Reserves for Losses and Loss Expenses | Reserves for Losses and Loss Expenses (a) The table below provides a roll forward of reserves for losses and loss expenses for beginning and ending reserve balances: ($ in thousands) 2016 2015 2014 Gross reserves for losses and loss expenses, at beginning of year $ 3,517,728 3,477,870 3,349,770 Less: reinsurance recoverable on unpaid losses and loss expenses, at beginning of year 551,019 571,978 540,839 Net reserves for losses and loss expenses, at beginning of year 2,966,709 2,905,892 2,808,931 Incurred losses and loss expenses for claims occurring in the: Current year 1,300,565 1,217,550 1,216,770 Prior years (65,768 ) (69,009 ) (59,269 ) Total incurred losses and loss expenses 1,234,797 1,148,541 1,157,501 Paid losses and loss expenses for claims occurring in the: Current year 450,811 446,550 468,478 Prior years 670,176 641,174 592,062 Total paid losses and loss expenses 1,120,987 1,087,724 1,060,540 Net reserves for losses and loss expenses, at end of year 3,080,519 2,966,709 2,905,892 Add: Reinsurance recoverable on unpaid losses and loss expenses, at end of year 611,200 551,019 571,978 Gross reserves for losses and loss expenses at end of year $ 3,691,719 3,517,728 3,477,870 Our net losses and loss expense reserves increased by $113.8 million in 2016 , $60.8 million in 2015 , and $97.0 million in 2014 . The losses and loss expense reserves are net of anticipated recoveries for salvage and subrogation claims, which amounted to $64.9 million for 2016 , $62.1 million for 2015 , and $65.1 million for 2014 . The changes in the net losses and loss expense reserves were the result of growth in exposures, particularly associated with our E&S Lines of business, anticipated loss trends, and normal reserve changes inherent in the uncertainty in establishing reserves for losses and loss expenses. As additional information is collected in the loss settlement process, reserves are adjusted accordingly. These adjustments are reflected in the Consolidated Statements of Income in the period in which such adjustments are identified. These changes could have a material impact on the results of operations of future periods when the adjustments are made. In 2016 , we experienced overall net favorable loss development of $65.8 million , compared to $ 69.0 million in 2015 , and $59.3 million in 2014 . The following table summarizes the prior year development by line of business: (Favorable)/Unfavorable Prior Year Development ($ in millions) 2016 2015 2014 General Liability $ (45.0 ) (51.0 ) (43.9 ) Commercial Automobile 25.3 2.4 (4.1 ) Workers Compensation (56.0 ) (37.0 ) — Businessowners' Policies 1.8 2.2 1.9 Commercial Property 0.3 (3.0 ) (2.1 ) Homeowners 1.7 1.5 (4.0 ) Personal Automobile 1.0 0.4 (10.8 ) E&S 7.1 15.5 3.7 Other (2.0 ) — — Total $ (65.8 ) (69.0 ) (59.3 ) The prior accident year development during 2016 was favorable by $65.8 million , which included $69.0 million of net favorable casualty development and $3.2 million of unfavorable property development. The net favorable casualty reserve development was largely driven by the general liability line of business, including products liability and excess liability, and by the workers compensation line. Partially offsetting this net favorable development was the commercial auto line of business, which experienced $25.0 million of unfavorable casualty development in 2016. In addition, our E&S Lines experienced unfavorable casualty development of $6.0 million in 2016. The majority of the 2016 net favorable development was attributable to accident years 2013 and prior, driven by the general liability and workers compensation lines of business. This net favorable development was partially offset by unfavorable development in accident years 2014 and 2015, which was attributable to our commercial auto and E&S Lines of business. The unfavorable development in our commercial auto line of business was driven primarily by bodily injury liability for accident years 2014 and 2015. The unfavorable development in accident year 2014 was driven by higher than expected severity, whereas accident year 2015 was driven by higher than expected frequency and severity. The prior accident year development during 2015 was favorable by $ 69.0 million , which included $ 67.0 million of net favorable casualty development and $ 2.0 million of favorable property development. The net favorable casualty reserve development was largely driven by the general liability and workers compensation lines of business. For workers compensation, this was a significant change from 2014, during which period this line experienced no development. Our E&S Lines experienced unfavorable casualty development of $15.5 million in 2015. The majority of the 2015 net favorable development was attributable to accident years 2009 through 2013, driven by general liability and workers compensation lines of business. This net favorable development was partially offset by unfavorable development in accident years 2012 through 2014, which was attributable to our E&S Lines. The prior accident year development during 2014 was favorable by $ 59.3 million , which included $ 48.2 million of net favorable casualty development and $ 11.1 million of property development. The property development was primarily related to a prior year reinsurance recoverable. The net favorable casualty reserve development was largely driven by the general liability and personal automobile lines of business. Conversely, businessowners' policies and our E&S Lines experienced unfavorable emergence in 2014 . The majority of the 2014 net favorable development was attributable to accident years 2010 through 2012, although earlier accident years also developed favorably. The general liability, commercial automobile, and personal automobile lines of business all contributed to this development, partially offset by businessowners’ liability. The overall favorable development for accident years 2012 and prior was partially offset by unfavorable development in accident year 2013, which was largely attributable to commercial automobile liability, and partially E&S Lines casualty. (b) 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 lack of relevant historical data, the delayed and inconsistent reporting patterns associated with these claims, and 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. We do not discount to present value that portion of our losses and loss expense reserves expected to be paid in future periods. The following table details our losses and loss expense reserves for various asbestos and environmental claims: 2016 ($ in millions) Gross Net Asbestos $ 7.9 6.6 Landfill sites 12.8 8.1 Leaking underground storage tanks 9.3 8.0 Total $ 30.0 22.7 Estimating IBNR reserves for asbestos and environmental claims is difficult because of the delayed and inconsistent reporting patterns associated with these claims. In addition, there are significant uncertainties associated with estimating critical assumptions, such as average clean-up costs, third-party costs, potentially responsible party shares, allocation of damages, litigation and coverage costs, and potential state and federal legislative changes. Normal historically based actuarial approaches cannot be applied to asbestos and environmental claims because past loss history is not indicative of future potential asbestos and environmental losses. In addition, while certain alternative models can be applied, such models can produce significantly different results with small changes in assumptions. As a result, we do not calculate an asbestos and environmental loss range. Historically, our asbestos and environmental claims have been significantly lower in volume as, prior to the introduction of the absolute pollution exclusion endorsement in the mid-1980’s, we were primarily a personal lines carrier and therefore do not have broad exposure to asbestos and environmental claims. Additionally, we are the primary insurance carrier on the majority of these exposures, which provides more certainty in our reserve position compared to other insurance carriers. The following table provides a roll forward of gross and net asbestos and environmental incurred losses and loss expenses and related reserves thereon: 2016 2015 2014 ($ in thousands) Gross Net Gross Net Gross Net Asbestos Reserves for losses and loss expenses at beginning of year $ 8,024 6,793 8,751 7,314 8,897 7,518 Incurred losses and loss expenses 77 77 (428 ) (77 ) 60 — Less: losses and loss expenses paid (254 ) (255 ) (299 ) (444 ) (206 ) (204 ) Reserves for losses and loss expenses at the end of year $ 7,847 6,615 8,024 6,793 8,751 7,314 Environmental Reserves for losses and loss expenses at beginning of year $ 22,387 16,368 21,902 15,680 23,867 17,649 Incurred losses and loss expenses 1,406 1,303 3,396 3,397 107 — Less: losses and loss expenses paid (1,678 ) (1,570 ) (2,911 ) (2,709 ) (2,072 ) (1,969 ) Reserves for losses and loss expenses at the end of year $ 22,115 16,101 22,387 16,368 21,902 15,680 Total Asbestos and Environmental Claims Reserves for losses and loss expenses at beginning of year $ 30,411 23,161 30,653 22,994 32,764 25,167 Incurred losses and loss expenses 1,483 1,380 2,968 3,320 167 — Less: losses and loss expenses paid (1,932 ) (1,825 ) (3,210 ) (3,153 ) (2,278 ) (2,173 ) Reserves for losses and loss expenses at the end of year $ 29,962 22,716 30,411 23,161 30,653 22,994 (c) The following is information about incurred and paid claims development as of December 31, 2016 , net of reinsurance, as well as cumulative claim frequency and the total of IBNR liabilities. During the experience period, we implemented a series of claims-related initiatives and claims management changes. These initiatives focused on claims handling and reserving, medical claims costs, and loss adjustment expenses. As a result of these initiatives, several historical patterns have changed and may no longer be appropriate to use as the sole basis for projections. The information about incurred and paid claims development for the years ended December 31, 2007 to 2015 is presented as supplementary information. All Lines (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 1,038,585 1,066,670 1,047,912 1,028,546 1,028,956 1,015,897 1,003,552 998,496 992,673 989,709 42,970 84,996 2008 957,247 988,584 990,931 964,862 947,306 936,975 927,958 931,785 926,017 48,590 85,264 2009 920,143 941,972 916,691 883,590 870,057 869,927 857,960 853,401 49,532 85,444 2010 950,114 973,742 977,959 956,600 943,118 922,404 915,131 65,625 94,093 2011 1,042,576 1,061,667 1,062,233 1,056,107 1,033,518 1,023,726 82,565 104,303 2012 1,065,437 1,071,290 1,020,655 998,028 973,089 101,992 103,498 2013 1,044,142 1,062,045 1,047,230 1,021,007 182,613 90,330 2014 1,107,513 1,133,798 1,146,990 278,689 93,747 2015 1,114,081 1,130,513 375,894 91,410 2016 1,188,608 589,938 85,202 Total 10,168,191 All Lines (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 350,369 543,949 665,277 762,422 835,347 877,933 896,590 912,683 920,931 929,082 2008 286,314 489,633 609,851 690,016 764,196 798,996 819,280 839,392 853,769 2009 277,275 442,417 540,982 634,902 695,249 736,100 760,589 775,885 2010 328,826 509,910 625,229 704,895 773,536 803,773 823,770 2011 391,944 585,867 692,730 782,655 852,202 901,801 2012 378,067 555,819 651,544 743,742 810,135 2013 335,956 518,872 644,475 748,758 2014 405,898 614,075 736,154 2015 376,641 581,203 2016 387,272 Total 7,547,829 All outstanding liabilities before 2007, net of reinsurance 324,070 Liabilities for loss and loss adjustment expenses, net of reinsurance 2,944,432 General Liability (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 252,732 256,627 255,538 250,834 248,807 242,878 234,173 234,697 231,439 230,717 17,815 14,016 2008 250,239 243,755 243,536 234,770 233,712 224,236 219,551 221,640 221,203 19,939 13,721 2009 237,913 241,625 233,530 223,146 212,947 211,243 206,387 205,741 22,858 13,815 2010 215,208 228,680 242,499 237,154 222,328 211,619 208,968 29,380 12,629 2011 229,967 228,720 239,480 230,785 217,256 211,196 36,350 11,533 2012 238,979 245,561 215,083 194,144 175,305 44,493 9,864 2013 250,609 251,421 239,776 225,709 90,026 10,107 2014 244,312 249,946 257,132 135,883 10,157 2015 254,720 245,710 167,995 9,371 2016 277,214 233,794 7,790 Total 2,258,895 General Liability (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 14,695 44,356 80,621 123,108 158,424 181,641 191,405 201,842 204,159 208,449 2008 16,397 45,595 82,421 113,088 151,055 166,394 176,873 186,896 194,257 2009 14,346 37,143 64,970 103,213 130,554 151,920 166,767 176,316 2010 15,726 46,201 80,018 113,050 143,360 161,487 172,394 2011 13,924 42,692 73,643 102,978 135,377 159,768 2012 13,030 35,241 56,580 89,008 109,448 2013 12,789 35,113 72,127 104,587 2014 14,901 46,825 79,972 2015 14,665 39,978 2016 15,684 Total 1,260,853 All outstanding liabilities before 2007, net of reinsurance 72,887 Liabilities for loss and loss adjustment expenses, net of reinsurance 1,070,929 Workers Compensation (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 231,462 236,993 231,104 226,095 230,109 225,165 225,904 222,623 218,828 216,177 23,152 16,344 2008 219,616 243,186 255,810 250,423 241,921 245,993 244,100 243,512 238,836 26,983 14,400 2009 197,504 215,946 213,036 210,109 210,756 216,992 212,536 208,611 24,238 12,214 2010 198,371 214,469 212,838 211,030 214,916 212,448 208,155 34,437 12,181 2011 205,238 218,973 214,743 215,114 210,591 205,708 38,227 11,843 2012 203,864 208,036 199,360 195,197 188,596 39,122 11,601 2013 199,794 194,318 187,658 173,160 43,058 11,361 2014 199,346 187,065 182,579 55,599 10,464 2015 193,729 194,639 63,496 10,479 2016 196,774 107,977 9,910 Total 2,013,235 Workers Compensation (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 31,478 88,786 123,681 144,713 156,320 164,373 169,941 175,205 179,011 180,865 2008 39,628 100,678 139,144 158,083 171,403 180,556 188,206 191,265 195,962 2009 37,885 87,299 117,019 133,116 145,417 154,726 160,529 164,336 2010 46,795 93,281 122,442 137,184 149,086 153,795 158,078 2011 42,941 90,836 118,847 134,646 139,232 149,269 2012 40,911 86,909 108,211 122,755 132,052 2013 36,829 74,568 96,376 109,739 2014 35,924 78,944 100,876 2015 33,857 77,320 2016 34,525 Total 1,303,022 All outstanding liabilities before 2007, net of reinsurance 226,553 Liabilities for loss and loss adjustment expenses, net of reinsurance 936,766 Commercial Automobile (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 185,733 194,567 187,966 182,030 179,739 178,956 176,049 175,342 175,431 175,894 1,434 24,074 2008 196,370 195,823 190,349 187,100 187,417 182,785 180,902 183,736 183,618 1,332 24,105 2009 199,541 191,079 182,724 169,858 166,682 162,911 161,251 161,923 1,873 24,554 2010 187,562 189,305 187,778 181,923 179,854 172,969 173,157 2,318 25,194 2011 174,006 183,044 182,325 178,421 172,617 174,882 5,153 25,146 2012 179,551 191,947 183,527 184,289 184,367 6,421 23,751 2013 188,289 205,282 209,197 207,994 18,464 25,215 2014 200,534 212,725 216,824 37,432 27,129 2015 220,994 240,958 65,528 28,475 2016 255,187 106,894 28,740 Total 1,974,804 Commercial Automobile (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 65,544 102,233 126,507 146,690 163,629 170,241 171,622 171,839 173,050 173,980 2008 69,053 104,711 130,857 151,741 166,487 173,795 175,244 180,779 181,779 2009 63,126 94,406 113,697 137,564 149,949 155,560 158,303 159,723 2010 68,098 99,254 128,015 146,913 163,513 167,227 169,100 2011 69,849 99,196 121,576 142,507 157,291 166,082 2012 73,316 105,371 127,235 148,669 168,114 2013 76,469 109,893 140,015 169,850 2014 80,810 117,169 148,884 2015 91,347 132,260 2016 106,022 Total 1,575,794 All outstanding liabilities before 2007, net of reinsurance 3,271 Liabilities for loss and loss adjustment expenses, net of reinsurance 402,281 Businessowners' Policies (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 32,749 34,011 33,397 31,212 29,270 29,393 28,440 28,503 29,691 29,288 124 2,956 2008 39,660 38,986 39,334 32,974 30,250 29,793 31,066 31,340 30,967 94 3,258 2009 48,535 51,762 46,645 43,828 43,553 44,938 44,299 44,273 730 3,473 2010 53,669 49,285 42,408 39,915 40,899 40,581 41,239 693 3,917 2011 54,469 57,083 51,047 58,242 59,256 58,966 2,177 4,956 2012 54,342 48,029 46,303 44,172 44,077 834 5,533 2013 49,617 42,618 41,005 40,624 4,189 3,474 2014 55,962 60,949 62,548 10,891 4,038 2015 52,871 53,768 12,089 3,860 2016 52,335 16,027 3,398 Total 458,085 Businessowners' Policies (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 14,051 18,870 22,583 24,978 25,759 27,273 28,073 28,095 28,368 29,048 2008 15,019 21,765 24,449 25,738 28,026 28,660 28,589 29,778 30,873 2009 18,915 29,612 32,689 36,073 40,052 42,895 43,358 43,448 2010 20,821 28,131 31,027 34,705 37,819 38,900 40,279 2011 27,884 37,362 41,011 46,444 52,114 55,856 2012 22,199 31,833 35,089 37,215 38,766 2013 17,412 26,592 30,845 34,760 2014 28,914 40,584 44,911 2015 24,189 36,014 2016 24,655 Total 378,610 All outstanding liabilities before 2007, net of reinsurance 7,327 Liabilities for loss and loss adjustment expenses, net of reinsurance 86,802 Commercial Property (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 98,167 104,160 100,809 101,027 103,183 103,381 102,998 102,732 102,679 103,077 2 6,919 2008 97,578 102,860 101,436 101,470 101,265 101,702 101,043 100,881 101,043 4 7,604 2009 82,619 82,124 82,025 82,014 80,774 80,455 80,558 80,545 10 7,009 2010 105,647 96,851 97,386 96,127 95,530 95,363 95,178 21 7,667 2011 136,954 131,667 130,942 131,282 131,353 131,113 22 9,035 2012 118,464 114,224 115,375 116,658 117,102 (22 ) 8,512 2013 88,101 90,639 90,103 90,005 (78 ) 5,704 2014 141,192 136,249 136,820 (1,052 ) 6,503 2015 110,270 109,513 (1,320 ) 6,380 2016 121,927 7,112 6,253 Total 1,086,323 Commercial Property (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 63,159 95,050 99,036 99,942 101,805 102,310 102,370 102,532 102,663 103,061 2008 68,211 98,921 100,465 99,288 100,213 100,752 100,908 100,868 101,034 2009 59,933 78,695 80,433 80,894 80,251 80,352 80,529 80,509 2010 69,543 91,918 94,602 95,111 95,270 95,147 95,156 2011 94,538 127,580 129,579 130,681 131,060 131,115 2012 81,528 108,834 111,503 114,699 116,291 2013 60,244 87,874 90,446 90,350 2014 101,131 132,909 136,634 2015 79,048 106,182 2016 83,966 Total 1,044,298 All outstanding liabilities before 2007, net of reinsurance 254 Liabilities for loss and loss adjustment expenses, net of reinsurance 42,279 Personal Automobile (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 97,161 102,932 103,283 102,325 101,744 101,654 101,814 101,747 101,750 101,714 254 15,354 2008 100,311 106,999 106,842 103,934 100,213 99,912 99,686 99,255 99,116 264 16,042 2009 93,808 103,319 105,033 103,908 104,734 103,866 103,393 103,412 256 17,346 2010 103,340 110,075 112,346 109,515 107,490 107,405 107,224 277 20,821 2011 113,232 116,164 113,686 112,993 114,241 113,830 644 22,700 2012 113,771 114,921 109,832 109,324 110,294 988 22,332 2013 108,417 109,620 106,225 106,703 2,252 22,359 2014 102,250 109,325 106,757 6,945 22,478 2015 96,387 99,698 13,594 20,797 2016 92,727 18,187 19,044 Total 1,041,475 Personal Automobile (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 45,846 66,884 82,455 92,019 97,335 99,454 100,539 100,667 101,099 101,134 2008 50,396 73,194 84,715 91,834 95,932 97,723 98,174 98,604 98,668 2009 51,039 71,911 86,431 96,229 100,566 102,187 102,322 102,437 2010 58,786 82,490 95,300 101,540 104,061 105,849 106,453 2011 61,323 82,102 93,878 105,068 111,085 112,732 2012 63,704 82,729 94,842 102,977 107,890 2013 61,384 80,861 92,637 100,528 2014 62,519 83,739 92,589 2015 58,725 76,470 2016 57,961 Total 956,862 All outstanding liabilities before 2007, net of reinsurance 5,803 Liabilities for loss and loss adjustment expenses, net of reinsurance 90,416 Homeowners (in thousands) Incurred Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ 38,589 36,547 34,926 34,273 34,186 34,422 34,566 34,056 34,025 34,010 58 4,570 2008 41,224 41,747 39,342 39,203 38,062 38,410 38,111 38,042 38,045 65 5,139 2009 47,636 44,511 42,609 40,313 61,927 40,400 40,465 40,457 74 5,631 2010 68,373 67,525 63,285 97,761 62,462 62,402 62,339 86 9,128 2011 103,804 98,211 82,744 94,167 94,543 94,183 143 15,102 2012 87,260 82,745 86,560 86,667 86,271 251 16,927 2013 73,670 72,528 71,494 72,145 1,545 7,738 2014 80,111 82,461 83,637 1,928 8,739 2015 76,637 76,400 2,984 7,677 2016 60,105 5,646 6,402 Total 647,592 Homeowners (in thousands) Cumulative Paid Loss and Allocated Loss Adjustment Expenses, Net of Reinsurance Accident Year 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2007 $ 20,840 30,104 31,846 32,228 33,081 33,862 33,857 33,869 33,953 33,951 2008 21,277 33,535 36,271 37,086 37,763 37,837 37,933 37,939 37,930 2009 28,299 36,965 38,078 39,342 39,731 39,819 39,907 40,189 2010 43,699 58,638 60,295 61,106 62,155 62,227 62,241 2011 71,668 89,963 91,718 92,185 93,312 93,720 2012 69,056 79,584 82,720 84,250 85,196 2013 50,664 65,528 67,838 69,775 2014 61,561 76,007 79,751 2015 52,589 70,078 2016 42,252 Total 615,083 All outstanding liabilities before 2007, net of reinsurance 6,469 Liabilities for loss and loss adjustment expenses, net of reinsurance 38,978 E&S - Liability (in thousands) Incurred Loss and Loss Adjustment Expenses, Net of Reinsurance As of December 31, 2016 Accident Year 2011 2012 2013 2014 2015 2016 IBNR Cumulative Number of Reported Claims 2007 $ — — — — — — — — 2008 92 169 146 119 52 (162 ) (270 ) 35 2009 885 1,053 938 728 710 96 (630 ) 274 2010 3,294 4,106 3,369 4,299 3,831 3,055 (1,778 ) 797 2011 8,127 7,102 9,853 12,207 10,273 9,652 (599 ) 1,303 2012 42,367 42,621 43,175 46,149 46,165 9,289 1,982 2013 55,468 60,309 67,099 69,112 21,956 2,128 2014 55,316 63,505 69,929 29,236 1,888 2015 75,498 76,432 48,390 2,313 2016 94,451 84,328 1,760 Total 368,730 E&S - Liability (in thousands) Cumulative Paid Loss and Loss Adjustment Expenses, Net of Reinsurance Accident Year 2011 2012 2013 2014 2015 2016 2007 $ — — — — — — 2008 — 24 70 80 79 92 2009 — 198 431 605 626 709 2010 — 1,218 2,570 3,574 4,078 4,513 2011 — 806 3,200 6,445 9,954 9,912 2012 3,722 7,914 16,430 25,064 32,343 2013 2,715 9,470 21,980 35,200 2014 2,353 12,234 25,571 2015 3,036 13,057 2016 3,720 Total 125,117 All outstanding liabilities before 2007, net of reinsurance — Liabilities for loss and loss adjustment expenses, net of reinsurance 243,613 In 2011, the Parent purchased MUSIC, a wholly-owned E&S Lines subsidiary of Montpelier Re Holdings, Ltd. Under the terms of the purchase agreement, the Parent acquired loss and loss adjustment reserves amounting to approximately $15 million . All development on this acquired business was fully reinsured as of the acquisition date. (d) The reconciliation of the net incurred and paid claims development tables to the liability for loss and loss adjustment expenses in the consolidated statement of financial position is as follows: (in thousands) December 31, 2016 Net outstanding liabilities: Standard Commercial Lines General liability 1,070,929 Workers compensation 936,766 Commercial automobile 402,281 Businessowners' policies 86,802 Commercial property 42,279 Other Commercial Lines 11,389 Total Standard Commercial Lines net outstanding liabilities 2,550,446 Standard Personal Lines Personal automobile 90,416 Homeowners 38,978 Other Personal Lines 7,728 Total Personal Lines net outstanding liabilities 137,122 E&S Lines Commercial liability 243,613 Commercial property 13,251 Total E&S Lines net outstanding liabilities 256,864 Total liabilities for unpaid loss and loss adjustment expenses, net of reinsurance 2,944,432 Reinsurance recoverable on unpaid claims: Standard Commercial Lines General liability 179,997 Workers compensation 223,327 Commercial automobile 17,373 Businessowners' policies 7,012 Commercial property 13,615 Other Commercial Lines 2,613 Total Standard Commercial Lines reinsurance recoverable on unpaid loss 443,937 Standard Personal Lines Personal automobile 55,223 Homeowners 3,206 Other Personal Lines 82,625 Total Personal Lines reinsurance recoverable on unpaid loss 141,054 E&S Lines Commercial liability 25,741 Commercial property 468 Total E&S Lines reinsurance recoverable on unpaid loss 26,209 Total reinsurance recoverable on unpaid loss 611,200 Unallocated loss adjustment expenses 136,087 Total gross liability for unpaid loss and loss adjustment expenses 3,691,719 (e) 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 6.5% of its ultimate losses in the first year, 12.4% in the second year, and so forth. The following is supplementary information about average historical claims duration as of December 31, 2016 : 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 6.5% 12.4 15.1 16.6 15.3 10.2 5.5 4.3 2.3 2.2 Workers compensation 19.0 23.9 14.2 8.2 5.3 3.9 3.1 2.4 2.5 1.2 Commercial automobile 38.6 17.6 14.0 12.6 9.2 3.8 1.3 1.2 0.4 0.2 Businessowners’ policies 46.9 20.1 8.3 8.0 6.2 4.8 1.6 1.5 0.9 0.8 Commercial property 70.0 26.3 2.4 0.4 0.4 0.2 0.1 0.1 0.1 0.1 Personal automobile 54.9 18.9 11.3 7.8 4.1 1.6 0.4 0.1 0.3 — Homeowners 69.6 21.8 3.8 1.8 1.6 0.6 0.2 0.1 0.1 0.1 E&S Lines - liability 3.9 12.2 17.8 19.8 16.0 9.5 |