and upside opportunity.

Investment Philosophy

The Company's assets are invested to preserve capital and maximize after-tax returns while maintaining an appropriate balance of risk. The return on our portfolio is an important component of overall financial results, but quality and safety of principal is the highest priority of our investment program. Our general investment philosophy is to purchase financial instruments with the expectation that we will hold them to their maturity. However, active management of our portfolio is considered necessary to appropriately manage risk, achieve portfolio objectives and maximize investment income as market conditions change.

Each of our insurance company subsidiaries develops an appropriate investment strategy that aligns with its business needs and supports United Fire's strategic plan and risk appetite. The portfolio is structured to be in compliance with state insurance laws that prescribe the quality, concentration and type of investments that may be made by insurance companies.

Investment Portfolio

Our invested assets at December 31, 2022 totaled $1,844.9 million, compared to $2,064.7 million at December 31, 2021, a decrease of $219.8 million. At December 31, 2022, fixed maturity securities and equity securities comprised 84.1 percent and 9.2 percent of our investment portfolio, respectively. Because the primary purpose of the investment portfolio is to fund future claims payments, we utilize a conservative investment philosophy, investing in a diversified portfolio of high-quality, intermediate-term taxable corporate bonds, taxable U.S. government and government agency bonds and tax-exempt U.S. municipal bonds. Our overall investment strategy is to stay fully invested (i.e., minimize cash balances). If additional cash is needed, we have the ability to borrow funds available under our revolving credit facility.

Composition

We develop our investment strategies based on a number of factors, including estimated duration of reserve liabilities, short- and long-term liquidity needs, projected tax status, general economic conditions, expected rates of inflation and regulatory requirements. We administer our investment portfolio based on investment guidelines approved by management and the investment committee of our Board of Directors that comply with applicable statutory regulations.

The composition of our investment portfolio at December 31, 2022 is presented at carrying value in the following table:

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Percent

(In Thousands) of Total

Fixed maturities:

Trading securities —

Other long-term investments 86,276 4.7

Short-term investments 275 —

At December 31, 2022 and December 31, 2021, our fixed maturities portfolio is classified as available-for-sale. Available-for-sale fixed maturity securities are carried at fair value, with changes in fair value recognized as a component of accumulated other comprehensive income in stockholders' equity. We record convertible redeemable preferred debt securities and equity securities at fair value, with any changes in fair value recognized in earnings.

As of December 31, 2022 and 2021, we did not have direct exposure to investments in subprime mortgages or other credit enhancement vehicles.

Credit Quality

The following table shows the composition of fixed maturity securities held in our available-for-sale security portfolios by credit rating at December 31, 2022 and 2021. Information contained in the table is generally based upon the issue credit ratings provided by Moody's, unless the rating is unavailable, in which case we obtain it from Standard & Poor's.

Rating Carrying Value % of Total Carrying Value % of Total

Duration

Our investment portfolio is invested primarily in fixed maturity securities whose fair value is susceptible to market risk, specifically interest rate changes. Duration is a measurement used to quantify our inherent interest rate risk and analyze our ability to match our invested assets to our reserve liabilities. If our invested assets and reserve liabilities have similar durations, then any change in interest rates will have an equal effect on these accounts. The primary purpose for matching invested assets and reserve liabilities is liquidity. With appropriate matching, our investments will mature when cash is needed, preventing the need to liquidate other assets prematurely. Mismatches in the duration of assets and liabilities can cause significant fluctuations in our results of operations.

The weighted average effective duration of our portfolio of fixed maturity securities was 4.3 years at December 31, 2022 compared to 3.9 years at December 31, 2021.

The amortized cost and fair value of available-for-sale and trading fixed maturity securities at December 31, 2022, by contractual maturity, are shown in the following table. Actual maturities may differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties. Asset-backed securities, mortgage-backed securities and collateralized mortgage obligations may be subject to prepayment risk and are therefore not categorized by contractual maturity.

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(In Thousands) Available-For-Sale

Amortized Fair

Investment Results

We invest the premiums received from our policyholders in order to generate investment income, which is an important component of our revenues and profitability. The amount of investment income that we are able to generate is affected by many factors, some of which are beyond our control. Some of these factors are volatility in the financial markets, economic growth, inflation, changes in interest rates, world political conditions, terrorist attacks or threats of terrorism, adverse events affecting other companies in our industry or the industries in which we invest and other unpredictable national or world events. Net investment income decreased 19.4 percent in 2022, compared with the same period of 2021 and was primarily due to the change in the fair value of our investments in limited liability partnerships. The valuation of our investments in limited liability partnerships varies from period to period due to current equity market conditions. We expect to maintain our investment philosophy of purchasing quality investments rated investment grade or better.

An allowance for credit losses is recorded based on a number of factors including the current economic conditions, management's expectations of future economic conditions and performance indicators, such as market value versus amortized cost, investment spreads widening or contracting, rating actions, payment and default history. The following table contains a rollforward of the allowance for credit losses for available-for-sale fixed maturity securities at December 31, 2022:

As of

Beginning balance, January 1, 2022 $ —

Ending balance, December 31, 2022 $ 3

Changes in unrealized gains and losses on available-for-sale fixed maturity securities do not affect net income and earnings per share but do impact comprehensive income, stockholders' equity and book value per share. We believe that any unrealized losses on our available-for-sale fixed maturity securities at December 31, 2022 are temporary based upon our current analysis of the issuers of the securities that we hold and current market conditions. We invest in high quality assets to provide protection from future credit quality issues. Non-credit related unrealized gains and losses are recognized as a component of other comprehensive income and represent other market movements that are not credit related, for example interest rate changes. We have no intent to sell, and it is more likely than not that we will not be required to sell, these securities until the fair value recovers to at least equal our cost basis or the securities mature.

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Net Investment Income

In 2022, our investment income, net of investment expenses, decreased $10.8 million to $44.9 million as compared to 2021, primarily due to the change in the fair value of our investments in limited liability partnerships.

In 2021, our investment income, net of investment expenses, increased $16.1 million to $55.8 million as compared to 2020, primarily due to the change in the fair value of our investments in limited liability partnerships.

The following table summarizes the components of net investment income:

Investment income from operations:

Income on other long-term investments — 0 0

Interest on short-term investments 354 18 107

Interest on cash and cash equivalents 740 252 763

(1)Represents the change in value of our interests in limited liability partnerships that are recorded on the equity method of accounting.

In 2022, 89.4 percentof our gross investment income originated from interest on fixed maturities, compared to 66.7 percent and 96.6 percent in 2021 and 2020, respectively.

The following table details our annualized yield on average invested assets for 2022 , 2021, and 2020, which is based on our invested assets (including money market accounts) at the beginning and end of the year divided by net investment income:

(In Thousands)

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Net Investment Gains and Losses

The following table summarizes the components of our net investment gains or losses:

Net investment gains (losses):

Net gains (losses):

Fixed maturities:

Allowance for credit losses (3) 5 (5)

Trading securities

Change in fair value — — (3,314)

Equity securities

Available-for-sale

Trading securities

Other long-term investments (267) 2,780 —

Short-term investments — — —

Other-than-temporary-impairment charges:

Fixed maturities — — —

Equity securities — — —

Cash equivalents — — —

Net Unrealized Investment Gains and Losses

As of December 31, 2022, net unrealized investment losses, after tax, totaled $88.4 million compared to unrealized gains of $49.8 million and unrealized gains of $83.1 million as of December 31, 2021 and 2020, respectively. The net unrealized investment losses in 2022 was primarily the result of a change in the value of the fixed maturity portfolio due to higher interest rates during 2022.

The decrease in net unrealized investment gains in 2021 was primarily the result of a decrease in fixed maturity securities held and a change in the value of the fixed maturity portfolio due to higher interest rates during 2021. The increase in net unrealized investment gains in 2020 was primarily the result of an increase in the

value of the fixed maturity portfolio due to lower interest rates during 2020.

The following table summarizes the change in our net unrealized investment gains (losses):

Changes in net unrealized investment gains (losses):

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MARKET RISK

Our Consolidated Balance Sheets include financial instruments whose fair values are subject to market risk. The active management of market risk is integral to our operations. Market risk is the potential for loss due to a decrease in the fair value of securities resulting from uncontrollable fluctuations, such as: interest rate risk, equity price risk, foreign exchange risk, credit risk, inflation, or geopolitical conditions. Our primary market risk exposures are: changes in interest rates, deterioration of credit quality in specific issuers, sectors or the economy as a whole, and an unforeseen decrease in the liquidity of securities we hold.

Interest Rate Risk

Interest rate risk is the price sensitivity of a fixed income maturity security or portfolio of securities to changes in level of interest rates. Generally, there is an inverse relationship between changes in interest rates and changes in the price of a fixed income/maturity security. Plainly stated, if interest rates go up (down), bond prices go down (up). A vast majority of our holdings are fixed income maturity and other interest rate sensitive securities that will decrease (increase) in value as interest rates increase (decrease). While it is generally our intent to hold our investments in fixed maturity securities to maturity or recovery, we have classified a majority of our fixed maturity portfolio as available-for-sale. Available-for-sale fixed income maturity securities are carried at fair value on the Consolidated Balance Sheets with unrealized gains or losses reported net of tax in Accumulated Other Comprehensive Income. A change in the prevailing interest rates generally translates into a change in the fair value of our fixed income/maturity securities, and by extension, our overall book value.

Market Risk and Duration

We analyze potential changes in the value of our investment portfolio due to the market risk factors noted above within the overall context of asset and liability management. A technique we use in the management of our investment portfolio is the calculation of duration. Our actuaries estimate the payout pattern of our reserve liabilities to determine their duration, which is the present value of the weighted average payments expressed in years. We then establish a target duration for our investment portfolio so that at any given time the estimated cash generated by the investment portfolio will closely match the estimated cash required for the payment of the related reserves. We structure the investment portfolio to meet the target duration to achieve the required cash flow, based on liquidity and market risk factors.

Impact of Interest Rate Changes

The amounts set forth in the following table detail the impact of hypothetical interest rate changes on the fair value of fixed maturity securities held at December 31, 2022. The sensitivity analysis measures the change in fair values arising from immediate changes in selected interest rate scenarios. We employed hypothetical parallel shifts in the yield curve of plus or minus 100 and 200 basis points in the simulations. Additionally, based upon the yield curve shifts, we employ estimates of prepayment speeds for mortgage-related products and the likelihood of call or put options being exercised within the simulations.

The selection of a 100-basis-point and 200-basis-point increase or decrease in interest rates should not be construed as a prediction by our management of future market events, but rather as an illustration of the potential impact of an event.

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(In Thousands) Points Points Base Points Points

AVAILABLE-FOR-SALE

Fixed maturities

Bonds

States, municipalities and political subdivisions

General obligations:

Special revenue:

Corporate bonds

Collateralized mortgage obligations

To the extent actual results differ from the assumptions utilized, our duration and interest rate measures could be significantly affected. As a result, these calculations may not fully capture the impact of nonparallel changes in the relationship between short-term and long-term interest rates.

Equity Price Risk

Equity price risk is the potential loss arising from changes in the fair value (i.e., market price) of equity securities held in our portfolio. Changes in the price of an equity security may be due to a change in the future earnings capacity or strategic outlook of the security issuer, and what investors are willing to pay for those future earnings and related strategy. The carrying values of our equity securities are based on quoted market prices, from an independent source, as of the balance sheet date. Market prices of equity securities, in general, are subject to fluctuations that could cause the amount to be realized upon the future sale of the securities to differ significantly from the current reported value. The fluctuations may result from perceived changes in the underlying economic characteristics of the security issuer, the relative price of alternative investments, general market conditions, and supply/demand factors related to a particular security.

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Impact of Price Change

The following table details the effect on the fair value of our investments in equity securities for a positive and negative 10 percent price change at December 31, 2022:

(In Thousands) -10% Base +10%

Foreign Currency Exchange Rate Risk

Foreign currency exchange rate risk arises from the possibility that changes in foreign exchange rates will impact our financial results. Foreign currency exchange rate risk can occur as a result of investment holdings in foreign currency, settlement of amounts due to or from foreign reinsurers or our participation in FAL. We consider this risk to be immaterial to our operations.

Credit Risk

Credit risk is the willingness and ability of a borrower to repay on time and in full any principal and interest due to the lender. Losses related to credit risk are realized through the income statement and have a direct impact on the earnings of UFG. Given the vast majority of our holdings are fixed income maturity securities, we view credit risk as our primary investment risk. Our internal Investment Department has developed and maintains a rigorous underwriting process to analyze and measure the expected frequency and severity of loss (i.e., credit quality) for government, agency, municipal, structured security, and corporate bond issuers. The objective is to maintain the appropriate balance of risk in our portfolio, consistent with our Investment Policy Statement and conservative investment style, and ensure the portfolio is compensated appropriately for the credit risk it holds. We do have within our municipal bond holdings a small number of securities whose ratings were enhanced by third-party insurance for the payment of principal and interest in the event of an issuer default. Of the insured municipal securities in our investment portfolio, 98.7 percent and 99.6 percent were rated "A" or above, and 95.2 percent and 96.0 percent were rated "AA" or above at December 31, 2022 and 2021, respectively, without the benefit of insurance. Due to the underlying financial strength of the issuers of the securities, we believe that the loss of insurance would not have a material impact on our operations, financial position, or liquidity.

We have no direct exposure in any of the guarantors of our investments. Our largest indirect exposure with a single guarantor totaled $7.7 million or 29.1 percent of our insured municipal securities at December 31, 2022, as compared to $9.4 million or 29.8 percent at December 31, 2021. Our five largest indirect exposures to financial guarantors accounted for $28.7 million and $35.6 million of our municipal securities at December 31, 2022 and 2021, respectively.

LIQUIDITY AND CAPITAL RESOURCES

Liquidity measures our ability to generate sufficient cash flows to meet our short- and long-term cash obligations. Our cash inflows are primarily a result of the receipt of premiums, reinsurance recoveries, sales or maturities of investments, and investment income. Cash provided from these sources is used to fund the payment of losses and loss settlement expenses, the purchase of investments, operating expenses, dividends, pension plan contributions, and in recent years, common stock repurchases.

We monitor our capital adequacy to support our business on a regular basis. The future capital requirements of our business will depend on many factors, including our ability to write new business successfully and to establish premium rates and reserves at levels sufficient to cover losses. Our ability to underwrite is largely dependent upon the quality of our claims paying and financial strength ratings as evaluated by independent rating agencies. In particular, we require (1) sufficient capital to maintain our financial strength ratings, as issued by various rating agencies, at a level considered necessary by management to enable our insurance company subsidiaries to compete and (2) sufficient capital to enable our insurance company subsidiaries to meet the capital adequacy tests performed by regulatory agencies in the United States.

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Cash outflows may be variable because of the uncertainty regarding settlement dates for losses. In addition, the timing and amount of individual catastrophe losses are inherently unpredictable and could increase our liquidity requirements. The timing and amount of reinsurance recoveries may be affected by reinsurer solvency and reinsurance coverage disputes.

Historically, we have generated substantial cash inflows from operations. It is our policy to invest the cash generated from operations in securities with maturities that, in the aggregate, correlate to the anticipated timing of payments for losses and loss settlement expenses. The majority of our assets are invested in available-for-sale fixed maturity securities.

The following table displays a summary of cash sources and uses in 2022, 2021 and 2020:

Cash Flow Summary Years Ended December 31,

Cash provided by (used in)

Our cash flows were sufficient to meet our current liquidity needs for the full-year periods ended December 31, 2022, 2021 and 2020 and we anticipate they will be sufficient to meet our future liquidity needs. We also have the ability to draw on our credit facility if needed. See Part II, Item 8, Note 13 "Debt" for more information.

Operating Activities

Net cash flows used in operating activities totaled $1.3 million in 2022, and provided by operating activities totaled $29.9 million and $41.4 million in 2021 and 2020, respectively. Our cash flows from operating activities were sufficient to meet our liquidity needs for 2022, 2021 and 2020.

Investing Activities

Cash in excess of operating requirements is generally invested in fixed maturity securities and equity securities. Fixed maturity securities provide regular interest payments and allow us to match the duration of our liabilities. Equity securities provide dividend income, potential dividend income growth and potential appreciation. For further discussion of our investments, including our philosophy and portfolio, see the "Investment Portfolio" section contained in this Item.

In addition to investment income, possible sales of investments and proceeds from calls or maturities of fixed maturity securities also can provide liquidity. During the next five years, $0.5 billion, or 32.16% of our fixed maturity portfolio will mature.

We invest funds required for short-term cash needs primarily in money market accounts, which are classified as cash equivalents. At December 31, 2022, our cash and cash equivalents included $31.3 million related to these money market accounts, compared to $43.4 million at December 31, 2021.

Net cash flows used in investing activities totaled $19.2 million in 2022 and net cash flows provided by investing activities totaled $31.7 million in 2021. Net cash flows used in investing activities totaled $92.9 million in 2020. In 2022, we had cash inflows from scheduled and unscheduled investment maturities, redemptions, prepayments, and sales of investments that totaled $280.4 million compared to $451.1 million and $376.2 million for the same period in 2021 and 2020, respectively.

Our cash outflows for investment purchases totaled $297.5 million in 2022, compared to $405.4 million and $450.2 million for the same period in 2021 and 2020, respectively.

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Financing Activities

Net cash flows used in financing activities totaled $15.0 million in 2022 and $17.5 million in 2021. Net cash flow provided by financing activities totaled $18.7 million in 2020. The net cash flows used in financing activities in 2022 is primarily the payment of cash dividends of $15.0 million. The net cash flows used in financing activities in 2021 is primarily the payment of cash dividends of $15.1 million and share repurchases of $2.0 million. The net cash flows provided by financing activities in 2020 is primarily from borrowings of long term debt of $50.0 million offset by the payment of cash dividends of $28.5 million.

Contractual Obligations and Commitments

The following table shows our contractual obligations and commitments, including our estimated payments due by period at December 31, 2022. Time periods of less than one year are considered short-term cash obligations and time periods greater than one year are considered long-term cash obligations.

(In Thousands) Payments Due By Period

Loss and Loss Settlement Expense Reserves

The amounts presented are estimates of the dollar amounts and time periods in which we expect to pay out our gross loss and loss settlement expense reserves. Because the timing of future payments may vary from the stated contractual obligation, these amounts are estimates based upon historical payment patterns and may not represent actual future payments. Refer to "Critical Accounting Policies — Losses and Loss Settlement Expenses" in this section for further discussion.

Long term debt

The Company executed a private placement debt transaction on December 15, 2020 between United Fire & Casualty Company, Federated Mutual Insurance Company, a mutual insurance company domiciled in Minnesota ("Federated Mutual"), and Federated Life Insurance Company, an insurance company domiciled in Minnesota ("Federated Life and together with Federated Mutual, the "Note Purchasers").

UFG sold an aggregate $50.0 million of notes due 2040 to the Note Purchasers. One note with a principal amount of $35.0 million was issued to Federated Mutual and one note with a principal amount of $15.0 million was issued to Federated Life.

Interest payments will be paid quarterly on March 15, June 15, September 15 and December 15 of each year (each such date, an “Interest Payment Date”). The interest rate will equal the rate that corresponds to the A.M. Best Co. (or its successor’s) financial strength rating for members of the United Fire & Casualty Pooled Group as of the applicable Interest Payment Date. Interest expense totaled $3,188 for the year ended December 31, 2022. Payment of interest is subject to approval by the Iowa Insurance Division.

Operating Leases

Our operating lease obligations are for the rental of office space, vehicles, computer equipment and office equipment. For further discussion of our operating leases, refer to Part II, Item 8, Note 12 "Lease Commitments."

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Profit-Sharing Commissions

We offer our agents a profit-sharing plan as an incentive for them to place high-quality property and casualty insurance business with us. Based on business produced by the agencies in 2022, property and casualty agencies expect to receive profit-sharing payments of $13.7 million in 2023.

Commitments for Capital Expenditures

Dividends

Dividends paid to shareholders totaled $15.9 million, $15.1 million and $28.5 million in 2022, 2021 and 2020, respectively. Our practice has been to pay quarterly cash dividends, which we have paid every quarter since March 1968.

Payments of any future dividends and the amounts of such dividends, however, will depend upon factors such as net income, financial condition, capital requirements, and general business conditions. We will only pay dividends if declared by our Board of Directors out of legally available funds.

As a holding company with no independent operations of its own, United Fire Group, Inc. relies on dividends received from its insurance company subsidiaries in order to pay dividends to its common shareholders. Dividends payable by our insurance subsidiaries are governed by the laws in the states in which they are domiciled. In all cases, these state laws permit the payment of dividends only from earned surplus arising from business operations. For example, under Iowa law, the maximum dividend or distribution that may be paid within a 12-month period without prior approval of the Iowa Insurance Commissioner is generally restricted to the greater of 10 percent of statutory surplus as of the preceding December 31, or net income of the preceding calendar year on a statutory basis, not greater than earned statutory surplus. Other states in which our insurance company subsidiaries are domiciled may impose similar restrictions on dividends and distributions. Based on these restrictions, at December 31, 2022, our insurance company subsidiary, United Fire & Casualty, is able to make a maximum of $70.4 million in dividend payments without prior regulatory approval. These restrictions are not expected to have a material impact in meeting our cash obligations.

Share Repurchases

Under our share repurchase program, first announced in August 2007, we may purchase our common stock from time to time on the open market or through privately negotiated transactions. The amount and timing of any purchases will be at our discretion and will depend upon a number of factors, including the share price, economic and general market conditions, and corporate and regulatory requirements. Our share repurchase program may be modified or discontinued at any time.

During 2022, 2021 and 2020, pursuant to authorization by our Board of Directors, we repurchased 0, 67,651, and 70,467 shares of our common stock, respectively, which used cash totaling $0.0 million in 2022, $2.0 million in 2021 and $2.7 million in 2020. The Board of Directors reauthorized the share repurchase program in November 2022 through August 2024. At December 31, 2022, we were authorized to purchase an additional 1,719,326 shares of our common stock.

Credit Facilities

Information specific to our credit facilities is incorporated by reference from Note 13 "Debt" contained in Part II, Item 8. As of December 31, 2022, we were in compliance with all financial covenants of the Credit Agreement (the “Credit Agreement”) with Wells Fargo Bank, National Association ("Wells Fargo"), as administrative agent (the "Administrative Agent"), issuing lender, swing-line lender and lender, and the other lenders from time to time party thereto (collectively with Wells Fargo, the "Lenders").

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Stockholders' Equity

Stockholders' equity decreased 15.8 percent to $740.1 million at December 31, 2022, from $879.1 million at December 31, 2021. The decrease is primarily attributed to a decrease in net unrealized value from our fixed maturity securities, net of tax, of $138.1 million, stockholder dividends of $15.9 million, and offset by net income of $15.0 million. As of December 31, 2022, the book value per share of our common stock was $29.36, compared to $35.05 at December 31, 2021.

Risk-Based Capital

The NAIC adopted risk-based capital requirements, which requires us to calculate a minimum capital requirement for each of our insurance companies based on individual company insurance risk factors. These "risk-based capital" results are used by state insurance regulators to identify companies that require regulatory attention or the initiation of regulatory action. At December 31, 2022, all of our insurance companies had capital well in excess of required levels.

Funding Commitments

We hold investments in limited liability partnerships as part of our investment strategy. Pursuant to agreements with our limited liability partnership investments, we are contractually committed through July 10, 2030 to make capital contributions upon request of the partnerships. Our remaining potential contractual obligation was $40.1 million at December 31, 2022.

In addition, the Company invested $25,000 in December 2019 in a limited liability partnership investment fund which is subject to a 3-year lockup with a 60-day minimum notice, with four possible repurchase dates per year, after the 3-year lockup period is met. The fair value of the investment at December 31, 2022 was $25,187 and there are no remaining capital contributions with this investment.

These partnerships are included in our other long term investments on the Consolidated Balance Sheets with a current fair value of $86.3 million, or 4.7 percent of our total invested assets, at December 31, 2022.

CRITICAL ACCOUNTING POLICIES

Critical accounting policies are defined as those that are representative of significant judgments and uncertainties and that may potentially result in materially different results under different assumptions and conditions. We base our discussion and analysis of our results of operations and financial condition on the amounts reported in our Consolidated Financial Statements, which we have prepared in accordance with GAAP. As we prepare these Consolidated Financial Statements, we must make estimates and assumptions that affect the reported amounts of assets and liabilities, the disclosure of contingent assets and liabilities at the date of the financial statements, and the reported amounts of revenues and expenses for the reporting period. We evaluate our estimates on an ongoing basis. We base our estimates on historical experience and on other assumptions we believe to be reasonable under the circumstances. Actual results could differ from those estimates. We believe our most critical accounting policies are as follows.

Investment Valuation

Upon acquisition, we classify investments in marketable securities as held-to-maturity, available-for-sale, or trading. We record investments in available-for-sale and trading fixed maturity securities and equity securities at fair value. Other long-term investments consist primarily of our interests in limited liability partnerships that are recorded on the equity method of accounting. We record mortgage loans at their amortized cost less any valuation allowance.

In general, investment securities are exposed to various risks, such as interest rate risk, credit risk, and overall market volatility risk. Therefore, it is reasonably possible that changes in the fair value of our investment securities that are reported at fair value will occur in the near term and such changes could materially affect the amounts reported in the Consolidated Financial Statements. Also, it is reasonably possible that changes in the value of our

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investments in trading securities and limited liability partnerships could occur in the future and such changes could materially affect our results of operations as reported in our Consolidated Financial Statements.

Fair Value Measurement

Information specific to the fair value measurement of our financial instruments and disclosures is incorporated by reference from Note 3 "Fair Value of Financial Instruments" contained in Part II, Item 8.

Deferred Policy Acquisition Costs ("DAC")

We record an asset for certain costs of underwriting new business, primarily commissions, premium taxes and variable underwriting and policy issue expenses that have been deferred. The amount of underwriting compensation expense eligible for deferral is based on time studies and a ratio of success in policy placement. At December 31, 2022 and 2021, our DAC asset was $104.2 million and $91.4 million, respectively.

The DAC asset is amortized over the life of the policies written, generally one year. We assess the recoverability of DAC on a quarterly basis by line of business. This assessment is performed by comparing recorded unearned premium to the sum of unamortized DAC and estimates of expected losses and loss settlement expenses. If the sum of these costs exceeds the amount of recorded unearned premium (i.e., the line of business is expected to generate an operating loss), the excess is recognized in current period other underwriting expenses as an offset against the established DAC asset. We refer to this offset as a premium deficiency charge.

To calculate the premium deficiency charge by line of business, we estimate an expected loss and loss settlement expense ratio which is based on our best estimate of future losses for each line of business. This calculation is performed on a quarterly basis and developed in conjunction with our quarterly reserving process. The expected loss and loss settlement expense ratios are the only assumptions we utilize in our premium deficiency calculation. Changes in these assumptions can have a significant impact on the amount of premium deficiency charge recognized for a line of business. The premium deficiency calculation is aggregated by line of business in a manner consistent with how the policies are currently being marketed and managed.

The following table illustrates the hypothetical impact on the premium deficiency charge recorded for the quarter ended December 31, 2022, of reasonably likely changes in the assumed loss and loss settlement expense ratios utilized for purposes of this calculation. The entire impact of these changes would be recognized through income as other underwriting expenses. The following table illustrates the impact of potential changes in the expected loss and loss settlement expense ratios for all lines of business on the premium deficiency charge. The base amount indicated below is the actual premium deficiency charge recorded as an offset against the DAC asset established as of the quarter ended December 31, 2022:

(In Thousands) -10% -5% Base +5% +10%

Premium deficiency charge estimated $ — $ — $ 889 $ 5,699 $ 13,801

Actual future results could differ materially from our assumptions used to calculate the recorded DAC asset. Changes in our assumed loss and loss settlement expense ratios in the future would impact the amount of deferred costs in the period such changes in assumptions are made. The premium deficiency charge calculated for the quarter ended December 31, 2022 was $0.9 million compared to the premium deficiency charge of $2.9 million calculated for the same period of 2021.

Losses and Loss Settlement Expenses

Reserves for losses and loss settlement expenses are reported using our best estimate of ultimate liability for claims that occurred prior to the end of any given reporting period but have not yet been paid. Before credit for reinsurance recoverables, these reserves were $1,497.3 million and $1,514.3 million at December 31, 2022 and 2021, respectively. We purchase reinsurance to mitigate the impact of large losses and catastrophic events. Loss and loss

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settlement expense reserves ceded to reinsurers were $146.9 million for 2022 and $112.9 million for 2021. Our reserves, before credit for reinsurance recoverables, by line of business as of December 31, 2022, were as follows:

(In Thousands) Case Basis IBNR LossSettlementExpense Total Reserves

Commercial lines

Personal lines

Case-Basis Reserves

For each of our lines of business, with respect to reported claims, we establish reserves on a case-by-case basis. Our experienced claims personnel estimate these case-basis reserves using adjusting guidelines established by management. Our goal is to set the case-basis reserves at the ultimate expected loss amount as soon as possible after information about the claim becomes available.

Establishing the case reserve for an individual claim is subjective and complex, requiring us to estimate future payments and values that will be sufficient to settle an individual claim. Setting a reserve for an individual claim is an inherently uncertain process. When we establish and adjust individual claim reserves, we do so based on our knowledge of the circumstances and facts of the claim. Upon notice of a claim, we establish a preliminary (average claim cost) reserve based on the limited claim information initially reported. Subsequently, we conduct an investigation of each reported claim, which allows us to more fully understand the factors contributing to the loss and our potential exposure. This investigation may extend over a long period of time. As our claim investigation progresses, and as our claims personnel identify trends in claims activity, we may refine and adjust our estimates of case reserves. To evaluate and refine our overall reserving process, we track and monitor all claims until they are settled and paid in full, with all salvage and subrogation claims being resolved.

Most of our insurance policies are written on an occurrence basis that provides coverage if a loss occurs during the policy period, even if the insured reports the loss many years later. For example, some liability claims for construction defect coverage are reported 10 years or more after the policy period, and the workers' compensation coverage provided by our policies pays unlimited medical benefits for the duration of the claimant's injury up to the lifetime of the claimant. In addition, final settlement of certain claims can be delayed for years due to litigation or other reasons. Reserves for these claims require us to estimate future costs, including the effect of judicial actions, litigation trends and medical cost inflation, among others. Reserve development can occur over time as conditions and circumstances change many years after the policy was issued and/or the loss occurred.

Our loss reserves include amounts related to both short-tail and long-tail lines of business. "Tail" refers to the time period between the occurrence of a loss and the ultimate settlement of the claim. A short-tail insurance product is one where ultimate losses are known and settled comparatively quickly. Ultimate losses under a long-tail insurance

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product are sometimes not known and settled for many years. The longer the time span between the incidence of a loss and the settlement of the claim, the more the ultimate settlement amount can vary from the reserves initially established. Accordingly, long-tail insurance products can have significant implications on the reserving process.

Our short-tail lines of business include fire and allied lines, homeowners, commercial property, auto physical damage and inland marine. The amounts of the case-based reserves that we establish for claims in these lines depend upon various factors, such as individual claim facts (including type of coverage and severity of loss), our historical loss experience and trends in general economic conditions (including changes in replacement costs, medical costs and inflation).

For short-tail lines of business, the estimation of case-basis loss reserves is less complex than for long-tail lines because the claims relate to tangible property. Because of the relatively short time from claim occurrence to settlement, actual losses typically do not vary significantly from reserve estimates.

Our long-tail lines of business include workers' compensation and other liability. In addition, certain product lines such as commercial auto, commercial multi-peril and surety include both long-tail coverages and short-tail coverages. For many long-tail liability claims, significant periods of time, ranging up to several years, may elapse between the occurrence of the loss, the reporting of the loss to us and the settlement of the claim. As a result, loss experience in the more recent accident years for the long-tail liability coverages has limited statistical credibility in our reserving process because a relatively small proportion of losses in these accident years are reported claims and an even smaller proportion are paid losses. In addition, long-tail liability claims are more susceptible to litigation and can be significantly affected by changing contract interpretations and the legal environment. Consequently, the estimation of loss reserves for long-tail coverages is more complex and subject to a higher degree of variability than for short-tail coverages.

Source: SEC EDGAR (public domain) · 10-K for the period ended 2022-12-31, filed 2023-02-28 · accession 0000101199-23-000020

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