EX-99.2 3 q12024pressreleasesuppleme.htm EX-99.2 Document

Exhibit 99.2















selectiveinsurancergba.jpg


FINANCIAL SUPPLEMENT
FIRST QUARTER 2024



Forward-Looking Statements

Certain statements in this report, 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,” “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 may be required by law.

Factors that could cause our actual results to differ materially from what we project, forecast, or estimate in forward-looking statements include, without limitation:
Challenging conditions in the economy, global capital markets, the banking sector, and commercial real estate, including prolonged higher inflation, could increase loss costs and negatively impact investment portfolios;
Deterioration in the public debt, public equity, or private investment markets that could lead to investment losses and interest rate fluctuations;
Ratings downgrades on individual securities we own could affect investment values and, therefore, statutory surplus;
The adequacy of our loss reserves and loss expense reserves;
Frequency and severity of catastrophic events, including natural events that may be impacted by climate change, such as hurricanes, severe convective storms, tornadoes, windstorms, earthquakes, hail, severe winter weather, floods, and fires, and man-made events such as criminal and terrorist acts, including cyber-attacks, explosions, and civil unrest;
Adverse market, governmental, regulatory, legal, political, or judicial conditions or actions, including social inflation;
The significant geographic concentration of our business in the eastern portion of the United States;
The cost, terms and conditions, and availability of reinsurance;
Our ability to collect on reinsurance and the solvency of our reinsurers;
The impact of changes in U.S. trade policies and imposition of tariffs on imports that may lead to higher than anticipated inflationary trends for our loss and loss expenses;
Related to COVID-19, we have successfully defended against payment of COVID-19-related business interruption losses based on our policies' terms, conditions, and exclusions. However, should the highest courts determine otherwise, our loss and loss expenses may increase, our related reserves may not be adequate, and our financial condition and liquidity may be materially impacted.
Ongoing wars and conflicts impacting global economic, banking, commodity, and financial markets, exacerbating ongoing economic challenges, including inflation and supply chain disruption, which influences insurance loss costs, premiums, and investment valuations;
Uncertainties related to insurance premium rate increases and business retention;
Changes in insurance regulations that impact our ability to write and/or cease writing insurance policies in one or more states;
The effects of data privacy or cyber security laws and regulations on our operations;
Major defect or failure in our internal controls or information technology and application systems that result in harm to our brand in the marketplace, increased senior executive focus on crisis and reputational management issues, and/or increased expenses, particularly if we experience a significant privacy breach;
Potential tax or federal financial regulatory reform provisions that could pose certain risks to our operations;
Our ability to maintain favorable financial ratings, which may include sustainability considerations, from rating agencies, including AM Best, Standard & Poor’s, Moody’s, and Fitch;
Our entry into new markets and businesses; and
Other risks and uncertainties we identify in filings with the United States Securities and Exchange Commission, including our Annual Report on Form 10-K and other periodic reports.



Selective Insurance Group, Inc. & Consolidated Subsidiaries

TABLE OF CONTENTS

Page
Consolidated Financial Highlights
Consolidated Statements of Operations
Consolidated Balance Sheets
Financial Metrics
Consolidated Insurance Operations Statement of Operations
Standard Commercial Lines Statement of Operations and Supplemental Data
Standard Commercial Lines GAAP Line of Business Results
Standard Personal Lines Statement of Operations and Supplemental Data
Standard Personal Lines GAAP Line of Business Results
Excess and Surplus Lines Statement of Operations and Supplemental Data
Excess and Surplus Lines GAAP Line of Business Results
Consolidated Investment Income
Consolidated Composition of Invested Assets
Credit Quality of Invested Assets
Reconciliation of Net Income Available to Common Stockholders to Non-GAAP Operating Income and Certain Other Non-GAAP Measures
Ratings and Contact Information





Selective Insurance Group, Inc. & Consolidated Subsidiaries

CONSOLIDATED FINANCIAL HIGHLIGHTS
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ and shares in millions, except per share data)20242023202320232023
For Period Ended
Gross premiums written$1,321.9 1,149.7 1,223.5 1,238.1 1,138.2 
Net premiums written1,156.6 991.5 1,058.3 1,084.9 999.8 
Change in net premiums written, from comparable prior year period16 %17 17 17 12 
Underwriting income (loss), before-tax$19.0 63.6 31.6 (1.5)39.2 
Net investment income earned, before-tax107.8 98.6 100.9 97.7 91.5 
Net realized and unrealized investment gains (losses), before-tax(1.6)5.4 (6.9)(5.4)3.3 
Net income$82.5 124.8 89.2 58.6 92.6 
Net income available to common stockholders(1)
80.2 122.5 86.9 56.3 90.3 
Non-GAAP operating income(2)
81.5 118.3 92.3 60.6 87.6 
At Period End
Total assets12,056.1 11,802.5 11,428.0 11,217.2 11,015.0 
Total invested assets8,745.7 8,693.7 8,195.9 8,133.2 8,029.4 
Stockholders' equity3,006.5 2,954.4 2,644.4 2,671.4 2,669.4 
Common stockholders' equity(3)
2,806.5 2,754.4 2,444.4 2,471.4 2,469.4 
Common shares outstanding60.8 60.6 60.6 60.6 60.5 
Per Share and Share Data
Net income available to common stockholders per common share (diluted)$1.31 2.01 1.42 0.92 1.48 
Non-GAAP operating income per common share (diluted)(2)
1.33 1.94 1.51 0.99 1.44 
Weighted average common shares outstanding (diluted)61.2 61.0 61.0 60.9 60.9 
Book value per common share$46.17 45.42 40.35 40.81 40.82 
Adjusted book value per common share(2)
50.97 50.03 48.54 47.34 46.61 
Dividends paid per common share0.35 0.35 0.30 0.30 0.30 
Financial Ratios
Loss and loss expense ratio67.0 %62.4 65.8 68.6 62.9 
Underwriting expense ratio30.9 31.1 30.9 31.4 32.6 
Dividends to policyholders ratio0.3 0.2 0.1 0.2 0.2 
GAAP combined ratio98.2 %93.7 96.8 100.2 95.7 
Return on common stockholders' equity ("ROE")11.5 18.9 14.1 9.1 15.1 
Non-GAAP operating ROE(2)
11.7 18.2 15.0 9.8 14.6 
Debt to total capitalization14.3 14.6 16.0 15.9 15.9 
Net premiums written to policyholders' surplus1.55 1.51 1.53 1.52 1.46 
Invested assets per dollar of common stockholders' equity$3.12 3.16 3.35 3.29 3.25 
(1)
Net income available to common stockholders is net income reduced by preferred stock dividends.
(2)
Non-GAAP measure. Refer to Page 15 for definition.
(3)
Excludes equity related to preferred stock.
Page 1


Selective Insurance Group, Inc. & Consolidated Subsidiaries

CONSOLIDATED STATEMENTS OF OPERATIONS
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ and shares in millions, except per share data)20242023202320232023
Revenues
Net premiums earned$1,050.9 1,001.2 981.9 942.2 902.3 
Net investment income earned107.8 98.6 100.9 97.7 91.5 
Net realized and unrealized gains (losses)(1.6)5.4 (6.9)(5.4)3.3 
Other income7.8 5.5 5.2 6.1 2.6 
Total revenues1,165.0 1,110.7 1,081.1 1,040.5 999.8 
Expenses
Loss and loss expense incurred704.3624.8 645.9 646.1 567.4 
Amortization of deferred policy acquisition costs219.4210.5 201.1 194.8 189.8 
Other insurance expenses116.0107.8 108.5 108.9 108.6 
Interest expense7.27.2 7.2 7.3 7.2 
Corporate expenses15.53.4 5.9 9.3 12.1 
Total expenses1,062.4 953.7 968.6 966.4 885.1 
Income before federal income tax102.6157.0 112.5 74.2 114.8 
Federal income tax expense20.0 32.1 23.3 15.5 22.2 
Net Income82.5124.8 89.2 58.6 92.6 
Preferred stock dividends2.32.3 2.3 2.3 2.3 
Net income available to common stockholders80.2122.586.956.390.3
Net realized and unrealized investment (gains) losses, after tax(1)
1.3 (4.3)5.4 4.3 (2.6)
Non-GAAP operating income(2)
$81.5 118.2 92.3 60.6 87.6 
Weighted average common shares outstanding (diluted)61.261.0 61.0 60.9 60.9 
Net income available to common stockholders per common share (diluted)$1.31 2.01 1.42 0.92 1.48 
Non-GAAP operating income per common share (diluted)(2)
$1.33 1.94 1.51 0.99 1.44 
(1)
Amounts are provided to reconcile net income available to common stockholders to non-GAAP operating income.
(2)
Non-GAAP measure. Refer to Page 15 for definition.
Note: Amounts may not foot due to rounding.
Page 2


Selective Insurance Group, Inc. & Consolidated Subsidiaries

CONSOLIDATED BALANCE SHEETS
(Unaudited)

Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions, except per share data)20242023202320232023
ASSETS
Investments
Fixed income securities, held-to-maturity, net of allowance for credit losses$20.3 22.7 23.2 23.7 24.7 
Fixed income securities, available-for-sale, at fair value, net of allowance for credit losses7,583.5 7,499.2 7,027.1 7,032.3 6,964.5 
Commercial mortgage loans, net of allowance for credit losses208.0 188.4 185.9 175.4 157.2 
Equity securities, at fair value194.3 187.2 125.6 121.6 132.2 
Short-term investments247.9 309.3 315.0 319.5 302.8 
Alternative investments402.7 395.8 446.8 389.2 380.0 
Other investments89.0 91.2 72.2 71.5 68.1 
Total investments8,745.7 8,693.7 8,195.9 8,133.2 8,029.4 
Cash0.1 0.2 0.1 0.4 0.1 
Restricted cash11.7 13.1 13.2 20.9 35.5 
Accrued investment income68.0 66.3 62.2 59.4 57.3 
Premiums receivable, net of allowance for credit losses1,439.1 1,313.1 1,330.0 1,286.5 1,154.2 
Reinsurance recoverable, net of allowance for credit losses651.4 656.8 685.3 646.8 667.0 
Prepaid reinsurance premiums208.0 203.3 205.2 190.4 174.6 
Deferred federal income tax144.7 140.2 199.3 171.9 158.1 
Property and equipment, net of accumulated depreciation and amortization82.7 83.3 81.4 81.3 83.4 
Deferred policy acquisition costs448.3 424.9 425.8 413.8 387.9 
Goodwill7.8 7.8 7.8 7.8 7.8 
Other assets248.5 199.8 221.7 204.8 259.5 
Total assets$12,056.1 11,802.5 11,428.0 11,217.2 11,015.0 
LIABILITIES AND STOCKHOLDERS' EQUITY
Liabilities
Reserve for loss and loss expense$5,501.8 5,336.9 5,301.4 5,177.0 5,099.5 
Unearned premiums2,441.0 2,330.7 2,342.2 2,251.0 2,092.4 
Long-term debt503.3 503.9 504.6 503.6 504.2 
Current federal income tax26.5 6.3 2.5 2.6 20.3 
Accrued salaries and benefits97.9 122.0 114.2 92.0 88.8 
Other liabilities479.1 548.4 518.6 519.6 540.5 
Total liabilities$9,049.6 8,848.2 8,783.5 8,545.8 8,345.6 
Stockholders' Equity
Preferred stock of $0 par value per share$200.0 200.0 200.0 200.0 200.0 
Common stock of $2 par value per share210.9 210.4 210.3 210.3 210.1 
Additional paid-in capital534.3 522.7 516.9 512.0 502.7 
Retained earnings3,088.2 3,029.4 2,928.2 2,859.6 2,821.6 
Accumulated other comprehensive income (loss)(385.0)(373.0)(575.9)(475.7)(430.3)
Treasury stock, at cost(641.9)(635.2)(635.1)(634.8)(634.7)
Total stockholders' equity$3,006.5 2,954.4 2,644.4 2,671.4 2,669.4 
Commitments and contingencies
Total liabilities and stockholders' equity$12,056.1 11,802.5 11,428.0 11,217.2 11,015.0 
Note: Amounts may not foot due to rounding.
Page 3


Selective Insurance Group, Inc. & Consolidated Subsidiaries

FINANCIAL METRICS
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ and shares in millions, except per share data)20242023202320232023
Book value per common share
Common stockholders' equity$2,806.5 2,754.4 2,444.4 2,471.4 2,469.4 
Common shares issued and outstanding, at period end60.8 60.6 60.6 60.6 60.5 
Book value per common share$46.17 45.42 40.35 40.81 40.82 
Adjusted book value per common share(2)
50.97 50.03 48.54 47.34 46.61 
Financial results (after-tax)
Underwriting income (loss)15.0 50.2 25.0 (1.2)31.0 
Net investment income85.6 78.4 80.2 77.8 73.1 
Interest expense and preferred stock dividends(8.0)(8.0)(8.0)(8.0)(8.0)
Corporate expense(11.2)(2.4)(4.9)(8.0)(8.4)
Net realized and unrealized investment gains (losses)(1.3)4.3 (5.4)(4.3)2.6 
Total after-tax net income available to common stockholders80.2 122.5 86.9 56.3 90.3 
Return on average equity
Insurance segments2.2 %7.7 4.1 (0.2)5.2 
Net investment income12.3 12.1 13.1 12.6 12.2 
Interest expense and preferred stock dividends(1.1)(1.2)(1.3)(1.3)(1.3)
Corporate expense(1.7)(0.4)(0.9)(1.3)(1.5)
Net realized and unrealized investment gains (losses)(0.2)0.7 (0.9)(0.7)0.5 
ROE11.5 18.9 14.1 9.1 15.1 
Net realized and unrealized (gains) losses(1)
0.2 (0.7)0.9 0.7 (0.5)
Non-GAAP Operating ROE(2)
11.7 %18.2 15.0 9.8 14.6 
Debt and total capitalization
Notes payable:
3.03% Borrowings from Federal Home Loan Bank of Indianapolis60.0 60.0 60.0 60.0 60.0 
7.25% Senior Notes49.8 49.8 49.8 49.8 49.8 
6.70% Senior Notes99.4 99.3 99.3 99.3 99.3 
5.375% Senior Notes292.2 292.2 292.1 292.0 292.0 
Finance Lease Obligations1.9 2.6 3.4 2.5 3.1 
Total debt503.3 503.9 504.6 503.6 504.2 
Stockholders' equity3,006.5 2,954.4 2,644.4 2,671.4 2,669.4 
Total capitalization$3,509.8 3,458.3 3,149.0 3,175.0 3,173.6 
Ratio of debt to total capitalization14.3 %14.6 16.0 15.9 15.9 
Policyholders' surplus$2,777.3 2,742.3 2,612.5 2,525.2 2,518.3 
(1)
Amounts are provided to reconcile ROE to non-GAAP operating ROE.
(2)
Non-GAAP measure. Refer to Page 15 for definition.
Note: Amounts may not foot due to rounding.
Page 4


Selective Insurance Group, Inc. & Consolidated Subsidiaries

CONSOLIDATED INSURANCE OPERATIONS
STATEMENT OF OPERATIONS
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions)20242023202320232023
Underwriting results
Net premiums written$1,156.6 991.5 1,058.3 1,084.9 999.8 
Change in net premiums written, from comparable prior year period16 %17 17 17 12 
Net premiums earned$1,050.9 1,001.2 981.9 942.2 902.3 
Losses and loss expenses incurred704.3 624.8 645.9 646.1 567.4 
Net underwriting expenses incurred324.4 311.1 303.1 295.7 293.9 
Dividends to policyholders3.3 1.8 1.4 1.8 1.8 
GAAP underwriting income (loss)$19.0 63.6 31.6 (1.5)39.2 
Net catastrophe losses$55.2 24.6 64.6 100.0 55.3 
(Favorable) unfavorable prior year casualty reserve development35.0 10.0 — (3.5)(13.0)
Underwriting ratios
Loss and loss expense ratio67.0 %62.4 65.8 68.6 62.9 
Underwriting expense ratio30.9 31.1 30.9 31.4 32.6 
Dividends to policyholders ratio0.3 0.2 0.1 0.2 0.2 
Combined ratio98.2 %93.7 96.8 100.2 95.7 
Net catastrophe losses5.3 pts2.5 6.6 10.6 6.1 
(Favorable) unfavorable prior year casualty reserve development3.3 1.0 — (0.4)(1.4)
Combined ratio before net catastrophe losses92.9 %91.2 90.2 89.6 89.6 
Combined ratio before net catastrophe losses and prior year casualty development89.6 %90.2 90.2 90.0 91.0 
Other Statistics
Non-catastrophe property loss and loss expenses$171.2 172.1 172.8 157.2 148.2 
Non-catastrophe property loss and loss expenses16.3 pts17.2 17.6 16.7 16.4 
Direct new business$260.8 232.7 232.3 241.6 216.9 
Renewal pure price increases8.1%7.4 7.0 6.4 6.6 
Note: Amounts may not foot due to rounding.

Page 5


Selective Insurance Group, Inc. & Consolidated Subsidiaries

STANDARD COMMERCIAL LINES
STATEMENT OF OPERATIONS AND SUPPLEMENTAL DATA
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions)20242023202320232023
Underwriting results
Net premiums written$931.7 764.3 833.6 870.1 813.3 
Change in net premiums written, from comparable prior year period15 %13 15 14 10 
Net premiums earned$834.1 792.1 785.3 762.7 731.6 
Losses and loss expenses incurred555.8 482.6 493.8 495.5 447.3 
Net underwriting expenses incurred264.6 252.9 248.9 243.2 243.6 
Dividends to policyholders3.3 1.8 1.4 1.8 1.8 
GAAP underwriting income (loss)$10.4 54.9 41.3 22.1 38.9 
Net catastrophe losses$38.5 16.1 36.7 62.6 35.1 
(Favorable) unfavorable prior year casualty reserve development35.0 5.0 (3.0)(7.5)(10.0)
Underwriting ratios
Loss and loss expense ratio66.7 %61.0 62.8 65.0 61.2 
Underwriting expense ratio31.7 31.9 31.7 31.9 33.3 
Dividends to policyholders ratio0.4 0.2 0.2 0.2 0.2 
Combined ratio98.8 %93.1 94.7 97.1 94.7 
Net catastrophe losses4.6 pts2.0 4.7 8.2 4.8 
(Favorable) unfavorable prior year casualty reserve development4.2 0.6 (0.4)(1.0)(1.4)
Combined ratio before net catastrophe losses94.2 %91.1 90.0 88.9 89.9 
Combined ratio before net catastrophe losses and prior year casualty development90.0 %90.5 90.4 89.9 91.3 
Other Statistics
Non-catastrophe property loss and loss expenses$115.0 122.0 122.8 111.4 105.5 
Non-catastrophe property loss and loss expenses13.8 pts15.4 15.6 14.6 14.4 
Direct new business$172.1 145.2 145.5 159.1 147.7 
Renewal pure price increases7.6 %7.3 7.1 6.7 7.0 
Retention86 86 86 85 86 
Note: Amounts may not foot due to rounding.

Page 6


Selective Insurance Group, Inc. & Consolidated Subsidiaries

STANDARD COMMERCIAL LINES
GAAP LINE OF BUSINESS RESULTS
(Unaudited)

Quarter ended March 31, 2024Quarter ended March 31, 2023
GeneralCommercialCommercialWorkersGeneralCommercialCommercialWorkers
($ in millions)LiabilityAuto
Property(1)
CompensationBOPBondsOtherTotalLiabilityAuto
Property(1)
CompensationBOPBondsOtherTotal
Net premiums written$307.4 285.6 174.5 98.8 44.7 12.4 8.2 931.7 272.1 240.2 151.6 93.4 36.6 11.8 7.6 813.3 
Net premiums earned273.4 251.7 161.6 87.8 39.9 12.1 7.6 834.1 243.3 217.4 135.3 84.2 33.2 11.4 6.9 731.6 
Loss and loss expense ratio78.8 %69.7 59.0 52.2 51.9 27.6 0.7 66.7 56.0 74.3 55.1 54.0 80.3 24.8 (0.3)61.2 
Underwriting expense ratio31.7 29.9 34.6 26.2 34.5 55.2 43.4 31.7 32.8 31.0 37.3 27.4 38.6 57.4 54.6 33.3 
Dividend ratio0.3 0.3 0.5 0.9 — — (0.1)0.4 0.1 0.1 0.2 1.3 — — 0.1 0.2 
Combined ratio110.8 %99.9 94.1 79.3 86.4 82.8 44.0 98.8 88.9 105.4 92.6 82.7 118.9 82.2 54.4 94.7 
Underwriting income (loss)$(29.4)0.3 9.6 18.2 5.4 2.1 4.3 10.4 27.1 (11.7)10.1 14.6 (6.3)2.0 3.1 38.9 
(1) Includes Inland Marine.
Note: Amounts may not foot due to rounding.

Page 7


Selective Insurance Group, Inc. & Consolidated Subsidiaries

STANDARD PERSONAL LINES
STATEMENT OF OPERATIONS AND SUPPLEMENTAL DATA
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions)20242023202320232023
Underwriting results
Net premiums written$99.9 107.0 113.2 109.1 85.3 
Change in net premiums written, from comparable prior year period17 %27 30 32 31 
Net premiums earned$103.8 101.0 95.2 87.2 81.9 
Losses and loss expenses incurred84.3 92.5 99.5 88.0 73.2 
Net underwriting expenses incurred24.8 25.5 21.8 22.2 21.8 
GAAP underwriting income (loss)$(5.3)(17.0)(26.1)(23.1)(13.1)
Net catastrophe losses$11.8 9.2 24.4 21.2 14.6 
(Favorable) unfavorable prior year casualty reserve development— 5.0 3.0 4.0 2.0 
Underwriting ratios
Loss and loss expense ratio81.2 %91.7 104.5 101.0 89.4 
Underwriting expense ratio23.9 25.2 22.9 25.5 26.6 
Combined ratio105.1 %116.9 127.4 126.5 116.0 
Net catastrophe losses11.4 pts9.1 25.6 24.3 17.9 
(Favorable) unfavorable prior year casualty reserve development— 5.0 3.2 4.6 2.4 
Combined ratio before net catastrophe losses93.7 %107.8 101.8 102.2 98.1 
Combined ratio before net catastrophe losses and prior year casualty development93.7 %102.8 98.6 97.6 95.7 
Other Statistics
Non-catastrophe property loss and loss expenses$41.9 42.8 42.5 37.8 33.8 
Non-catastrophe property loss and loss expenses40.3 pts42.4 44.7 43.3 41.3 
Direct new business$21.3 26.0 31.6 32.5 26.3 
Renewal pure price increases14.3 %8.9 6.1 3.4 1.8 
Retention83 87 88 88 87 
Note: Amounts may not foot due to rounding.

Page 8


Selective Insurance Group, Inc. & Consolidated Subsidiaries

STANDARD PERSONAL LINES
GAAP LINE OF BUSINESS RESULTS
(Unaudited)

Quarter ended March 31, 2024Quarter ended March 31, 2023
PersonalPersonal
($ in millions)AutoHomeownersOtherTotalAutoHomeownersOtherTotal
Net premiums written$55.0 42.2 2.8 99.9 49.0 34.3 2.0 85.3 
Net premiums earned57.0 44.1 2.8 103.8 44.9 35.0 1.9 81.9 
Loss and loss expense ratio94.2 %68.2 20.0 81.2 87.3 95.7 23.8 89.4 
Underwriting expense ratio26.0 28.2 (85.9)23.9 30.1 29.7 (110.6)26.6 
Combined ratio120.2 %96.4 (65.9)105.1 117.4 125.4 (86.8)116.0 
Underwriting income (loss)$(11.5)1.6 4.6 (5.3)(7.8)(8.9)3.6 (13.1)
Note: Amounts may not foot due to rounding.

Page 9


Selective Insurance Group, Inc. & Consolidated Subsidiaries

EXCESS AND SURPLUS LINES
STATEMENT OF OPERATIONS AND SUPPLEMENTAL DATA
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions)20242023202320232023
Underwriting results
Net premiums written$125.0 120.2 111.6 105.7 101.2 
Change in net premiums written, from comparable prior year period24 %36 25 20 16 
Net premiums earned$113.0 108.1 101.4 92.3 88.9 
Losses and loss expenses incurred64.1 49.7 52.6 62.6 46.9 
Net underwriting expenses incurred34.9 32.7 32.4 30.2 28.6 
GAAP underwriting income (loss)$14.0 25.7 16.4 (0.6)13.3 
Net catastrophe losses$4.9 (0.7)3.5 16.3 5.6 
(Favorable) unfavorable prior year casualty reserve development— — — — (5.0)
Underwriting ratios
Loss and loss expense ratio56.7 %45.9 51.9 67.9 52.8 
Underwriting expense ratio30.9 30.3 32.0 32.8 32.2 
Combined ratio87.6 %76.2 83.9 100.7 85.0 
Net catastrophe losses4.3 pts(0.7)3.5 17.6 6.3 
(Favorable) unfavorable prior year casualty reserve development— — — — (5.6)
Combined ratio before net catastrophe losses83.3 %76.9 80.4 83.1 78.7 
Combined ratio before net catastrophe losses and prior year casualty development83.3 %76.9 80.4 83.1 84.3 
Other Statistics
Non-catastrophe property loss and loss expenses$14.3 7.3 7.5 8.1 8.9 
Non-catastrophe property loss and loss expenses12.6 pts6.8 7.4 8.8 10.1 
Direct new business$67.4 61.5 55.2 50.0 42.9 
Renewal pure price increases5.2 %6.1 6.6 7.5 7.4 
Note: Amounts may not foot due to rounding.

Page 10


Selective Insurance Group, Inc. & Consolidated Subsidiaries

EXCESS & SURPLUS LINES
GAAP LINE OF BUSINESS RESULTS
(Unaudited)

Quarter ended March 31, 2024Quarter ended March 31, 2023
($ in millions)CasualtyPropertyTotalCasualtyPropertyTotal
Net premiums written$77.1 47.9 125.0 68.7 32.5 101.2 
Net premiums earned71.6 41.4 113.0 60.8 28.0 88.9 
Loss and loss expense ratio62.7 %46.4 56.7 53.3 51.8 52.8 
Underwriting expense ratio31.0 30.7 30.9 32.3 31.9 32.2 
Combined ratio93.7 %77.1 87.6 85.6 83.7 85.0 
Underwriting income (loss)$4.5 9.5 14.0 8.8 4.6 13.3 
Note: Amounts may not foot due to rounding.


Page 11


Selective Insurance Group, Inc. & Consolidated Subsidiaries

CONSOLIDATED INVESTMENT INCOME
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions)20242023202320232023
Net investment income
Fixed income securities
Taxable$91.4 88.8 86.7 80.4 75.4 
Tax-exempt2.7 3.1 3.4 3.6 4.7 
Total fixed income securities94.1 91.9 90.0 83.9 80.1 
Commercial mortgage loans2.8 2.7 2.5 2.2 2.0 
Equity securities4.9 3.9 2.1 2.2 1.2 
Alternative investments6.9 1.1 6.5 11.4 7.8 
Other investments0.3 0.1 0.3 0.2 — 
Short-term investments3.5 3.3 3.9 2.9 4.7 
Investment income112.5 103.0 105.3 102.8 95.7 
Investment expenses(4.6)(4.4)(4.4)(5.1)(4.2)
Investment tax expense(22.2)(20.1)(20.6)(19.9)(18.5)
Total net investment income, after-tax$85.6 78.4 80.2 77.8 73.1 
Net realized and unrealized investment gains (losses), pre-tax$(1.6)5.4 (6.9)(5.4)3.3 
Change in unrealized gains (losses) recognized in other comprehensive income, pre-tax$(16.1)275.4 (127.5)(58.2)84.9 
Average investment yields
Fixed income investments, pre-tax5.0 %5.1 5.1 4.9 4.7 
Fixed income investments, after-tax4.0 4.0 4.1 3.9 3.8 
Total portfolio, pre-tax4.9 %4.7 4.9 4.9 4.6 
Total portfolio, after-tax3.9 3.7 3.9 3.9 3.7 
Effective tax rate on net investment income20.6 %20.4 20.5 20.4 20.2 
New money purchase rates for fixed income investments, pre-tax5.8 6.7 6.4 5.9 5.5 
New money purchase rates for fixed income investments, after-tax4.6 5.3 5.0 4.6 4.4 
Effective duration of fixed income investments including short-term (in years)4.0 4.0 4.1 4.0 4.1 
Note: Amounts may not foot due to rounding.
Page 12


Selective Insurance Group, Inc. & Consolidated Subsidiaries

CONSOLIDATED COMPOSITION OF INVESTED ASSETS
(Unaudited)

Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
20242023202320232023
($ in millions)AmountPercentAmountPercentAmountPercentAmountPercentAmountPercent
Fixed income securities, at fair value$7,602.7 87 %7,521.1 87 7,049.0 86 7,054.7 87 6,988.0 87 
Commercial mortgage loans, at fair value197.8 178.9 171.4 163.1 147.5 
Total fixed income investments7,800.5 89 7,700.0 89 7,220.4 88 7,217.8 89 7,135.6 89 
Short-term investments247.9 309.3 315.0 319.5 302.8 
Total fixed income and short-term investments8,048.4 92 8,009.3 92 7,535.4 92 7,537.2 93 7,438.3 93 
Equity securities, at fair value194.3 187.2 125.6 121.6 132.2 
Alternative investments402.7 395.8 446.8 389.2 380.0 
Other investments89.0 91.2 72.2 71.5 68.1 
Total investments$8,734.3 100  %8,683.5 100 8,180.0 100 8,119.6 100 8,018.7 100 
Fixed income investments, at carry value
U.S. government obligations$141.8 %205.0 226.7 293.0 343.4 
Foreign government obligations9.2 — 9.8 — 9.3 — 9.8 — 9.9 — 
Obligations of state and political subdivisions539.0 586.0 614.8 658.0 682.1 10 
Corporate securities2,815.3 36 2,733.9 35 2,463.4 34 2,408.6 33 2,472.6 35 
Collateralized loan obligations and other asset-backed securities1,897.1 24 1,834.8 24 1,713.7 24 1,634.3 23 1,530.1 21 
Residential mortgage-backed securities 1,512.0 19 1,477.5 19 1,384.5 19 1,407.8 19 1,301.7 18 
Commercial mortgage-backed securities 689.4 674.8 638.0 644.4 649.4 
Commercial mortgage loans208.0 188.4 185.9 175.5 157.2 
Total fixed income investments$7,811.8 100  %7,710.3 100 7,236.3 100 7,231.4 100 7,146.4 100 
Expected maturities of fixed income investments at carry value
Due in one year or less$607.9 %526.6 446.4 385.6 362.4 
Due after one year through five years3,558.5 45 3,569.2 46 3,308.7 46 3,163.1 44 3,151.2 44 
Due after five years through 10 years2,882.5 37 2,862.5 37 2,511.0 35 2,956.0 41 2,861.0 40 
Due after 10 years762.9 10 751.9 10 970.1 13 726.7 10 771.8 11 
Total fixed income investments$7,811.8 100  %7,710.3 100 7,236.3 100 7,231.4 100 7,146.4 100 
Weighted average credit quality of fixed income and short-term investments
Investment grade credit quality$7,747.0 96 %7,721.4 96 7,250.8 96 7,257.9 96 7,167.0 96 
Non-investment grade credit quality301.4 287.9 284.6 279.3 271.3 
Total fixed income and short-term investments, at fair value$8,048.4 100  %8,009.3 100 7,535.4 100 7,537.2 100 7,438.3 100 
Weighted average credit quality of fixed income and short-term investments A+ AA-A+AA-AA-
Alternative investmentsMarch 31, 2024
Current
Number ofOriginalRemainingMarket
StrategyFundsCommitmentCommitmentValue
Private equity61 $410.2 138.0 306.4 
Private credit18 154.9 90.6 53.4 
Real assets10 72.5 31.1 42.9 
Total89 $637.7 259.7 402.7 
Note: Amounts may not foot due to rounding.
Page 13


Selective Insurance Group, Inc. & Consolidated Subsidiaries
CREDIT QUALITY OF INVESTED ASSETS
(Unaudited)

At March 31, 2024 Credit Rating
($ in millions)Amortized CostFair
Value
% of Invested AssetsYield to WorstEffective Duration in YearsAverage Life in YearsAAAAAABBBNon-Investment GradeNot Rated
Fixed income investments:
U.S. government obligations161 142 1.6 4.8 6.4 9.4 — 142 — — — — 
Foreign government obligations11 0.1 5.4 5.7 6.8 — — 
State and municipal obligations570 539 6.2 4.3 5.3 7.1 77 242 203 18 — — 
Corporate securities2,951 2,814 32.2 5.7 4.4 5.8 49 287 1,245 1,041 191 
Mortgage-backed securities:
Residential mortgage-backed securities ("RMBS"):
Agency RMBS1,112 1,031 11.8 5.1 5.4 8.1 — 1,031 — — — — 
Non-agency RMBS512 481 5.5 6.1 4.1 6.0 422 36 22 — — — 
Total RMBS1,624 1,512 17.3 5.5 5.0 7.4 423 1,067 22    
Commercial mortgage-backed securities ("CMBS")
Agency CMBS185 177 2.0 5.0 4.3 5.5 35 141 — — — — 
Non-agency CMBS543 513 5.9 6.5 3.2 4.0 463 30 20 — — — 
Total CMBS728 689 7.9 6.1 3.5 4.3 499 171 20 — — — 
Total mortgage-backed securities2,352 2,201 25.2 5.7 4.5 6.5 921 1,237 42    
Collateralized loan obligations ("CLO") and other asset-backed securities ("ABS"):
Auto166 167 1.9 6.1 2.2 2.3 160 — — — 
Aircraft46 41 0.5 8.9 2.7 3.1 — — 20 16 — 
CLOs842 815 9.3 8.5 1.2 2.4 397 263 45 40 57 14 
Credit cards17 17 0.2 4.7 2.3 2.4 16 — — — — 
Other ABS887 857 9.8 6.4 4.5 5.8 266 124 370 66 22 
Total CLOs and ABS1,959 1,897 21.7 7.3 2.8 3.9 838 392 439 122 69 37 
Total securitized assets4,310 4,098 46.9 6.4 3.7 5.3 1,759 1,629 481 123 69 37 
Commercial mortgage loans208 198 2.3 5.3 3.4 5.0 — 11 78 106 — 
Total fixed income investments8,212 7,800 89.3 6.0 4.1 5.7 1,885 2,312 2,012 1,291 263 38 
Short-term investments248 248 2.8 5.3 0.00.0247 — — — — 
Total fixed income and short-term investments8,460 8,048 92.1 5.9 4.05.52,132 2,312 2,012 1,291 263 38 
Total fixed income securities and short-term investments by credit rating percentage26.5 %28.7 %25.0 %16.0 %3.3 % %
Equity securities:
Common stock(1)
188 193 2.2 — — — — — — — — 193 
Preferred stock— — — — — — — — — 
Total equity securities190 194 2.2       2  193 
Alternative investments
Private equity306 306 3.5 — — — — — — — — 306 
Private credit53 53 0.6 — — — — — — — — 53 
Real assets43 43 0.5 — — — — — — — — 43 
Total alternative investments403 403 4.6 — — — — — — — — 403 
Other investments 89 89 1.0 — — — — — — — — 89 
Total invested assets$9,141 $8,734 100.0 %   $2,132 $2,312 $2,012 $1,293 $263 $722 
(1) Includes investments in exchange traded funds, mutual funds, business development corporations, and real estate investment trusts.
Note: Amounts may not foot due to rounding.
Page 14


Selective Insurance Group, Inc. & Consolidated Subsidiaries

RECONCILIATION OF NET INCOME AVAILABLE TO COMMON STOCKHOLDERS TO NON-GAAP OPERATING INCOME AND CERTAIN OTHER NON-GAAP MEASURES
(Unaudited)

Quarter ended
Mar. 31,Dec. 31,Sept. 30,June 30,Mar. 31,
($ in millions, except per share data)20242023202320232023
Reconciliation of net income available to common stockholders to non-GAAP operating income
Net income available to common stockholders$80.2 122.5 86.9 56.3 90.3 
Net realized and unrealized investment (gains) losses included in net income, before tax1.6 (5.4)6.9 5.4 (3.3)
Tax on reconciling items(0.3)1.1 (1.4)(1.1)0.7 
Non-GAAP operating income $81.5 118.3 92.3 60.6 87.6 
Reconciliation of net income available to common stockholders per diluted common share to non-GAAP operating income per diluted common share
Net income available to common stockholders per diluted common share$1.31 2.01 1.42 0.92 1.48 
Net realized and unrealized investment (gains) losses included in net income, before tax0.03 (0.09)0.11 0.09 (0.05)
Tax on reconciling items(0.01)0.02 (0.02)(0.02)0.01 
Non-GAAP operating income per diluted common share $1.33 1.94 1.51 0.99 1.44 
Reconciliation of ROE to non-GAAP operating ROE
ROE11.5 %18.9 14.1 9.1 15.1 
Net realized and unrealized investment (gains) losses included in net income, before tax0.2 (0.8)1.1 0.9 (0.6)
Tax on reconciling items— 0.1 (0.2)(0.2)0.1 
Non-GAAP operating ROE11.7 %18.2 15.0 9.8 14.6 
Reconciliation of book value per common share to adjusted book value per common share
Book value per common share$46.17 45.42 40.35 40.81 40.82 
Total unrealized investment (gains) losses included in accumulated other comprehensive income (loss), before tax
6.08 5.83 10.38 8.27 7.32 
Tax on reconciling items(1.28)(1.22)(2.19)(1.74)(1.53)
Adjusted book value per common share$50.97 50.03 48.54 47.34 46.61 
Non-GAAP operating income, non-GAAP operating income per diluted common share, and non-GAAP operating return on common equity are measures comparable to net income available to common stockholders, net income available to common stockholders per diluted common share, and return on common equity, respectively, but excludes after-tax net realized and unrealized gains and losses on investments included in net income. Adjusted book value per common share is a measure 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 used as important financial measures by management, 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 gains and losses on investments could distort the analysis of trends. These operating measurements are not intended as a substitute for net income available to common stockholders, net income available to common stockholders per diluted common share, return on common equity, and book value per common share prepared in accordance with U.S. generally accepted accounting principles (GAAP). Reconciliations of net income available to common stockholders, net income available to common stockholders per diluted common share, return on common equity, and book value per common share to non-GAAP operating income, non-GAAP operating income per diluted common share, non-GAAP operating return on common equity, and adjusted book value per common share, respectively, are provided in the tables above.
Note: Amounts may not foot due to rounding.
Page 15


Selective Insurance Group, Inc. & Consolidated Subsidiaries

RATINGS AND CONTACT INFORMATION

Address:As of March 31, 2024
40 Wantage AvenueAM BestStandard & Poor'sMoody'sFitch
Branchville, NJ 07890Financial Strength Ratings:A+AA2A+
Preferred Stock Rating:n/aBB+Ba1BBB-
Corporate Website:Long-Term Debt Credit Rating:a-BBBBaa2BBB+
www.Selective.com
Investor Contact:REGISTRAR AND TRANSFER AGENT
Brad B. WilsonEQ Shareowner Services
Senior Vice PresidentP.O. Box 64854
Investor Relations & TreasurerSt. Paul, MN 55164
Phone: 973-948-1283866-877-6351
Brad.Wilson@Selective.com
Media Contact:
Jamie M. Beal
Vice President
Director of Communications
Phone: 973-948-1234
Jamie.Beal@Selective.com

Page 16