Biggest changeWe consistently strive for excellence in risk selection, pricing, and claims outcomes, and to amplify these critical functions with the use of advanced technology and analytics. 34 Table of Conte nt s Results of Operations The following table summarizes our results for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Gross written premiums $ 1,143,952 $ 939,859 Ceded written premiums (468,409) (410,716) Net written premiums 675,543 529,143 Net earned premiums 615,994 499,823 Commission and fee income 5,199 3,973 Losses and LAE 402,512 354,411 Underwriting, acquisition and insurance expenses 182,171 138,498 Underwriting income (1) $ 36,510 $ 10,887 Net investment income $ 36,931 $ 24,646 Net investment (losses) gains $ (15,705) $ 17,107 Income before federal income tax $ 49,783 $ 48,309 Net income $ 39,396 $ 38,317 Adjusted operating income (1) $ 58,574 $ 36,062 Loss and LAE ratio 65.3 % 70.9 % Expense ratio 28.7 % 26.9 % Combined ratio 94.0 % 97.8 % Adjusted loss and LAE ratio (1) 63.9 % 67.7 % Expense ratio 28.7 % 26.9 % Adjusted combined ratio (1) 92.6 % 94.6 % Return on equity 9.3 % 9.4 % Return on tangible equity (1) 11.8 % 11.9 % Adjusted return on equity (1) 13.8 % 8.8 % Adjusted return on tangible equity (1) 17.6 % 11.2 % (1) See “Reconciliation of Non-GAAP Financial Measures” in this Item 7 Reconciliation of Non-GAAP Financial Measures Adjusted Operating Income (Loss) The following table provides a reconciliation of adjusted operating income to net income for the years ended December 31, 2022 and 2021: 2022 2021 ($ in thousands) Before income taxes After income taxes Before income taxes After income taxes Income as reported $ 49,783 $ 39,396 $ 48,309 $ 38,317 Less: Net impact of LPT (8,572) (6,772) (16,063) (12,690) Net investment (losses) gains (15,705) (12,407) 17,107 13,515 Net realized gain on sale of business — — 5,077 4,011 Impairment charges — — (2,821) (2,229) Other income (loss) 1 1 (445) (352) Adjusted operating income $ 74,059 $ 58,574 $ 45,454 $ 36,062 35 Table of Conte nt s Underwriting income (loss) The following table provides a reconciliation of underwriting income (loss) to income (loss) before federal income tax for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Income before federal income tax $ 49,783 $ 48,309 Add: Interest expense 6,407 4,622 Amortization expense 1,547 1,520 Impairment charges — 2,821 Less: Net investment income 36,931 24,646 Net investment (losses) gains (15,705) 17,107 Net realized gain on sale of business — 5,077 Other income (loss) 1 (445) Underwriting income $ 36,510 $ 10,887 Adjusted Loss Ratio / Adjusted Combined Ratio The following table provides a reconciliation of the adjusted loss and LAE ratio and adjusted combined ratio to the loss and LAE ratio and combined ratio for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Net earned premiums $ 615,994 $ 499,823 Losses and LAE 402,512 354,411 Less: Pre-tax net impact of LPT 8,572 16,063 Adjusted losses and LAE $ 393,940 $ 338,348 Loss and LAE ratio 65.3 % 70.9 % Less: Net impact of LPT 1.4 % 3.2 % Adjusted loss and LAE ratio 63.9 % 67.7 % Combined ratio 94.0 % 97.8 % Less: Net impact of LPT 1.4 % 3.2 % Adjusted combined ratio 92.6 % 94.6 % Tangible Stockholders’ Equity The following table provides a reconciliation of tangible stockholders’ equity to stockholders’ equity for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Stockholders’ equity $ 421,662 $ 426,080 Less: goodwill and intangible assets 89,870 91,336 Tangible stockholders’ equity $ 331,792 $ 334,744 $ 331,792 $ 334,744 Adjusted Return on Equity The following table provides a reconciliation of adjusted return on equity to return on equity for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Numerator: adjusted operating income $ 58,574 $ 36,062 Denominator: average stockholders’ equity $ 423,871 $ 409,803 Adjusted return on equity 13.8 % 8.8 % 36 Table of Conte nt s Return on Tangible Equity Return on tangible equity for the years ended December 31, 2022 and 2021 reconciles to return on equity as follows: ($ in thousands) 2022 2021 Numerator: net income $ 39,396 $ 38,317 Denominator: average tangible stockholders’ equity $ 333,268 $ 322,128 Return on tangible equity 11.8 % 11.9 % Adjusted Return on Tangible Equity Adjusted return on tangible equity for the years ended December 31, 2022 and 2021 reconciles to return on equity as follows: ($ in thousands) 2022 2021 Numerator: adjusted operating income $ 58,574 $ 36,062 Denominator: average tangible stockholders’ equity $ 333,268 $ 322,128 Adjusted return on tangible equity 17.6 % 11.2 % Underwriting Results Premiums The following table presents gross written premiums by underwriting division for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Change % Change Industry Solutions $ 267,628 $ 219,973 $ 47,655 21.7 % Global Property 205,081 167,887 37,194 22.2 % Programs 163,653 140,283 23,370 16.7 % Accident & Health 130,808 112,146 18,662 16.6 % Captives 124,286 87,836 36,450 41.5 % Professional Lines 93,011 59,992 33,019 55.0 % Surety 79,062 51,792 27,270 52.7 % Transactional E&S 75,098 27,997 47,101 168.2 % Total continuing business $ 1,138,627 $ 867,906 $ 270,721 31.2 % Exited business 5,325 71,953 (66,628) (92.6) % Total gross written premiums $ 1,143,952 $ 939,859 $ 204,093 21.7 % The year over year increase in gross written premiums, when compared to 2021, was driven by double-digit premium growth in each of our eight underwriting divisions.
Biggest changeResults of Operations The following table summarizes our results for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 Gross written premiums $ 1,459,829 $ 1,143,952 Ceded written premiums (549,138) (468,409) Net written premiums $ 910,691 $ 675,543 Net earned premiums $ 829,143 $ 615,994 Commission and fee income 6,064 5,199 Losses and LAE 515,237 402,512 Underwriting, acquisition and insurance expenses 243,444 182,171 Underwriting income (1) $ 76,526 $ 36,510 Net investment income $ 40,322 $ 36,931 Net investment gains (losses) $ 11,072 $ (15,705) Income before income taxes $ 110,102 $ 49,783 Net income $ 85,984 $ 39,396 Adjusted operating income (1) $ 80,847 $ 58,574 Loss and LAE ratio 62.1 % 65.3 % Expense ratio 28.6 % 28.7 % Combined ratio 90.7 % 94.0 % Adjusted loss and LAE ratio (1) 62.3 % 63.9 % Expense ratio 28.6 % 28.7 % Adjusted combined ratio (1) 90.9 % 92.6 % Return on equity 15.9 % 9.3 % Return on tangible equity (1) 19.0 % 11.8 % Adjusted return on equity (1) 14.9 % 13.8 % Adjusted return on tangible equity (1) 17.9 % 17.6 % (1) See “Reconciliation of Non-GAAP Financial Measures” in this Item 7 33 Table of Contents Reconciliation of Non-GAAP Financial Measures Adjusted Operating Income The following table provides a reconciliation of adjusted operating income to net income for the years ended December 31, 2023 and 2022: 2023 2022 ($ in thousands) Before Income Taxes After Income Taxes Before Income Taxes After Income Taxes Income as reported $ 110,102 $ 85,984 $ 49,783 $ 39,396 Less (Add): Net impact of LPT 1,427 1,127 (8,572) (6,772) Net investment gains (losses) 11,072 8,747 (15,705) (12,407) Other (loss) income (632) (499) 1 1 Other expenses (5,364) (4,238) — — Adjusted operating income $ 103,599 $ 80,847 $ 74,059 $ 58,574 Underwriting income (loss) The following table provides a reconciliation of underwriting income to income before federal income tax for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 Income before federal income tax $ 110,102 $ 49,783 Add: Interest expense 10,024 6,407 Amortization expense 1,798 1,547 Other expenses 5,364 — Less (Add): Net investment income 40,322 36,931 Net investment gains (losses) 11,072 (15,705) Other (loss) income (632) 1 Underwriting income $ 76,526 $ 36,510 34 Table of Contents Adjusted Loss Ratio / Adjusted Combined Ratio The following table provides a reconciliation of the adjusted loss and LAE ratio and adjusted combined ratio to the loss and LAE ratio and combined ratio for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 Net earned premiums $ 829,143 $ 615,994 Losses and LAE 515,237 402,512 Pre-tax net impact of loss portfolio transfer (1,427) 8,572 Adjusted losses and LAE $ 516,664 $ 393,940 Loss ratio 62.1 % 65.3 % Net impact of LPT (0.2) % 1.4 % Adjusted loss ratio 62.3 % 63.9 % Combined ratio 90.7 % 94.0 % Net impact of LPT (0.2) % 1.4 % Adjusted combined ratio 90.9 % 92.6 % Tangible Stockholders’ Equity The following table provides a reconciliation of tangible stockholders’ equity to stockholders’ equity as of December 31, 2023 and 2022: ($ in thousands) 2023 2022 Stockholders’ equity $ 661,031 $ 421,662 Less: goodwill and intangible assets 88,435 89,870 Tangible stockholders’ equity $ 572,596 $ 331,792 Adjusted Return on Equity The following table provides a reconciliation of adjusted return on equity to return on equity for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 Numerator: adjusted operating income $ 80,847 $ 58,574 Denominator: average stockholders’ equity $ 541,347 $ 423,871 Adjusted return on equity 14.9 % 13.8 % Return on Tangible Equity Return on tangible equity for the years ended December 31, 2023 and 2022 reconciles to return on equity as follows: ($ in thousands) 2023 2022 Numerator: net income $ 85,984 $ 39,396 Denominator: average tangible stockholders’ equity $ 452,194 $ 333,268 Return on tangible equity 19.0 % 11.8 % 35 Table of Contents Adjusted Return on Tangible Equity Adjusted return on tangible equity for the years ended December 31, 2023 and 2022 reconciles to return on equity as follows: ($ in thousands) 2023 2022 Numerator: adjusted operating income $ 80,847 $ 58,574 Denominator: average tangible stockholders’ equity $ 452,194 $ 333,268 Adjusted return on tangible equity 17.9 % 17.6 % Underwriting Results Premiums The following table presents gross written premiums by underwriting division for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 % Change Industry Solutions $ 305,476 $ 267,628 14.1 % Global Property & Agriculture 273,191 205,081 33.2 % Programs 178,726 163,653 9.2 % Captives 167,624 124,286 34.9 % Professional Lines 154,565 93,011 66.2 % Accident & Health 151,701 130,808 16.0 % Transactional E&S 122,508 75,098 63.1 % Surety 106,056 79,062 34.1 % Total continuing business $ 1,459,847 $ 1,138,627 28.2 % Exited business (18) 5,325 (100.3) % Total gross written premiums $ 1,459,829 $ 1,143,952 27.6 % The year over year increase in gross written premiums, when compared to 2022, was driven by double-digit premium growth in nearly all of our underwriting divisions, five of which grew over 30%.
Consequently, at the Inception Date, the cash remitted to the third party reinsurer for the cession of the Net LPT reserves was $53.6 million (reflecting the $158.6 million of Net LPT Reserves less the $105 million cash deductible).
Consequently, at the Inception Date, the cash remitted to the third party reinsurer for the cession of the Net LPT reserves was $53.6 million (reflecting the $158.6 million of Net LPT Reserves less the $105.0 million cash deductible).
State insurance regulatory authorities that have jurisdiction over the payment of dividends by our insurance subsidiaries may in the future adopt statutory provisions more restrictive than those currently in effect. Our insurance subsidiaries did not pay dividends to us for the years ended December 31, 2022 or 2021.
State insurance regulatory authorities that have jurisdiction over the payment of dividends by our insurance subsidiaries may in the future adopt statutory provisions more restrictive than those currently in effect. Our insurance subsidiaries did not pay dividends to us for the years ended December 31, 2023 or 2022.
We believe purchasing this coverage reduces the volatility associated with the covered business produced in 2017 and prior, and has allowed our management team to focus on the continuing business which we believe provide the best path for continued profitable growth.
We believe purchasing this coverage reduces the volatility associated with the covered business produced in 2017 and prior, and has allowed our management team to focus on the continuing business which we believe provides the best path for continued profitable growth.
Loss Portfolio Transfer On April 1, 2020, with a valuation date of June 30, 2019, we entered into a LPT retroactive reinsurance agreement with R&Q Bermuda (SAC) Limited, a third party reinsurer domiciled in Bermuda that specializes in assuming legacy blocks of insurance business and running them off.
Loss Portfolio Transfer On April 1, 2020 (“Inception Date”), with a valuation date of June 30, 2019 (“Valuation Date”), we entered into a LPT retroactive reinsurance agreement with R&Q Bermuda (SAC) Limited, a third party reinsurer domiciled in Bermuda that specializes in assuming legacy blocks of insurance business and running them off.
Multiple actuarial methods are used to estimate the reserve for losses and LAE. These methods utilize, to varying degrees, the initial expected loss ratio, detailed statistical analysis of past claims reporting and payment patterns, claims frequency and severity, paid loss experience, industry loss experience, and changes in market conditions, policy forms, exclusions, and exposures.
Multiple actuarial methods are used to estimate the reserve for losses and LAE. These methods utilize, to varying degrees, the initial expected loss ratio, detailed statistical analysis of past claims reporting 48 Table of Contents and payment patterns, claims frequency and severity, paid loss experience, industry loss experience, and changes in market conditions, policy forms, exclusions, and exposures.
These judgments and estimates affect our reported amounts of assets, liabilities, revenues and expenses and the disclosure of our material contingent assets and liabilities. Actual results may differ materially from the estimates and assumptions used in preparing the consolidated financial statements. We evaluate our estimates regularly using information that we believe to be relevant.
These judgments and estimates affect our reported amounts of assets, liabilities, revenues and expenses and the disclosure of our material contingent assets and liabilities. Actual results may differ materially from the estimates and assumptions used in preparing the consolidated financial statements. We evaluate our estimates regularly 47 Table of Contents using information that we believe to be relevant.
The sole asset of the Trust consists of Fixed/Floating Rate Junior Subordinated Deferrable Interest Debentures (the “Trust Preferred”) with a principal amount of $59.8 million issued by us and cash of $1.8 million from the issuance of Trust common shares purchased by us equal to 3% of the Trust capitalization.
The sole asset of the Trust consists of Fixed/Floating Rate Junior Subordinated Deferrable Interest Debentures (the “Debentures”) with a principal amount of $59.8 million issued by us and cash of $1.8 million from the issuance of Trust common shares purchased by us equal to 3% of the Trust capitalization.
During 2021, we initiated a tail-risk management strategy that is designed to provide some protection for the equity portfolio if there is a significant decline in the S&P 500 within a 30 day period. We continued this strategy in 2022 and as of December 31, 2022, the annual cost of the strategy was approximately $3.0 million.
During 2021, we initiated a tail-risk management strategy that is designed to provide some protection for the equity portfolio if there is a significant decline in the S&P 500 within a 30 day period. We continued this strategy in 2023 and as of December 31, 2023, the annual cost of the strategy was approximately $1.0 million.
Our portfolio of insured risks is highly diversified — we insure customers operating in a wide variety of industries; we distribute through multiple channels; we write multiple lines of business, including general liability, excess liability, professional liability, commercial auto, group accident and health, property, surety and workers’ compensation; we insure both short and medium duration liabilities; and our business mix is balanced between E&S and admitted markets.
Our portfolio of insured risks is highly diversified — we insure customers operating in a wide variety of industries; we distribute through multiple channels; we write multiple lines of business, including general liability, excess liability, professional liability (which includes cyber insurance), commercial auto, group accident and health, property, agriculture, surety and workers’ compensation; we insure both short and medium duration liabilities; and our business mix is balanced between E&S and admitted markets.
See Note 14, “Income Taxes” to our consolidated financial statements included in Item 8 of this Form 10-K for a reconciliation between our actual federal income tax expense and the amount computed at the indicated statutory rate for the years ended December 31, 2022 and 2021.
See Note 13, “Income Taxes” to our consolidated financial statements included in Item 8 of this Form 10-K for a reconciliation between our actual federal income tax expense and the amount computed at the indicated statutory rate for the years ended December 31, 2023 and 2022.
We also perform, along with our reinsurance broker, periodic credit reviews of our reinsurers. At December 31, 2022, 99% of our reinsurance recoverables were either derived from reinsurers rated A- (Excellent) by A.M. Best, or better, or were collateralized through funds held, trusts and letters of credit by the reinsurer.
We also perform, along with our reinsurance broker, periodic credit reviews of our reinsurers. At December 31, 2023, 99% of our reinsurance recoverables were either derived from reinsurers rated “A-” (Excellent) by A.M. Best, or better, or were collateralized through funds held, trusts and letters of credit by the reinsurer.
Reinsurance balances recoverable on reserves for paid and unpaid losses and LAE totaled $581.4 million and $536.3 million at December 31, 2022 and December 31, 2021, respectively. Critical Accounting Policies and Estimates We identified the accounting estimates below as critical to the understanding of our financial position and results of operations.
Reinsurance balances recoverable on reserves for paid and unpaid losses and LAE totaled $596.3 million and $581.4 million at December 31, 2023 and December 31, 2022, respectively. Critical Accounting Policies We identified the accounting estimates below as critical to the understanding of our financial position and results of operations.
We also may use the proceeds from these sources 43 Table of Conte nt s to contribute funds to insurance subsidiaries in order to support premium growth, pay dividends and taxes and for other business purposes. Skyward Service Company receives corporate service fees from the operating subsidiaries to reimburse it for most of the operating expenses that it incurs.
We also may use the proceeds from these sources to contribute funds to insurance subsidiaries in order to support premium growth, pay dividends and taxes and for other business purposes. Skyward Service Company receives corporate service fees from the operating subsidiaries to reimburse it for most of the operating expenses that it incurs.
At December 31, 2022, our core fixed income portfolio had an average rating of “AA,” with approximately 81% of securities in that portfolio rated “A” or better by at least one nationally recognized rating organization.
At December 31, 2023, our core fixed income portfolio had an average rating of “AA-,” with approximately 82% of securities in that portfolio rated “A” or better by at least one nationally recognized rating organization.
The duration of loss reserves was 2.2 years as of December 31, 2022. Our Reserve Committee includes our Chief Actuary, Chief Risk Officer, Chief Financial Officer and Chief Claims Officer.
The duration of loss reserves was 2.3 years as of December 31, 2023. Our Reserve Committee includes our Chief Actuary, Chief Risk Officer, Chief Financial Officer and Chief Claims Officer.
Our internal claims managers oversee TPA activities and monitor their individual claim handling activities to our prescribed standards. 46 Table of Conte nt s Our IBNR reserves are developed in accordance with Actuarial Standards of Practice promulgated by the American Academy of Actuaries.
Our internal claims managers oversee TPA activities and monitor their individual claim handling activities to our prescribed standards. Our IBNR reserves are developed in accordance with Actuarial Standards of Practice promulgated by the American Academy of Actuaries.
Investments are backed by a significant amount of collateral and contain strong covenants with a typical loan-to-value of 66% or better. The limited partnerships are subject to future increases or decreases in asset value and may exhibit volatile results as asset values are monetized and the resultant income is distributed.
Investments contain strong covenants and are backed by a significant amount of collateral with a weighted average loan-to-value of 74%. The limited partnerships are subject to future increases or decreases in asset value and may exhibit volatile results as asset values are monetized and the resultant income is distributed.
At December 31, 2022, approximately 16.4% of the fair value of our investment portfolio (excluding cash and cash equivalents and short-term investments) was invested in equity securities.
At December 31, 2023, approximately 11.4% of the fair value of our investment portfolio (excluding cash and cash equivalents and short-term investments) was invested in equity securities.
We believe the ratio of paid losses and LAE to total incurred losses and LAE of 63.5% as of December 31, 2022, on policies covered under Section A of the LPT, in combination with the age of the policies (primarily policy years 2011 and prior) and the declining number of open claims (Section A open claims have been reduced by 51.8% since the Valuation Date), underscores the strength of our reserve position on Section A.
We believe the ratio of paid losses and LAE to total incurred losses and LAE of 65.1% as of December 31, 2023, on policies covered under Section A of the LPT, in combination with the age of the policies (primarily policy years 2011 and prior) and the declining number of open claims (Section A open claims have been reduced by 68.9% since the Valuation Date), underscores the strength of our reserve position on Section A.
The remaining $8.4 million of net adverse development was from various other accident years. 38 Table of Conte nt s Within multi-line solutions, favorable development of $10.8 million was from the 2020 through 2021 accident years and was primarily driven by a reduction in frequency of claims in commercial auto and general liability.
The remaining $8.4 million of net adverse development was from other accident years. 37 Table of Contents Within multi-line solutions, favorable development of $10.8 million was from the 2020 through 2021 accident years and was driven by a reduction in frequency of claims in commercial auto and general liability.
The Trust Preferred are an unsecured obligation, are redeemable, and have a maturity date of September 15, 2036. Interest on the Trust Preferred is payable quarterly at an annual rate based on the three-month LIBOR (4.77% at December 31, 2022), plus 3.4%.
The Debentures are an unsecured obligation, are redeemable, and have a maturity date of September 15, 2036. Interest on the Trust Preferred is payable quarterly at an annual rate based on the three-month LIBOR (5.59% and 4.77% at December 31, 2023 and 2022, 46 Table of Contents respectively), plus 3.4%.
As with Section A, we believe that the Section B ratio of paid losses and LAE to total incurred losses and LAE of 74.6% as of December 31, 2022 in combination with and the rapidly declining number of open claims (reduced by 74.2%) since the Valuation Date underscores the strength of our reserve position on Section B.
As with Section A, we believe that the Section B ratio of paid losses and LAE to total incurred losses and LAE of 85.7% as of December 31, 2023 in combination with and the rapidly declining number of open claims (reduced by 81.9%) since the Valuation Date underscores the strength of our reserve position on Section B.
We will remain an emerging growth company until the earliest of (i) the last day of the fiscal year in which we have total annual gross revenues of $1.235 billion or more; (ii) the last day of our fiscal year following the fifth anniversary of the date of the completion of this offering; (iii) the date on which we have issued more than $1 billion in nonconvertible debt during the previous three years; and (iv) the date on which we are deemed to be a large accelerated filer under the rules of the SEC.
We will remain an emerging growth company until the earliest of (i) the last day of the fiscal year in which we have total annual gross revenues of $1.235 billion or more; (ii) the last day of our fiscal year following the fifth anniversary of the date of the completion of this offering; (iii) the date on which we have issued more than $1 billion in nonconvertible debt during the previous three years; and (iv) the date on which we are deemed to be a large accelerated filer under the rules of the SEC. 49 Table of Contents In June 2016, the FASB issued ASU 2016-13, Measurement of Credit Losses on Financial Instruments (Topic 326).
As of December 31, 2022, total incurred losses and LAE (including claims paid, case reserves and IBNR) were $34.7 million, which is $4.7 million in excess of our reinsurance coverage under Section A of the LPT.
As of December 31, 2023, total incurred losses and LAE (including claims paid, case reserves and IBNR) were $38.2 million, which is $8.2 million in excess of our reinsurance coverage under Section A of the LPT.
As of December 31, 2022, paid losses and LAE on policies subject to Section B were $164.0 million, which is $92.0 million below our total reinsurance coverage under Section B, which includes the co-participation amounts.
As of December 31, 2023, paid losses and LAE on policies subject to Section B were $188.5 million, which is $67.5 million below our total reinsurance coverage under Section B, which includes the co-participation amounts.
Section B Based on the reserves on the Valuation Date, we ceded $130.9 million of net reserves related to Section B, subject to the aggregate cash deductible. The LPT provides 100% reinsurance coverage on the first $19.1 million of incurred losses and LAE above the ceded net reserves for Section B.
Section A Based on the reserves on the Valuation Date, we ceded $22.2 million of net reserves related to Section A, subject to the aggregate cash deductible. The LPT provides 100% reinsurance coverage on the first $2.8 million of incurred losses and LAE above the ceded net reserves for Section A.
Subordinated Debt In May 2019, we issued unsecured subordinated notes (the “Notes”) with an aggregate principal amount of $20.0 million. Interest on the subordinated notes is 7.25% fixed for the first 8 years and 8.25% fixed thereafter.
On March 15, 2024, the Company redeemed the Debentures and paid $1.4 million of accrued interest. Subordinated Debt In May 2019, we issued unsecured subordinated notes (the “Notes”) with an aggregate principal amount of $20.0 million. Interest on the subordinated notes is 7.25% fixed for the first 8 years and 8.25% fixed thereafter.
All of these factors enable us to respond to market opportunities and dislocations by deploying capital with attractive risk-adjusted returns. We believe this diversification, combined with our underwriting and claims expertise, will produce strong growth and consistent profitability across P&C insurance pricing cycles. We seek to lead in our chosen market niches and establish sustainable competitive positions in these markets.
All of these factors enable us to respond to market opportunities and 32 Table of Contents dislocations by deploying capital with attractive risk-adjusted returns. We believe this diversification, combined with our underwriting and claims expertise, will produce strong growth and consistent profitability across P&C insurance pricing cycles.
Above the $19.1 million layer, a further $70.0 million of reinsurance coverage is provided, for which we have a 50% co-participation on the incurred losses and LAE in the layer. There is a further $36.0 million of reinsurance that provides 100% coverage above the $70.0 million layer.
The LPT provides 100% reinsurance coverage on the first $19.1 million of incurred losses and LAE above the ceded net reserves for Section B. Above the $19.1 million layer, a further $70.0 million of reinsurance coverage is provided, for which we have a 50% co-participation on the incurred losses and LAE in the layer.
The following table sets forth the components of our equities portfolio by security type at December 31, 2022 and 2021: 2022 2021 ($ in thousands) Fair value % of total fair value Fair value % of total fair value Domestic common equities $ 76,929 48.8 % $ 82,895 52.5 % International common equities 34,468 21.9 % 16,911 10.7 % Preferred stock 8,772 5.6 % 18,166 11.5 % Other (1) 37,337 23.7 % 40,061 25.3 % Equities $ 157,506 100.0 % $ 158,033 100.0 % (1) Other includes limited partnerships, limited liability companies and other equity interests Market Risk Market risk is the risk of economic losses due to adverse changes in the estimated fair value of a financial instrument as the result of changes in interest rates, equity prices, foreign currency exchange rates and commodity prices.
The following table sets forth the components of our equities portfolio by security type at December 31, 2023 and 2022: 2023 2022 ($ in thousands) Fair Value % of Total Fair Value Fair Value % of Total Fair Value Domestic common equities $ 71,502 46.7 % $ 76,929 48.8 % International common equities 39,389 25.7 % 34,468 21.9 % Preferred stock 7,358 4.8 % 8,772 5.6 % Other (1) 34,883 22.8 % 37,337 23.7 % Equities $ 153,132 100.0 % $ 157,506 100.0 % (1) Other includes limited partnerships, limited liability companies and other equity interests Market Risk Market risk is the risk of economic losses due to adverse changes in the estimated fair value of a financial instrument as the result of changes in interest rates, equity prices, foreign currency exchange rates and commodity prices.
As of December 31, 2022, paid losses and LAE on policies subject to Section A of the LPT were $22.0 million, which is $8.0 million below our total reinsurance coverage under Section A.
As of December 31, 2023, paid losses and LAE on policies subject to Section A of the LPT were $24.9 million, which is $5.1 million below our total reinsurance coverage under Section A.
As of December 31, 2022, total incurred losses and LAE (including claims paid, case reserves and IBNR) were $220.0 million with the entire $36.0 million of 100% coverage layer are available should new claims arise or existing claims develop adversely.
There is a further $36.0 million of reinsurance that provides 100% coverage above the $70.0 million layer. As of December 31, 2023, total incurred losses and LAE (including claims paid, case reserves and IBNR) were $220.0 million with the entire $36.0 million of 100% coverage layer available should new claims arise or existing claims develop adversely.
Our policy is to invest in investment grade fixed income securities which are high quality and liquid, providing a stable income stream, supplemented by opportunistic fixed income and equity securities, with the objective of further enhancing the portfolio’s diversification and risk-adjusted returns. At December 31, 2022, approximately 4.4% of our core fixed income portfolio was unrated or rated below investment-grade.
Our policy is to invest in investment grade fixed income securities which are high quality and liquid, providing a stable income stream, supplemented by opportunistic fixed income and equity securities, with the objective of further enhancing the portfolio’s diversification and risk-adjusted returns.
The LPT provides 100% reinsurance coverage on the first $2.8 million of incurred losses and LAE above the ceded net reserves for Section A. Above the $2.8 million coverage layer is a further $5.0 million of reinsurance coverage for which we retain 50% of the incurred losses and LAE.
Above the $2.8 million coverage layer is a further $5.0 million of reinsurance coverage for which we retain 50% of the incurred losses and LAE.
At December 31, 2022 and December 31, 2021, the ratio of total debt outstanding, including the Term Loan, the Revolver, the Trust Preferred and the Notes, to total capitalization (defined as total debt plus stockholders’ equity, plus any temporary equity) was 23.4% and 23.2%, respectively.
At December 31, 2023 the ratio of total debt outstanding, including the Revolving Credit Facility, the Trust Preferred and the Notes, to total capitalization (defined as total debt plus stockholders’ equity) was 16.3% and at December 31, 2022, the ratio of total debt outstanding, including the Term Loan, the Revolver, the Trust Preferred and the Notes, to total capitalization was 23.4%.
The following chart sets forth the Section B reinsurance structure, the paid and incurred losses and LAE positions within the structure as of December 31, 2022, and the reduction in open claims from the Valuation Date through December 31, 2022: Expense Ratio The following table sets forth the components of the expense ratio for the years ended December 31, 2022 and 2021: 2022 2021 ($ in thousands) Expenses % of Net Earned Premiums Expenses % of Net Earned Premiums Net policy acquisition expenses $ 65,695 10.6 % $ 47,061 9.4 % Other operating and general expenses 116,476 18.9 % 91,437 18.3 % Underwriting, acquisition and insurance expenses 182,171 29.5 % 138,498 27.7 % Commission and fee income (5,199) (0.8) % (3,973) (0.8) % Total net expenses $ 176,972 28.7 % $ 134,525 26.9 % The expense ratio increased 1.8 points when compared to the same 2021 period.
The following chart sets forth the Section B reinsurance structure, the paid and incurred losses and LAE positions within the structure as of December 31, 2023, and the reduction in open claims from the Valuation Date through December 31, 2023: 39 Table of Contents Expense Ratio The following table sets forth the components of the expense ratio for the years ended December 31, 2023 and 2022: 2023 2022 ($ in thousands) Expenses % of Net Earned Premiums Expenses % of Net Earned Premiums Net policy acquisition expenses $ 108,514 13.0 % $ 65,695 10.6 % Other operating and general expenses 134,930 16.3 % 116,476 18.9 % Underwriting, acquisition and insurance expenses 243,444 29.3 % 182,171 29.5 % Less: commission and fee income (6,064) (0.7) % (5,199) (0.8) % Total net expenses $ 237,380 28.6 % $ 176,972 28.7 % The expense ratio was flat when compared to the same 2022 period.
The effective tax rate may vary slightly from the statutory rate due to tax adjustments for tax-exempt income and dividends-received deduction.
The Company’s provision for income taxes generally does not deviate substantially from the statutory tax rate. The effective tax rate may vary slightly from the statutory rate due to tax adjustments for tax-exempt income and dividends-received deduction.
The following table sets forth our cash flows for the years ended December 31, 2022 and 2021: ($ in thousands) 2022 2021 Cash and cash equivalents provided by (used in): Operating activities $ 208,938 $ 175,285 Investing activities (193,381) (183,014) Financing activities 2,180 1,380 Change in cash and cash equivalents $ 17,737 $ (6,349) The increase in cash provided by operating activities in 2022 and 2021 was primarily due to the timing of premium receipts, claim payments and reinsurance activity.
The following table sets forth our cash flows for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 Cash and cash equivalents provided by (used in): Operating activities $ 338,187 $ 208,938 Investing activities (493,809) (193,381) Financing activities 130,947 2,180 Change in cash and cash equivalents $ (24,675) $ 17,737 The increase in cash provided by operating activities in 2023 and 2022 was primarily due to the growth of the business, timing of premium receipts, claim payments and reinsurance activity.
See Note 25, “Regulatory Matters” to our consolidated financial statements included in Item 8 of this Form 10-K for further information regarding our insurance companies. As of December 31, 2022, our holding company had $8.9 million in cash and investments compared to $6.0 million as of December 31, 2021.
See Note 23, “Statutory Accounting Principles and Regulatory Matters” to our consolidated financial statements included in Item 8 of this Form 10-K for additional information regarding our insurance companies. At December 31, 2023, our holding company had $3.0 million in cash and investments compared to $8.9 million at December 31, 2022.
For additional information regarding out reinsurance programs, see the discussion included in “Item 1 Business - Reinsurance ”. 37 Table of Conte nt s Losses and LAE The following table sets forth the components of the loss and LAE ratio and adjusted loss and LAE ratio for the years ended December 31, 2022 and 2021: 2022 2021 ($ in thousands) Losses and LAE % of Net Earned Premiums Losses and LAE % of Net Earned Premiums Losses and LAE: Non-cat loss and LAE (1) $ 387,440 62.8 % $ 326,520 65.3 % Cat loss and LAE (1) 6,500 1.1 % 11,828 2.4 % Prior accident year development - non-LPT — — % — —% Prior accident year development - LPT 8,572 1.4 % 16,063 3.2% Total losses and LAE $ 402,512 65.3 % $ 354,411 70.9 % Adjusted losses and LAE (2) : Non-cat loss and LAE (1) $ 387,440 62.8 % $ 326,520 65.3 % Cat loss and LAE (1) 6,500 1.1 % 11,828 2.4 % Prior accident year development - non-LPT — — % — — % Total adjusted losses and LAE (2) $ 393,940 63.9 % $ 338,348 67.7 % (1) Current accident year (2) See "Reconciliation of Non-GAAP Financial Measures" included in this Item 7 The loss and LAE ratio improved 5.6 points when compared to the same 2021 period.
For additional information regarding our reinsurance programs, see the discussion included in “Item 1 Business - Reinsurance ”. 36 Table of Contents Losses and LAE The following table sets forth the components of the loss and LAE ratio and adjusted loss and LAE ratio for the years ended December 31, 2023 and 2022: 2023 2022 ($ in thousands) Losses and LAE % of Net Earned Premiums Losses and LAE % of Net Earned Premiums Losses and LAE: Non-cat loss and LAE (1) $ 504,664 60.9 % $ 387,440 62.8 % Cat loss and LAE (1) 12,000 1.4 % 6,500 1.1 % Prior accident year development - LPT (1,427) (0.2) % 8,572 1.4% Total losses and LAE $ 515,237 62.1 % $ 402,512 65.3 % Adjusted losses and LAE (2) : Non-cat loss and LAE (1) $ 504,664 60.9 % $ 387,440 62.8 % Cat loss and LAE (1) 12,000 1.4 % 6,500 1.1 % Total adjusted losses and LAE (2) $ 516,664 62.3 % $ 393,940 63.9 % (1) Current accident year (2) See "Reconciliation of Non-GAAP Financial Measures" included in this Item 7 The loss ratio for the year ended 2023 improved 3.2 points when compared to the same 2022 period.
The following table sets forth the credit quality of our core fixed income portfolio at December 31, 2022 and 2021, as rated by Standard & Poor’s or equivalent designation: 2022 2021 ($ in thousands) Fair value % of total Fair value % of total AAA $ 283,733 46.7 % $ 223,404 48.7 % AA 74,604 12.3 % 67,157 14.7 % A 134,175 22.1 % 87,337 19.1 % BBB 88,369 14.5 % 76,835 16.8 % BB and Lower 26,691 4.4 % 3,618 0.8 % Total core fixed income $ 607,572 100.0 % $ 458,351 100.0 % Opportunistic fixed income The opportunistic fixed income portfolio is managed by Arena which is affiliated with Westaim, our largest shareholder.
The following table sets forth the credit quality of our core fixed income portfolio at December 31, 2023 and 2022, as rated by Standard & Poor’s or equivalent designation: 2023 2022 ($ in thousands) Fair Value % of Total Fair Value % of Total AAA $ 493,252 48.6 % $ 283,733 46.7 % AA 105,906 10.4 % 74,604 12.3 % A 233,487 22.9 % 134,175 22.1 % BBB 154,096 15.1 % 88,369 14.5 % BB and Lower 30,910 3.0 % 26,691 4.4 % Total core fixed income $ 1,017,651 100.0 % $ 607,572 100.0 % Opportunistic fixed income The opportunistic fixed income portfolio is managed by Arena which is affiliated with Westaim, our largest shareholder.
The average duration of the portfolio was approximately 4.3 years and 4.3 years, respectively, as of December 31, 2022 and 2021. 40 Table of Conte nt s The following table sets forth the components of our core fixed income portfolio at December 31, 2022 and 2021: 2022 2021 ($ in thousands) Fair value % of total fair value Fair value % of total fair value U.S. government securities $ 48,541 8.0 % $ 49,263 10.7 % Corporate securities and miscellaneous 235,129 38.7 % 154,163 33.6 % Municipal securities 57,727 9.5 % 56,942 12.5 % Residential mortgage-backed securities 119,856 19.7 % 103,735 22.6 % Commercial mortgage-backed securities 36,495 6.0 % 14,484 3.2 % Asset-backed securities 109,824 18.1 % 79,764 17.4 % Core fixed income securities, available for sale $ 607,572 100.0 % $ 458,351 100.0 % The weighted average credit rating of the portfolio was “AA” by Standard & Poor’s Financial Services, LLC (“Standard & Poor’s”) at December 31, 2022 and 2021.
The average duration of the portfolio was approximately 4.4 years and 4.3 years, respectively, as of December 31, 2023 and 2022. 41 Table of Contents The following table sets forth the components of our core fixed income portfolio at December 31, 2023 and 2022: 2023 2022 ($ in thousands) Fair Value % of Total Fair Value Fair Value % of Total Fair Value U.S. government securities $ 44,166 4.3 % $ 48,541 8.0 % Corporate securities and miscellaneous 383,420 37.7 % 235,129 38.7 % Municipal securities 92,778 9.1 % 57,727 9.5 % Residential mortgage-backed securities 281,626 27.7 % 119,856 19.7 % Commercial mortgage-backed securities 29,934 2.9 % 36,495 6.0 % Other asset-backed securities 185,727 18.3 % 109,824 18.1 % Core fixed income securities, available for sale $ 1,017,651 100.0 % $ 607,572 100.0 % The weighted average credit rating of the portfolio was “AA-” by Standard & Poor’s Financial Services, LLC (“Standard & Poor’s”) at December 31, 2023 and “AA” by Standard & Poor’s at December 31, 2022.
The remaining $2.3 million of net adverse development was from various other accident years. There was no net development in short tail/monoline specialty lines.
The remaining $2.3 million of net adverse development was from various other accident years.
Catastrophe losses from Hurricane Ian and Winter Storm Elliott added 1.1 points to the loss and LAE ratio compared to the same 2021 period, which was impacted by 2.4 points of catastrophe losses from tornadoes in the Midwest, Hurricane Ida and the first quarter winter storms.
Catastrophe losses from second and third quarter convective storms and first quarter wind and hail events, including tornadoes, added 1.4 points to the loss ratio compared to 2022, which was impacted by 1.1 points of catastrophe losses from Hurricane Ian and Winter Storm Elliott.
The following table sets forth our gross and net reserves for unpaid losses and LAE at December 31, 2022 and 2021: 2022 2021 ($ in thousands) Gross % of Total Net % of Total Gross % of Total Net % of Total Case reserves $ 485,143 42.5 % $ 269,273 38.2 % $ 451,446 46.1 % $ 239,013 40.0 % IBNR 656,614 57.5 % 436,498 61.8 % 528,103 53.9 % 359,198 60.0 % Total $ 1,141,757 100.0 % $ 705,771 100.0 % $ 979,549 100.0 % $ 598,211 100.0 % Case reserves are established for individual claims that have been reported to us.
The following table sets forth our gross and net reserves for unpaid losses and LAE at December 31, 2023 and 2022: 2023 2022 ($ in thousands) Gross % of Total Net % of Total Gross % of Total Net % of Total Case reserves $ 561,474 42.7 % $ 318,863 37.1 % $ 485,143 42.5 % $ 269,273 38.2 % IBNR 753,027 57.3 % 540,154 62.9 % 656,614 57.5 % 436,498 61.8 % Total $ 1,314,501 100.0 % $ 859,017 100.0 % $ 1,141,757 100.0 % $ 705,771 100.0 % Case reserves are established for individual claims that have been reported to us.
In June 2016, the FASB issued ASU 2016-13, Measurement of Credit Losses on Financial Instruments (Topic 326). ASU 2016-13 requires organizations to estimate credit losses on certain types of financial instruments, including receivables and available-for-sale debt securities, by introducing an approach based on expected losses.
ASU 2016-13 requires organizations to estimate credit losses on certain types of financial instruments, including receivables and available-for-sale debt securities, by introducing an approach based on expected losses. The expected loss approach will require entities to incorporate considerations of historical information, current information, and reasonable and supportable forecasts.
The following table sets forth the components of our opportunistic fixed income portfolio by industry sector at December 31, 2022 and 2021: 2022 2021 ($ in thousands) Fair Value % of Total Fair Value % of Total Real Estate $ 90,370 46.1 % $ 75,305 44.8 % Oil & Gas 20,725 10.6 % 20,321 12.1 % Banking, Finance & Insurance 13,870 7.1 % 13,683 8.1 % Other sectors (1) 34,072 17.4 % 16,936 10.1 % Cash and cash equivalents (2) 36,984 18.8 % 41,813 24.9 % Opportunistic fixed income $ 196,021 100.0 % $ 168,058 100.0 % (1) Other Sectors primarily includes Aerospace & Defense, Business Services, Retail, Commercial & Industrial and Environmental.
The diversified asset based lending portfolio includes floating rate senior secured asset-based loans with significant amounts of collateral and strong covenants. 42 Table of Contents The following table sets forth the components of our opportunistic fixed income portfolio by industry sector at December 31, 2023 and 2022: 2023 2022 ($ in thousands) Fair Value % of Total Fair Value % of Total Real Estate $ 88,964 51.5 % $ 90,370 46.1 % Oil & Gas 15,991 9.3 % 20,725 10.6 % Banking, Finance & Insurance 11,425 6.6 % 13,870 7.1 % Other sectors (1) 28,747 16.7 % 34,072 17.4 % Cash and cash equivalents (2) 27,518 15.9 % 36,984 18.8 % Opportunistic fixed income $ 172,645 100.0 % $ 196,021 100.0 % (1) Other sectors primarily includes Aerospace & Defense, Business Services, Retail, Commercial & Industrial and Environmental.
The timing of our cash flows from operating activities can vary among periods due to the timing by which payments are made or received. Some of our payments and receipts, including loss settlements and subsequent reinsurance receipts, can be significant, and as a result their timing can influence cash flows from operating activities in any given period.
Some of our payments and receipts, including loss settlements and subsequent reinsurance receipts, can be significant, and as a result their timing can influence cash flows from operating activities in any given period. Management believes that cash receipts from premiums and proceeds from investment income are sufficient to cover cash outflows in the foreseeable future.
We manage equity price risk through portfolio diversification and maintain a tail-risk management strategy that is designed to provide some protection for the equity portfolio if there is a significant decline in the S&P 500 within a 30 day period.
We manage equity price risk through portfolio diversification and maintain a tail-risk management strategy that is designed to provide some protection for the equity portfolio if there is a significant decline in the S&P 500 within a 30 day period. 44 Table of Contents Other Items Income Taxes Income tax expense was $24.1 million for the year ended December 31, 2023 compared to $10.4 million for the year ended December 31, 2022.
The change in net cash used in investing activities from 2022 to 2021 was primarily driven by increases in the purchases of fixed maturities. 44 Table of Conte nt s Credit Agreements On December 11, 2019, we entered into a credit agreement with Prosperity Bank which provided us with a $50.0 million term loan (the “Term Loan”) and a $50.0 million revolving line of credit (the “Revolver”) with additional capacity up to $75.0 million.
Term Loan On December 11, 2019, we entered into a credit agreement with Prosperity Bank which provided us with a $50.0 million term loan (the “Term Loan”) and a $50.0 million revolving line of credit (the “Revolver”) with additional capacity up to $75.0 million.
Through our investment managers, we monitor the financial condition of all of the issuers of securities in our portfolio. In addition, we are subject to credit risk with respect to our third-party reinsurers.
At December 31, 2023, approximately 3.0% of our core fixed income portfolio 43 Table of Contents was unrated or rated below investment-grade. Through our investment managers, we monitor the financial condition of all of the issuers of securities in our portfolio. In addition, we are subject to credit risk with respect to our third-party reinsurers.
The loss and LAE ratio for the year ended 2022 was impacted by 1.4 points of LPT prior accident year development compared to 3.2 points for the same 2021 period. Additional information regarding the LPT can be found in the “Loss Portfolio Transfer” discussion included in this Item 7.
The loss ratio for the year ended 2022 included 1.4 points from the net impact of LPT reserve strengthening. Additional information regarding the LPT can be found in the “Loss Portfolio Transfer” discussion included in this Item 7.
The following chart sets forth the Section A reinsurance structure, the paid and incurred losses and LAE positions within the structure as of December 31, 2022, and the reduction in open claims from the Valuation Date through December 31, 2022.
The following chart sets forth the Section A reinsurance structure, the paid and incurred losses and LAE positions within the structure as of December 31, 2023, and the reduction in open claims from the Valuation Date through December 31, 2023. 38 Table of Contents Section B Based on the reserves on the Valuation Date, we ceded $130.9 million of net reserves related to Section B, subject to the aggregate cash deductible.
Within exited lines, adverse development of $14.5 million was from the 2019 accident year primarily driven by increased frequency and severity in general and professional liability.
During the year ended December 31, 2022, net incurred losses for accident years 2021 and prior developed adversely by $14.4 million which was related to losses subject to the LPT. Within exited lines, adverse development of $14.5 million was from the 2019 accident year primarily driven by increased frequency and severity in general and professional liability.
We manage this interest rate risk by investing in securities with varied maturity dates and by managing the duration of our 42 Table of Conte nt s investment portfolio in directional relation to the duration of our reserves.
We manage this interest rate risk by investing in securities with varied maturity dates and by managing the duration of our investment portfolio in directional relation to the duration of our reserves. Expressed in years, duration is the weighted average payment period of cash flows, where the weighting is based on the present value of the cash flows.
The adjusted loss and LAE ratio improved 3.8 points when compared to the same 2021 period. The improvement was primarily driven by (i) a shift in the mix of business, (ii) continued run-off of exited business, and (iii) lower catastrophe losses.
The non-cat loss and LAE ratio improved 1.9 points when compared to the same 2022 period, driven by the shift in the mix of business and continued run-off of exited business.
Investments Composition of Investment Portfolio The following table sets forth the components of our investment portfolio at carrying value at December 31, 2022 and 2021: 2022 2021 ($ in thousands) Fair value % of total Fair value % of total Cash and short-term investments (1) $ 166,706 14.8 % $ 207,024 20.9 % Core fixed income 607,572 53.9 % 458,351 46.2 % Opportunistic fixed income 196,021 17.3 % 168,058 17.0 % Equities 157,506 14.0 % 158,033 15.9 % Total investment portfolio $ 1,127,805 100.0 % $ 991,466 100.0 % (1) Excludes restricted cash Our fixed maturity securities, comprised of both core fixed income and opportunistic fixed income, comprised 71.2% and 63.2% of our total investment portfolio as of December 31, 2022 and 2021, respectively, and had a weighted average effective duration of 3.1 years and 2.8 years as of December 31, 2022 and 2021, respectively, and an average core fixed income credit rating of “AA” (Standard & Poor’s) as of December 31, 2022 and 2021, respectively.
Investments Composition of Investment Portfolio The following table sets forth the components of our investment portfolio at carrying value at December 31, 2023 and 2022: 2023 2022 ($ in thousands) Fair Value % of Total Fair Value % of Total Short-term and money market investments $ 270,259 16.7 % $ 121,268 11.2 % Core fixed income 1,017,651 63.1 % 607,572 56.1 % Opportunistic fixed income 172,645 10.7 % 196,021 18.1 % Equities 153,132 9.5 % 157,506 14.6 % Total investment portfolio $ 1,613,687 100.0 % $ 1,082,367 100.0 % Our fixed maturity securities, comprised of both core fixed income and opportunistic fixed income, comprised 73.8% and 74.2% of our total investment portfolio as of December 31, 2023 and 2022, respectively, and had a weighted average effective duration of 3.2 years and 3.1 years as of December 31, 2023 and 2022, respectively, and an average core fixed income credit rating of “AA-” and “AA” (Standard & Poor’s) as of December 31, 2023 and 2022, respectively.
We refer to this strategy as “Rule Our Niche” and it forms the basis of our approach to building a strong defensible market position, creating a competitive moat, and winning our chosen markets. We believe that the principles underlying our strategy are key to achieving and sustaining best-in-class underwriting results through P&C insurance pricing cycles.
We seek to lead in our chosen market niches and establish sustainable competitive positions in these markets. We refer to this strategy as “Rule Our Niche” and it forms the basis of our approach to building a strong defensible market position, creating a competitive moat, and winning our chosen markets.
The increase in net investment income was driven by (i) a larger asset base in our core fixed income portfolio as we increase our allocation to this part of our investment portfolio, (ii) higher net investment yields in our core fixed income portfolio of 3.0% compared to 2.3% for the same 2021 period, and (iii) an increase in income from the opportunistic fixed income portfolio due to market appreciation of underlying investments.
The increase in income from our core fixed income portfolio for the year ended 2023, when compared to the same 2022 period, was due to (i) a larger asset base as we continued to increase our allocation to this part of our investment portfolio and (ii) a higher book yield of 4.5% at December 31, 2023 compared to 3.7% at December 31, 2022.
The Term Loan The interest rate on the Term Loan is the lesser of the one-month LIBOR (4.39% on December 31, 2022) plus the “Applicable Margin,” which is defined as 1.65%, or the Highest Lawful Rate.
At December 31, 2022, the interest rate on the Term Loan was the one-month LIBOR (4.39% on December 31, 2022) plus the “Applicable Margin,” which was defined as 1.65%. In connection with our entry into the Revolving Credit Facility, we terminated the existing term loan and revolving line of credit.
Our opportunistic fixed income securities are excluded from our interest rate sensitivity analysis as they are primarily floating rate and treated as held to maturity securities.
We had fixed income securities that were subject to interest rate risk with a fair value of $1,017.7 million at December 31, 2023. Our opportunistic fixed income securities are excluded from our interest rate sensitivity analysis as they are primarily floating rate and treated as held to maturity securities.
The average duration of the portfolio is approximately 1.4 years and 1.5 years as of December 31, 2022 and 2021, respectively. 41 Table of Conte nt s Equities The equities portfolio primarily consists of domestic preferred stocks, common equities, exchange traded funds, limited partnerships, limited liability corporations and other types of equity interests 76.3% of which are publicly traded.
Equities The equities portfolio primarily consists of domestic preferred stocks, common equities, exchange traded funds, limited partnerships, limited liability corporations and other types of equity interests, 77.2% of which are publicly traded.
Losses and LAE Development The following table sets forth the presentation of the development of the ultimate liability by accident year for the years ended December 31, 2022 and 2021: ($ in thousands) Development (Favorable) Adverse Accident Year 2022 2021 Prior $ 7,701 $ 27,980 2019 22,440 (1,280) 2020 (6,756) 1,300 2021 (9,000) — Total $ 14,385 $ 28,000 Reserve development on losses subject to LPT $ 14,385 $ 28,000 Reserve development on losses excluding losses subject to LPT $ — $ — During the year ended December 31, 2022, our net incurred losses for accident years 2021 and prior developed unfavorably by $14.4 million which was related to losses subject to the LPT.
Losses and LAE Development The following table sets forth the presentation of the development of the ultimate liability by accident year for the years ended December 31, 2023 and 2022: ($ in thousands) Development (Favorable) Adverse Accident Year 2023 2022 Prior $ 10,132 $ 30,141 2020 7,903 (6,756) 2021 (27,312) (9,000) 2022 9,277 — Total $ — $ 14,385 Reserve development on losses subject to LPT $ — $ 14,385 Reserve development on losses excluding losses subject to LPT $ — $ — For the year ended December 31, 2023, the Company recognized favorable development related to prior years’ loss and loss expense reserves of $9.2 million in short tail/monoline specialty lines and adverse development of $11.9 million in multi-line solutions, respectively.
The increase in the expense ratio was primarily driven by changes in our mix of business resulting in higher net policy acquisition expenses combined with higher operating expenses due to our continued investment in new underwriters and underwriting teams. 39 Table of Conte nt s Investment Results The following table sets forth the components of net investment income and net investment (losses) gains for the years ended December 31, 2022 and 2021: 2022 2021 ($ in thousands) Net Investment Income Net Yield Net Investment Income Net Yield Cash and short-term investments (1) $ 1,443 0.8 % $ 180 0.1 % Core fixed income 16,544 3.0 % 8,812 2.3 % Opportunistic fixed income 16,784 9.2 % 12,571 8.6 % Equities 2,160 1.4 % 3,083 2.5 % Net investment income $ 36,931 3.4 % $ 24,646 2.7 % Net unrealized gains (losses) on securities still held $ (15,058) $ 15,251 Net realized (losses) gains (647) 1,856 Net investment (losses) gains $ (15,705) $ 17,107 (1) excludes restricted cash Net investment income was $36.9 million for the year ended December 31, 2022, compared to $24.6 million for the same 2021 period.
The increase in the net policy and acquisition expense ratio, when compared to the same 2022 period, was primarily driven by the shift in our mix of business offset by an improved other operating and general expense ratio, when compared to the same 2022 period, due to the increase in earned premiums. 40 Table of Contents Investment Results The following table sets forth the components of net investment income and net investment (losses) gains for the years ended December 31, 2023 and 2022: ($ in thousands) 2023 2022 Cash and short-term investments (1) $ 11,353 $ 1,427 Core fixed income 32,572 16,544 Opportunistic fixed income (6,844) 16,784 Equities 2,682 2,160 Net investment income (1) $ 39,763 $ 36,915 Net unrealized gains (losses) on securities still held $ 11,130 $ (15,058) Net realized losses (58) (647) Net investment gains (losses) $ 11,072 $ (15,705) (1) excludes income from operating cash for the years ended December, 31, 2023 and 2022.
Cash flows from operations in each of the past two years were used primarily to fund investing activities.
Cash flows from operations in each of the past two years were used primarily to fund investing activities. The change in net cash used in investing activities from 2023 to 2022 was primarily driven by an increase in the purchases of fixed maturity securities and short-term investments.
The following table sets forth what changes might occur in the value of our core fixed income portfolio given hypothetical changes in interest rates as of December 31, 2022: ($ in thousands) Estimated Fair Value Estimated Change in Fair Value Estimated % Increase (Decrease) in Fair Value 300 basis point increase $ 540,703 $ (66,869) (11.0) % 200 basis point increase $ 560,411 $ (47,161) (7.8) % 100 basis point increase $ 582,701 $ (24,871) (4.1) % No change $ 607,572 $ — 0.0 % 100 basis point decrease $ 635,026 $ 27,454 4.5 % 200 basis point decrease $ 665,062 $ 57,490 9.5 % 300 basis point decrease $ 697,679 $ 90,107 14.8 % Changes in interest rates will have an immediate effect on comprehensive income and stockholders’ equity but will not ordinarily have an immediate effect on net income.
The following table sets forth what changes might occur in the value of our core fixed income portfolio given hypothetical changes in interest rates as of December 31, 2023: ($ in thousands) Estimated Fair Value Estimated Change in Fair Value Estimated % Increase (Decrease) in Fair Value 300 basis point increase $ 887,124 $ (130,527) (12.8) % 200 basis point increase $ 929,996 $ (87,655) (8.6) % 100 basis point increase $ 973,505 $ (44,146) (4.3) % No change $ 1,017,651 $ — 0.0 % 100 basis point decrease $ 1,062,433 $ 44,782 4.4 % 200 basis point decrease $ 1,107,852 $ 90,201 8.9 % 300 basis point decrease $ 1,153,908 $ 136,257 13.4 % Changes in interest rates will have an immediate effect on comprehensive income and stockholders’ equity but will not ordinarily have an immediate effect on net income.
The change in our effective tax rate in 2022 when compared to 2021 was primarily due to the relationship of taxable to non-taxable income. The Company’s provision for income taxes generally does not deviate substantially from the statutory tax rate.
Our effective tax rate was 21.9% for the year ended December 31, 2023, compared to 20.9% for the year ended December 31, 2022. The change in our effective tax rate in 2023, when compared to 2022, was primarily due to the relationship of taxable to non-taxable income.
Recent Accounting Pronouncements We currently qualify as an “emerging growth company” under the Jumpstart Our Business Startups Act of 2012, or the JOBS Act.
A 5% change in net IBNR would result in a $27.0 million change in our reserves for losses and LAE and a $21.3 million change in net income and stockholders’ equity. Recent Accounting Pronouncements We currently qualify as an “emerging growth company” under the Jumpstart Our Business Startups Act of 2012, or the JOBS Act.
As of December 31, 2022, the opportunistic fixed income portfolio consisted of three components: diversified asset based lending (54.6%), commercial mortgage loans (26.5%) and cash and cash equivalents (18.9%). The diversified asset based lending portfolio includes floating rate senior secured asset-based loans with significant amounts of collateral and strong covenants.
As of December 31, 2023, the opportunistic fixed income portfolio consisted of three components: diversified asset based lending (55.1%), commercial mortgage loans (29.0%) and cash and cash equivalents (15.9%).
Contractual Obligations and Commitments The following table sets forth our contractual obligations and commercial commitments by due date as of December 31, 2022: Payments due by period ($ in thousands) Total Less Than One Year One Year or More Reserves for losses and LAE $ 1,141,757 $ 293,647 $ 848,110 Long-term debt 129,794 — 129,794 Interest on debt obligations 110,879 9,383 101,496 Operating lease obligations 9,199 2,206 6,993 Total $ 1,391,629 $ 305,236 $ 1,086,393 45 Table of Conte nt s Reserves for losses and LAE represent our best estimate of the ultimate cost of settling reported and unreported claims and related expenses.
Contractual Obligations and Commitments The following table sets forth our contractual obligations and commercial commitments by due date as of December 31, 2023: Payments due by period ($ in thousands) Total Less Than One Year One Year or More Reserves for losses and LAE $ 1,314,501 $ 579,852 $ 734,649 Long-term debt 129,794 59,794 70,000 Interest on debt obligations 109,196 10,408 98,788 Operating lease obligations 5,784 1,671 4,113 Total $ 1,559,275 $ 651,725 $ 907,550 Reserves for losses and LAE represent our best estimate of the ultimate cost of settling reported and unreported claims and related expenses.
We use reinsurance to manage the risk that we take on our policies. We cede, or pay out, part of the premiums we receive to our reinsurers and collect cash back when losses subject to our reinsurance coverage are paid.
We cede, or pay out, part of the premiums we receive to our reinsurers and collect cash back when losses subject to our reinsurance coverage are paid. 45 Table of Contents The timing of our cash flows from operating activities can vary among periods due to the timing by which payments are made or received.
Expressed in years, duration is the weighted average payment period of cash flows, where the weighting is based on the present value of the cash flows. We set duration targets for our core fixed income investment portfolio after consideration of the estimated duration of our liabilities and other factors.
We set duration targets for our core fixed income investment portfolio after consideration of the estimated duration of our liabilities and other factors. Our fixed maturity securities had a weighted average effective duration of 3.2 years as of December 31, 2023.
The Company expects to recognize an increase in the allowance for uncollectible reinsurance of approximately $2.3 million an d an increase in accumulated deficit of approximately $2.3 million, net of tax.
The adoption of ASU 2016-13 resulted in the Company recognizing an increase in the allowance for uncollectible reinsurance of $2.3 million an d an increase, net of tax, in accumulated deficit of $2.3 million. In November 2023, the FASB issued ASU 2023-07, Improvements to Reportable Segment Disclosures (Topic 280).
As of December 31, 2022, our net loss reserves subject to the LPT were $68.6 million. We materially strengthened our reserves subject to the LPT in line with the in depth actuarial and claims analyses performed specific to our business subject to the LPT.
As of December 31, 2023, our net loss reserves subject to the LPT were $44.8 million compared to $68.6 million as of December 31, 2022. During 2022 we materially strengthened our reserves subject to the LPT. Since the inception of the LPT, as of December 31, 2023 we have reduced the number of open claims by 79.5%.
Net earned premiums were $616.0 million for the year ended December 31, 2022, compared to $499.8 million for the same 2021 period, an increase of $116.2 million or 23.2%. The increase in net earned premiums was primarily driven by the same reasons that drove the increase in gross written premiums discussed above.
The increase in net earned premiums was primarily driven by the same reasons that drove the increase in gross written premiums discussed above.
Any amounts drawn on the LOCs must either be repaid, or the balance constitutes additional borrowings under the Revolver. As of December 31, 2022, there were no LOCs issued. Trust Preferred In August 2006, we received $58.0 million of proceeds from a debenture offering through a statutory trust, Delos Capital Trust (the “Trust”).
Debentures In August 2006, we received $58.0 million of proceeds from a debenture offering through a statutory trust, Delos Capital Trust (the “Trust”).
The gross written premium increases were primarily driven by (i) retention, (ii) rate increases, and (iii) new business. Growth was also impacted by the addition of new products and expanded coverage offerings, new underwriting teams and new tech-enabled partnerships. Partially offsetting the increase in gross written premiums was the continued impact of the run-off of exited business.
The gross written premium increases were primarily driven by (i) new business, (ii) rate increases, and (iii) retention.
(2) Includes cash on settlements that have not yet been redeployed.
(2) Includes cash on settlements that have not yet been redeployed. The average duration of the portfolio is approximately 1.3 years and 1.4 years as of December 31, 2023 and 2022, respectively.