Reserve for Loss and Loss Expense | Reserve for Loss and Loss Expense (a) The table below provides a roll forward of reserves for loss and loss expense for beginning and ending reserve balances: ($ in thousands) 2021 2020 2019 Gross reserves for loss and loss expense, at beginning of year $ 4,260,355 4,067,163 3,893,868 Less: reinsurance recoverable on unpaid loss and loss expense, at beginning of year 1 554,269 547,066 537,388 Net reserves for loss and loss expense, at beginning of year 3,706,086 3,520,097 3,356,480 Incurred loss and loss expense for claims occurring in the: Current year 1,896,837 1,708,755 1,601,780 Prior years (82,853) (72,932) (50,289) Total incurred loss and loss expense 1,813,984 1,635,823 1,551,491 Paid loss and loss expense for claims occurring in the: Current year 676,331 642,586 579,527 Prior years 841,477 807,248 805,443 Total paid loss and loss expense 1,517,808 1,449,834 1,384,970 Net reserves for loss and loss expense, at end of year 4,002,262 3,706,086 3,523,001 Add: Reinsurance recoverable on unpaid loss and loss expense, at end of year 578,641 554,269 544,162 Gross reserves for loss and loss expense at end of year $ 4,580,903 4,260,355 4,067,163 1 2020 includes an adjustment of $2.9 million related to our adoption of ASU 2016-13, Financial Instruments - Credit Losses. Our net loss and loss expense reserves increased by $296.2 million in 2021, $183.1 million in 2020, and $166.5 million in 2019. The loss and loss expense reserves are net of anticipated recoveries for salvage and subrogation claims, which amounted to $87.0 million for 2021, $80.9 million for 2020, and $76.7 million for 2019. The increase in net loss and loss expense reserves in 2021 was primarily driven by increases in exposure due to premium growth. This increase in our net loss and loss expense reserves was partially offset by favorable prior year loss reserve development. In 2021, we experienced overall net favorable prior year loss reserve development of $82.9 million, compared to $72.9 million in 2020 and $50.3 million in 2019. The following table summarizes the prior year reserve development by line of business: (Favorable)/Unfavorable Prior Year Development ($ in millions) 2021 2020 2019 General Liability $ (29.0) (35.0) (5.0) Commercial Automobile 13.3 7.1 0.7 Workers Compensation (58.0) (60.0) (68.0) Businessowners' Policies (0.4) 3.9 1.9 Commercial Property (2.6) 9.2 5.1 Homeowners 1.8 7.7 7.5 Personal Automobile (0.2) (1.8) 4.4 E&S Casualty Lines (7.0) — 2.0 E&S Property Lines (0.8) (4.0) 1.0 Other — — 0.1 Total $ (82.9) (72.9) (50.3) The Insurance Subsidiaries had $82.9 million of favorable prior accident year reserve development during 2021, which included $81.0 million of net favorable casualty reserve development and $1.9 million of favorable property reserve development. The net favorable casualty reserve development was largely driven by the workers compensation and general liability lines of business. Workers compensation was impacted by continued favorable medical trends in accident years 2019 and prior, and general liability development was attributable to lower loss severities in accident years 2018 and prior. In addition, our E&S casualty lines experienced favorable reserve development of $7.0 million in 2021. Partially offsetting this net favorable reserve development was $15.0 million of unfavorable casualty reserve development in the commercial auto line of business ($13.3 million net of property reserve development), driven by unfavorable reserve development on loss severities in accident years 2016 through 2019. The Insurance Subsidiaries had $72.9 million of favorable prior accident year reserve development during 2020, which included $85.0 million of net favorable casualty reserve development and $12.1 million of unfavorable property reserve development. The net favorable casualty reserve development was largely driven by the workers compensation and general liability lines of business. Workers compensation was impacted by continued favorable medical trends in accident years 2018 and prior, and general liability development was attributable to lower loss severities in accident years 2017 and prior. Partially offsetting this net favorable reserve development was $10.0 million of unfavorable casualty reserve development in the commercial auto line of business ($7.1 million net of property reserve development), driven by unfavorable reserve development on loss severities in accident years 2016 through 2019, and higher than expected frequencies in accident year 2019. The Insurance Subsidiaries had $50.3 million of favorable prior accident year reserve development during 2019, which included $61.0 million of net favorable casualty reserve development and $10.7 million of unfavorable property reserve development. The net favorable casualty reserve development was largely driven by the workers compensation line of business, reflecting continued favorable medical trends in accident years 2017 and prior. (b) We have exposure to abuse or molestation claims within our general liability line of business, primarily through insurance policies that we issue to schools, religious institutions, daycares, and other social services. We also have exposure to abuse or molestation claims from recently enacted state laws that extend the statute of limitations or permit windows to be opened for abuse or molestation claims and lawsuits that were previously barred by statutes of limitations. The emergence of these claims is slow and highly unpredictable. There are significant uncertainties in estimating our exposure to abuse or molestation claims (for both case and IBNR reserves) resulting from (i) lack of relevant historical data, (ii) the delayed and inconsistent reporting patterns associated with these claims, (iii) the obligation of an insurer to defend a claim, (iv) the extent to which a party can prove the existence of coverage, and (v) uncertainty as to the number and identity of claimants. It is possible, as a result, that we may receive claims decades after the allegations occurred from coverages provided by us, including predecessor companies, that will require complex claims coverage determinations, potential litigation, and the need to collect from reinsurers under older reinsurance agreements. (c) Reserves established for liability insurance include exposure to asbestos and environmental claims. These claims have arisen primarily from insured exposures in municipal government, small non-manufacturing commercial risk, and homeowners policies. The emergence of these claims is slow and highly unpredictable. There are significant uncertainties in estimating our exposure to asbestos and environmental claims (for both case and IBNR reserves) resulting from (i) lack of relevant historical data, (ii) the delayed and inconsistent reporting patterns associated with these claims, and (iii) uncertainty as to the number and identity of claimants and complex legal and coverage issues. Legal issues that arise in asbestos and environmental cases include federal or state venue, choice of law, causation, admissibility of evidence, allocation of damages and contribution among joint defendants, successor and predecessor liability, and whether direct action against insurers can be maintained. Coverage issues that arise in asbestos and environmental cases include the interpretation and application of policy exclusions, the determination and calculation of policy limits, the determination of the ultimate amount of a loss, the extent to which a loss is covered by a policy, if at all, the obligation of an insurer to defend a claim, and the extent to which a party can prove the existence of coverage. Courts have reached different and sometimes inconsistent conclusions on these legal and coverage issues. Traditional accident year loss development methods cannot be applied because past loss history is not necessarily indicative of future behavior. Instead, we review the experience by calendar year and rely on alternative metrics, such as paid and incurred survival ratios. As a result, reserves for asbestos and environmental require a high degree of judgment. Because of the significant uncertainty in the estimate, we do not calculate an asbestos and environmental loss range. The following table details our loss and loss expense reserves for various asbestos and environmental claims showing gross and net of reinsurance: 2021 ($ in millions) Gross Net Asbestos $ 6.1 4.9 Landfill sites 12.1 7.6 Underground storage tanks 9.6 8.6 Total $ 27.8 21.1 Historically, our asbestos and environmental claims have been significantly lower in volume than many other Standard Commercial Lines carriers since, prior to the introduction of the absolute pollution exclusion endorsement in the mid-1980’s, we primarily wrote Standard Personal Lines, and therefore, our exposure to asbestos and environmental claims has been limited. The following table provides a roll forward of asbestos and environmental incurred loss and loss expense and related reserves thereon showing gross and net of reinsurance: 2021 2020 2019 ($ in thousands) Gross Net Gross Net Gross Net Asbestos Reserves for loss and loss expense at beginning of year $ 6,254 5,023 6,288 5,057 7,328 6,097 Incurred loss and loss expense 51 51 320 320 (375) (375) Less: loss and loss expense paid (190) (190) (354) (354) (665) (665) Reserves for loss and loss expense at the end of year $ 6,115 4,884 6,254 5,023 6,288 5,057 Environmental Reserves for loss and loss expense at beginning of year $ 22,276 16,398 22,413 16,532 22,692 16,686 Incurred loss and loss expense (613) (14) (447) (474) 723 609 Less: loss and loss expense paid (5) (193) 310 340 (1,002) (763) Reserves for loss and loss expense at the end of year $ 21,658 16,191 22,276 16,398 22,413 16,532 Total Asbestos and Environmental Claims Reserves for loss and loss expense at beginning of year $ 28,530 21,421 28,701 21,589 30,020 22,783 Incurred loss and loss expense (562) 37 (127) (154) 348 234 Less: loss and loss expense paid (195) (383) (44) (14) (1,667) (1,428) Reserves for loss and loss expense at the end of year $ 27,773 21,075 28,530 21,421 28,701 21,589 (d) The following is information about incurred and paid claims development as of December 31, 2021, net of reinsurance, as well as cumulative claim frequency and the associated IBNR liabilities. During the experience period we implemented a series of underwriting and claims-related initiatives, including claims management changes. These initiatives focused on general underwriting and claims improvements occurring naturally through our portfolio and may impact some relationships in the tables below. As a result, several historical patterns have changed and may no longer be appropriate to use as the sole basis for projections. All Lines (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 1,065,437 1,071,290 1,020,655 998,028 973,089 973,644 973,411 968,536 962,091 962,678 36,108 104,515 2013 1,044,142 1,062,045 1,047,230 1,021,007 1,002,316 987,763 984,858 973,739 957,958 40,736 91,756 2014 1,107,513 1,133,798 1,146,990 1,124,014 1,104,218 1,100,208 1,089,529 1,094,367 48,550 95,610 2015 1,114,081 1,130,513 1,144,830 1,138,313 1,119,441 1,108,860 1,103,592 56,165 94,874 2016 1,188,608 1,203,634 1,227,142 1,199,734 1,180,829 1,171,273 90,598 95,559 2017 1,270,110 1,313,372 1,313,585 1,288,526 1,268,941 122,313 99,424 2018 1,413,800 1,461,603 1,457,415 1,441,303 222,464 106,569 2019 1,483,945 1,523,041 1,526,566 383,970 103,271 2020 1,591,972 1,587,607 562,065 93,515 2021 1,784,661 932,590 89,801 Total 12,898,946 All Lines (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 378,067 555,819 651,544 743,742 810,135 856,195 879,372 898,269 905,816 913,478 2013 335,956 518,872 644,475 748,758 833,823 872,331 891,841 904,825 911,657 2014 405,898 614,075 736,154 855,959 936,425 981,868 1,002,157 1,020,961 2015 376,641 581,203 725,385 845,868 929,222 967,857 1,000,509 2016 387,272 617,958 764,331 892,390 983,852 1,025,264 2017 433,440 678,453 829,134 954,792 1,050,258 2018 511,271 779,466 942,893 1,083,556 2019 510,091 781,462 949,996 2020 572,302 831,976 2021 609,889 Total 9,397,544 All outstanding liabilities before 2012, net of reinsurance 372,496 Liabilities for loss and loss expenses, net of reinsurance 3,873,898 General Liability (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 238,979 245,561 215,083 194,144 175,305 175,268 180,659 182,085 178,285 179,197 12,796 10,052 2013 250,609 251,421 239,776 225,709 210,785 203,831 202,697 195,697 192,782 15,661 10,433 2014 244,312 249,946 257,132 239,333 234,082 237,125 229,679 230,247 21,413 10,677 2015 254,720 245,710 246,990 233,249 219,204 214,176 211,768 25,873 10,532 2016 277,214 272,048 277,986 263,245 252,733 246,643 41,647 10,763 2017 293,747 293,128 301,384 289,883 278,607 67,475 11,219 2018 317,934 336,326 345,224 332,013 126,438 11,641 2019 347,150 356,363 358,301 196,836 11,264 2020 361,554 360,302 252,458 9,076 2021 422,748 356,223 8,260 Total 2,812,608 General Liability (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 13,030 35,241 56,580 89,008 109,448 130,866 144,451 156,186 158,397 162,516 2013 12,789 35,113 72,127 104,587 139,114 153,628 163,764 169,847 172,983 2014 14,901 46,825 79,972 121,969 154,957 179,192 187,352 198,772 2015 14,665 39,978 78,668 116,804 144,216 157,071 173,697 2016 15,684 46,549 89,431 133,757 164,136 181,770 2017 17,366 49,470 92,355 131,980 167,002 2018 19,531 60,784 108,421 155,538 2019 18,097 58,284 100,206 2020 21,858 58,699 2021 28,069 Total 1,399,252 All outstanding liabilities before 2012, net of reinsurance 102,433 Liabilities for loss and loss expenses, net of reinsurance 1,515,789 Workers Compensation (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 203,864 208,036 199,360 195,197 188,596 187,359 183,314 178,774 177,658 177,706 20,697 11,628 2013 199,794 194,318 187,658 173,160 166,662 162,787 159,767 157,645 153,436 20,638 11,384 2014 199,346 187,065 182,579 172,515 164,420 160,646 159,604 161,021 21,285 10,495 2015 193,729 194,639 183,604 179,642 176,242 172,572 170,577 20,748 10,554 2016 196,774 184,946 176,248 166,009 156,540 155,210 24,850 10,585 2017 195,202 184,306 175,853 162,672 154,159 25,096 10,809 2018 193,894 193,818 181,151 173,428 34,218 11,129 2019 188,625 188,596 174,912 44,549 10,307 2020 168,643 168,594 61,878 7,495 2021 185,198 111,451 8,089 Total 1,674,241 Workers Compensation (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 40,911 86,909 108,211 122,755 132,052 139,477 143,281 146,739 148,750 151,273 2013 36,829 74,568 96,376 109,739 118,669 124,130 126,822 129,224 130,467 2014 35,924 78,944 100,876 113,626 119,392 124,077 127,858 130,726 2015 33,857 77,320 98,195 112,601 120,097 124,046 129,019 2016 34,525 78,531 98,037 109,166 115,159 119,800 2017 40,375 82,216 100,645 110,645 116,426 2018 41,122 84,780 105,903 119,904 2019 37,826 77,878 100,812 2020 29,559 68,277 2021 32,918 Total 1,099,622 All outstanding liabilities before 2012, net of reinsurance 241,987 Liabilities for loss and loss expenses, net of reinsurance 816,606 Commercial Automobile (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 179,551 191,947 183,527 184,289 184,367 186,128 184,633 185,357 184,477 184,411 467 24,431 2013 188,289 205,282 209,197 207,994 210,410 207,975 209,602 208,040 207,554 595 26,053 2014 200,534 212,725 216,824 219,925 218,172 217,334 216,461 214,992 875 28,079 2015 220,994 240,958 253,074 259,495 260,565 261,386 262,054 1,826 29,837 2016 255,187 274,367 285,302 285,304 290,359 291,674 3,226 31,754 2017 301,274 329,389 324,291 322,197 326,461 10,110 33,066 2018 347,908 352,487 345,547 350,310 23,671 35,714 2019 385,212 398,346 404,854 63,122 36,079 2020 381,654 381,163 121,558 30,095 2021 483,831 232,070 34,461 Total 3,107,304 Commercial Automobile (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 73,316 105,371 127,235 148,669 168,114 176,656 179,501 181,353 183,098 183,365 2013 76,469 109,893 140,015 169,850 189,626 200,750 202,622 205,064 206,162 2014 80,810 117,169 148,884 180,701 202,821 209,655 212,481 213,689 2015 91,347 132,260 175,866 211,515 238,142 249,905 255,600 2016 106,022 155,720 200,701 233,939 264,858 277,242 2017 117,287 178,823 220,422 262,349 296,600 2018 134,867 193,788 243,713 291,725 2019 149,538 221,590 283,410 2020 139,016 198,034 2021 187,200 Total 2,393,027 All outstanding liabilities before 2012, net of reinsurance 3,427 Liabilities for loss and loss expenses, net of reinsurance 717,704 Businessowners' Policies (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 54,342 48,029 46,303 44,172 44,077 43,747 43,418 43,717 43,444 43,534 198 5,545 2013 49,617 42,618 41,005 40,624 41,369 39,709 39,699 39,358 38,930 120 3,483 2014 55,962 60,949 62,548 59,806 58,517 58,093 57,302 57,483 746 4,067 2015 52,871 53,768 57,245 55,925 54,454 52,325 52,200 801 3,967 2016 52,335 53,792 54,993 53,835 53,367 53,147 1,010 3,851 2017 46,624 48,698 51,524 48,067 43,606 2,642 3,892 2018 55,024 57,202 62,427 60,393 7,655 4,256 2019 53,531 59,466 64,667 11,556 3,616 2020 71,836 73,680 11,225 5,364 2021 66,312 21,947 3,078 Total 553,952 Businessowners' Policies (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 22,199 31,833 35,089 37,215 38,766 40,627 41,326 41,356 42,075 42,061 2013 17,412 26,592 30,845 34,760 37,993 38,464 39,085 39,212 39,440 2014 28,914 40,584 44,911 49,460 52,940 55,458 55,708 55,729 2015 24,189 36,014 42,710 46,571 49,073 49,839 50,005 2016 24,655 36,848 39,973 45,308 48,786 50,536 2017 21,865 31,337 36,950 40,359 39,940 2018 29,995 39,791 44,316 48,144 2019 27,718 41,587 46,113 2020 43,376 57,210 2021 34,412 Total 463,590 All outstanding liabilities before 2012, net of reinsurance 9,139 Liabilities for loss and loss expenses, net of reinsurance 99,501 Commercial Property (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 118,464 114,224 115,375 116,658 117,102 117,170 117,225 117,220 117,200 117,277 4 8,519 2013 88,101 90,639 90,103 90,005 90,436 90,278 90,218 90,486 90,461 3 5,715 2014 141,192 136,249 136,820 138,751 138,155 136,212 136,237 136,151 10 6,517 2015 110,270 109,513 111,750 111,566 112,496 112,582 112,937 12 6,407 2016 121,927 126,185 125,937 124,487 123,567 123,005 23 6,743 2017 138,773 149,106 149,044 153,664 154,119 54 6,904 2018 183,177 190,834 192,558 194,016 98 8,289 2019 173,826 177,075 179,574 530 7,300 2020 232,060 225,278 4,314 10,116 2021 246,319 36,186 7,153 Total 1,579,137 Commercial Property (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 81,528 108,834 111,503 114,699 116,291 116,625 116,671 116,674 116,673 116,755 2013 60,244 87,874 90,446 90,350 90,840 90,696 90,646 90,917 90,891 2014 101,131 132,909 136,634 137,883 137,418 136,008 135,928 136,141 2015 79,048 106,182 109,829 110,994 110,969 112,117 112,410 2016 83,966 118,789 122,930 123,828 123,601 122,909 2017 99,047 142,338 148,589 152,018 153,750 2018 135,416 184,813 192,698 193,487 2019 130,891 172,768 177,825 2020 164,613 215,107 2021 161,757 Total 1,481,032 All outstanding liabilities before 2012, net of reinsurance 99 Liabilities for loss and loss expenses, net of reinsurance 98,204 Personal Automobile (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 113,771 114,921 109,832 109,324 110,294 110,300 109,795 109,701 109,634 109,546 5 22,333 2013 108,417 109,620 106,225 106,703 107,759 107,680 107,916 107,803 107,754 72 22,376 2014 102,250 109,325 106,757 107,452 106,821 107,104 107,106 107,566 79 22,509 2015 96,387 99,698 100,214 99,570 98,718 98,588 98,596 109 20,865 2016 92,727 98,032 100,202 101,140 99,544 99,858 357 19,826 2017 101,880 105,139 103,653 103,260 103,557 447 20,744 2018 111,594 113,569 112,030 112,418 2,100 22,682 2019 114,043 115,688 115,993 5,649 22,845 2020 95,625 94,532 17,790 17,501 2021 108,244 28,461 18,931 Total 1,058,064 Personal Automobile (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 63,704 82,729 94,842 102,977 107,890 109,355 109,447 109,482 109,554 109,539 2013 61,384 80,861 92,637 100,528 105,131 106,679 106,876 107,419 107,423 2014 62,519 83,739 92,589 99,173 104,055 105,709 106,478 107,108 2015 58,725 76,470 87,163 92,102 95,997 97,275 97,761 2016 57,961 76,823 86,752 94,372 98,080 98,977 2017 62,854 82,730 91,479 97,628 100,521 2018 69,721 89,628 99,982 107,026 2019 69,699 92,162 102,930 2020 53,407 68,691 2021 65,325 Total 965,301 All outstanding liabilities before 2012, net of reinsurance 5,713 Liabilities for loss and loss expenses, net of reinsurance 98,476 Homeowners (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 87,260 82,744 86,560 86,667 86,271 86,330 86,483 86,567 86,519 86,533 35 16,944 2013 73,670 72,528 71,494 72,145 71,714 72,148 72,318 71,948 71,955 38 7,750 2014 80,111 82,461 83,637 83,844 83,539 83,824 83,525 83,830 32 8,775 2015 76,637 76,400 76,559 74,723 74,978 74,673 74,682 478 7,750 2016 60,105 60,931 62,391 61,723 61,735 60,855 465 6,895 2017 59,167 67,978 70,365 70,064 68,938 570 7,386 2018 62,961 68,526 69,832 68,931 1,289 7,607 2019 64,306 72,772 73,816 3,027 7,001 2020 109,033 112,523 4,829 9,791 2021 82,425 15,963 6,298 Total 784,488 Homeowners (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Year Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 69,056 79,584 82,720 84,250 85,196 85,562 85,642 85,897 85,899 85,918 2013 50,664 65,528 67,838 69,775 71,776 72,197 72,433 72,446 72,447 2014 61,561 76,007 79,751 81,664 82,583 82,836 82,831 83,321 2015 52,589 70,078 72,202 72,927 74,079 74,052 74,096 2016 42,252 57,333 59,546 60,082 61,187 60,449 2017 45,466 63,290 67,193 67,767 68,078 2018 49,430 64,137 65,348 66,634 2019 49,680 67,631 69,911 2020 83,838 105,690 2021 59,054 Total 745,598 All outstanding liabilities before 2012, net of reinsurance 5,438 Liabilities for loss and loss expenses, net of reinsurance 44,328 E&S Casualty Lines (in thousands, except for claim counts) Incurred Loss and Allocated Loss Expenses, Net of Reinsurance As of December 31, 2021 Accident Year Unaudited IBNR Cumulative Number of Reported Claims 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 42,367 $ 42,621 43,175 46,149 46,165 45,988 46,444 44,622 44,348 44,083 1,911 2,064 2013 55,468 60,309 67,099 69,112 67,647 68,972 68,451 68,029 60,349 3,637 2,310 2014 55,316 63,505 69,929 71,719 71,206 71,153 70,846 74,270 4,115 2,131 2015 75,498 76,432 82,404 90,488 90,355 90,126 87,662 6,293 2,875 2016 94,451 96,416 104,655 105,120 104,730 102,476 19,208 2,968 2017 91,438 95,783 99,866 99,395 99,960 16,217 2,797 2018 98,324 103,004 103,184 104,983 25,673 2,762 2019 117,087 118,298 117,736 56,323 2,553 2020 103,872 103,137 71,650 1,595 2021 128,099 111,132 1,223 Total 922,755 E&S Casualty Lines (in thousands) Cumulative Paid Loss and Allocated Loss Expenses, Net of Reinsurance Accident Unaudited 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2012 $ 3,722 $ 7,914 16,430 25,064 32,343 36,278 38,298 39,832 40,615 41,299 2013 2,715 9,470 21,980 35,200 46,108 51,142 54,974 55,988 57,152 2014 2,353 12,234 25,571 43,877 53,780 60,092 64,698 66,661 2015 3,036 13,057 29,389 50,712 64,529 71,421 75,844 2016 3,720 16,195 33,950 56,581 69,448 75,004 2017 5,057 14,672 34,179 53,238 68,266 2018 5,509 21,337 39,174 57,962 2019 4,422 17,812 35,844 2020 3,695 13,064 2021 4,326 Total 495,422 All outstanding liabilities before 2012, net of reinsurance 2,843 Liabilities for loss and loss expenses, net of reinsurance 430,176 (e) The reconciliation of the net incurred and paid claims development tables to the liability for loss and loss expenses in the consolidated statement of financial position is as follows: (in thousands) December 31, 2021 Net outstanding liabilities: Standard Commercial Lines General liability $ 1,515,789 Workers compensation 816,606 Commercial automobile 717,704 Businessowners' policies 99,501 Commercial property 98,204 Other Standard Commercial Lines 22,866 Total Standard Commercial Lines net outstanding liabilities 3,270,670 Standard Personal Lines Personal automobile 98,476 Homeowners 44,328 Other Standard Personal Lines 12,261 Total Standard Personal Lines net outstanding liabilities 155,065 E&S Lines Casualty lines 430,176 Property lines 17,987 Total E&S Lines net outstanding liabilities 448,163 Total liabilities for unpaid loss and loss expenses, net of reinsurance 3,873,898 Reinsurance recoverable on unpaid claims: Standard Commercial Lines General liability 213,253 Workers compensation 196,670 Commercial automobile 15,480 Businessowners' policies 6,828 Commercial property 22,277 Other Standard Commercial Lines 2,136 Total Standard Commercial Lines reinsurance recoverable on unpaid loss 456,644 Standard Personal Lines Personal automobile 40,941 Homeowners 2,392 Other Standard Personal Lines 64,975 Total Standard Personal Lines reinsurance recoverable on unpaid loss 108,308 E&S Lines Casualty lines 11,672 Property lines 2,017 Total E&S Lines reinsurance recoverable on unpaid loss 13,689 Total reinsurance recoverable on unpaid loss 578,641 Unallocated loss expenses 128,364 Total gross liability for unpaid loss and loss expenses $ 4,580,903 (f) The table below reflects the historical average annual percentage payout of incurred claims by age. For example, the general liability line of business averages payout of 6.4% of its ultimate losses in the first year, 11.9% in the second year, and so forth. The following is supplementary information about average historical claims duration as of December 31, 2021: Average Annual Percentage Payout of Incurred Claims by Age, Net of Reinsurance Years 1 2 3 4 5 6 7 8 9 10 General liability 6.4% 11.9 15.6 17.6 14.4 9.8 6.6 5.0 1.9 1.6 Workers compensation 21.8 25.9 13.6 8.4 4.5 2.9 2.3 3.1 1.7 0.8 Commercial automobile 37.2 16.7 14.7 13.0 10.0 4.5 1.7 1.0 0.5 0.1 Businessowners’ policies 49.2 20.8 8.0 8.7 5.9 3.1 1.2 0.1 0.1 0.1 Commercial property 69.4 25.8 3.1 1.0 0.4 — — — — — Personal automobile 59.0 18.1 10.3 6.4 3.7 1.4 0.3 0.4 0.1 0.1 Homeowners 71.5 21.0 3.4 1.8 1.6 0.1 0.2 0.2 0.2 — E&S Lines - casualty 3.8 11.2 16.7 19.0 14.8 7.9 5.7 3.5 3.0 2.0 |