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目錄
美國
證券交易委員會
華盛頓，DC 20549
 
表格 10-Q

☒ 根據1934年證券交易法第13或15(d)節的季度報告
 
截止季度結束日期：2024年9月30日
或

☐ 根據1934年證券交易法第13或15(d)節的轉型報告書
 
過渡期從_____________________________到_____________________________
 
委託文件編號：001-39866001-33067

Selective Insurance Logo.jpg

選擇性保險集團，股份公司.
（按其章程規定的確切註冊人名稱）

新澤西州。22-2168890
（註冊地或其他組織機構的州或其他轄區）（納稅人識別號碼）

40 Wantage街, Branchville, 新澤西州。 07890
（總部地址）（郵編）

註冊人的電話號碼，包括區號：(973) 948-3000

在法案第12(b)條的規定下注冊的證券：
每一類的名稱交易符號（S）在其上註冊的交易所的名稱
普通股，每股面值$2SIGI納斯達克證券交易所 LLC
存托股，每股代表1/1,000股6.50%無累積優先股份，系列b，無面值SIGIP納斯達克證券交易所 LLC

請用複選標記指示：(1) 在過去12個月內已根據1934年證券交易法第13或15(d)條的規定提交了所有要求提交的報告（或對於註冊人必須提交此類報告的較短期限），和(2) 註冊人過去90天一直受到這樣的提交要求的約束。 是 ☒無 ☐

請在以下選框中打鉤，表示公司是否已經在過去12個月內（或公司應在該短時間內提交此類文件的情況下）以電子方式提交每個規定根據規則405提交的交互式數據文件。 是 ☒ 沒有☐

請勾選標記以說明註冊人是大型快速申報人、加速申報人、非加速申報人、較小的報告公司還是新興成長型公司。請查看《交易所法》第120億.2條中「大型快速申報人」、「加速申報人」、「較小的報告公司」和「新興成長型公司」的定義。

大型加速報告人☒加速文件提交人☐新興成長公司☐
非加速文件提交人☐較小的報告公司☐

如果是新興成長型企業，請勾選複選標記，表明註冊者已選擇不使用延長過渡期來符合根據證券交易法第13(a)條規定提供的任何新財務會計準則。
☐
請在複選框中標示註冊者是否爲外殼公司(由證券交易所規定的術語「外殼公司」定義規定)。 是☐ 沒有☒

截至2024年10月18日，共有 60,794,017 普通股每股面值2.00美元，流通股份。

目錄
    
選擇性保險集團，公司。
目錄
  頁碼。
 
 
 
 
 
 
 
 
 
 
 
 
 
 

目錄
第一部分 財務信息
項目1.基本報表。
選擇性保險集團，公司。
基本報表		未經審計
（以千美元爲單位，除每股金額外）2024年9月30日2023年12月31日
資產  
投資：  
固收證券，持有至到期 – 按賬面價值（公允價值：$21,440 – 2024; $21,923 – 2023)
$21,958 22,700 
減：信貸損失準備— — 
固收證券，持有至到期，減去信貸損失準備21,958 22,700 
固收證券，可供出售 – 按公允價值
（信貸損失準備：$28,504 – 2024和$28,212 – 2023;攤銷成本：$8,269,338 – 2024和$7,880,697 – 2023)
8,088,601 7,499,197 
商業抵押貸款-按賬面價值計量（公允價值：$218,599 – 2024年和$178,913 – 2023)
223,718 188,708 
減：信貸損失準備(150)(291)
商業抵押貸款，減免信貸損失準備223,568 188,417 
股票投資-按公允價值計量（成本：$198,548 – 2024; $183,076 – 2023)
205,634 187,155 
短期投資561,032 309,317 
替代性投資431,999 395,779 
其他投資102,496 91,164 
總投資（注4和5）$9,635,288 8,693,729 
現金98 180 
受限現金12,566 13,092 
應計的投資收益73,842 66,339 
應收保費1,552,740 1,331,979 
減：信用損失準備（注6）(20,800)(18,900)
應收保險費淨額，扣除信用損失準備1,531,940 1,313,079 
再保險應收款項1,059,251 658,525 
減值準備（注7）(2,000)(1,700)
分保收款淨額，扣除信用損失準備1,057,251 656,825 
預付再保險保費230,705 203,320 
當前聯邦所得稅13,036 — 
推遲繳納的聯邦所得稅。100,716 140,237 
資產和設備成本淨值，扣除累計折舊和攤銷金額：$285,067 – 2024; $271,409 – 2023
92,195 83,272 
推遲的保單取得成本488,521 424,864 
商譽7,849 7,849 
其他229,130 199,760 
總資產$13,473,137 11,802,546 
負債和股東權益  
負債：  
爲損失和賠款準備金（附註8）$6,451,996 5,336,911 
未賺保費2,655,000 2,330,656 
長期債務508,237 503,946 
當前聯邦所得稅— 6,251 
應計工資和福利113,475 122,003 
其他負債576,628 548,398 
負債合計$10,305,336 8,848,165 
股東權益：  
$優先股，票面價值-授權股數 - $授權股數發行的股數;0 每股面值：
$200,000 200,000 
授權股份： 5,000,000; 已發行股數: 8,000 25,000 每股清算優先權 – 2024年和2023年
普通股 $每股面值：2023年3月31日和2022年12月31日授權的股數爲145,833,334股；2023年3月31日和2022年12月31日發行的股票分別爲28,148,110股和25,832,322股；2023年3月31日和2022年12月31日流通的股票分別爲27,861,543股和25,545,755股；151,020累計其他綜合收益；庫藏股票，截至2023年3月31日和2022年12月31日爲286,567股；每股淨利潤分別爲1,266美元和1,266美元；每股未分配利潤分別爲140,731美元和121,261美元。2 每股面值：
授權股數360,000,000
已發行: 105,553,451 – 2024; 105,223,307 – 2023
211,107 210,447 
額外實收資本549,750 522,748 
保留盈餘3,069,567 3,029,396 
累計其他綜合收益（損失）（附註11）(211,875)(373,001)
庫藏股票 - 成本（股數： 44,760,620 – 2024; 44,586,870 – 2023)
(650,748)(635,209)
股東權益總額$3,167,801 2,954,381 
承諾和 contingencies
負債和股東權益總額$13,473,137 11,802,546 
The accompanying notes are an integral part of these unaudited interim consolidated financial statements.
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SELECTIVE INSURANCE GROUP, INC.
UNAUDITED CONSOLIDATED STATEMENTS OF INCOME		Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands, except per share amounts)2024202320242023
Revenues:  
Net premiums earned$1,112,228 981,917 $3,243,403 2,826,403 
Net investment income earned117,759 100,863 334,250 290,065 
Net realized and unrealized investment gains (losses)5,389 (6,880)5,051 (8,962)
Other income8,930 5,181 22,566 13,919 
Total revenues1,244,306 1,081,081 3,605,270 3,121,425 
Expenses:  
Loss and loss expense incurred765,658 645,897 2,395,498 1,859,465 
Amortization of deferred policy acquisition costs235,560 201,106 681,421 585,660 
Other insurance expenses114,689 108,504 338,449 325,949 
Interest expense7,250 7,186 21,633 21,610 
Corporate expenses4,662 5,871 29,314 27,308 
Total expenses1,127,819 968,564 3,466,315 2,819,992 
Income (loss) before federal income tax
116,487 112,517 138,955 301,433 
Federal income tax expense (benefit):
  
Current27,142 24,133 30,933 67,004 
Deferred(2,933)(824)(3,455)(5,961)
Total federal income tax expense (benefit)
24,209 23,309 27,478 61,043 
Net income (loss)
$92,278 89,208 $111,477 240,390 
Preferred stock dividends2,300 2,300 6,900 6,900 
Net income (loss) available to common stockholders
$89,978 86,908 $104,577 233,490 
Earnings per common share:  
Net income (loss) available to common stockholders - Basic
$1.48 1.43 $1.72 3.85 
Net income (loss) available to common stockholders - Diluted
$1.47 1.42 $1.71 3.83 
    
The accompanying notes are an integral part of these unaudited interim consolidated financial statements.


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SELECTIVE INSURANCE GROUP, INC.
UNAUDITED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (LOSS)
Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Net income (loss)$92,278 89,208 $111,477 240,390 
Other comprehensive income (loss), net of tax:  
Unrealized gains (losses) on investment securities:  
Unrealized holding gains (losses) arising during period148,098 (80,361)129,211 (76,219)
Unrealized gains (losses) on securities with credit loss recognized in earnings34,702 (25,989)29,301 (13,032)
Amounts reclassified into net income (loss):
Net realized (gains) losses on disposals and losses on intent-to-sell available-for-sale securities(986)3,656 (1,014)15,891 
Credit loss (benefit) expense(1,732)1,949 1,336 (6,261)
Total unrealized gains (losses) on investment securities180,082 (100,745)158,834 (79,621)
Defined benefit pension and post-retirement plans:  
Amounts reclassified into net income (loss):
Net actuarial loss764 598 2,292 1,794 
Total defined benefit pension and post-retirement plans764 598 2,292 1,794 
Other comprehensive income (loss)180,846 (100,147)161,126 (77,827)
Comprehensive income (loss)$273,124 (10,939)$272,603 162,563 
 
The accompanying notes are an integral part of these unaudited interim consolidated financial statements.


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SELECTIVE INSURANCE GROUP, INC.
UNAUDITED CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY		Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands, except share and per share amounts)2024202320242023
Preferred stock:
Beginning of period$200,000 200,000 $200,000 200,000 
Issuance of preferred stock— — — — 
End of period200,000 200,000 200,000 200,000 
Common stock:  
Beginning of period211,032 210,296 210,447 209,694 
Dividend reinvestment plan11 8 31 27 
Stock purchase and compensation plans64 40 629 623 
End of period211,107 210,344 211,107 210,344 
Additional paid-in capital:  
Beginning of period545,263 512,040 522,748 493,488 
Dividend reinvestment plan476 427 1,448 1,335 
Stock purchase and compensation plans4,011 4,387 25,554 22,031 
End of period549,750 516,854 549,750 516,854 
Retained earnings:  
Beginning of period3,001,054 2,859,569 3,029,396 2,749,703 
Net income (loss)
92,278 89,208 111,477 240,390 
Dividends to preferred stockholders(2,300)(2,300)(6,900)(6,900)
Dividends to common stockholders(21,465)(18,300)(64,406)(55,016)
End of period3,069,567 2,928,177 3,069,567 2,928,177 
Accumulated other comprehensive income (loss):  
Beginning of period(392,721)(475,722)(373,001)(498,042)
Other comprehensive income (loss) 180,846 (100,147)161,126 (77,827)
End of period(211,875)(575,869)(211,875)(575,869)
Treasury stock:  
Beginning of period(641,937)(634,791)(635,209)(627,279)
Acquisition of treasury stock - share repurchase authorization(8,689)— (8,689)— 
Acquisition of treasury stock - shares acquired related to employee share-based compensation plans(122)(292)(6,850)(7,804)
End of period(650,748)(635,083)(650,748)(635,083)
Total stockholders’ equity$3,167,801 2,644,423 $3,167,801 2,644,423 
Dividends declared per preferred share$287.50 287.50 $862.50 862.50 
Dividends declared per common share$0.35 0.30 $1.05 0.90 
Preferred stock, shares outstanding:
Beginning of period 8,000 8,000 8,000 8,000 
Issuance of preferred stock— — — — 
End of period8,000 8,000 8,000 8,000 
Common stock, shares outstanding:
Beginning of period60,859,948 60,565,483 60,636,437 60,338,900 
Dividend reinvestment plan5,409 4,362 15,368 13,677 
Stock purchase and compensation plan31,848 19,475 314,776 311,214 
Acquisition of treasury stock - share repurchase authorization(103,000)— (103,000)— 
Acquisition of treasury stock - shares acquired related to employee share-based compensation plans(1,374)(2,959)(70,750)(77,430)
End of period60,792,831 60,586,361 60,792,831 60,586,361 

The accompanying notes are an integral part of these unaudited interim consolidated financial statements.

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SELECTIVE INSURANCE GROUP, INC.
UNAUDITED CONSOLIDATED STATEMENTS OF CASH FLOWS		Nine Months ended
September 30,
($ in thousands)20242023
Operating Activities  
Net income (loss)$111,477 240,390 
Adjustments to reconcile net income (loss) to net cash provided by (used in) operating activities:  
Depreciation and amortization27,228 23,432 
Stock-based compensation expense19,797 16,374 
Undistributed gains of equity method investments(18,573)(16,266)
Distributions in excess of current year income of equity method investments15,395 8,656 
Net realized and unrealized (gains) losses(5,051)8,962 
Loss (gain) on disposal of fixed assets321 (6)
Changes in assets and liabilities:  
Increase in reserve for loss and loss expense, net of reinsurance recoverable714,659 254,018 
Increase in unearned premiums, net of prepaid reinsurance296,959 316,597 
(Increase) decrease in net federal income taxes(22,597)216 
Increase in premiums receivable(218,861)(244,361)
Increase in deferred policy acquisition costs(63,657)(57,130)
Increase in accrued investment income(7,427)(3,038)
Decrease in accrued salaries and benefits(8,528)(946)
Increase in other assets(33,138)(12,496)
Decrease in other liabilities(40,301)(12,096)
Net cash provided by (used in) operating activities767,703 522,306 
Investing Activities  
Purchases of fixed income securities, held-to-maturity(2,700)— 
Purchases of fixed income securities, available-for-sale(1,767,201)(1,999,665)
Purchases of commercial mortgage loans(46,122)(38,281)
Purchases of equity securities(25,603)(13,731)
Purchases of alternative investments and other investments(66,372)(83,810)
Purchases of short-term investments(6,829,793)(3,483,923)
Sales of fixed income securities, available-for-sale743,539 1,115,260 
Proceeds from commercial mortgage loans11,112 1,473 
Sales of short-term investments6,578,742 3,609,991 
Redemption and maturities of fixed income securities, held-to-maturity3,441 7,918 
Redemption and maturities of fixed income securities, available-for-sale707,322 367,495 
Sales of equity securities12,252 53,344 
Sales of other investments(4)900 
Distributions from alternative investments and other investments17,423 7,765 
Purchases of property and equipment(23,337)(14,763)
Net cash provided by (used in) investing activities(687,301)(470,027)
Financing Activities  
Dividends to preferred stockholders(6,900)(6,900)
Dividends to common stockholders(62,358)(53,122)
Acquisition of treasury stock(15,539)(7,804)
Net proceeds from stock purchase and compensation plans5,724 5,616 
Proceeds from borrowings— 20,000 
Repayments of borrowings— (20,000)
Repayments of finance lease obligations(1,937)(1,933)
Net cash provided by (used in) financing activities(81,010)(64,143)
Net increase (decrease) in cash and restricted cash(608)(11,864)
Cash and restricted cash, beginning of period13,272 25,209 
Cash and restricted cash, end of period$12,664 13,345 

The accompanying notes are an integral part of these unaudited interim consolidated financial statements.
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NOTES TO UNAUDITED INTERIM CONSOLIDATED FINANCIAL STATEMENTS

NOTE 1. Basis of Presentation
The words "Company," "we," "us," or "our" refer to Selective Insurance Group, Inc. (the "Parent") and its subsidiaries, except as expressly indicated or the context requires otherwise. We have prepared our interim unaudited consolidated financial statements ("Financial Statements") in conformity with (i) United States ("U.S.") generally accepted accounting principles ("GAAP"), and (ii) the rules and regulations of the U.S. Securities and Exchange Commission ("SEC") regarding interim financial reporting. These require management to make estimates and assumptions that affect the reported financial statement balances and the disclosure of contingent assets and liabilities. Actual results could differ from those estimates. All significant intercompany accounts and transactions are eliminated in consolidation.

Our Financial Statements reflect all adjustments that, in our opinion, are normal, recurring, and necessary for a fair presentation of our results of operations and financial condition. Our Financial Statements cover the third quarters ended September 30, 2024 ("Third Quarter 2024") and September 30, 2023 ("Third Quarter 2023"), and the nine-month periods ended September 30, 2024 ("Nine Months 2024") and September 30, 2023 ("Nine Months 2023"). Our Financial Statements do not include all information and disclosures required by GAAP and the SEC for audited annual financial statements. Because interim period results of operations are not necessarily indicative of full-year results, our Financial Statements should be read in conjunction with the consolidated financial statements in our Annual Report on Form 10-K for the year ended December 31, 2023 ("2023 Annual Report") filed with the SEC.

NOTE 2. Adoption of Accounting Pronouncements 
In June 2022, the Financial Accounting Standards Board ("FASB") issued Accounting Standards Update ("ASU") 2022-03, Fair Value Measurement of Equity Securities Subject to Contractual Sale Restrictions ("ASU 2022-03"). ASU 2022-03 clarifies that a contractual sales restriction on an equity security is not considered when determining the security's fair value. This ASU was issued to eliminate diversity in practice by clarifying that contractual arrangements restricting an entity's ability to sell the security for a certain period of time is a characteristic of the reporting entity and should not be contemplated when determining the security's fair value. ASU 2022-03 requires new disclosures that provide investors with information about the restriction, including the nature and remaining duration of the restriction. The ASU is effective for annual periods beginning after December 15, 2023, including interim periods within those annual periods. We adopted this guidance on January 1, 2024 and it did not have a material impact to our financial condition, results of operations, or disclosures.

In March 2023, the FASB issued ASU 2023-02, Investments — Equity Method and Joint Ventures (Topic 323): Accounting for Investments in Tax Credit Structures Using the Proportional Amortization Method ("ASU 2023-02"). This ASU allows companies to elect to account for qualifying tax equity investments, regardless of the tax credit program from which the income tax credits are received, using the proportional amortization method if certain conditions are met. Companies were previously permitted to apply the proportional amortization method only to qualifying tax equity investments in low income housing tax credit structures. ASU 2023-02 extends the application of the proportional amortization method to qualifying tax equity investments that generate tax credits through other programs. It also requires new disclosures that provide a better understanding of the nature of the tax equity investments and the effect the tax equity investments and related income tax credits and other income tax benefits have on a company's financial position and results of operations. The ASU is effective for annual periods beginning after December 15, 2023, including interim periods within those fiscal years. We adopted ASU 2023-02 on January 1, 2024 and it did not have a material impact to our financial condition, results of operations, or disclosures.

Pronouncements to be effective in the future
In November 2023, the FASB issued ASU 2023-07, Improvements to Reportable Segment Disclosures ("ASU 2023-07"). ASU 2023-07 amends disclosure requirements for segment reporting by modifying and adding disclosure requirements. The additional disclosure requirements include the following on both an interim and annual basis: (i) significant segment expenses that are regularly provided to the chief operating decision maker ("CODM"); (ii) amounts for "other segment items" by reportable segment and a description of its composition; and (iii) the title and position of the CODM and an explanation of how the CODM uses the reported measure(s) of segment profit or loss in assessing segment performance and deciding how to allocate resources. In addition, ASU 2023-07 requires all annual disclosures about a reportable segment’s profit or loss and assets currently required by Topic 280, Segment Reporting, to now be disclosed in interim periods. ASU 2023-07 is effective for annual periods beginning after December 15, 2023, and interim periods within fiscal years beginning after December 15, 2024. Early adoption is permitted. As it only requires additional disclosure, ASU 2023-07 will not have a material impact on our financial condition or results of operations.

In December 2023, the FASB issued ASU 2023-09, Improvements to Income Tax Disclosures ("ASU 2023-09"). ASU 2023-09 amends disclosure requirements to provide greater transparency on income taxes. The following additional disclosures are
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required annually: (i) specific required categories in the rate reconciliation, (ii) additional information for reconciling items that meet a quantitative threshold, (iii) the amount of income taxes paid disaggregated by jurisdiction, and (iv) income tax expense (or benefit) from continuing operations disaggregated by federal, state, and foreign. ASU 2023-09 is effective for annual periods beginning after December 15, 2024. Amendments can be applied on a prospective basis; however, retrospective application is permitted. Early adoption is permitted. As it only requires additional disclosure, ASU 2023-09 will not have a material impact on our financial condition or results of operations.

NOTE 3. Statements of Cash Flows
Supplemental cash flow information was as follows:

 Nine Months ended
September 30,
($ in thousands)20242023
Cash paid (received) during the period for:  
Interest$22,823 22,712 
Federal income tax46,000 57,000 
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash flows from operating leases5,915 5,773 
Operating cash flows from financing leases152 41 
Financing cash flows from finance leases1,937 1,933 
Non-cash items:
Corporate actions related to fixed income securities, available-for-sale ("AFS")1
33,745 18,840 
Corporate actions related to equity securities1
29,250 — 
Assets acquired under finance lease arrangements5,969 1,584 
Assets acquired under operating lease arrangements11,513 5,068 
Non-cash purchase of property and equipment124 22 
1Examples of corporate actions include like-kind exchanges, non-cash acquisitions, and stock splits.

The following table provides a reconciliation of cash and restricted cash reported within the Consolidated Balance Sheets that equate to the amount reported in the Consolidated Statements of Cash Flows:

($ in thousands)September 30, 2024December 31, 2023
Cash$98 180 
Restricted cash12,566 13,092 
Total cash and restricted cash shown in the Consolidated Statements of Cash Flows$12,664 13,272 

Amounts in restricted cash represent cash received from the National Flood Insurance Program ("NFIP") that can only be used to pay flood claims under the Write Your Own program.

NOTE 4. Investments
(a) Information regarding our AFS securities as of September 30, 2024 and December 31, 2023, were as follows:

September 30, 2024Cost/
Amortized
Cost		Allowance for Credit LossesUnrealized
Gains		Unrealized
Losses		Fair
Value
($ in thousands)
AFS fixed income securities:
U.S. government and government agencies$139,877 — 106 (14,581)125,402 
Foreign government10,671 (24)— (985)9,662 
Obligations of states and political subdivisions512,086 (472)2,865 (21,623)492,856 
Corporate securities3,067,267 (12,034)58,570 (87,018)3,026,785 
Collateralized loan obligations ("CLO") and other asset-backed securities ("ABS")1,971,489 (4,462)28,036 (48,670)1,946,393 
Residential mortgage-backed securities ("RMBS")
1,801,760 (11,509)13,319 (63,561)1,740,009 
Commercial mortgage-backed securities ("CMBS")766,188 (3)4,819 (23,510)747,494 
Total AFS fixed income securities$8,269,338 (28,504)107,715 (259,948)8,088,601 

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December 31, 2023Cost/
Amortized
Cost		Allowance for Credit LossesUnrealized
Gains		Unrealized
Losses		Fair
Value
($ in thousands)
AFS fixed income securities:
U.S. government and government agencies$223,157 — 139 (18,261)205,035 
Foreign government11,140 (35)— (1,302)9,803 
Obligations of states and political subdivisions612,938 (669)2,623 (28,927)585,965 
Corporate securities2,834,048 (12,999)28,078 (137,888)2,711,239 
CLO and other ABS1,911,831 (2,854)11,855 (86,005)1,834,827 
RMBS1,568,960 (11,649)6,023 (85,851)1,477,483 
CMBS718,623 (6)1,358 (45,130)674,845 
Total AFS fixed income securities$7,880,697 (28,212)50,076 (403,364)7,499,197 

The following tables provide a roll forward of the allowance for credit losses on our AFS fixed income securities for the indicated periods:

Quarter ended September 30, 2024Beginning BalanceCurrent Provision for Securities without Prior AllowanceInitial Allowance for Purchased Credit Deteriorated Assets with Credit DeteriorationIncrease (Decrease) on Securities with Prior Allowance, excluding intent (or Requirement) to Sell SecuritiesReductions for Securities SoldReductions for Securities Identified as Intent (or Requirement) to Sell during the PeriodEnding Balance
($ in thousands)
Foreign government$26 — — (2)— — 24 
Obligations of states and political subdivisions639 107 — (266)(8)— 472 
Corporate securities15,950 747 — (4,231)(432)— 12,034 
CLO and other ABS3,022 1,575 — (49)(86)— 4,462 
RMBS11,660 — — (63)(88)— 11,509 
CMBS12 — — (9)— — 3 
Total AFS fixed income securities$31,309 2,429 — (4,620)(614)— 28,504 

Quarter ended September 30, 2023Beginning BalanceCurrent Provision for Securities without Prior AllowanceInitial Allowance for Purchased Credit Deteriorated Assets with Credit DeteriorationIncrease (Decrease) on Securities with Prior Allowance, excluding intent (or Requirement) to Sell SecuritiesReductions for Securities SoldReductions for Securities Identified as Intent (or Requirement) to Sell during the PeriodEnding Balance
($ in thousands)
Foreign government$34 — — (2)— — 32 
Obligations of states and political subdivisions769 96 — 55 (28)— 892 
Corporate securities16,149 1,939 — (111)(212)— 17,765 
CLO and other ABS2,915 148 — 167 (12)— 3,218 
RMBS11,550 23 — 154 (102)— 11,625 
CMBS8 — — (1)(1)— 6 
Total AFS fixed income securities$31,425 2,206 — 262 (355)— 33,538 

Nine Months ended September 30, 2024Beginning BalanceCurrent Provision for Securities without Prior AllowanceInitial Allowance for Purchased Credit Deteriorated Assets with Credit DeteriorationIncrease (Decrease) on Securities with Prior Allowance, excluding intent (or Requirement) to Sell SecuritiesReductions for Securities SoldReductions for Securities Identified as Intent (or Requirement) to Sell during the PeriodEnding Balance
($ in thousands)
Foreign government$35 — — (4)(7)— 24 
Obligations of states and political subdivisions669 118 — (299)(16)— 472 
Corporate securities12,999 1,325 — (1,282)(999)(9)12,034 
CLO and other ABS2,854 1,886 — (188)(90)— 4,462 
RMBS11,649 — — 139 (279)— 11,509 
CMBS6 — — (3)— — 3 
Total AFS fixed income securities$28,212 3,329 — (1,637)(1,391)(9)28,504 
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Nine Months ended September 30, 2023Beginning BalanceCurrent Provision for Securities without Prior AllowanceInitial Allowance for Purchased Credit Deteriorated Assets with Credit DeteriorationIncrease (Decrease) on Securities with Prior Allowance, excluding intent (or Requirement) to Sell SecuritiesReductions for Securities SoldReductions for Securities Identified as Intent (or Requirement) to Sell during the PeriodEnding Balance
($ in thousands)
Foreign government$284 — — (252)— — 32 
Obligations of states and political subdivisions1,024 100 — (120)(112)— 892 
Corporate securities30,330 6,078 — (14,992)(3,600)(51)17,765 
CLO and other ABS2,375 904 — (40)(21)— 3,218 
RMBS11,597 24 — 334 (330)— 11,625 
CMBS111 1 — 38 (144)— 6 
Total AFS fixed income securities$45,721 7,107 — (15,032)(4,207)(51)33,538 

During Nine Months 2024 and Nine Months 2023, we had no write-offs or recoveries of our AFS fixed income securities.

For information on our methodology and significant inputs used to measure expected credit losses, our accounting policy for recognizing write-offs of uncollectible amounts, and our treatment of accrued interest, refer to Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report. Accrued interest on AFS securities was $68.9 million as of September 30, 2024, and $64.6 million as of December 31, 2023. We did not record any write-offs of accrued interest in Nine Months 2024 and Nine Months 2023.

(b) Quantitative information about unrealized losses on our AFS portfolio follows:

September 30, 2024Less than 12 months12 months or longerTotal
($ in thousands)Fair ValueUnrealized
Losses		Fair ValueUnrealized
Losses		Fair ValueUnrealized
Losses
AFS fixed income securities:    
U.S. government and government agencies$352 (36)110,409 (14,545)110,761 (14,581)
Foreign government— — 9,662 (985)9,662 (985)
Obligations of states and political subdivisions49,972 (322)264,599 (21,301)314,571 (21,623)
Corporate securities164,625 (1,246)1,158,745 (85,772)1,323,370 (87,018)
CLO and other ABS264,653 (5,352)657,379 (43,318)922,032 (48,670)
RMBS233,580 (966)727,552 (62,595)961,132 (63,561)
CMBS27,946 (107)451,713 (23,403)479,659 (23,510)
Total AFS fixed income securities$741,128 (8,029)3,380,059 (251,919)4,121,187 (259,948)

December 31, 2023Less than 12 months12 months or longerTotal
($ in thousands)Fair
Value		Unrealized
Losses		Fair ValueUnrealized
Losses		Fair ValueUnrealized
Losses
AFS fixed income securities:    
U.S. government and government agencies$77,698 (188)108,578 (18,073)186,276 (18,261)
Foreign government1,552 (87)8,251 (1,215)9,803 (1,302)
Obligations of states and political subdivisions137,031 (962)290,964 (27,965)427,995 (28,927)
Corporate securities263,423 (6,369)1,439,422 (131,519)1,702,845 (137,888)
CLO and other ABS278,940 (7,120)984,175 (78,885)1,263,115 (86,005)
RMBS351,976 (4,765)757,914 (81,086)1,109,890 (85,851)
CMBS130,189 (2,995)471,256 (42,135)601,445 (45,130)
Total AFS fixed income securities$1,240,809 (22,486)4,060,560 (380,878)5,301,369 (403,364)

We currently do not intend to sell any of the securities summarized in the tables above, nor do we believe we will be required to sell any of them. Considering these factors and our review of these securities under our credit loss policy as described in Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report, we have concluded that no additional allowance for credit loss is required on these balances beyond the allowance for credit loss recorded as of September 30, 2024. This conclusion reflects our current judgment about the financial position and future prospects of the entities that issued the investment security and underlying collateral.

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(c) AFS and held-to-maturity ("HTM") fixed income securities at September 30, 2024, by contractual maturity are shown below. The maturities of RMBS, CMBS, CLO and other ABS securities were calculated using each security's estimated average life. Expected maturities may differ from contractual maturities because issuers may have the right to call or prepay obligations with or without call or prepayment penalties.
 
AFSHTM
($ in thousands)Fair ValueCarrying ValueFair Value
Due in one year or less$623,583 820 833 
Due after one year through five years3,638,555 13,971 13,574 
Due after five years through 10 years3,030,532 7,167 7,033 
Due after 10 years795,931 — — 
Total fixed income securities$8,088,601 21,958 21,440 

(d) The following table summarizes our alternative investment portfolio by strategy:

September 30, 2024December 31, 2023
($ in thousands)Carrying ValueRemaining CommitmentMaximum Exposure to LossCarrying ValueRemaining CommitmentMaximum Exposure to Loss
Alternative Investments  
   Private equity$337,905 191,411 529,316 301,759 131,885 433,644 
   Private credit50,236 96,702 146,938 54,500 89,401 143,901 
   Real assets43,858 41,439 85,297 39,520 33,040 72,560 
Total alternative investments$431,999 329,552 761,551 395,779 254,326 650,105 

We are contractually committed to make additional investments up to the remaining commitments stated above. We did not provide any non-contractual financial support during 2024 or 2023.

The following table shows gross summarized financial information for our alternative investments portfolio, including the portion we do not own. As the majority of these investments report results to us on a one quarter lag, the summarized financial statement information is for 3- and 9-month periods ended June 30:

Income Statement InformationQuarter ended September 30,Nine Months ended September 30
($ in millions)2024202320242023
Net investment income (loss)$230.6 74.3 $127.0 (66.9)
Realized gains1,878.3 1,108.5 5,263.4 3,752.8 
Net change in unrealized appreciation (depreciation)607.7 2,216.3 7,277.0 7,414.1 
Net income$2,716.6 3,399.1 $12,667.4 11,100.0 
Alternative investment income included in "Net investment income earned" on our Consolidated Statements of Income$9.0 6.5 $26.4 25.6 

(e) We have pledged certain AFS fixed income securities as collateral related to our borrowing relationships with the Federal Home Loan Bank of Indianapolis ("FHLBI") and the Federal Home Loan Bank of New York ("FHLBNY"). In addition, we had certain securities on deposit with various state and regulatory agencies at September 30, 2024 to comply with insurance laws. We retain all rights regarding all securities pledged as collateral.

The following table summarizes the market value of these securities at September 30, 2024:

($ in millions)FHLBI CollateralFHLBNY CollateralState and
Regulatory Deposits		Total
U.S. government and government agencies$— — 22.0 22.0 
Obligations of states and political subdivisions— — 3.2 3.2 
RMBS65.9 23.4 — 89.3 
CMBS1.8 8.4 — 10.2 
Total pledged as collateral$67.7 31.8 25.2 124.7 

(f) We did not have exposure to any credit concentration risk of a single issuer greater than 10% of our stockholders' equity, other than to certain U.S. government agencies, as of September 30, 2024, or December 31, 2023.

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(g) The components of pre-tax net investment income earned were as follows:

 Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Fixed income securities$98,464 90,013 $286,501 254,016 
Commercial mortgage loans ("CMLs")3,238 2,516 9,177 6,680 
Equity securities5,362 2,083 12,147 5,524 
Short-term investments6,457 3,941 14,656 11,483 
Alternative investments9,031 6,473 26,429 25,637 
Other investments251 284 632 515 
Investment expenses(5,044)(4,447)(15,292)(13,790)
Net investment income earned$117,759 100,863 $334,250 290,065 

The increase in net investment income earned in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods was primarily driven by higher interest rates, active portfolio management, and operating cash flow deployment.

(h) The following table summarizes net realized and unrealized investment gains and losses for the periods indicated:

Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Gross gains on sales$4,159 367 $10,681 5,307 
Gross losses on sales(2,012)(5,264)(5,228)(30,146)
Net realized gains (losses) on disposals2,147 (4,897)5,453 (24,839)
Net unrealized gains (losses) on equity securities2,407 489 3,006 8,662 
Net credit loss benefit (expense) on fixed income securities, AFS2,191 (2,468)(1,692)7,925 
Net credit loss benefit (expense) on CMLs
(2)(4)134 (65)
Losses on securities for which we have the intent to sell(752)— (1,248)(645)
Other realized gains (losses)
(602)— (602)— 
Net realized and unrealized investment gains (losses)$5,389 (6,880)$5,051 (8,962)

Net unrealized gains and losses recognized in income on equity securities, as reflected in the table above, included the following:

Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Unrealized gains (losses) recognized in income on equity securities:
On securities remaining in our portfolio at end of period$1,997 200 $4,904 2,744 
On securities sold in period410 289 (1,898)5,918 
Total unrealized gains (losses) recognized in income on equity securities$2,407 489 $3,006 8,662 

NOTE 5. Fair Value Measurements
The financial assets in our investment portfolio are primarily measured at fair value as disclosed on the Consolidated Balance Sheets. The following table presents the carrying amounts and fair values of our financial liabilities as of September 30, 2024, and December 31, 2023:

September 30, 2024December 31, 2023
($ in thousands)Carrying AmountFair ValueCarrying AmountFair Value
Financial Liabilities
Long-term debt:
7.25% Senior Notes
$49,929 54,828 49,926 53,047 
6.70% Senior Notes
99,584 106,814 99,565 104,039 
5.375% Senior Notes
294,600 296,608 294,523 288,787 
3.03% borrowings from FHLBI
60,000 59,060 60,000 57,932 
Subtotal long-term debt504,113 517,310 504,014 503,805 
Unamortized debt issuance costs(2,544)(2,704)
Finance lease obligations6,668 2,636 
Total long-term debt$508,237 503,946 

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For discussion regarding the fair value techniques of our financial instruments, refer to Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

The following tables provide quantitative disclosures of our financial assets that were measured and recorded at fair value at September 30, 2024, and December 31, 2023:

September 30, 2024 Fair Value Measurements Using
($ in thousands)Assets
 Measured at
 Fair Value		Quoted Prices in
Active Markets for
Identical Assets/
Liabilities (Level 1)		Significant Other
 Observable
Inputs
 (Level 2)		Significant Unobservable
 Inputs
 (Level 3)
Description    
Measured on a recurring basis:    
AFS fixed income securities:
U.S. government and government agencies$125,402 36,523 88,879 — 
Foreign government9,662 — 9,662 — 
Obligations of states and political subdivisions492,856 — 485,125 7,731 
Corporate securities3,026,785 — 2,777,246 249,539 
CLO and other ABS1,946,393 — 1,638,175 308,218 
RMBS1,740,009 — 1,740,009 — 
CMBS747,494 — 747,132 362 
Total AFS fixed income securities8,088,601 36,523 7,486,228 565,850 
Equity securities:
Common stock1
203,733 34,578 — 875 
Preferred stock1,901 1,901 — — 
Total equity securities205,634 36,479 — 875 
Short-term investments561,032 512,553 48,479 — 
Total assets measured at fair value$8,855,267 585,555 7,534,707 566,725 

December 31, 2023 Fair Value Measurements Using
($ in thousands)Assets
 Measured at
 Fair Value		Quoted Prices in
 Active Markets for
Identical Assets/Liabilities
(Level 1)		Significant
Other Observable Inputs
(Level 2)		Significant Unobservable
Inputs
 (Level 3)
Description    
Measured on a recurring basis:    
AFS fixed income securities:
U.S. government and government agencies$205,035 34,056 170,979 — 
Foreign government9,803 — 9,803 — 
Obligations of states and political subdivisions585,965 — 578,131 7,834 
Corporate securities2,711,239 — 2,413,907 297,332 
CLO and other ABS1,834,827 — 1,589,514 245,313 
RMBS1,477,483 — 1,477,483 — 
CMBS674,845 — 674,489 356 
Total AFS fixed income securities7,499,197 34,056 6,914,306 550,835 
Equity securities:
Common stock1
185,339 20,582 — 854 
Preferred stock1,816 1,816 — — 
Total equity securities187,155 22,398 — 854 
Short-term investments309,317 308,512 805 — 
Total assets measured at fair value$7,995,669 364,966 6,915,111 551,689 
1Investments amounting to $168.3 million at September 30, 2024, and $163.9 million at December 31, 2023, were measured at fair value using the net asset value per share (or its practical expedient) and have not been classified in the fair value hierarchy. These investments are not redeemable and the timing of liquidations of the underlying assets is unknown at each reporting period. The fair value amounts in this table are intended to permit reconciliation of the fair value hierarchy to total assets measured at fair value.

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The following tables provide a summary of Level 3 changes in Nine Months 2024 and Nine Months 2023:

September 30, 2024
($ in thousands)Obligations of States and Political SubdivisionsCorporate SecuritiesCLO and Other ABSRMBSCMBSCommon StockTotal
Fair value, December 31, 2023
$7,834 297,332 245,313 — 356 854 551,689 
Total net gains (losses) for the period included in:
Other comprehensive income (loss) ("OCI")25 13,716 4,058 77 15 — 17,891 
   Net realized and unrealized gains (losses)(60)556 (242)— — 21 275 
Net investment income earned— (443)191 1 (2)— (253)
Purchases— 22,611 98,789 4,888 — — 126,288 
Sales— — — — — — — 
Issuances— — — — — — — 
Settlements(68)(22,005)(28,560)(255)(7)— (50,895)
Transfers into Level 3— 28,896 19,671 — — — 48,567 
Transfers out of Level 3— (91,124)(31,002)(4,711)— — (126,837)
Fair value, September 30, 2024
$7,731 249,539 308,218 — 362 875 566,725 
Change in unrealized gains (losses) for the period included in earnings for assets held at period end(60)568 (242)— — 213 479 
Change in unrealized gains (losses) for the period included in OCI for assets held at period end25 13,305 4,636 77 15 — 18,058 

September 30, 2023
($ in thousands)Obligation of state and Political SubdivisionsCorporate SecuritiesCLO and Other ABSCMBSCommon StockTotal
Fair value, December 31, 2022
$6,661 187,980 153,342 375 897 349,255 
Total net gains (losses) for the period included in:
OCI(80)(517)(2,433)35 — (2,995)
   Net realized and unrealized gains (losses)62 289 (110)— (157)84 
Net investment income earned— 359 (12)(264)— 83 
Purchases— 77,567 60,015 — — 137,582 
Sales— — — — — — 
Issuances— — — — — — 
Settlements— (7,437)(4,343)(24)— (11,804)
Transfers into Level 3— 2,238 14,148 2,848 193 19,427 
Transfers out of Level 3— — (10,200)(2,626)— (12,826)
Fair value, September 30, 2023
$6,643 260,479 210,407 344 933 478,806 
Change in unrealized gains (losses) for the period included in earnings for assets held at period end62 289 (110)— (157)84 
Change in unrealized gains (losses) for the period included in OCI for assets held at period end(80)(528)(2,433)35 — (3,006)

The following tables present quantitative information about the significant unobservable inputs used in the fair value measurements of Level 3 assets at September 30, 2024, and December 31, 2023:

September 30, 2024
($ in thousands)Assets Measured at Fair ValueValuation TechniquesUnobservable InputsRange Weighted Average
Internal valuations:
Corporate securities$154,935 
Discounted Cash Flow
Illiquidity Spread
(4.4)% - 5.3%
1.7%
CLO and other ABS198,748 
Discounted Cash Flow
Illiquidity Spread
(0.97)% - 19.6%
2.3%
Total internal valuations353,683 
Other1
213,042 
Total Level 3 securities$566,725 

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December 31, 2023
($ in thousands)Assets Measured at Fair ValueValuation TechniquesUnobservable InputsRangeWeighted Average
Internal valuations:
Corporate securities$135,524 Discounted Cash FlowIlliquidity Spread
(4.4)% - 5.3%
1.9%
CLO and other ABS127,210 Discounted Cash FlowIlliquidity Spread
0.01% - 19.6%
2.4%
Total internal valuations262,734 
Other1
288,955 
Total Level 3 securities$551,689 
1Other is comprised of broker quotes or other third-party pricing for which there is a lack of transparency into the inputs used to develop the valuations. The quantitative details of these unobservable inputs are neither provided to us, nor reasonably available to us, and therefore are not included in the tables above.

For the securities in the tables above valued using a discounted cash flow analysis, we apply an illiquidity spread in our determination of fair value. An increase in this assumption would result in a lower fair value measurement.

The following tables provide quantitative information about our financial assets and liabilities that were not measured at fair value, but were disclosed as such at September 30, 2024, and December 31, 2023:

September 30, 2024 Fair Value Measurements Using
($ in thousands)Assets/
Liabilities
Disclosed at
Fair Value		Quoted Prices in
 Active Markets for
 Identical Assets/
Liabilities
(Level 1)		Significant Other
Observable Inputs
(Level 2)		Significant
Unobservable
Inputs
(Level 3)
Financial Assets    
HTM:    
Corporate securities$21,440 — 21,440 — 
Total HTM fixed income securities21,440 — 21,440 — 
CMLs$218,599 — — 218,599 
Financial Liabilities    
Long-term debt:
7.25% Senior Notes
$54,828 — 54,828 — 
6.70% Senior Notes
106,814 — 106,814 — 
5.375% Senior Notes
296,608 — 296,608 — 
3.03% borrowings from FHLBI
59,060 — 59,060 — 
Total long-term debt$517,310 — 517,310 — 

December 31, 2023 Fair Value Measurements Using
($ in thousands)Assets/
Liabilities
Disclosed at
Fair Value		Quoted Prices in
 Active Markets for
 Identical Assets/
Liabilities
(Level 1)		Significant Other
Observable Inputs
(Level 2)		Significant
Unobservable
Inputs
(Level 3)
Financial Assets    
HTM:    
Corporate securities$21,923 — 21,923 — 
Total HTM fixed income securities21,923 — 21,923 — 
CMLs$178,913 — — 178,913 
Financial Liabilities    
Long-term debt:
7.25% Senior Notes
$53,047 — 53,047 — 
6.70% Senior Notes
104,039 — 104,039 — 
5.375% Senior Notes
288,787 — 288,787 — 
3.03% borrowings from FHLBI
57,932 — 57,932 — 
Total long-term debt$503,805 — 503,805 — 

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NOTE 6. Allowance for Credit Losses on Premiums Receivable
The following table provides a roll forward of the allowance for credit losses on our premiums receivable balance for the indicated periods:

Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Balance at beginning of period$21,100 17,900 $18,900 16,100 
Current period change for expected credit losses1,970 1,973 6,242 5,398 
Write-offs charged against the allowance for credit losses(2,764)(1,257)(5,540)(3,468)
Recoveries494 284 1,198 870 
Allowance for credit losses, end of period$20,800 18,900 $20,800 18,900 

For a discussion of the methodology used to evaluate our estimate of expected credit losses on premiums receivable, refer to Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

NOTE 7. Reinsurance
We evaluate and monitor the financial condition of our reinsurers under voluntary reinsurance arrangements to minimize our exposure to significant losses from reinsurer insolvencies. The following tables provide (i) a disaggregation of our reinsurance recoverable balance by financial strength rating, and (ii) an aging analysis of our past due reinsurance recoverable balances as of September 30, 2024, and December 31, 2023:

September 30, 2024
($ in thousands)CurrentPast DueTotal Reinsurance Recoverables
Financial strength rating of rated reinsurers
A++$109,343 579 109,922 
A+475,190 997 476,187 
A137,194 413 137,607 
A-5,592 89 5,681 
Total rated reinsurers727,319 2,078 729,397 
Non-rated reinsurers
Federal and state pools325,080 — 325,080 
Other than federal and state pools4,679 95 4,774 
Total non-rated reinsurers329,759 95 329,854 
Total reinsurance recoverable, gross$1,057,078 2,173 1,059,251 
Less: allowance for credit losses(2,000)
Total reinsurance recoverable, net1,057,251 

December 31, 2023
($ in thousands)CurrentPast DueTotal Reinsurance Recoverables
Financial strength rating of rated reinsurers
A++$82,466 21 82,487 
A+371,132 2,887 374,019 
A111,883 1,380 113,263 
A-3,596 89 3,685 
Total rated reinsurers569,077 4,377 573,454 
Non-rated reinsurers
Federal and state pools80,506 — 80,506 
Other than federal and state pools4,488 77 4,565 
Total non-rated reinsurers84,994 77 85,071 
Total reinsurance recoverable, gross$654,071 4,454 658,525 
Less: allowance for credit losses(1,700)
Total reinsurance recoverable, net656,825 

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The $244.6 million increase in "Federal and state pools" as of September 30, 2024, compared to December 31, 2023, was primarily due to reserves recorded in Third Quarter 2024 from our participation in the NFIP Write Your Own Program, driven by Hurricane Helene flood losses, which impacted the Southeastern states of our footprint. These losses are 100% ceded to the NFIP. In addition, the $155.9 million increase in "Total rated reinsurers" as of September 30, 2024, compared to December 31, 2023, was primarily related to an increase in incurred but not reported recoverable balances related to unfavorable prior year casualty reserve development recorded in Nine Months 2024.

The following table provides a roll forward of the allowance for credit losses on our reinsurance recoverable balance for the periods indicated:

Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)
2024202320242023
Balance at beginning of period$1,700 1,800 $1,700 1,600 
Current period change for expected credit losses300 — 300 200 
Write-offs charged against the allowance for credit losses— — — — 
Recoveries— — — — 
Allowance for credit losses, end of period$2,000 1,800 $2,000 1,800 

For a discussion of the methodology used to evaluate our estimate of expected credit losses on our reinsurance recoverable balance, refer to Note 2. "Summary of Significant Accounting Policies" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

The following table lists direct, assumed, and ceded reinsurance amounts for premiums written, premiums earned, and loss and loss expense incurred for the indicated periods. For more information about reinsurance, refer to Note 9. "Reinsurance" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Premiums written:    
Direct$1,335,475 1,214,444 $4,051,124 3,579,700 
Assumed7,611 9,087 20,009 20,058 
Ceded(185,446)(165,206)(530,771)(456,758)
Net1,157,640 1,058,325 3,540,362 3,143,000 
Premiums earned:    
Direct1,279,783 1,123,444 3,727,847 3,229,170 
Assumed6,972 8,916 18,942 21,174 
Ceded(174,527)(150,443)(503,386)(423,941)
Net1,112,228 981,917 3,243,403 2,826,403 
Loss and loss expense incurred:
    
Direct1,194,224 741,288 2,957,610 2,053,511 
Assumed6,104 8,182 17,143 19,115 
Ceded(434,670)(103,573)(579,255)(213,161)
Net$765,658 645,897 $2,395,498 1,859,465 

The increase in direct and ceded loss and loss expense incurred in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods included a $232.8 million increase of NFIP reserves recorded in Third Quarter 2024 for flood losses as a result of Hurricane Helene, which are 100% ceded to the NFIP. In addition, the increase in direct loss and loss expense incurred in Nine Months 2024 compared to Nine Months 2023 was further impacted by unfavorable prior year casualty reserve development of $211.0 million in Nine Months 2024, compared to $16.5 million of favorable development in Nine Months 2023.

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NOTE 8. Reserve for Loss and Loss Expense
The table below provides a roll forward of the reserve for loss and loss expense for beginning and ending reserve balances:

Nine Months ended
September 30,
($ in thousands)20242023
Gross reserve for loss and loss expense, at beginning of period$5,336,911 5,144,821 
Less: reinsurance recoverable on unpaid loss and loss expense, at beginning of period618,601 757,513 
Net reserve for loss and loss expense, at beginning of period4,718,310 4,387,308 
Incurred loss and loss expense for claims occurring in the:  
Current year2,212,750 1,865,247 
Prior years182,748 (5,782)
Total incurred loss and loss expense2,395,498 1,859,465 
Paid loss and loss expense for claims occurring in the:  
Current year638,494 607,595 
Prior years1,053,299 988,859 
Total paid loss and loss expense1,691,793 1,596,454 
Net reserve for loss and loss expense, at end of period5,422,015 4,650,319 
Add: Reinsurance recoverable on unpaid loss and loss expense, at end of period1,029,981 651,051 
Gross reserve for loss and loss expense, at end of period$6,451,996 5,301,370 

The increase in the net reserve for loss and loss expense at September 30, 2024 compared to December 31, 2023, primarily reflected (i) net unfavorable prior year reserve development, (ii) higher catastrophe losses in Nine Months 2024, (iii) exposure increases due to premium growth, and (iv) elevated loss cost trends for the current accident year.

Prior year reserve development in Nine Months 2024 was unfavorable by $182.7 million, consisting of $211.0 million of unfavorable casualty reserve development, partially offset by $28.3 million of favorable property reserve development. The unfavorable casualty reserve development was driven by our Standard Commercial Lines segment, which included (i) $216.0 million in our general liability line of business, primarily driven by increased severities in accident years 2020 through 2023, and (ii) $20.0 million in our commercial automobile line of business, partially offset by favorable development of (iii) $20.0 million in our workers compensation line of business and (iv) $5.0 million in our bonds line of business.

Additionally, in our Standard Personal Lines segment, we had unfavorable casualty reserve development of $5.0 million in our personal automobile line of business, offset by favorable development of $5.0 million in our homeowners line of business.

Prior year reserve development in Nine Months 2023 was favorable by $5.8 million, consisting of $16.5 million of favorable casualty reserve development, partially offset by $10.7 million of unfavorable property reserve development. The favorable casualty reserve development included $24.5 million in our workers compensation line of business and $5.0 million in our Excess and Surplus ("E&S") casualty lines of business, partially offset by $9.0 million of unfavorable casualty reserve development in our personal automobile line of business and $4.0 million in our commercial automobile line of business.

NOTE 9. Segment Information
We evaluate the results of our four reportable segments as follows:

•Our Standard Commercial Lines, Standard Personal Lines, and E&S Lines are evaluated on (i) before and after-tax underwriting results (net premiums earned, incurred loss and loss expense, policyholder dividends, policy acquisition costs, and other underwriting expenses), (ii) their return on equity ("ROE") contribution, and (iii) their combined ratios.

•Our Investments segment is primarily evaluated on after-tax net investment income and its ROE contribution. After-tax net realized and unrealized gains and losses are also included in our Investments segment results.

In computing each segment's results, we do not make adjustments for interest expense or corporate expenses. No segment has a separate investment portfolio or allocated assets.

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The following summaries present revenues (net investment income and net realized and unrealized gains and losses on investments in the case of the Investments segment) and pre-tax income for the individual segments:

Revenue by SegmentQuarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Standard Commercial Lines:  
Net premiums earned:  
General liability$286,641 261,551 $840,153 759,410 
Commercial automobile269,036 234,622 781,408 677,060 
Commercial property174,855 152,495 504,919 429,135 
Workers compensation81,296 81,672 251,389 254,602 
Businessowners' policies43,091 36,016 124,653 103,572 
Bonds12,511 11,715 37,067 34,731 
Other7,949 7,257 23,393 21,142 
Miscellaneous income8,189 4,606 20,537 12,355 
Total Standard Commercial Lines revenue883,568 789,934 2,583,519 2,292,007 
Standard Personal Lines:
Net premiums earned:
Personal automobile56,599 51,906 171,103 145,050 
Homeowners47,251 40,175 137,419 112,090 
Other3,671 3,088 9,266 7,069 
Miscellaneous income692 575 1,927 1,564 
Total Standard Personal Lines revenue108,213 95,744 319,715 265,773 
E&S Lines:
Net premiums earned:
Casualty lines77,471 67,718 222,996 190,686 
Property lines51,857 33,702 139,637 91,856 
Miscellaneous income49 — 102 — 
Total E&S Lines revenue129,377 101,420 362,735 282,542 
Investments:    
Net investment income earned117,759 100,863 334,250 290,065 
Net realized and unrealized investment gains (losses)5,389 (6,880)5,051 (8,962)
Total Investments revenue123,148 93,983 339,301 281,103 
Total revenues $1,244,306 1,081,081 $3,605,270 3,121,425 

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Income (Loss) Before and After Federal Income Tax
Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Standard Commercial Lines:  
Underwriting income (loss), before federal income tax$7,319 41,339 $(143,181)102,406 
Underwriting income (loss), after federal income tax5,782 32,658 (113,113)80,901 
Combined ratio99.2 %94.7 105.6 95.5 
ROE contribution0.8 5.4 (5.4)4.4 
Standard Personal Lines:
Underwriting income (loss), before federal income tax$(23,774)(26,099)$(48,410)(62,232)
Underwriting income (loss), after federal income tax(18,781)(20,618)(38,244)(49,163)
Combined ratio122.1 %127.4 115.2 123.6 
ROE contribution(2.6)(3.4)(1.8)(2.7)
E&S Lines:
Underwriting income (loss), before federal income tax$21,706 16,351 $42,192 29,074 
Underwriting income (loss), after federal income tax17,148 12,917 33,332 22,968 
Combined ratio83.2 %83.9 88.4 89.7 
ROE contribution2.4 2.1 1.6 1.3 
Investments:  
Net investment income earned$117,759 100,863 $334,250 290,065 
Net realized and unrealized investment gains (losses)5,389 (6,880)5,051 (8,962)
Total investments segment income, before federal income tax123,148 93,983 339,301 281,103 
Tax on investments segment income25,511 19,191 70,029 57,092 
Total investments segment income, after federal income tax$97,637 74,792 $269,272 224,011 
ROE contribution of after-tax net investment income earned13.1 13.1 12.6 12.7 

Reconciliation of Segment Results to Income (Loss) Before Federal Income Tax
Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Underwriting income (loss)
Standard Commercial Lines$7,319 41,339 $(143,181)102,406 
Standard Personal Lines(23,774)(26,099)(48,410)(62,232)
E&S Lines21,706 16,351 42,192 29,074 
Investment income123,148 93,983 339,301 281,103 
Total all segments128,399 125,574 189,902 350,351 
Interest expense(7,250)(7,186)(21,633)(21,610)
Corporate expenses(4,662)(5,871)(29,314)(27,308)
Income (loss), before federal income tax
$116,487 112,517 $138,955 301,433 
Preferred stock dividends(2,300)(2,300)(6,900)(6,900)
Income (loss) available to common stockholders, before federal income tax
$114,187 110,217 $132,055 294,533 

NOTE 10. Retirement Plans
The primary pension plan for our employees is the Retirement Income Plan for Selective Insurance Company of America (the "Pension Plan"). The plan is closed to new entrants, and benefits ceased accruing under the Pension Plan after March 31, 2016. For more information about Selective Insurance Company of America's ("SICA") retirement plans, see Note 15. "Retirement Plans" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

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The following tables provide information about the Pension Plan:

Pension Plan
Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Net Periodic Pension Cost (Benefit):
Interest cost$3,888 3,867 $11,664 11,599 
Expected return on plan assets(5,382)(5,774)(16,147)(17,319)
Amortization of unrecognized net actuarial loss955 750 2,865 2,251 
Total net periodic pension cost (benefit)1
$(539)(1,157)$(1,618)(3,469)
1The components of net periodic pension cost (benefit) are included within "Loss and loss expense incurred" and "Other insurance expenses" on the Consolidated Statements of Income.

Pension Plan
Nine Months ended
September 30,
20242023
Weighted-Average Expense Assumptions:
Discount rate5.02 %5.21 %
Effective interest rate for calculation of interest cost4.91 5.09 
Expected return on plan assets6.40 6.90 

NOTE 11. Comprehensive Income (Loss)
The components of comprehensive income (loss), both gross and net of tax, for Third Quarter 2024 and Nine Months 2024 and Third Quarter 2023 and Nine Months 2023 were as follows:

Third Quarter 2024   
($ in thousands)GrossTaxNet
Net income (loss)
$116,487 24,209 92,278 
Components of OCI:   
Unrealized gains (losses) on investment securities:
   
Unrealized holding gains (losses) during the period187,465 39,367 148,098 
Unrealized gains (losses) on securities with credit loss recognized in earnings43,927 9,225 34,702 
Amounts reclassified into net income (loss):
Net realized (gains) losses on disposals and intent-to-sell AFS securities(1,249)(263)(986)
Credit loss (benefit) expense(2,191)(459)(1,732)
    Total unrealized gains (losses) on investment securities227,952 47,870 180,082 
Defined benefit pension and post-retirement plans:   
Amounts reclassified into net income (loss):
   
Net actuarial (gain) loss967 203 764 
    Total defined benefit pension and post-retirement plans967 203 764 
Other comprehensive income (loss)228,919 48,073 180,846 
Comprehensive income (loss)$345,406 72,282 273,124 
Third Quarter 2023   
($ in thousands)GrossTaxNet
Net income (loss)
$112,517 23,309 89,208 
Components of OCI:   
Unrealized gains (losses) on investment securities:   
Unrealized holding gains (losses) during the period(101,722)(21,361)(80,361)
Unrealized gains (losses) on securities with credit loss recognized in earnings(32,898)(6,909)(25,989)
Amounts reclassified into net income (loss):
Net realized (gains) losses on disposals and intent-to-sell AFS securities4,628 972 3,656 
Credit loss (benefit) expense2,468 519 1,949 
    Total unrealized gains (losses) on investment securities(127,524)(26,779)(100,745)
Defined benefit pension and post-retirement plans:   
Amounts reclassified into net income (loss):
   
Net actuarial (gain) loss756 158 598 
    Total defined benefit pension and post-retirement plans756 158 598 
Other comprehensive income (loss)(126,768)(26,621)(100,147)
Comprehensive income (loss)$(14,251)(3,312)(10,939)
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Nine Months 2024
($ in thousands)GrossTaxNet
Net income (loss)
$138,955 27,478 111,477 
Components of OCI:
Unrealized gains (losses) on investment securities:
Unrealized holding gains (losses) during the period163,558 34,347 129,211 
Unrealized gains (losses) on securities with credit loss recognized in earnings37,090 7,789 29,301 
Amounts reclassified into net income (loss):
Net realized (gains) losses on disposals and intent-to-sell AFS securities(1,284)(270)(1,014)
Credit loss (benefit) expense1,692 356 1,336 
Total unrealized gains (losses) on investment securities201,056 42,222 158,834 
Defined benefit pension and post-retirement plans:
Amounts reclassified into net income (loss):
Net actuarial (gain) loss2,901 609 2,292 
Total defined benefit pension and post-retirement plans2,901 609 2,292 
Other comprehensive income (loss)203,957 42,831 161,126 
Comprehensive income (loss)$342,912 70,309 272,603 
Nine Months 2023
($ in thousands)GrossTaxNet
Net income (loss)
$301,433 61,043 240,390 
Components of OCI:
Unrealized gains (losses) on investment securities:
Unrealized holding gains (losses) during the period(96,478)(20,259)(76,219)
Unrealized gains (losses) on securities with credit loss recognized in earnings(16,497)(3,465)(13,032)
Amounts reclassified into net income (loss):
Net realized (gains) losses on disposals and intent-to-sell AFS securities20,115 4,224 15,891 
Credit loss (benefit) expense(7,925)(1,664)(6,261)
Total unrealized gains (losses) on investment securities(100,785)(21,164)(79,621)
Defined benefit pension and post-retirement plans:
Amounts reclassified into net income (loss):
Net actuarial (gain) loss2,270 476 1,794 
Total defined benefit pension and post-retirement plans2,270 476 1,794 
Other comprehensive income (loss)(98,515)(20,688)(77,827)
Comprehensive income (loss)$202,918 40,355 162,563 

The balances of, and changes in, each component of accumulated other comprehensive income (loss) ("AOCI") (net of taxes) as of September 30, 2024, were as follows:

September 30, 2024Net Unrealized Gains (Losses) on Investment SecuritiesDefined Benefit Pension and Post-Retirement PlansTotal AOCI
($ in thousands)
Credit Loss Related1
All
Other		Investments
Subtotal
Balance, December 31, 2023
$(84,442)(194,628)(279,070)(93,931)(373,001)
OCI before reclassifications29,301 129,211 158,512 — 158,512 
Amounts reclassified from AOCI1,336 (1,014)322 2,292 2,614 
Net current period OCI30,637 128,197 158,834 2,292 161,126 
Balance, September 30, 2024
$(53,805)(66,431)(120,236)(91,639)(211,875)
1Represents change in unrealized gains (losses) on securities with credit loss recognized in earnings.















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The reclassifications out of AOCI were as follows:

Quarter ended
September 30,		Nine Months ended
September 30,		Affected Line Item in the Unaudited Consolidated Statements of Income
($ in thousands)2024202320242023
Net realized (gains) losses on disposals and intent-to-sell AFS securities
Net realized (gains) losses
$(1,249)4,628 $(1,284)20,115 Net realized and unrealized investment gains (losses)
Tax (benefit) expense
263 (972)270 (4,224)Total federal income tax expense (benefit)
Net of taxes
(986)3,656 (1,014)15,891 Net income (loss)
Credit loss related
Credit loss (benefit) expense(2,191)2,468 1,692 (7,925)Net realized and unrealized investment gains (losses)
Tax (benefit) expense
459 (519)(356)1,664 Total federal income tax expense (benefit)
Net of taxes
(1,732)1,949 1,336 (6,261)Net income (loss)
Defined benefit pension and post-retirement life plans
Net actuarial loss 222 173 667 521 Loss and loss expense incurred
Net actuarial loss745 583 2,234 1,749 Other insurance expenses
Total
967 756 2,901 2,270 Income (loss) before federal income tax
Tax (benefit) expense(203)(158)(609)(476)Total federal income tax expense (benefit)
Net of taxes764 598 2,292 1,794 Net income (loss)
Total reclassifications for the period$(1,954)6,203 $2,614 11,424 Net income (loss)

NOTE 12. Equity
On December 2, 2020, we announced that our Board of Directors authorized a $100 million share repurchase program, with no set expiration or termination date. Our repurchase program does not obligate us to acquire any particular amount of our common stock. The timing and amount of any share repurchases under the authorization will be determined by management at its discretion based on market conditions and other considerations. In Nine Months 2024, we repurchased 103,000 shares of our common stock under our share repurchase program. The total cost of repurchases, including commissions, was $8.7 million in Nine Months 2024. We had $75.5 million of remaining capacity under our share repurchase program as of September 30, 2024.

NOTE 13. Earnings per Common Share
The following table presents the calculations of earnings per common share ("EPS") on a basic and diluted basis:

Quarter ended
September 30,		Nine Months ended
September 30,
(in thousands, except per share amounts)2024202320242023
Net income (loss) available to common stockholders:
$89,978 86,908 $104,577 233,490 
Weighted average common shares outstanding:
Weighted average common shares outstanding - basic60,87760,67660,86760,609
Effect of dilutive securities - stock compensation plans414 340392339
Weighted average common shares outstanding - diluted61,29161,01661,25960,948
EPS:
Basic$1.48 1.43 $1.72 3.85 
Diluted1.47 1.42 1.71 3.83 

NOTE 14. Litigation
As of September 30, 2024, we do not believe we are involved in any legal action that could have a material adverse effect on our consolidated financial condition, results of operations, or cash flows.

In the ordinary course of conducting business, we are parties in various legal actions. Most are claims litigation involving our ten insurance subsidiaries (collectively referred to as "Insurance Subsidiaries") as (i) liability insurers defending or providing indemnity for third-party claims brought against our customers, (ii) insurers defending first-party coverage claims brought against them, or (iii) liability insurers seeking declaratory judgment on our insurance coverage obligations. We account for such activity by establishing unpaid loss and loss expense reserves. Considering potential losses and defense costs reserves, we expect that any potential ultimate liability for ordinary course claims litigation will not be material to our consolidated financial condition, results of operations, or cash flows.
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Table of Contents

All our commercial property and businessowners' policies require direct physical loss of or damage to property by a covered cause of loss. All our standard lines commercial property and businessowners' policies also include or attach an exclusion that states all loss or property damage caused by or resulting from any virus, bacterium, or other microorganism that induces or is capable of inducing physical distress, illness, or disease is not a covered cause of loss ("Virus Exclusion"). Whether COVID-19-related contamination, the existence of the COVID-19 pandemic, and the resulting COVID-19-related government shutdown orders cause physical loss of or damage to property is the subject of much public debate and first-party coverage litigation against some insurers, including us. The Virus Exclusion is also the subject of first-party coverage litigation against some insurers, including us. To date, insurers (including us) have prevailed in the majority of these suits, with most decisions holding that COVID-19 does not cause physical loss of or damage to property and the Virus Exclusion is valid. Nonetheless, these two matters continue to be litigated in trial courts, are subject to review by state and federal appellate courts, and their ultimate outcome cannot be assured.

From time to time, our Insurance Subsidiaries also are named as defendants in other legal actions, some asserting claims for substantial amounts. Plaintiffs may style these actions as class actions and seek judicial certification of a state or national class for allegations involving our business practices, such as improper medical provider reimbursement under workers compensation and personal and commercial automobile insurance policies or improper reimbursement for automobile parts. Similarly, our Insurance Subsidiaries can be named defendants in individual actions seeking extra-contractual damages, punitive damages, or penalties, often alleging bad faith in handling insurance claims. We believe that we have valid defenses to these allegations and account for such activity by establishing unpaid loss and loss expense reserves. Considering estimated losses and defense costs reserves, we expect that any potential ultimate liability for these other legal actions will not be material to our consolidated financial condition. Litigation outcomes are inherently unpredictable and the amounts sought in certain actions are large or indeterminate, so adverse outcomes could potentially have a material adverse effect on our consolidated results of operations or cash flows in particular quarterly or annual periods.

ITEM 2. MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS.

Forward-Looking Statements
The terms "Company," "we," "us," and "our" refer to Selective Insurance Group, Inc. (the "Parent") and its subsidiaries, except as expressly indicated or the context otherwise requires. Certain statements in this Quarterly Report on Form 10-Q, including information incorporated by reference, are “forward-looking statements” defined in the Private Securities Litigation Reform Act of 1995 ("PSLRA"). The PSLRA provides a forward-looking statement safe harbor under the Securities Act of 1933 and the Securities Exchange Act of 1934. These statements discuss our intentions, beliefs, projections, estimations, or forecasts of future events and financial performance. They involve known and unknown risks, uncertainties, and other factors that may cause our or our industry's actual results, activity levels, or performance to materially differ from those in or implied by the forward-looking statements. In some cases, forward-looking statements include the words "may," "will," "could," "would," "should," "expect," "plan," "anticipate," "attribute," "confident," "strong," "target," "project," "intend," "believe," "estimate," "predict," "potential," "pro forma," "seek," "likely," "continue," or comparable terms. Our forward-looking statements are only predictions; we cannot guarantee or assure that such expectations will prove correct. We undertake no obligation to publicly update or revise any forward-looking statements for any reason except as required by law.

We discuss the factors that could cause our actual results to differ materially from our projections, forecasts, or estimates in forward-looking statements in Item 1A. "Risk Factors." in Part II. "Other Information" of this Form 10-Q. These risk factors may not be exhaustive. We operate in a constantly changing business environment, and new risk factors may emerge at any time. We can neither predict these new risk factors nor assess their impact, if any, on our businesses or the extent to which any factor or combination of factors may cause actual results to differ materially from any forward-looking statements. Given these risks, uncertainties, and assumptions, the forward-looking events we discuss in this report might not occur.

Introduction
We classify our business into four reportable segments:

•Standard Commercial Lines;
•Standard Personal Lines;
•Excess and Surplus Lines ("E&S Lines"); and
•Investments.

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For more details about these segments, refer to Note 9. "Segment Information" in Item 1. "Financial Statements." of this Form 10-Q and Note 12. "Segment Information" in Item 8. "Financial Statements and Supplementary Data." of our Annual Report on Form 10-K for the year ended December 31, 2023 ("2023 Annual Report").

We write our Standard Commercial and Standard Personal Lines products and services through nine insurance subsidiaries, some of which participate in the federal government's National Flood Insurance Program's ("NFIP") Write Your Own Program. We write our E&S products through another subsidiary, Mesa Underwriters Specialty Insurance Company, a nationally-authorized non-admitted platform for customers who generally cannot obtain coverage in the standard marketplace. Collectively, we refer to our ten insurance subsidiaries as the "Insurance Subsidiaries."

The following is Management’s Discussion and Analysis ("MD&A") of our financial condition and consolidated results of operations, including an evaluation of the amounts and certainty of cash flows from operations and outside sources, trends, and uncertainties that may have a material impact in future periods. Investors should read the MD&A in conjunction with Item 1. "Financial Statements." of this Form 10-Q and the consolidated financial statements in our 2023 Annual Report filed with the United States ("U.S.") Securities and Exchange Commission.

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

•Critical Accounting Policies and Estimates;
•Financial Highlights of Results for the third quarters ended September 30, 2024 ("Third Quarter 2024") and September 30, 2023 ("Third Quarter 2023"); and the nine-month periods ended September 30, 2024 ("Nine Months 2024") and September 30, 2023 ("Nine Months 2023");
•Results of Operations and Related Information by Segment;
•Federal Income Taxes;
•Liquidity and Capital Resources; and
•Ratings.

Critical Accounting Policies and Estimates
Our unaudited interim consolidated financial statements include amounts for which we have made informed estimates and judgments for transactions not yet completed. Such estimates and judgments affect the reported amounts in the consolidated financial statements. As outlined in our 2023 Annual Report, those estimates and judgments most critical to the preparation of the consolidated financial statements involved the following: (i) reserve for loss and loss expense; (ii) investment valuation and the allowance for credit losses on available-for-sale ("AFS") fixed income securities; and (iii) reinsurance. These estimates and judgments require our use of assumptions about highly uncertain matters that make them subject to change as facts and circumstances develop. If we applied different estimates and judgments, the financial statements might have reported materially different amounts. For additional information regarding our critical accounting policies and estimates, refer to pages 39 through 47 of our 2023 Annual Report.

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Table of Contents
Financial Highlights of Results for Third Quarter and Nine Months 2024 and Third Quarter and Nine Months 20231

($ and shares in thousands, except per share amounts)Quarter ended
September 30,		Change
% or Points		Nine Months ended
September 30,		Change
% or Points
20242023 20242023
Financial Data:
Revenues$1,244,306 1,081,081 15 %$3,605,270 3,121,425 16 %
After-tax net investment income93,379 80,227 16  265,281 231,091 15  
After-tax underwriting income (loss)
4,149 24,957 (83)(118,025)54,706 (316)
Net income (loss) before federal income tax
116,487 112,517 4 138,955 301,433 (54)
Net income (loss)
92,278 89,208 3 111,477 240,390 (54)
Net income (loss) available to common stockholders
89,978 86,908 4 104,577 233,490 (55)
Key Metrics:
Combined ratio99.5 %96.8 2.7 pts104.6 %97.5 7.1 pts
Invested assets per dollar of common stockholders' equity$3.25 3.35 (3)%$3.25 3.35 (3)%
Annualized after-tax yield on investment portfolio4.0 %3.9 0.1 pts3.9 
%
3.8 0.1 pts
Return on common equity ("ROE")12.6 14.1 (1.5)5.0 12.8 (7.8)
Net premiums written ("NPW") to statutory surplus
$1.63 1.53 7 
%
1.63 1.53 7 
%
Per Common Share Amounts:
Diluted net income (loss) per share
$1.47 1.42 4 %$1.71 3.83 (55)%
Book value per share48.82 40.35 21 48.82 40.35 21 
Dividends declared per share to common stockholders0.35 0.30 17 1.05 0.90 17 
Non-GAAP Information:
Non-GAAP operating income (loss)2
$85,720 92,343 (7)%$100,586 240,570 (58)%
Non-GAAP operating income (loss) per diluted common share2
1.40 1.51 (7)1.64 3.95 (58)
Non-GAAP operating ROE2
12.1 %15.0 (2.9)pts4.8 %13.2 (8.4)pts
Adjusted book value per common share2
$50.80 48.54 5 %$50.80 48.54 5 %
1Refer to the Glossary of Terms attached to our 2023 Annual Report as Exhibit 99.1 for definitions of terms used in this Form 10-Q.
2Non-GAAP operating income (loss), non-GAAP operating income (loss) per diluted common share, and non-GAAP operating ROE are comparable to net income (loss) available to common stockholders, net income (loss) available to common stockholders per diluted common share, and ROE, respectively, but exclude after-tax net realized and unrealized gains and losses on investments included in net income (loss). Adjusted book value per common share is comparable to book value per common share, but excludes total after-tax unrealized gains and losses on investments included in accumulated other comprehensive income (loss). These non-GAAP measures are important financial measures used by us, analysts, and investors because the timing of realized and unrealized investment gains and losses on securities in any given period is largely discretionary. In addition, net realized and unrealized investment gains and losses on investments could distort the analysis of trends.

Reconciliations of our GAAP to non-GAAP measures are provided in the tables below:

Reconciliation of net income (loss) available to common stockholders to non-GAAP operating income (loss)
Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Net income (loss) available to common stockholders
$89,978 86,908 $104,577 233,490 
Net realized and unrealized investment (gains) losses included in net income (loss), before tax
(5,389)6,880 (5,051)8,962 
Tax on reconciling items1,131 (1,445)1,060 (1,882)
Non-GAAP operating income (loss)
$85,720 92,343 $100,586 240,570 

Reconciliation of net income (loss) available to common stockholders per diluted common share to non-GAAP operating income (loss) per diluted common share
Quarter ended
September 30,		Nine Months ended
September 30,
2024202320242023
Net income (loss) available to common stockholders per diluted common share
$1.47 1.42 $1.71 3.83 
Net realized and unrealized investment (gains) losses included in net income (loss), before tax
(0.09)0.11 (0.08)0.15 
Tax on reconciling items0.02 (0.02)0.01 (0.03)
Non-GAAP operating income (loss) per diluted common share
$1.40 1.51 $1.64 3.95 

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Reconciliation of ROE to non-GAAP operating ROEQuarter ended
September 30,		Nine Months ended
September 30,
2024202320242023
ROE12.6 %14.1 5.0 %12.8 
Net realized and unrealized investment (gains) losses included in net income (loss), before tax
(0.8)1.1 (0.2)0.5 
Tax on reconciling items0.3 (0.2)— (0.1)
Non-GAAP operating ROE12.1 %15.0 4.8 %13.2 

Reconciliation of book value per common share to adjusted book value per common shareQuarter ended
September 30,		Nine Months ended
September 30,
2024202320242023
Book value per common share$48.82 40.35 $48.82 40.35 
Total unrealized investment (gains) losses included in accumulated other comprehensive income (loss), before tax2.50 10.38 2.50 10.38 
Tax on reconciling items(0.52)(2.19)(0.52)(2.19)
Adjusted book value per common share$50.80 48.54 $50.80 48.54 

The components of our ROE and non-GAAP operating ROE are as follows:

ROE and non-GAAP operating ROE ComponentsQuarter ended
September 30,		Change PointsNine Months ended
September 30,		Change Points
2024202320242023
Standard Commercial Lines Segment0.8 %5.4 (4.6)(5.4)%4.4 (9.8)
Standard Personal Lines Segment(2.6)(3.4)0.8 (1.8)(2.7)0.9 
E&S Lines Segment2.4 2.1 0.3 1.6 1.3 0.3 
Total insurance operations0.6 4.1 (3.5)(5.6)3.0 (8.6)
Investment income13.1 13.1 — 12.6 12.7 (0.1)
Net realized and unrealized investment gains (losses)0.5 (0.9)1.4 0.2 (0.4)0.6 
Total investments segment13.6 12.2 1.4 12.8 12.3 0.5 
Other(1.6)(2.2)0.6 (2.2)(2.5)0.3 
ROE12.6 14.1 (1.5)5.0 12.8 (7.8)
Net realized and unrealized investment (gains) losses, after tax(0.5)0.9 (1.4)(0.2)0.4 (0.6)
Non-GAAP operating ROE12.1 15.0 (2.9)4.8 13.2 (8.4)

Our non-GAAP operating ROE in Third Quarter 2024 slightly exceeded our 12% target, while our Nine Months 2024 non-GAAP operating ROE was below our 12% target. The decrease in our non-GAAP operating ROE in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods was driven by reduced after-tax underwriting income. We recorded after-tax underwriting income of $4.1 million in Third Quarter 2024 compared to $25.0 million in Third Quarter 2023, resulting in a reduction to ROE of 3.5 points. In Nine Months 2024, we recorded an after-tax underwriting loss of $118.0 million, compared to after-tax underwriting income of $54.7 million in Nine Months 2023, resulting in a reduction to ROE of 8.6 points.

The after-tax underwriting income decrease in Third Quarter 2024 compared to Third Quarter 2023 was primarily driven by elevated net catastrophe losses in Third Quarter 2024, partially offset by lower non-catastrophe property loss and loss expenses in Third Quarter 2024. We were impacted by 19 Property Claim Services ("PCS") named events in Third Quarter 2024. Hurricane Helene, which is estimated at $85.0 million of net catastrophe losses, accounted for the majority of the losses in Third Quarter 2024.

The after-tax underwriting income decrease in Nine Months 2024 compared to Nine Months 2023 was primarily attributable to unfavorable prior year casualty reserve development in Nine Months 2024. We recorded $211.0 million of unfavorable prior year casualty reserve development in Nine Months 2024 compared to $16.5 million of favorable prior year casualty reserve development in Nine Months 2023. There was no net prior year casualty reserve development in Third Quarter 2024 and Third Quarter 2023. Development in Nine Months 2024 primarily impacted the general liability line of business in our Standard Commercial Lines segment. We believe that current market conditions and environmental factors, most notably social inflation, are impacting us and the industry more than historically. As a commercial lines-focused underwriter with a higher mix of casualty business, we recognize this social inflationary environment has increased loss severities. In response to these external trends and the data we observed in our in-depth quarterly reserve review process during Nine Months 2024, we
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recorded unfavorable prior year casualty reserve development in our general liability line of business, primarily related to accident years 2020 through 2023.

For additional qualitative discussion on prior year casualty reserve development, refer to the insurance segment sections below.

Outlook
Although our Nine Months 2024 financial results were below our target, our capital position and the quality of our underwriting portfolio remain strong. Given the consistency in our underwriting appetite and risk profile over time, we have focused our corrective actions primarily on achieving higher price levels to reflect elevated and uncertain loss trends. Our prudent underwriting, pricing discipline, strong relationships with our distribution partners, and sophisticated analytical tools have enabled us to effectively balance our pricing and retention objectives over the long term.

We will continue to balance growth and profitability, with a goal to consistently achieve a 95% combined ratio across our three insurance segments by:

•Standard Commercial Lines
◦Achieving overall Standard Commercial Lines renewal pure price increases that reflect forward loss trend expectations. Our overall Standard Commercial Lines renewal pure price increase was 9.1% in Third Quarter 2024, up from 7.9% last quarter. Excluding workers compensation, our Standard Commercial Lines renewal pure price increase was 10.2% in Third Quarter 2024, up from 9.2% last quarter. In addition, our general liability renewal pure price increase was 10.2% in Third Quarter 2024, up from 7.6% last quarter. We expect that our general liability pricing will remain strong through the end of the year;
◦Continuing to expand our Standard Commercial Lines market share by (i) increasing our share towards our 12% target of our agents' premiums, (ii) strategically appointing new agents, and (iii) maximizing new business growth in the small business market through the use of our enhanced small business platform; and
◦Expanding our geographic footprint. In April 2024, we entered West Virginia and Maine, and in October 2024, we entered Washington, Nevada, and Oregon, now covering 35 states and the District of Columbia. Kansas, Montana, and Wyoming are the next three states we expect to enter over the next two years. Over time, we plan to expand our Standard Commercial Lines footprint to be near national.

•Standard Personal Lines
◦Taking actions to improve the profitability of our Standard Personal Lines segment by:
▪Prioritizing additional rate filings state-by-state and further refining our pricing factors. These filed rate increases began to take effect early in 2023 and increased in number and magnitude throughout 2023 and 2024, and we expect them to continue into 2025. Our Standard Personal Lines renewal pure price increase was 22.8% in Third Quarter 2024 and 18.5% in Nine Months 2024, up from 17.7% in six-months ended 2024;
▪Seeking to improve our homeowners line of business profitability through the introduction of new policy terms and conditions, including (i) coverage for older roofs based on depreciation schedules rather than replacement cost and (ii) implementing mandatory wind/hail deductibles in states exposed to severe convective storms, where law permits; and
▪Continuing the migration of our Standard Personal Lines products and services towards customers in the mass affluent market, where we believe our strong coverage and servicing capabilities can be more competitive, while also limiting the migration in states where, due to regulatory constraints, we cannot charge risk-adequate premiums.

•E&S Lines
◦Achieving E&S Lines renewal pure price increases that reflect forward loss trend expectations. Our E&S Lines renewal pure price increase was 8.0% in Third Quarter 2024, up from 6.4% last quarter; and
◦Continuing to invest in product expansion, risk evaluation, and operational efficiency for small and middle market E&S lines accounts.

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For 2024, we increased our expected GAAP combined ratio to 102.5%. The change reflects elevated catastrophe losses in Third Quarter 2024, partially offset by better-than-expected non-catastrophe property loss and loss expenses. Full-year expectations are as follows:

•A GAAP combined ratio of 102.5%, up 1 point from our prior guidance of 101.5%. Our combined ratio estimate includes net catastrophe losses of 7.5 points, up from prior guidance of 5.5 points. Although too early to provide a specific estimate, we expect losses from Hurricane Milton, which made landfall on October 9, 2024, to be immaterial. Our combined ratio estimate assumes no additional prior year casualty reserve development;
•After-tax net investment income of $360 million, including $32 million from alternative investments;
•An overall effective tax rate of approximately 21.0%, which assumes an effective tax rate of 20.5% for net investment income and 21% for all other items; and
•Weighted average shares on a fully diluted basis of 61.5 million, which assumes no share repurchases we may make under our authorization.

Results of Operations and Related Information by Segment

Insurance Operations
The following table provides quantitative information for analyzing the combined ratio:

All LinesQuarter ended
September 30,		Change % or PointsNine Months ended
September 30,		Change % or Points
($ in thousands)20242023 20242023
Insurance Operations Results:   
NPW
$1,157,640 1,058,325 9 %$3,540,362 3,143,000 13 %
Net premiums earned (“NPE”)1,112,228 981,917 13  3,243,403 2,826,403 15  
Less:    
Loss and loss expense incurred765,658 645,897 19  2,395,498 1,859,465 29  
Net underwriting expenses incurred339,969 303,076 12 991,646 892,716 11 
Dividends to policyholders1,350 1,353 —  5,658 4,974 14  
Underwriting income (loss)
$5,251 31,591 (83)%$(149,399)69,248 (316)%
Combined Ratios:    
Loss and loss expense ratio68.8 %65.8 3.0 pts 73.8 %65.7 8.1 pts 
Underwriting expense ratio30.6 30.9 (0.3)30.6 31.6 (1.0)
Dividends to policyholders ratio0.1 0.1 —  0.2 0.2 —  
Combined ratio99.5 96.8 2.7  104.6 97.5 7.1  

The NPW growth of 9% in Third Quarter 2024 and 13% in Nine Months 2024 compared to the same prior-year periods reflected (i) overall renewal pure price increases, and (ii) higher direct new business, as shown in the following table:

Quarter ended
September 30,		Nine Months ended
September 30,
($ in millions)2024202320242023
Direct new business premiums$234.2 232.3 $762.4 690.8 
Renewal pure price increases10.5 %7.0 9.1 %6.6 

Our NPW growth in Third Quarter 2024 and Nine Months 2024 also benefited from stable retention in our Standard Commercial Lines and E&S Lines and exposure growth on renewal policies.

The increase in NPE in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods resulted from the same impacts to NPW described above.

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Loss and Loss Expenses
The loss and loss expense ratio increased 3.0 points in Third Quarter 2024 and 8.1 points in Nine Months 2024 compared to the same prior-year periods, primarily due to the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio
Loss and Loss Expense Incurred
Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$148.8 13.4 pts$64.6 6.6 pts6.8 pts
Non-catastrophe property loss and loss expenses146.7 13.2 172.8 17.6 (4.4)
Total$295.5 26.6 $237.4 24.2 2.4 
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio
Loss and Loss Expense
Incurred
Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$294.6 9.1 pts$219.9 7.8 pts1.3 pts
(Favorable) unfavorable prior year casualty reserve development
211.0 6.5 (16.5)(0.6)7.1 
Non-catastrophe property loss and loss expenses503.4 15.5 478.2 16.9 (1.4)
Total$1,009.0 31.1 $681.6 24.1 7.0 

We had higher net catastrophe losses in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods, primarily attributable to Hurricane Helene, which resulted in estimated net catastrophe losses of $85.0 million, or 7.6 points, in Third Quarter 2024, and 2.6 points in Nine Months 2024. Hurricane Helene primarily affected states in our Southeastern footprint. Nine Months 2024 was further impacted by 65 other PCS-named events, mainly wind and thunderstorm events with higher severity, compared to the 60 PCS-named events in Nine Months 2023.

Details of the prior year casualty reserve development follow:

(Favorable)/Unfavorable Prior Year Casualty Reserve DevelopmentQuarter ended
September 30,		Nine Months ended
September 30,
($ in millions)2024202320242023
General liability$— — $216.0 — 
Commercial automobile10.0 4.0 20.0 4.0 
Workers compensation(5.0)(7.0)(20.0)(24.5)
Bonds(5.0)— (5.0)— 
   Total Standard Commercial Lines— (3.0)211.0 (20.5)
Homeowners— — (5.0)— 
Personal automobile— 3.0 5.0 9.0 
   Total Standard Personal Lines— 3.0 — 9.0 
E&S— — — (5.0)
Total (favorable) unfavorable prior year casualty reserve development
$— — $211.0 (16.5)
(Favorable) unfavorable impact on loss ratio
— pts— 6.5 pts(0.6)

There was no net prior year casualty reserve development in Third Quarter 2024 and Third Quarter 2023. The unfavorable prior year casualty reserve development in Nine Months 2024 of (i) $216.0 million in our general liability line of business was driven by severities in accident years 2020 through 2023 that continued to show higher than expected emergence and (ii) $20.0 million in our commercial automobile line of business was driven by increased severities in accident year 2023. The unfavorable development in these lines of business in Nine Months 2024 was partially offset by favorable workers compensation development of $20.0 million and favorable bonds development of $5.0 million.

In addition, the loss and loss expense ratio was adversely impacted by an increase in current year casualty loss costs of 0.7 points in Third Quarter 2024 and 1.0 point in Nine Months 2024 compared to the same prior-year periods, primarily due to increased loss trend expectations and higher prior-year severity assumptions related to the impacts of social inflation on our general liability line of business.

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For additional qualitative discussion on prior year casualty reserve development and non-catastrophe property loss and loss expenses, refer to the insurance segment sections below.

Underwriting Expenses
The underwriting expense ratio decreased 0.3 points in Third Quarter 2024 and 1.0 points in Nine Months 2024 compared to the same prior-year periods, primarily due to a decrease in expected profit-based employee compensation and the growth in premium outpacing the growth in underwriting expenses.

Standard Commercial Lines Segment
 Quarter ended
September 30,		Change
% or
Points		 Nine Months ended
September 30,		Change
% or
Points
($ in thousands)20242023 20242023
Insurance Segments Results:    
NPW$903,921 833,576 8 %$2,798,727 2,517,037 11 %
NPE875,379 785,328 11  2,562,982 2,279,652 12  
Less:       
Loss and loss expense incurred591,564 493,771 20  1,895,351 1,436,604 32  
Net underwriting expenses incurred275,146 248,865 11  805,154 735,668 9  
Dividends to policyholders1,350 1,353 —  5,658 4,974 14  
Underwriting income (loss)
7,319 41,339 (82)$(143,181)102,406 (240)
Combined Ratios:      
Loss and loss expense ratio67.6 %62.8 4.8 pts74.0 %63.0 11.0 pts
Underwriting expense ratio31.4 31.7 (0.3) 31.4 32.3 (0.9) 
Dividends to policyholders ratio0.2 0.2 —  0.2 0.2 —  
Combined ratio99.2 94.7 4.5  105.6 95.5 10.1  

NPW growth of 8% in Third Quarter 2024 and 11% in Nine Months 2024 compared to the same prior-year periods primarily reflected (i) renewal pure price increases and (ii) strong retention as shown in the table below. In addition, NPW growth benefited from strong exposure growth on renewal policies.

Quarter ended
September 30,		Nine Months ended
September 30,
($ in millions)2024202320242023
Direct new business premiums$139.2 145.5 $479.6 452.3 
Retention86 %86 85 %85 
Renewal pure price increases9.1 7.1 8.2 6.9 

The increase in NPE in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods resulted from the same impacts to NPW described above.

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The loss and loss expense ratio increased 4.8 points in Third Quarter 2024 and 11.0 points in Nine Months 2024 compared to the same prior-year periods, primarily driven by the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio
Loss and Loss Expense Incurred
Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$100.4 11.5 pts$36.7 4.7 6.8 pts
Non-catastrophe property loss and loss expenses95.9 11.0 122.8 15.6 (4.6)
(Favorable) unfavorable prior year casualty reserve development
— — (3.0)(0.4)0.4 
Total$196.3 22.5 $156.5 19.9 2.6 
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio		Loss and Loss
Expense
Incurred		Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$189.8 7.4 pts$134.4 5.9 1.5 pts
Non-catastrophe property loss and loss expenses335.4 13.1 339.6 14.9 (1.8)
(Favorable) unfavorable prior year casualty reserve development
211.0 8.2 (20.5)(0.9)9.1 
Total$736.2 28.7 $453.5 19.9 8.8 

Net catastrophe losses increased in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods, primarily attributable to Hurricane Helene, which mainly affected Georgia and the Carolinas and resulted in estimated net catastrophe losses of $61.5 million, or 7.0 points in Third Quarter 2024 and 2.4 points in Nine Months 2024. Nine Months 2024 was further impacted by 54 other PCS-named events, mainly wind and thunderstorm events with higher severity, compared to the 51 PCS-named events in Nine Months 2023, coupled with increased severity of the events.

There was no net prior year casualty reserve development in Third Quarter 2024, compared to $3.0 million, or 0.4 points, of favorable development in Third Quarter 2023. Prior year casualty reserve development was unfavorable by $211.0 million, or 8.2 points, in Nine Months 2024 compared to $20.5 million, or 0.9 points, of favorable development in Nine Months 2023.

Despite increasing our expected loss trend in recent years, loss severities continued to show higher-than-expected emergence in Nine Months 2024 in the general liability line of business. In response to these unfavorable trends, we recorded unfavorable prior year casualty reserve development in our general liability line of business of $216.0 million in Nine Months 2024, primarily driven by increased severities in accident years 2020 through 2023. In addition, we recorded $20.0 million of unfavorable prior year casualty reserve development in our commercial automobile line of business in Nine Months 2024, primarily driven by increased severities in accident year 2023. The unfavorable development in Nine Months 2024 was partially offset by (i) $20.0 million of favorable workers compensation development, primarily due to lower loss severities in accident years 2021 and prior, and (ii) $5.0 million of favorable bonds development.

In addition, the loss and loss expense ratio was adversely impacted by an increase in current year casualty loss costs of 2.2 points in Third Quarter 2024 and 2.1 points in Nine Months 2024 compared to the same prior-year periods, primarily due to increased loss trend expectations and higher prior-year severity assumptions attributable to impacts from social inflation in the general liability line of business.

Refer to the line of business sections below for a qualitative discussion on the significant drivers of unfavorable prior year casualty reserve development and current year loss costs.

The underwriting expense ratio decreased 0.3 points in Third Quarter 2024 and 0.9 points in Nine Months 2024 compared to the same prior-year periods, primarily due to a decrease in expected profit-based employee compensation and the growth in premium outpacing growth in underwriting expenses.

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

General Liability
 Quarter ended
September 30,
Change
 % or
Points1
Nine Months ended
September 30,
Change
 % or
Points1
($ in thousands)2024202320242023
NPW$290,749 273,880 6 %$918,148 838,852 9 %
  Direct new business38,905 42,015 n/a139,427 135,155 n/a
  Retention87 %86 n/a86 %85 n/a
  Renewal pure price increases10.2 5.5 n/a8.0 5.4 n/a
NPE$286,641 261,551 10 %$840,153 759,410 11 %
Underwriting income (loss)
13,329 34,326 (61)(182,221)94,078 (294)
Combined ratio95.3 %86.9 8.4 pts121.7 %87.6 34.1 pts
% of total Standard Commercial Lines NPW32 33  33 33 
1n/a: not applicable.

NPW grew 6% in Third Quarter 2024 and 9% in Nine Months 2024 compared to the same prior-year periods, benefiting from renewal pure price increases, exposure growth on renewal policies, and strong retention.

The combined ratio increased 8.4 points in Third Quarter 2024 and 34.1 points in Nine Months 2024 compared to the same prior-year periods and included the following:
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
(Favorable) unfavorable prior year casualty reserve development
$216.0 25.7 pts$— — 25.7 pts

The general liability line of business has experienced a long-term historical trend of meaningful severity increases that have been partially offset by claim frequency decreases. Prior-year severities have developed adversely, previously impacting the pre-pandemic period, but in 2024 they have extended into the more recent accident years. We attribute the increased severities to elevated social inflation, which we view as an industry dynamic characterized by higher claimant propensity for attorney representation and litigation, longer settlement times, and higher settlement values. Certain jurisdictions with expanded liability theories and higher damage awards pose increased challenges. We are closely monitoring these jurisdictions and the broader trends across our business.

The unfavorable prior year casualty reserve development in Nine Months 2024 was primarily due to the impact of social inflation, which resulted in higher severity assumptions embedded in our initial loss ratio estimates for recent years. Although we planned for higher expected loss trends, claim emergence in Nine Months 2024 exceeded our expectations. In response to these unfavorable trends, we recorded unfavorable prior year development of $216.0 million in Nine Months 2024, primarily in accident years 2020 through 2023. There was no prior year casualty reserve development in Third Quarter 2024 and Third Quarter 2023.

Additionally, the combined ratio was adversely impacted by an increase in current year casualty loss costs of 8.7 points in Third Quarter 2024 and 8.9 points in Nine Months 2024 compared to the same prior-year periods, primarily driven by our increased loss trend expectations and higher prior-year severity assumptions for increases in the impact of social inflation.

We believe that social inflation and elevated loss trends are an industry dynamic, which we expect to lead to a more favorable rate environment in the near term. Given the consistency in our underwriting appetite and risk profile over time, we have focused our actions primarily on prudent underwriting and achieving additional rate. Our renewal pure price increase in this line of business accelerated to 10.2% in Third Quarter 2024, up from 7.6% last quarter, and 6.5% for the first quarter of 2024.


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Commercial Automobile
 Quarter ended
September 30,
Change
 % or
Points1
Nine Months ended
September 30,
Change
 % or
Points1
($ in thousands)2024202320242023
NPW$281,291 252,688 11 %$864,185 750,137 15 %
  Direct new business35,303 36,635 n/a128,351 113,517 n/a
  Retention86 %86 n/a86 %85 n/a
  Renewal pure price increases10.9 9.6 n/a10.7 9.7 n/a
NPE$269,036 234,622 15 %$781,408 677,060 15 %
Underwriting income (loss)
(5,905)(12,348)52 (6,839)(28,271)76 
Combined ratio102.2 %105.3 (3.1)pts100.9 %104.2 (3.3)pts
% of total Standard Commercial Lines NPW31 30  31 30  
1n/a: not applicable.

NPW grew 11% in Third Quarter 2024 and 15% in Nine Months 2024 compared to the same prior-year periods, primarily benefiting from renewal pure price increases and strong retention. This strong retention and higher direct new business in Nine Months 2024 contributed to a 7% growth of in-force vehicle counts as of September 30, 2024, compared to September 30, 2023.

The combined ratio decreased 3.1 points in Third Quarter 2024 and 3.3 points in Nine Months 2024 compared to the same prior-year periods, and included the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
Net catastrophe losses$2.3 0.9 pts$2.1 0.9 — pts
Non-catastrophe property loss and loss expenses43.2 16.0 43.8 18.7 (2.7)
(Favorable) unfavorable prior year casualty reserve development
10.0 3.7 4.0 1.7 2.0 
Total$55.5 20.6 $49.9 21.3 (0.7)
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
Net catastrophe losses$6.4 0.8 pts$4.2 0.6 0.2 pts
Non-catastrophe property loss and loss expenses126.6 16.2 133.0 19.6 (3.4)
(Favorable) unfavorable prior year casualty reserve development
20.0 2.6 4.0 0.6 2.0 
Total$153.0 19.6 $141.2 20.8 (1.2)

Non-catastrophe property loss and loss expenses in Third Quarter 2024 and Nine Months 2024 were lower compared to the same prior-year periods, primarily due to lower claim frequencies.

In addition, the combined ratio was reduced by the following:
•Despite increasing current year casualty loss costs by $5.0 million in Third Quarter 2024 and Nine Months 2024, current year casualty loss costs decreased 1.7 points in Third Quarter 2024 and 1.4 points in Nine Months 2024 compared to the same prior-year periods, primarily driven by the earned impact of higher renewal pure price increases in both periods as highlighted above; and
•Decreases in the underwriting expense ratio of 0.8 points in Third Quarter 2024 and 0.7 points in Nine Months 2024 compared to the same prior-year periods, as discussed in the "Standard Commercial Lines Segment" section above.

Offsetting the favorable combined ratio drivers mentioned above, was unfavorable prior year casualty reserve development in Third Quarter 2024 and Nine Months 2024, primarily due to increased severities in accident year 2023. The unfavorable prior year casualty reserve development in Third Quarter 2023 and Nine Months 2023 was primarily due to increased loss expenses in accident years 2022 and prior.

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Commercial Property1
 Quarter ended
September 30,
Change
 % or
Points2
Nine Months ended
September 30,
Change
 % or
Points2
($ in thousands)2024202320242023
NPW$194,934 174,559 12 %$564,886 493,828 14 %
  Direct new business37,042 37,875 n/a116,338 109,949 n/a
  Retention84 %85 n/a84 %84 n/a
Renewal pure price increases10.0 10.1 n/a10.2 9.7 n/a
NPE$174,855 152,495 15 %$504,919 429,135 18 %
Underwriting income (loss)
(28,128)950 (3,061)(21,590)(13,382)(61)
Combined ratio116.1 %99.4 16.7 pts104.3 %103.1 1.2 pts
% of total Standard Commercial Lines NPW22 21  20 20 
1includes Inland Marine.
2n/a: not applicable.

NPW grew 12% in Third Quarter 2024 and 14% in Nine Months 2024 compared to the same prior-year periods, primarily benefiting from renewal pure price increases, strong retention, and exposure growth on renewal policies.

The combined ratio increased 16.7 points in Third Quarter 2024 and 1.2 points in Nine Months 2024 compared to the same prior-year periods and included the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
Net catastrophe losses$93.7 53.6 pts30.3 19.8 33.8 pts
Non-catastrophe property loss and loss expenses46.2 26.4 66.2 43.4 (17.0)
Total$139.9 80.0 96.5 63.2 16.8 
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
Net catastrophe losses$168.1 33.3 pts114.1 26.6 6.7 pts
Non-catastrophe property loss and loss expenses180.5 35.7 170.3 39.7 (4.0)
Total$348.6 69.0 284.4 66.3 2.7 

Net catastrophe losses in Third Quarter 2024 and Nine Months 2024 were elevated compared to the same prior-year periods, as discussed in the "Standard Commercial Lines Segment" section above.

Partially offsetting the increase in net catastrophe losses was the following:
•Lower non-catastrophe property loss and loss expense ratios in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods. This reduction reflects (i) the earned impact of higher renewal pure price increases in both current-year periods, and (ii) the continued variability from period to period normally associated with the commercial property line of business. We continue to manage our long-term profitability through (i) price increases, and (ii) targeted underwriting actions, including an ongoing focus on appropriate policy terms and conditions and achieving accurate insurance-to-value ratios; and
•A decrease in the underwriting expense ratio of 1.7 points in Nine Months 2024 compared to Nine Months 2023, as discussed in the "Standard Commercial Lines Segment" section above.

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Workers Compensation
 Quarter ended
September 30,
Change
 % or
Points1
Nine Months ended
September 30,
Change
 % or
Points1
($ in thousands)2024202320242023
NPW$70,898 75,553 (6)%$254,531 264,587 (4)%
Direct new business11,224 14,448 n/a43,929 49,387 n/a
Retention85 %85 n/a85 %84 n/a
Renewal pure price increases (decreases)(2.1)(1.7)n/a(2.6)(1.3)n/a
NPE$81,296 81,672 — %$251,389 254,602 (1)%
Underwriting income8,185 13,915 (41)30,247 41,087 (26)
Combined ratio89.9 %83.0 6.9 pts88.0 %83.9 4.1 pts
% of total Standard Commercial Lines NPW8 9  9 11 
1n/a: not applicable.

NPW decreased 6% in Third Quarter 2024 and 4% in Nine Months 2024 compared to the same prior-year periods, primarily due to renewal pure price decreases and a reduction in direct new business.

The combined ratio increased 6.9 points in Third Quarter 2024 and 4.1 points in Nine Months 2024 compared to the same prior-year periods and included the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
(Favorable) unfavorable prior year casualty reserve development
$(5.0)(6.2)pts$(7.0)(8.6)2.4 pts
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Combined Ratio		Loss and Loss Expense IncurredImpact on
Combined Ratio		Change in Ratio
(Favorable) unfavorable prior year casualty reserve development
$(20.0)(8.0)pts$(24.5)(9.6)1.6 pts

The favorable prior year casualty reserve development in Third Quarter 2024 and Nine Months 2024 was primarily due to lower loss severities in accident years 2021 and prior. The favorable prior year casualty reserve development in Third Quarter 2023 and Nine Months 2023 was primarily due to improved loss severities in accident years 2020 and prior.

In addition, the combined ratio was adversely impacted by an increase in current year casualty loss costs of 4.0 points in Third Quarter 2024 and 3.4 points in Nine Months 2024, primarily driven by loss trend outpacing rate achieved on this line.

Standard Personal Lines Segment
Quarter ended
September 30,		Change
% or
Points		 Nine Months ended
September 30,		Change
% or
Points
($ in thousands)20242023 20242023
Insurance Segments Results:    
NPW$111,038 113,160 (2)%$327,091 307,541 6 %
NPE107,521 95,169 13  317,788 264,209 20  
Less:    
Loss and loss expense incurred106,113 99,496 7  291,897 260,646 12  
Net underwriting expenses incurred25,182 21,772 16 74,301 65,795 13 
Underwriting income (loss)$(23,774)(26,099)9 $(48,410)(62,232)22 
Combined Ratios:    
Loss and loss expense ratio98.7 %104.5 (5.8)pts91.8 %98.7 (6.9)pts
Underwriting expense ratio23.4 22.9 0.5 23.4 24.9 (1.5)
Combined ratio122.1 127.4 (5.3) 115.2 123.6 (8.4) 

NPW decreased 2% in Third Quarter 2024 and increased 6% in Nine Months 2024 compared to the same prior-year periods. The decrease in Third Quarter 2024 compared to Third Quarter 2023 was primarily due to reductions in direct new business and retention, partially offset by renewal pure price increases and higher average policy sizes from our mass affluent market strategy. The increase in Nine Months 2024 compared to Nine Months 2023 was primarily due to renewal pure price increases, exposure growth on renewal policies, and higher average policy sizes from our mass affluent market strategy, partially offset by reductions in direct new business and retention. The reduction in direct new business premiums in both periods was primarily
35
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due to a decrease in new policy counts, which were down 62% in Third Quarter 2024 and 49% in Nine Months 2024 compared to the same prior-year periods. We anticipated these reductions given the rate increases we are implementing as part of our overall profit improvement plan.

Quarter ended
September 30,		Nine Months ended
September 30,
($ in millions)2024202320242023
Direct new business premiums1
$16.0 31.6 $59.3 90.5 
Retention75 %88 78 %87 
Renewal pure price increases22.8 6.1 18.5 3.9 
1Excludes our Flood direct premiums written, which is 100% ceded to the NFIP and therefore, has no impact on our NPW.

We are taking aggressive actions to improve the profitability of this business by continuing to prioritize additional rate filings state-by-state to mitigate inflationary impacts, and further refining our pricing factors. These filed rate increases began to take effect early in 2023 and increased in number and magnitude throughout 2023 and 2024, and we expect them to continue into 2025. We achieved a renewal pure price increase of 22.8% in Third Quarter 2024 and 18.5% in Nine Months 2024, a direct outcome of these actions. In addition, we are seeking to further improve profitability within our homeowners line of business by introducing new policy terms and conditions, including (i) coverage for older roofs based on a schedule of factors rather than replacement cost, and (ii) implementing mandatory wind/hail deductibles in states exposed to severe convective storms, where law permits.

The change in NPE in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods resulted from the same impacts to NPW described above.

The loss and loss expense ratio decreased 5.8 points in Third Quarter 2024 and 6.9 points in Nine Months 2024 compared to the same prior-year periods, driven by the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio		Loss and Loss
Expense
Incurred		Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$41.7 38.8 pts$24.4 25.6 13.2 pts
Non-catastrophe property loss and loss expenses38.0 35.3 42.5 44.7 (9.4)
(Favorable) unfavorable prior year casualty reserve development
— — 3.0 3.2 (3.2)
Total$79.7 74.1 $69.9 73.5 0.6 
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio		Loss and Loss
Expense
Incurred		Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$78.9 24.8 pts$60.2 22.8 2.0 pts
Non-catastrophe property loss and loss expenses125.2 39.4 114.1 43.2 (3.8)
(Favorable) unfavorable prior year casualty reserve development
— — 9.0 3.4 (3.4)
Total$204.1 64.2 $183.3 69.4 (5.2)

Net catastrophe losses increased in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods, primarily attributable to Hurricane Helene, which mainly affected South Carolina in our Southeastern state footprint and resulted in estimated net catastrophe losses of $20.1 million, or 18.7 points in Third Quarter 2024 and 6.3 points in Nine Months 2024.

In Nine Months 2024, we experienced (i) favorable prior year casualty reserve development on our homeowners line of business of $5.0 million, primarily due to lower loss severities in accident years 2021 and prior, offset by (ii) $5.0 million of unfavorable prior year casualty reserve development on our personal automobile line of business, primarily driven by increased loss severities in accident years 2021 through 2023. The unfavorable prior year casualty reserve development in Third Quarter 2023 and Nine Months 2023 was primarily due to increased loss severities in accident year 2022 on our personal automobile line of business.

The loss and loss expense ratio was also impacted by a 6.5-point decrease in current year casualty loss costs in Third Quarter 2024 and a 1.7-point decrease in Nine Months 2024 compared to the same prior year periods, primarily due to (i) significant rate increases and (ii) an increase in flood claims handling fees related to Hurricane Helene from our participation in the NFIP.
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Table of Contents

The underwriting expense ratio increased 0.5 points in Third Quarter 2024 compared to Third Quarter 2023, primarily due to a 1.7-point increase in the ratio related to a reduction in the commission benefit from our participation in the NFIP. Partially offsetting this increase was a decrease in expected profit-based employee compensation and the impact of premium growth on the underwriting expense ratio. The underwriting expense ratio decreased 1.5 points in Nine Months 2024 compared Nine Months 2023, primarily due to a decrease in expected profit-based employee compensation and growth in premium outpacing growth in underwriting expenses.

E&S Lines Segment
 Quarter ended
September 30,		Change
% or
Points		Nine Months ended
September 30,		Change
% or
Points
($ in thousands)2024202320242023
Insurance Segments Results:   
NPW$142,681 111,589 28 %$414,544 318,422 30 %
NPE129,328 101,420 28  362,633 282,542 28  
Less:        
Loss and loss expense incurred67,981 52,630 29  208,250 162,215 28  
Net underwriting expenses incurred39,641 32,439 22  112,191 91,253 23  
Underwriting income (loss)21,706 16,351 33 42,192 29,074 45 
Combined Ratios:        
Loss and loss expense ratio52.5 %51.9 0.6 pts57.5 %57.4 0.1 pts
Underwriting expense ratio30.7 32.0 (1.3)30.9 32.3 (1.4)
Combined ratio83.2 83.9 (0.7) 88.4 89.7 (1.3) 

NPW grew 28% in Third Quarter 2024 and 30% in Nine Months 2024 compared to the same prior-year periods, reflecting renewal pure price increases and higher direct new business as shown in the table below. In addition, NPW growth in Third Quarter 2024 and Nine Months 2024 benefited from both property and casualty exposure growth on renewal policies and higher rates per exposure.

Quarter ended
September 30,		Nine Months ended
September 30,
($ in millions)2024202320242023
Direct new business premiums$79.0 55.2 $223.5 148.1 
Renewal pure price increases8.0 %6.6 6.8 %7.1 

The increase in NPE in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods resulted from the same impacts to NPW described above.

37
Table of Contents
The loss and loss expense ratio increased 0.6 points in Third Quarter 2024 and 0.1 points in Nine Months 2024 compared to the same prior-year periods, and included the following:

Third Quarter 2024Third Quarter 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio		Loss and Loss
Expense
Incurred		Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$6.7 5.2 pts$3.5 3.5 1.7 pts
Non-catastrophe property loss and loss expenses12.9 10.0 7.5 7.4 2.6 
Total$19.6 15.2 $11.0 10.9 4.3 
Nine Months 2024Nine Months 2023
($ in millions)Loss and Loss Expense IncurredImpact on
Loss and Loss Expense Ratio		Loss and Loss
Expense
Incurred		Impact on
Loss and Loss Expense Ratio		Change in Ratio
Net catastrophe losses$25.9 7.1 pts$25.4 9.0 (1.9)pts
Non-catastrophe property loss and loss expenses42.8 11.8 24.6 8.7 3.1 
(Favorable) unfavorable prior year casualty reserve development
— — (5.0)(1.8)1.8 
Total$68.7 18.9 $45.0 15.9 3.0 

Net catastrophe losses in Third Quarter 2024 and Nine Months 2024 included $3.4 million, or 2.6 points in Third Quarter 2024 and 0.9 points in Nine Months 2024, of estimated net losses from Hurricane Helene, which primarily affected Georgia in our Southeastern state footprint.

In addition, we experienced higher non-catastrophe property loss and loss expenses in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods, primarily due to the impact of large fire losses, reflecting the continued period to period variability normally associated with our E&S property line of business.

There was no prior year casualty reserve development in Third Quarter 2024 and Nine Months 2024. The Nine Months 2023 development was primarily due to lower severities in accident years 2021 and prior.

The loss and loss expense ratio was favorably impacted by current year casualty loss cost decreases of 3.6 points in Third Quarter 2024 and 3.0 points in Nine Months 2024 compared to the same prior-year periods, primarily due to the mix of business between our property and casualty lines of business. Our E&S property line of business has a lower loss ratio compared to our E&S casualty line of business and represented a more significant portion of this segment in Third Quarter 2024 and Nine Months 2024 compared to the same prior-year periods.

The decrease in the underwriting expense ratio of 1.3 points in Third Quarter 2024 and 1.4 points in Nine Months 2024, compared to the same prior-year periods, was primarily due to premium growth outpacing underwriting expense growth in both periods.

Reinsurance
We successfully completed negotiations of our July 1, 2024 excess of loss treaties, which cover our Standard Commercial Lines, Standard Personal Lines, and E&S Lines.

We renewed the Casualty Excess of Loss Treaty ("Casualty Treaty") with substantially the same structure as the expiring treaty with a co-participation of 17.5% on the first $3 million in excess of $2 million layer, but with the benefit of additional reinstatements on several of the layers. The treaty year 2024 deposit premium increased, reflecting (i) higher projected subject earned premium due to growth in our book of business, including pure renewal rate increases; and (ii) higher anticipated losses in the excess layers, partially offset by (iii) the introduction of the first layer co-participation.

We renewed the Property Excess of Loss Treaty ("Property Treaty") with substantially the same structure as the expiring treaty and an additional reinstatement on the second layer of the program. The treaty year deposit premium increased, reflecting higher projected subject earned premium due to growth in our book of business.

38
Table of Contents
The following table summarizes the Property Treaty and Casualty Treaty arrangements covering our Insurance Subsidiaries:

Treaty NameReinsurance CoverageTerrorism Coverage
Property Treaty (covers all insurance operations)
There are three layers covering 100% of $65 million in excess of $5 million. Losses other than Terrorism Risk Insurance Program Reauthorization Act ("TRIPRA") certified losses are subject to the following reinstatements and annual aggregate limits:

- $5 million in excess of $5 million layer provides 15
        reinstatements, $80 million in aggregate limits;
- $20 million in excess of $10 million layer provides four
        reinstatements, $100 million in aggregate limits; and
- $40 million in excess of $30 million layer provides two
        reinstatements, $120 million in aggregate limits.
All nuclear, biological, chemical, and radioactive ("NBCR") losses are excluded regardless of whether or not they are certified under the TRIPRA. For non-NBCR losses, the treaty distinguishes between acts committed on behalf of foreign persons or foreign interests ("Foreign Terrorism") and those that are not. The treaty provides annual aggregate limits for Foreign Terrorism (other than NBCR) acts of $15 million for the first layer, $60 million for the second layer, and $40 million for the third layer. Non-Foreign Terrorism losses (other than NBCR) are covered to the same extent as non-terrorism losses.
Casualty Treaty (covers all insurance operations)
There are six layers covering $88 million in excess of $2 million. Losses other than terrorism losses are subject to the following:

- 82.5% of $3 million in excess of $2 million layer provides 71
      reinstatements, $216 million annual aggregate limit;
- 100% of $7 million in excess of $5 million layer provides 12 reinstatements, $91 million annual aggregate limit;
- 100% of $9 million in excess of $12 million layer provides three reinstatements, $36 million annual aggregate limit;
- 100% of $9 million in excess of $21 million layer provides one reinstatement, $18 million annual aggregate limit;
- 100% of $20 million in excess of $30 million layer provides one reinstatement, $40 million annual aggregate limit; and
- 100% of $40 million in excess of $50 million layer provides one reinstatement, $80 million annual aggregate limit.
All NBCR losses are excluded. All other losses stemming from the acts of terrorism are subject to the following:

- 82.5% of $3 million in excess of $2 million layer with $15 million net annual terrorism aggregate limit;
- 100% of $7 million in excess of $5 million layer with $28 million net annual terrorism aggregate limit;
- 100% of $9 million in excess of $12 million layer with $27 million net annual terrorism aggregate limit;
- 100% of $9 million in excess of $21 million layer with $18 million net annual terrorism aggregate limit;
- 100% of $20 million in excess of $30 million layer with $40 million net annual terrorism aggregate limit; and
- 100% of $40 million in excess of $50 million layer with $80 million net annual terrorism aggregate limit.

Investments
Our investment portfolio's objectives are to maximize after-tax net investment income and generate long-term book value per share growth by maximizing the portfolio's overall total return by investing our insurance operations premiums and the amounts our capital management strategies generate, including debt and equity security issuances. We balance those objectives against prevailing market conditions, capital preservation considerations, and our enterprise risk-taking appetite. We maintain (i) a well-diversified portfolio across issuers, sectors, and asset classes, and (ii) a high credit quality fixed income securities portfolio with a duration and maturity profile at an acceptable risk level that provides ample liquidity.

The effective duration of our fixed income and short-term investments was 3.9 years as of September 30, 2024. We monitor and manage the effective duration to maximize yield while managing interest rate risk at an acceptable level. We buy and sell investments with the intent of maximizing investment returns in the current market environment, while balancing capital preservation.

Our fixed income and short-term investments represented 92% of our invested assets and had a weighted average credit rating of "AA-" as of both September 30, 2024 and December 31, 2023. Investment grade holdings represented 97% of the total fixed income and short-term investments portfolio as of September 30, 2024, and 96% as of December 31, 2023.

For further details on the composition, credit quality, and various risks to which our portfolio is subject, see Item 7A. "Quantitative and Qualitative Disclosures About Market Risk." of our 2023 Annual Report.

39
Table of Contents
Total Invested Assets
($ in thousands)September 30, 2024December 31, 2023Change
Total invested assets$9,635,288 8,693,729 11 %
Invested assets per dollar of common stockholders' equity3.25 3.16 3 
Components of unrealized gains (losses) – before tax:
Fixed income securities(152,197)(353,253)(57)%
Equity securities7,086 4,079 74 
Net unrealized gains (losses) – before tax(145,111)-145111000(349,174)(58)
Components of unrealized gains (losses) – after tax:
Fixed income securities(120,236)(279,070)(57)
Equity securities5,598 3,223 74 
Net unrealized gains (losses) – after tax(114,638)(275,847)(58)

Invested assets increased $941.6 million at September 30, 2024, compared to December 31, 2023, primarily reflecting our active investment of operating cash flows. Operating cash flows during Nine Months 2024 were 22% of NPW.

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

 Quarter ended
September 30,		Change
% or Points		Nine Months ended
September 30,		Change
% or Points
($ in thousands)2024202320242023
Fixed income securities$98,464 90,013 9 %$286,501 254,016 13 %
Commercial mortgage loans ("CMLs")3,238 2,516 29 9,177 6,680 37 
Equity securities5,362 2,083 157 12,147 5,524 120 
Short-term investments6,457 3,941 64 14,656 11,483 28 
Alternative investments9,031 6,473 40 26,429 25,637 3 
Other investments251 284 (12)632 515 23 
Investment expenses(5,044)(4,447)13 (15,292)(13,790)11 
Net investment income earned – before tax117,759 100,863 17 334,250 290,065 15 
Net investment income tax expense(24,380)(20,636)18 (68,969)(58,974)17 
Net investment income earned – after tax$93,379 80,227 16 $265,281 231,091 15 
Effective tax rate20.7 %20.5 0.2 pts20.6 %20.3 0.3 pts
Annualized after-tax yield on fixed income investments4.0 4.1 (0.1)3.9 4.0 (0.1)
Annualized after-tax yield on investment portfolio4.0 3.9 0.1 3.9 3.8 0.1 

After-tax net investment income earned increased 16% in Third Quarter 2024 and 15% in Nine Months 2024 compared to the same prior-year periods, primarily driven by higher interest rates, active portfolio management, and operating cash flow deployment.

Realized and Unrealized Gains and Losses
When evaluating securities for sale, our general philosophy is to reduce our exposure to securities and sectors based on economic evaluations of whether (i) the fundamentals for that security or sector have deteriorated or (ii) the timing is appropriate to trade opportunistically for other securities with better economic-return characteristics. Net realized and unrealized gains and losses for the indicated periods were as follows:

 Quarter ended
September 30,
Change
%
Nine Months ended
September 30,		Change %
($ in thousands)2024202320242023
Net realized gains (losses) on disposals$2,147 (4,897)(144)%$5,453 (24,839)(122)%
Net unrealized gains (losses) on equity securities2,407 489 392 3,006 8,662 (65)
Net credit loss benefit (expense) on fixed income securities, AFS2,191 (2,468)(189)(1,692)7,925 (121)
Net credit loss benefit (expense) on CMLs(2)(4)(50)134 (65)(306)
Losses on securities for which we have the intent to sell(752)— — (1,248)(645)93 
Other realized gains (losses)
(602)— — (602)— — 
Total net realized and unrealized investment gains (losses)$5,389 (6,880)(178)$5,051 (8,962)(156)

40
Table of Contents
Federal Income Taxes
The following table provides information regarding federal income taxes and reconciles federal income tax at the corporate rate to the effective tax rate:

Quarter ended
September 30,		Nine Months ended
September 30,
($ in thousands)2024202320242023
Tax at statutory rate$24,463 23,629 $29,181 63,301 
Tax-advantaged interest(306)(508)(1,062)(1,766)
Dividends received deduction(44)(38)(161)(174)
Executive compensation203 617 2,160 1,886 
Stock-based compensation(4)(51)(1,458)(1,775)
Other(103)(340)(1,182)(429)
Federal income tax expense (benefit)
$24,209 23,309 $27,478 61,043 
Income before federal income tax, less preferred stock dividends$114,187 110,217 $132,055 294,533 
Effective tax rate21.2 %21.1 20.8 %20.7 

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

Liquidity
We manage liquidity by generating sufficient cash flows to meet our business operations' short-term and long-term cash requirements. As discussed further below, we adjust our liquidity requirements based on economic conditions, market conditions, and future cash flow commitments.

Sources of Liquidity
The Parent's sources of cash historically have consisted of dividends from the Insurance Subsidiaries, the Parent's investment portfolio, borrowings under third-party lines of credit, intercompany revolving demand loan agreements with certain Insurance Subsidiaries, and the issuance of equity (common or preferred) and debt securities. We continue to monitor these sources, considering our short-term and long-term liquidity and capital preservation strategies.

The Parent's cash and components of its investment portfolio were as follows:

($ in thousands)September 30, 2024December 31, 2023
Fixed income securities
$283,437 421,089 
Equity securities
55,795 50,920 
Short-term investments
76,286 17,671 
Alternative investments
18,260 18,134 
Cash
98 180 
Total investments and cash
$433,876 507,994 

Short-term investments have historically been maintained in "AAA" rated money market funds and fixed income securities are comprised of high-quality, liquid government and corporate securities.

The amount and composition of the Parent's investment portfolio may change over time based on various factors, including the amount and availability of dividends from our Insurance Subsidiaries, investment income, expenses, other Parent cash needs, such as dividends payable to stockholders, asset allocation investment decisions, inorganic growth opportunities, debt retirement, and share repurchases. Our target is for the Parent to maintain liquid investments of at least twice its expected annual net cash outflow needs.

Insurance Subsidiary Dividends
The Insurance Subsidiaries generate liquidity through insurance float, created by collecting premiums and earning investment income before paying claims. The period of float can extend over many years. Our investment portfolio consists of securities with maturity dates that continually provide a source of cash flow for claims payments in the ordinary course of business. To protect our Insurance Subsidiaries' capital, we purchase reinsurance coverage for significantly large claims or catastrophes that may occur.

The Insurance Subsidiaries paid $44 million in total dividends to the Parent in Nine Months 2024. As of December 31, 2023,
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our allowable ordinary maximum dividend is $316 million for 2024. All Insurance Subsidiary dividends to the Parent are (i) subject to the approval and/or review of its domiciliary state insurance regulator and (ii) generally payable only from earned statutory surplus reported in its annual statements as of the preceding December 31. Although domiciliary state insurance regulators have historically approved dividends, there is no assurance they will approve future Insurance Subsidiary dividends.

New Jersey corporate law also limits the maximum amount of dividends the Parent can pay our stockholders if either (i) the Parent would be unable to pay its debts as they become due in the usual course of business or (ii) the Parent’s total assets would be less than its total liabilities. The Parent’s ability to pay dividends to stockholders is also impacted by (i) covenants in its credit agreement that obligate it, among other things, to maintain a minimum consolidated net worth and a maximum ratio of consolidated debt to total capitalization and (ii) the terms of our preferred stock that prohibit dividends from being declared or paid on our common stock if dividends are not declared and paid, or made payable, on all outstanding preferred stock for the latest completed dividend period.

For additional information regarding dividend restrictions and financial covenants, where applicable, see Note 11. "Indebtedness," Note 17. "Equity," and Note 22. "Statutory Financial Information, Capital Requirements, and Restrictions on Dividends and Transfers of Funds" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

Line of Credit
On November 7, 2022, the Parent entered into a Credit Agreement with the lenders named therein (the "Lenders") and Wells Fargo Bank, National Association, as Administrative Agent ("Line of Credit"). Under the Line of Credit, the Lenders have agreed to provide the Parent with a $50 million revolving credit facility that can be increased to $125 million with the Lenders' consent. No borrowings were made under the Line of Credit in Nine Months 2024. The Line of Credit will mature on November 7, 2025, and has a variable interest rate based on the Parent’s debt ratings. We expect to continue to maintain a credit facility for liquidity purposes. For additional information regarding the Line of Credit and corresponding representations, warranties, and covenants, refer to Note 11. "Indebtedness" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report. We met all covenants under our Line of Credit as of September 30, 2024.

Four Insurance Subsidiaries are members of Federal Home Loan Bank ("FHLB") branches, as shown in the following table. Membership requires the ownership of branch stock and includes the right to access liquidity. All Federal Home Loan Bank of Indianapolis ("FHLBI") and Federal Home Loan Bank of New York ("FHLBNY") borrowings are required to be secured by investments pledged as collateral. For additional information regarding collateral outstanding, refer to Note 4. "Investments" in Item 1. "Financial Statements." of this Form 10-Q.

BranchInsurance Subsidiary Member
FHLBI
Selective Insurance Company of South Carolina1
Selective Insurance Company of the Southeast1
FHLBNY
Selective Insurance Company of America
Selective Insurance Company of New York ("SICNY")
1These subsidiaries are jointly referred to as the "Indiana Subsidiaries" because they are domiciled in Indiana.

The Line of Credit permits aggregate borrowings from the FHLBI and the FHLBNY up to 10% of the respective member company’s admitted assets for the previous year. SICNY is domiciled in New York, which limits its FHLBNY borrowings to the lesser of 5% of admitted assets for the most recently completed fiscal quarter or 10% of the previous year-end's admitted assets. As of September 30, 2024, we had remaining capacity of $530.9 million for FHLB borrowings, with a $21.4 million additional stock purchase requirement to allow the member companies to borrow their remaining capacity amounts.

Short-term Borrowings
We made no short-term borrowings from FHLB branches during Nine Months 2024.

Intercompany Loan Agreements
The Parent has lending agreements with the Indiana Subsidiaries, approved by the Indiana Department of Insurance, that provide the Parent with additional intercompany liquidity. Like the Line of Credit, these lending agreements limit the Parent’s borrowings from the Indiana Subsidiaries to 10% of the admitted assets of the respective Indiana Subsidiary. The outstanding balance on these intercompany loans was $35.0 million as of September 30, 2024, and $67.0 million as of December 31, 2023. The remaining capacity under these intercompany loan agreements was $146.5 million as of September 30, 2024, and $114.5 million as of December 31, 2023. Additionally, we have other insurance regulator-approved intercompany agreements that facilitate liquidity management between the Parent and the Insurance Subsidiaries to enhance flexibility.

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Capital Market Activities
The Parent had no private or public stock issuances during Nine Months 2024. During Nine Months 2024, we repurchased 103,000 shares of our common stock under our existing share repurchase program for $8.7 million, an $84.34 average price per share, excluding commissions paid. We had $75.5 million of remaining capacity under our share repurchase program as of September 30, 2024. For additional information on the share repurchase program, refer to Note 17. "Equity" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

Uses of Liquidity
The Parent uses the liquidity generated from the sources discussed above to pay dividends to our stockholders, among other things. Dividends on shares of the Parent's common and preferred stock are declared and paid at the discretion of the Board based on our operating results, financial condition, capital requirements, contractual restrictions, and other relevant factors. Our Board declared:

•A 9% increase in the quarterly cash dividend on common stock, to $0.38 per common share, that is payable December 2, 2024, to holders of record on November 15, 2024; and
•A quarterly cash dividend of $287.50 per share on our 4.60% Non-Cumulative Preferred Stock, Series B (equivalent to $0.28750 per depositary share) payable on December 16, 2024, to holders of record as of December 2, 2024.

Our ability to meet our interest and principal repayment obligations on our debt and our ability to continue to pay dividends to our stockholders is dependent on (i) liquidity at the Parent, (ii) the ability of the Insurance Subsidiaries to pay dividends, if necessary, and/or (iii) the availability of other sources of liquidity to the Parent. Our next borrowing principal repayment is $60 million to FHLBI due on December 16, 2026.

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

Capital Resources
Capital resources ensure we can pay policyholder claims, furnish the financial strength to support the business of underwriting insurance risks, and facilitate continued business growth. At September 30, 2024, we had GAAP stockholders' equity of $3.2 billion and statutory surplus of $2.8 billion. With total debt of $508.2 million at September 30, 2024, our debt-to-capital ratio was 13.8%. For additional information on our statutory surplus, see Note 22. "Statutory Financial Information, Capital Requirements, and Restrictions on Dividends and Transfers of Funds" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report.

The following table summarizes certain contractual obligations we had at September 30, 2024, that may require us to invest additional amounts into our investment portfolio, which we would fund primarily with operating cash flows.

($ in millions)Amount of Obligation
Alternative and other investments$329.6 
Non-publicly traded collateralized loan obligations in our fixed income securities portfolio96.9 
Non-publicly traded common stock within our equity portfolio24.5 
CMLs2.5 
Privately-placed corporate securities45.9 
Total$499.4 

There is no certainty (i) these additional investments will be required or (ii) about the timing of funding. We expect to have the capacity to fund these commitments through our normal operating and investing activities as they come due.

Our current and long-term material cash requirements associated with (i) loss and loss expense reserves, (ii) contractual obligations under operating and financing leases for office space and equipment, and (iii) notes payable, funded primarily with operating cash flows, have not materially changed since December 31, 2023. The Insurance Subsidiaries' net loss and loss expense reserves duration was 3.1 years at December 31, 2023.

Our other cash requirements include, without limitation, dividends to stockholders, capital expenditures, and other operating expenses, including commissions to our distribution partners, labor costs, premium taxes, general and administrative expenses, and income taxes.

As of September 30, 2024, and December 31, 2023, we had no (i) material guarantees on behalf of others and trading activities involving non-exchange traded contracts accounted for at fair value, (ii) material transactions with related parties other than
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those disclosed in Note 18. "Related Party Transactions" in Item 8. "Financial Statements and Supplementary Data." of our 2023 Annual Report, and (iii) material relationships with unconsolidated entities or financial partnerships, such as structured finance or special purpose entities, established to facilitate off-balance sheet arrangements or other contractually narrow or limited purposes. Consequently, we are not exposed to any material financing, liquidity, market, or credit risk related to off-balance sheet arrangements.

We continually monitor our cash requirements and the capital resources we maintain at the holding company and Insurance Subsidiary levels. As part of our long-term capital strategy, we strive to maintain capital metrics that support our targeted financial strength relative to the macroeconomic environment. Based on our analysis and market conditions, we may take a variety of actions, including, without limitation, contributing capital to the Insurance Subsidiaries, issuing additional debt and/or equity securities, repurchasing existing debt, repurchasing shares of the Parent’s common stock, and adjusting common stockholders’ dividends.

Our capital management strategy is intended to protect the interests of the policyholders of the Insurance Subsidiaries and our stockholders and enhance our financial strength and underwriting capacity. We have a solid capital base and high-quality underwriting portfolio, positioning us well to take advantage of potential market opportunities.

Book value per common share increased 7% to $48.82 as of September 30, 2024, from $45.42 as of December 31, 2023, driven by a $2.61 decrease in net unrealized losses on our fixed income securities portfolio and $1.71 in net income (loss) available to common stockholders per diluted common share, partially offset by $1.05 in dividends to our common stockholders. The decrease in net unrealized losses on our fixed income securities was primarily driven by a decline in benchmark U.S. Treasury rates. Our adjusted book value per share, which is book value per share excluding total after-tax unrealized gains or losses on investments included in accumulated other comprehensive income (loss), increased to $50.80 as of September 30, 2024, from $50.03 as of December 31, 2023.

Cash Flows
Net cash provided by operating activities increased to $767.7 million in Nine Months 2024, compared to $522.3 million in Nine Months 2023, primarily driven by higher levels of cash received for premiums. For more information on our underwriting results, refer to "Insurance Operations" above in this MD&A.

Net cash used in investing activities increased to $687.3 million in Nine Months 2024, compared to $470.0 million in Nine Months 2023, as a result of investing more cash from operating activities. Operating cash flows were 22% of NPW in Nine Months 2024 compared to 17% of NPW in Nine Months 2023.

Net cash used in financing activities increased to $81.0 million in Nine Months 2024, compared to $64.1 million in Nine Months 2023, primarily due to greater activity in our share repurchase program in Nine Months 2024.

Ratings
Our ratings are as follows:

Nationally Recognized Statistical Rating Organizations
Financial Strength RatingOutlook
AM Best CompanyA+Stable
Moody's Investors Services ("Moody's")
A2Stable
Fitch Ratings ("Fitch")
A+Stable
Standard & Poor's Global Ratings ("S&P")AStable

On May 14, 2024, Fitch reaffirmed our "A+" rating with a "stable" outlook. In taking this rating action, Fitch cited our (i) business profile as having favorable competitive positioning within our core standard lines businesses with strong independent agency relationships, (ii) continued profitable underwriting, (iii) strong capitalization, and (iv) very strong debt service.

On June 26, 2024, Moody's reaffirmed our "A2" rating and changed our rating outlook to "stable" from "positive." In taking this rating action, Moody's cited our (i) strong regional franchise focused on low-to-medium hazard and small-to-midsize commercial accounts, (ii) strong independent agency relationships, (iii) long record of underwriting profitability, and (iv) conservative investment portfolio. In addition, Moody's cited our narrower market presence relative to national peers, contributing to the rating outlook change.

On September 27, 2024, S&P reaffirmed our "A" rating with a "stable" outlook. In taking this rating action, S&P cited our (i)
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strong historical operating performance driven by positive renewal rates, enhanced underwriting tools, and detailed risk segmentation, and (ii) focus on profitability through steady rate increases and targeted risk selection, aiding in retention of lower-risk, more-profitable accounts.

ITEM 3. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK.

There have been no material changes in the information about market risk set forth in our 2023 Annual Report.

ITEM 4. CONTROLS AND PROCEDURES.

Our management, with the participation of our Chief Executive Officer and Chief Financial Officer, has evaluated the effectiveness of our disclosure controls and procedures (as such term is defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the "Exchange Act")), as of the end of the period covered by this report. In performing this evaluation, management used the criteria set forth by the Committee of Sponsoring Organizations of the Treadway Commission in Internal Control – Integrated Framework ("COSO Framework") in 2013. Based on this evaluation, our Chief Executive Officer and Chief Financial Officer have concluded that our disclosure controls and procedures as of the end of such period are (i) effective in recording, processing, summarizing, and reporting information on a timely basis that we are required to disclose in the reports that we file or submit under the Exchange Act, and (ii) effective in ensuring that information that we are required to disclose in the reports that we file or submit under the Exchange Act is appropriately accumulated and communicated to our management, including our Chief Executive Officer and Chief Financial Officer, to allow timely decisions about required disclosure. No changes in our internal control over financial reporting (as such term is defined in Rule 13a-15(f) of the Exchange Act) occurred during Third Quarter 2024 that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

PART II. OTHER INFORMATION

ITEM 1. LEGAL PROCEEDINGS.

Incidental to our insurance operations, we are routinely engaged in legal proceedings with inherently unpredictable outcomes that could have a material adverse effect on our consolidated results of operations or cash flows in particular quarterly or annual periods. For additional information regarding our legal risks, refer to Note 14. "Litigation" in Item 1. "Financial Statements." of this Form 10-Q and Item 1A. "Risk Factors." below in Part II. "Other Information." As of September 30, 2024, we have no material pending legal proceedings that could have a material adverse effect on our consolidated financial condition, results of operations, or cash flows.

ITEM 1A. RISK FACTORS.

Certain risk factors can significantly impact our business, liquidity, capital resources, results of operations, financial condition, and debt ratings. These risk factors might affect, alter, or change our actions in executing our long-term capital strategy. Examples include, without limitation, contributing capital to any or all of the Insurance Subsidiaries, issuing additional debt and/or equity securities, repurchasing our existing debt and/or equity securities, or increasing or decreasing common stockholders' dividends. We operate in a continually changing business environment, and new risk factors that we cannot predict or assess may emerge at any time. Consequently, we can neither predict such new risk factors nor assess the potential future impact on our business. There have been no material changes from the risk factors disclosed in Item 1A. "Risk Factors." in our 2023 Annual Report.

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ITEM 2. UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS.

The following table provides information regarding our purchases of our common stock in Third Quarter 2024:

Period
Total Number of
Shares Purchased1
Average Price
Paid per Share
Total Number of
Shares Purchased
as Part of Publicly
Announced Programs2
Approximate Dollar Value of
Shares that May Yet
Be Purchased Under the Announced Programs
(in millions)2
July 1 – 31, 2024
103,379 $84.37 103,000 $75.5 
August 1 – 31, 2024
995 87.15 — 75.5 
September 1 – 30, 2024
— — — 75.5 
Total104,374 $84.40 103,000 $75.5 
1Total number of shares purchased includes 1,374 shares purchased from employees to satisfy tax withholding obligations associated with the vesting of their restricted stock units.
2On December 2, 2020, we announced our Board of Directors ("Board") authorized a $100 million share repurchase program with no set expiration or termination date. Our repurchase program does not obligate us to acquire any particular amount of our common stock. Management will determine the timing and amount of any share repurchases under the authorization at its discretion based on market conditions and other considerations.

ITEM 3. DEFAULTS UPON SENIOR SECURITIES.

None.

ITEM 4. MINE SAFETY DISCLOSURES.

Not applicable.

ITEM 5. OTHER INFORMATION.

During the three months ended September 30, 2024, no director or officer of the Company adopted, modified, or terminated any contract, instruction, or written plan for the purchase or sale of the Company’s securities that was intended to satisfy the affirmative defense conditions of Rule 10b5-1(c) (a "Rule 10b5-1 trading arrangement") or any "non-Rule 10b5-1 trading arrangement" (as defined in Item 408(c) of Regulation S-K).

ITEM 6. EXHIBITS.

Exhibit No. 
Certification of Chief Executive Officer in accordance with Section 302 of the Sarbanes-Oxley Act of 2002.
Certification of Chief Financial Officer in accordance with Section 302 of the Sarbanes-Oxley Act of 2002.
Certification of Chief Executive Officer in accordance with Section 906 of the Sarbanes-Oxley Act of 2002.
Certification of Chief Financial Officer in accordance with Section 906 of the Sarbanes-Oxley Act of 2002.
**101
The following financial statements from the Company's Quarterly Report on Form 10-Q for the quarter ended September 30, 2024, formatted in Inline Extensible Business Reporting Language (iXBRL): (i) Consolidated Balance Sheets, (ii) Consolidated Statements of Income, (iii) Consolidated Statements of Comprehensive Income (Loss), (iv) Consolidated Statements of Stockholders' Equity, (v) Consolidated Statements of Cash Flows and (vi) Notes to Consolidated Financial Statements.
**104
The cover page from the Company's Quarterly Report on Form 10-Q for the quarter ended September 30, 2024, formatted in iXBRL.
* Filed herewith.
** Furnished and not filed herewith.
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SIGNATURES

Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.

SELECTIVE INSURANCE GROUP, INC.
Registrant 
Date:October 25, 2024By: /s/ John J. Marchioni
 John J. Marchioni
 Chairman of the Board, President and Chief Executive Officer
(principal executive officer)
Date:October 25, 2024By: /s/ Anthony D. Harnett
Anthony D. Harnett
Senior Vice President and Chief Accounting Officer
(principal accounting officer)

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