Historical Loss And LAE Development | 6. HISTORICAL LOSS AND LAE DEVELOPMENT The following table is a reconciliation of our unpaid losses and settlement expenses (LAE) for the years 2021, 2020 and 2019: (in thousands) 2021 2020 2019 Unpaid losses and LAE at beginning of year: Gross $ 1,750,049 $ 1,574,352 $ 1,461,348 Ceded (443,729 ) (384,517 ) (364,999 ) Net $ 1,306,320 $ 1,189,835 $ 1,096,349 Adoption impact of ASU 2016-13 on reinsurance balances recoverable $ — $ (1,345 ) $ — Increase (decrease) in incurred losses and LAE: Current accident year $ 582,065 $ 543,937 $ 488,700 Prior accident years (125,463 ) (101,053 ) (75,284 ) Total incurred $ 456,602 $ 442,884 $ 413,416 Loss and LAE payments for claims incurred: Current accident year $ (101,590 ) $ (93,077 ) $ (80,055 ) Prior accident year (225,863 ) (231,977 ) (239,875 ) Total paid $ (327,453 ) $ (325,054 ) $ (319,930 ) Net unpaid losses and LAE at end of year $ 1,435,469 $ 1,306,320 $ 1,189,835 Unpaid losses and LAE at end of year: Gross $ 2,043,555 $ 1,750,049 $ 1,574,352 Ceded (608,086 ) (443,729 ) (384,517 ) Net $ 1,435,469 $ 1,306,320 $ 1,189,835 We adopted ASU 2016-13, Financial Instruments – Credit Losses, on January 1, 2020, which required financial assets, including reinsurance balances recoverable, to be presented at the net amount expected to be collected. We previously maintained an allowance for uncollectible reinsurance balances prior to the adoption of this update. However, in order to comply with the updated requirements, we released $1.3 million of the allowance on uncollectible reinsurance balances upon adoption. The implementation guidance required the cumulative-effect adjustment be made to the beginning balance of retained earnings, rather than through net earnings like historical changes have and ongoing modifications will continue to be recorded. Loss development occurs when our current estimate of ultimate losses, established through our reserve analysis processes, differs from the initial reserve estimate. The recognition of the changes in initial reserve estimates occurred over time as claims were reported, initial case reserves were established, initial reserves were reviewed in light of additional information and ultimate payments were made on the collective set of claims incurred as of that evaluation date. The new information on the ultimate settlement value of claims is continually updated until all claims in a defined set are settled. As a small specialty insurer with a diversified product portfolio, our experience will ordinarily exhibit fluctuations from period to period. While we attempt to identify and react to changes in the loss environment, we also must consider the volume of claim experience directly available to the Company and interpret any particular period’s indications with a realistic technical understanding of the reliability of those observations. The following is information about incurred and paid loss development as of December 31, 2021, net of reinsurance, as well as cumulative claim frequency, the total of IBNR liabilities included within the net incurred loss amounts and average historical claims duration as of December 31, 2021. The loss information has been disaggregated so that only losses that are expected to develop in a similar manner are grouped together. This has resulted in the presentation of loss information for our property and surety segments at the segment level, while information for our casualty segment has been separated in four groupings: primary occurrence, excess occurrence, claims made and transportation. Primary occurrence includes select lines within the professional services product along with general liability, small commercial and other casualty products. Excess occurrence encompasses commercial excess and personal umbrella, while claims made includes select lines within the professional services product, executive products and other casualty. Reported claim counts represent claim events on a specified policy rather than individual claimants and includes claims that did not or are not expected to result in an incurred loss. The information about incurred and paid claims development for the years ended December 31, 2012 to 2020 is presented as unaudited required supplementary information. Casualty - Primary Occurrence (in thousands, except number of claims) Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2021 For the Years Ended December 31, Cumulative Number of Reported AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 Total IBNR Claims 2012 $ 91,807 $ 78,406 $ 65,893 $ 61,072 $ 59,028 $ 59,488 $ 60,328 $ 60,465 $ 60,591 $ 60,155 $ 1,589 5,192 2013 80,823 67,297 62,882 60,329 60,162 59,556 59,116 57,106 57,519 2,096 4,324 2014 88,092 79,497 71,592 67,237 66,389 66,702 65,636 63,727 3,034 4,295 2015 94,835 84,975 83,579 78,675 76,398 75,470 75,438 6,644 4,406 2016 101,950 96,753 90,611 85,449 83,374 79,440 10,352 4,315 2017 119,741 111,391 102,583 95,513 90,759 15,999 4,491 2018 141,513 130,281 125,731 115,076 32,268 4,822 2019 146,011 135,209 120,570 62,738 5,175 2020 145,171 137,439 88,880 4,394 2021 142,797 112,702 3,678 Total $ 942,920 Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance For the Years Ended December 31, AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 2012 $ 5,897 $ 14,539 $ 23,889 $ 33,822 $ 43,276 $ 47,970 $ 51,611 $ 54,391 $ 55,679 $ 56,660 2013 6,334 13,021 22,366 34,786 40,609 45,753 47,783 49,411 50,597 2014 11,436 18,771 29,545 40,270 47,343 52,387 55,965 56,784 2015 10,157 19,902 33,020 45,056 54,270 58,866 62,997 2016 10,142 24,186 35,764 48,042 56,152 60,349 2017 13,154 25,933 38,783 52,823 62,236 2018 15,066 32,365 48,424 63,980 2019 15,698 30,673 41,911 2020 17,096 30,596 2021 14,428 * Presented as unaudited required supplementary information. Total $ 500,538 All outstanding liabilities before 2012, net of reinsurance 10,760 Liabilities for losses and loss adjustment expenses, net of reinsurance $ 453,142 Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* Years 1 2 3 4 5 6 7 8 9 10 12.8 % 13.3 % 14.8 % 16.5 % 11.6 % 7.2 % 5.2 % 2.9 % 2.1 % 1.6 % Casualty - Excess Occurrence (in thousands, except number of claims) Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2021 For the Years Ended December 31, Cumulative Number of Reported AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 Total IBNR Claims 2012 $ 29,042 $ 21,558 $ 21,021 $ 21,885 $ 21,231 $ 22,433 $ 23,020 $ 25,286 $ 26,129 $ 26,848 $ 783 867 2013 39,984 34,824 26,857 25,425 25,599 24,922 25,496 25,073 24,836 1,396 949 2014 50,889 39,095 35,119 32,274 33,372 33,458 35,128 35,683 2,622 923 2015 53,672 50,857 47,392 42,840 43,328 42,446 41,690 5,439 699 2016 56,341 49,385 37,676 33,125 30,251 29,671 11,023 646 2017 62,863 55,868 48,363 44,737 43,249 16,698 631 2018 69,362 62,646 54,626 51,023 26,824 590 2019 88,078 89,691 79,083 47,276 603 2020 107,579 98,409 74,182 471 2021 136,433 93,982 371 Total $ 566,925 Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance For the Years Ended December 31, AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 2012 $ 1,315 $ 3,573 $ 8,843 $ 15,380 $ 16,879 $ 17,747 $ 19,310 $ 21,993 $ 22,202 $ 22,246 2013 1,060 5,701 10,967 14,545 16,967 17,956 18,524 21,229 22,154 2014 1,899 4,006 11,002 18,852 22,541 23,376 26,068 28,963 2015 2,048 10,127 19,571 23,184 28,756 31,352 32,752 2016 1,068 3,396 7,441 10,054 12,703 14,400 2017 17 5,679 9,275 15,441 18,470 2018 2,506 5,823 10,801 17,294 2019 4,213 19,044 25,389 2020 2,901 13,856 2021 5,317 * Presented as unaudited required supplementary information. Total $ 200,841 All outstanding liabilities before 2012, net of reinsurance 18,495 Liabilities for losses and loss adjustment expenses, net of reinsurance $ 384,579 Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* Years 1 2 3 4 5 6 7 8 9 10 4.0 % 12.2 % 15.4 % 15.0 % 9.2 % 4.3 % 4.8 % 9.7 % 2.3 % 0.2 % Casualty - Claims Made (in thousands, except number of claims) Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2021 For the Years Ended December 31, Cumulative Number of Reported AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 Total IBNR Claims 2012 $ 27,576 $ 26,144 $ 20,727 $ 19,590 $ 18,022 $ 17,612 $ 17,569 $ 20,785 $ 22,325 $ 22,236 $ 207 804 2013 40,095 41,488 44,054 40,288 38,473 37,959 38,352 37,974 37,950 767 1,042 2014 53,929 55,386 58,152 55,350 51,554 53,841 53,783 52,619 1,504 1,305 2015 55,006 47,831 42,206 39,906 39,653 39,619 38,609 2,759 1,338 2016 59,992 67,760 69,493 67,728 64,730 65,078 4,808 1,507 2017 60,572 62,450 62,714 57,450 59,907 9,039 1,648 2018 66,128 62,416 56,468 48,457 17,399 1,391 2019 62,918 61,712 52,224 26,387 1,508 2020 60,278 56,785 43,408 1,287 2021 51,219 42,451 1,112 Total $ 485,084 Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance For the Years Ended December 31, AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 2012 $ 433 $ 4,086 $ 6,898 $ 9,218 $ 10,968 $ 14,378 $ 15,621 $ 16,450 $ 16,892 $ 17,148 2013 792 7,073 18,425 26,121 29,678 32,789 34,535 35,476 36,078 2014 1,705 9,775 27,923 35,755 40,080 44,127 46,122 50,714 2015 2,215 10,738 16,774 20,920 28,795 32,241 33,529 2016 2,060 14,558 27,465 39,370 47,999 52,846 2017 2,455 11,350 22,728 36,522 42,918 2018 1,964 11,965 18,840 24,918 2019 1,839 8,123 14,117 2020 1,488 5,687 2021 999 * Presented as unaudited required supplementary information. Total $ 278,954 All outstanding liabilities before 2012, net of reinsurance 3,575 Liabilities for losses and loss adjustment expenses, net of reinsurance $ 209,705 Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* Years 1 2 3 4 5 6 7 8 9 10 3.2 % 16.1 % 19.6 % 15.7 % 11.6 % 9.5 % 4.3 % 5.0 % 1.8 % 1.2 % Casualty - Transportation (in thousands, except number of claims) Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2021 For the Years Ended December 31, Cumulative Number of Reported AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 Total IBNR Claims 2012 $ 21,452 $ 22,203 $ 22,924 $ 23,511 $ 23,689 $ 23,620 $ 23,305 $ 23,731 $ 23,845 $ 23,955 $ 74 2,287 2013 32,742 32,853 32,989 37,673 38,811 39,974 39,309 39,183 39,586 118 2,853 2014 38,361 33,015 36,452 38,590 40,202 40,508 41,156 41,974 297 3,099 2015 38,561 46,258 47,021 46,395 45,162 45,525 45,807 708 3,186 2016 50,430 53,519 54,105 52,277 52,818 53,915 1,235 3,943 2017 55,640 53,641 45,017 43,764 45,351 2,257 3,639 2018 57,597 54,592 38,719 36,468 4,946 3,402 2019 58,297 56,129 43,976 9,024 3,313 2020 43,573 35,524 16,243 1,637 2021 51,322 9,745 2,161 Total $ 417,878 Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance For the Years Ended December 31, AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 2012 $ 4,466 $ 8,533 $ 12,394 $ 17,318 $ 20,931 $ 22,566 $ 22,730 $ 23,180 $ 23,181 $ 23,181 2013 5,306 11,978 19,761 28,220 33,480 35,923 37,327 37,915 38,172 2014 7,125 13,933 19,676 27,457 33,190 38,282 40,006 40,427 2015 6,984 20,709 29,554 37,222 39,339 41,345 42,626 2016 8,923 18,354 30,354 38,001 43,564 47,488 2017 7,979 17,070 24,090 30,260 36,141 2018 6,980 12,827 19,216 24,503 2019 7,148 15,852 21,120 2020 3,986 7,876 2021 5,341 * Presented as unaudited required supplementary information. Total $ 286,875 All outstanding liabilities before 2012, net of reinsurance 528 Liabilities for losses and loss adjustment expenses, net of reinsurance $ 131,531 Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* Years 1 2 3 4 5 6 7 8 9 10 15.5 % 18.3 % 17.0 % 17.1 % 11.7 % 7.4 % 2.8 % 1.5 % 0.3 % 0.0 % Property (in thousands, except number of claims) Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2021 For the Years Ended December 31, Cumulative Number of Reported AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 Total IBNR Claims 2012 $ 85,485 $ 80,155 $ 79,181 $ 77,569 $ 79,175 $ 78,125 $ 78,161 $ 78,002 $ 77,924 $ 77,883 $ 7 2,640 2013 63,864 62,090 62,173 62,114 61,914 61,834 61,776 61,623 61,400 36 2,996 2014 56,587 49,441 48,801 48,761 49,217 49,444 49,479 49,520 52 4,562 2015 59,863 56,103 53,958 52,720 53,111 52,781 52,878 96 4,075 2016 62,900 55,594 55,384 55,930 55,424 55,383 177 3,377 2017 90,803 83,273 84,961 82,671 82,319 1,321 2,893 2018 89,091 83,457 79,961 80,470 3,642 2,337 2019 71,232 65,189 61,116 3,193 2,446 2020 118,247 110,466 17,071 2,837 2021 135,447 45,890 2,616 Total $ 766,882 Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance For the Years Ended December 31, AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 2012 $ 39,074 $ 66,509 $ 72,057 $ 73,705 $ 75,640 $ 76,152 $ 77,159 $ 77,323 $ 77,347 $ 77,360 2013 32,208 50,840 57,407 59,259 60,520 61,195 61,325 61,335 61,188 2014 30,550 43,380 46,148 46,528 47,799 49,027 49,259 49,317 2015 32,184 49,348 50,197 51,290 52,078 52,342 52,400 2016 33,134 46,921 51,371 53,006 54,328 54,747 2017 41,314 66,818 74,415 78,360 80,581 2018 37,048 68,264 72,357 75,253 2019 30,703 51,740 55,092 2020 43,192 79,660 2021 57,272 * Presented as unaudited required supplementary information. Total $ 642,870 All outstanding liabilities before 2012, net of reinsurance 640 Liabilities for losses and loss adjustment expenses, net of reinsurance $ 124,652 Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* Years 1 2 3 4 5 6 7 8 9 10 51.3 % 31.8 % 6.6 % 2.8 % 2.3 % 1.1 % 0.5 % 0.1 % -0.1 % 0.0 % Surety (in thousands, except number of claims) Incurred Losses and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2021 For the Years Ended December 31, Cumulative Number of Reported AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 Total IBNR Claims 2012 $ 17,114 $ 11,452 $ 8,667 $ 8,180 $ 7,867 $ 7,471 $ 7,099 $ 7,082 $ 6,985 $ 7,131 $ 2 1,480 2013 16,080 7,516 6,170 5,399 5,271 5,231 5,209 5,107 5,046 10 1,409 2014 16,450 8,106 5,225 4,427 4,267 4,319 4,266 4,227 8 1,355 2015 16,958 12,957 11,113 10,456 9,792 9,521 9,275 59 1,242 2016 18,928 11,062 9,351 8,895 8,391 7,948 125 1,381 2017 16,127 8,641 8,798 8,116 8,034 306 1,790 2018 16,765 7,227 4,564 3,947 713 1,323 2019 14,785 7,205 5,053 2,047 1,112 2020 19,241 14,840 7,212 748 2021 18,540 15,647 444 Total $ 84,041 Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance For the Years Ended December 31, AY 2012* 2013* 2014* 2015* 2016* 2017* 2018* 2019* 2020* 2021 2012 $ 1,883 $ 6,680 $ 6,726 $ 7,416 $ 7,536 $ 7,406 $ 7,065 $ 6,996 $ 6,941 $ 7,083 2013 1,116 2,856 4,701 4,911 5,098 5,150 5,128 5,061 5,029 2014 722 4,283 4,166 4,059 4,131 4,234 4,214 4,197 2015 3,192 6,719 7,695 9,436 9,183 9,186 9,168 2016 3,087 5,817 6,299 7,640 8,086 7,673 2017 979 2,862 7,062 7,221 7,362 2018 1,835 2,588 2,368 2,536 2019 336 2,433 2,765 2020 835 2,719 2021 1,197 * Presented as unaudited required supplementary information. Total $ 49,729 All outstanding liabilities before 2012, net of reinsurance (68 ) Liabilities for losses and loss adjustment expenses, net of reinsurance $ 34,244 Average Annual Percentage Payout of Incurred Losses by Age, Net of Reinsurance* Years 1 2 3 4 5 6 7 8 9 10 21.6 % 39.5 % 13.0 % 7.6 % 2.0 % -0.7 % -1.5 % -0.9 % -0.7 % 2.0 % The following is a reconciliation of the net incurred and paid loss development tables to the liability for unpaid losses and settlement expenses in the consolidated balance sheet: (in thousands) December 31, 2021 December 31, 2020 Net outstanding liabilities: Casualty - Primary Occurrence $ 453,142 $ 432,823 Casualty - Excess Occurrence 384,579 312,827 Casualty - Claims Made 209,705 214,103 Casualty - Transportation 131,531 129,852 Property 124,652 103,383 Surety 34,244 27,009 Unallocated loss adjustment expenses 59,391 54,954 Allowance for uncollectible reinsurance balances recoverable on unpaid losses and settlement expenses 11,188 8,634 Other 27,037 22,735 Liabilities for unpaid loss and settlement expenses, net of reinsurance $ 1,435,469 $ 1,306,320 Reinsurance recoverable on unpaid claims: Casualty - Primary Occurrence $ 43,688 $ 35,202 Casualty - Excess Occurrence 122,092 88,528 Casualty - Claims Made 271,259 223,020 Casualty - Transportation 66,283 53,251 Property 65,098 40,257 Surety 50,743 4,017 Allowance for uncollectible reinsurance balances recoverable on unpaid losses and settlement expenses (11,188 ) (8,634 ) Other 111 8,088 Total reinsurance balances recoverable on unpaid losses and settlement expenses $ 608,086 $ 443,729 Total gross liability for unpaid loss and settlement expenses $ 2,043,555 $ 1,750,049 DETERMINATION OF IBNR Initial carried IBNR reserves are determined through a reserve estimation process. For most casualty and surety products, this process involves the use of an initial loss and allocated loss adjustment expense (ALAE) ratio that is applied to the earned premium for a given period. Payments and case reserves are subtracted from this initial estimate of ultimate loss and ALAE to determine a carried IBNR reserve. For most property products, the IBNR reserves are determined by IBNR percentages applied to premium earned. The percentages are determined based on historical reporting patterns and are updated periodically. No deductions for paid or case reserves are made. Shortly after natural or man-made catastrophes, we review insured locations exposed to the event and model losses based on our own exposures and industry loss estimates of the event. We also consider our knowledge of frequency and severity from early claim reports to determine an appropriate reserve for the catastrophe. Adjustments to the initial loss ratio by product and segment are made where necessary and reflect updated assumptions regarding loss experience, loss trends, price changes and prevailing risk factors. Actuaries perform a ground-up reserve study of the expected value of the unpaid loss and LAE derived using multiple standard actuarial methodologies on a quarterly basis. Each method produces an estimate of ultimate loss by accident year. We review all of these various estimates and assign weights to each based on the characteristics of the product being reviewed. These estimates are then compared to the carried loss reserves to determine the appropriateness of the current reserve balance. In addition, an emergence analysis is completed quarterly to determine if further adjustments are necessary. Upon completion of our loss and LAE estimation analysis, a review of the resulting variance between the indicated reserves and the carried reserves takes place. Our actuaries make a recommendation to management in regards to booked reserves that reflect their analytical assessment and view of estimation risk. After discussion of these analyses and all relevant risk factors, the Loss Reserve Committee, a panel of management including the lead reserving actuary, chief executive officer, chief operating officer, chief financial officer and other executives, confirms the appropriateness of the reserve balances. Actuarial models base future emergence on historic experience, with adjustments for current trends, and the appropriateness of these assumptions involved more uncertainty as of December 31, 2021. We expect the timing of loss emergence and ultimate loss ratios for certain coverages we underwrite will be affected as a result of the spread of COVID-19 and the related economic impact. The industry is experiencing new issues, including the postponement of civil court cases, the extension of various statutes of limitations and changes in settlement trends. Our recorded reserves include consideration of these factors, but the duration and degree to which these issues persist, along with potential legislative, regulatory or judicial actions, could result in loss reserve deficiencies and reduce earnings in future periods . DEVELOPMENT OF IBNR RESERVES The following table summarizes our prior accident years’ loss reserve development by segment for 2021, 2020 and 2019: (in thousands) 2021 2020 2019 Casualty $ (108,632 ) $ (75,075 ) $ (62,497 ) Property (10,981 ) (13,019 ) (4,461 ) Surety (5,850 ) (12,959 ) (8,326 ) Total $ (125,463 ) $ (101,053 ) $ (75,284 ) A discussion of significant components of reserve development for the three most recent calendar years follows: 2021. We experienced favorable emergence relative to prior years’ reserve estimates in all of our segments during 2021. Development from the casualty segment totaled $108.6 million, inclusive of ULAE . Favorable development was experienced across accident years 2014 through 2020, with the largest amounts attributable to accident years 2018 through 2020. We continued to experience emergence that was generally better than previously estimated. We attribute the favorable emergence to loss trends in most lines outperforming our long-term expectations, our underwriters’ ability to select risk and an increasing rate environment. Within the primary occurrence grouping, the general liability product contributed $25.3 million to our favorable development and small commercial was favorable by $7.5 million. Within the excess occurrence grouping, commercial excess was favorable by $10.5 million and personal umbrella developed favorably by $10.4 million. Within the claims made grouping, professional services coverages developed favorably by $14.2 million and executive products developed favorably by $5.9 million. Transportation had $20.1 million of favorable development. Our marine product was the predominant driver of the favorable development in the property segment, accounting for $6.6 million of the $11.0 million total favorable development for the segment, inclusive of ULAE. Accident years 2019 and 2020 made the largest contribution. Commercial property was favorable by $2.0 million. The surety segment experienced $5.9 million of favorable development, inclusive of ULAE. The majority of the favorable development came from the 2019 and 2020 accident years. Contract surety was the main contributor with favorable development of $4.6 million. 2020. We experienced favorable emergence relative to prior years’ reserve estimates in all of our segments during 2020. The casualty segment contributed $75.1 million in favorable development, inclusive of ULAE . Accident years 2017 through 2019 contributed significantly to the favorable development. This was predominantly caused by favorable frequency and severity trends that continued to be better than our long-term expectations. In addition, we believe this to be the result of our underwriters’ ability to select risk as well as an increasing rate environment within many of our casualty sublines. Nearly all of our casualty products contributed to the favorable development. Transportation contributed $19.1 million for the year. Within the primary occurrence grouping, the general liability product contributed $17.9 million to our favorable development. Within the excess occurrence grouping, commercial excess developed favorably by $12.5 million. Within the c laims made grouping, professional services coverages developed favorably by $7.8 million and medical professional liability had $6.1 million of favorable development. The marine product was the primary driver of the favorable development in the property segment. Marine contributed $6.5 million of the $13.0 million total favorable property development, inclusive of ULAE, primarily in accident years 2017 and 2018. Commercial property was favorable by $5.2 million. The surety segment experienced favorable development of $13.0 million, inclusive of ULAE. The majority of the favorable development was from accident year 2019. Contract and commercial surety products were the main contributors with favorable development of $5.9 million and $3.8 million, respectively. 2019. We experienced favorable emergence relative to prior years’ reserve estimates in all of our segments during 2019. The casualty segment contributed $62.5 million in favorable development, inclusive of unallocated loss and adjustment expenses (ULAE) , which is excluded from the incurred loss and loss adjustment expense tables above . Accident years 2017 and 2018 contributed the majority of the favorable development, with earlier years developing favorably in aggregate to a lesser extent. Risk selection by our underwriters continued to provide better results than estimated in our reserving process. Within the primary occurrence grouping, the general liability product contributed $11.8 million to our favorable development. Small commercial products were favorable by $6.3 million. Within the excess occurrence grouping, commercial excess was favorable by $6.8 million and our personal umbrella product developed favorably by $7.8 million. Within the claims made grouping, professional services coverages developed favorably by $10.2 million, which was offset by adverse development of $ 7.3 million on executive products and $ 2.3 million on medical professional liability coverages. Transportation experienced favorable development of $ million , primarily on accident years 201 6 through 201 8 . Marine contributed $2.4 million of the $4.5 million total favorable property development, inclusive of ULAE. Accident years 2017 and 2018 contributed to the marine products’ favorable development. Homeowners’ contributed $1.1 million of favorable development with other commercial property insurance and assumed reinsurance products contributing the balance. The surety segment experienced favorable development of $8.3 million, inclusive of ULAE. The majority of the favorable development was from accident year 2018, while earlier accident years developed slightly adversely. The commercial surety product was the main contributor with favorable development of $5.8 million. Contract surety had favorable development of $4.2 million, which offset $1.7 million of adverse development on miscellaneous surety. ENVIRONMENTAL, ASBESTOS AND MASS TORT EXPOSURES We are subject to environmental site cleanup, asbestos removal and mass tort claims and exposures through our commercial excess, general liability and discontinued assumed casualty reinsurance lines of business. The majority of the exposure is in the excess layers of our commercial excess and assumed reinsurance books of business. The following table represents paid and unpaid environmental, asbestos and mass tort claims data (including incurred but not reported losses) as of December 31, 2021, 2020 and 2019: (in thousands) 2021 2020 2019 Loss and LAE Payments (Cumulative): Gross $ 141,768 $ 139,804 $ 137,485 Ceded (69,576 ) (69,219 ) (68,849 ) Net $ 72,192 $ 70,585 $ 68,636 Unpaid Losses and LAE at End of Year: Gross $ 25,747 $ 22,485 $ 22,616 Ceded (5,718 ) (4,619 ) (5,149 ) Net $ 20,029 $ 17,866 $ 17,467 Our environmental, asbestos and mass tort exposure is limited, relative to other insurers, as a result of entering the affected liability lines after the insurance industry had already recognized environmental and asbestos exposure as a problem and adopted appropriate coverage exclusions. The majority of our reserves are associated with products that went into runoff at least two decades ago. Some are for assumed reinsurance, some are for excess liability business and some followed from the acquisition of Underwriters Indemnity Company in 1999. During 2021, RLI experienced modest emergence of asbestos, environmental and mass tort losses and we increased our IBNR reserves for these exposures. While our environmental exposure is limited, the ultimate liability for this exposure is difficult to assess because of the extensive and complicated litigation involved in the settlement of claims and evolving legislation on issues such as joint and several liability, retroactive liability and standards of cleanup. Additionally, we participate primarily in the excess layers of coverage, where accurate estimates of ultimate loss are more difficult to derive than for primary coverage. |