Allowance for credit losses | 5. Allowance for credit losses Changes in the allowance for credit losses for the years ended December 31, 2017, 2016 and 2015 were as follows: Commercial, Financial, Real Estate Leasing, etc. Commercial Residential Consumer Unallocated Total (In thousands) 2017 Beginning balance $ 330,833 362,719 61,127 156,288 78,030 $ 988,997 Provision for credit losses 41,511 6,715 16,094 103,410 270 168,000 Net charge-offs Charge-offs (64,941 ) (7,931 ) (20,799 ) (130,927 ) — (224,598 ) Recoveries 21,196 12,582 8,983 42,038 — 84,799 Net (charge-offs) recoveries (43,745 ) 4,651 (11,816 ) (88,889 ) — (139,799 ) Ending balance $ 328,599 374,085 65,405 170,809 78,300 $ 1,017,198 2016 Beginning balance $ 300,404 326,831 72,238 178,320 78,199 $ 955,992 Provision for credit losses 59,506 33,627 6,902 90,134 (169 ) 190,000 Net charge-offs Charge-offs (59,244 ) (4,805 ) (26,133 ) (141,073 ) — (231,255 ) Recoveries 30,167 7,066 8,120 28,907 — 74,260 Net (charge-offs) recoveries (29,077 ) 2,261 (18,013 ) (112,166 ) — (156,995 ) Ending balance $ 330,833 362,719 61,127 156,288 78,030 $ 988,997 2015 Beginning balance $ 288,038 307,927 61,910 186,033 75,654 $ 919,562 Provision for credit losses 43,065 25,768 19,133 79,489 2,545 170,000 Net charge-offs Charge-offs (60,983 ) (16,487 ) (13,116 ) (107,787 ) — (198,373 ) Recoveries 30,284 9,623 4,311 20,585 — 64,803 Net charge-offs (30,699 ) (6,864 ) (8,805 ) (87,202 ) — (133,570 ) Ending balance $ 300,404 326,831 72,238 178,320 78,199 $ 955,992 Despite the above allocation, the allowance for credit losses is general in nature and is available to absorb losses from any loan or lease type. In establishing the allowance for credit losses, the Company estimates losses attributable to specific troubled credits identified through both normal and targeted credit review processes and also estimates losses inherent in other loans and leases on a collective basis. For purposes of determining the level of the allowance for credit losses, the Company evaluates its loan and lease portfolio by loan type. The amounts of loss components in the Company’s loan and lease portfolios are determined through a loan-by-loan analysis of larger balance commercial loans and commercial real estate loans that are in nonaccrual status and by applying loss factors to groups of loan balances based on loan type and management’s classification of such loans under the Company’s loan grading system. Measurement of the specific loss components is typically based on expected future cash flows, collateral values and other factors that may impact the borrower’s ability to pay. In determining the allowance for credit losses, the Company utilizes a loan grading system which is applied to commercial and commercial real estate credits on an individual loan basis. Loan grades are assigned loss component factors that reflect the Company’s loss estimate for each group of loans and leases. Factors considered in assigning loan grades and loss component factors include borrower-specific information related to expected future cash flows and operating results, collateral values, geographic location, financial condition and performance, payment status, and other information; levels of and trends in portfolio charge-offs and recoveries; levels of and trends in portfolio delinquencies and impaired loans; changes in the risk profile of specific portfolios; trends in volume and terms of loans; effects of changes in credit concentrations; and observed trends and practices in the banking industry. The following tables provide information with respect to loans and leases that were considered impaired as of December 31, 2017 and 2016 and for the years ended December 31, 2017, 2016 and 2015. December 31, 2017 December 31, 2016 Recorded Investment Unpaid Principal Balance Related Allowance Recorded Investment Unpaid Principal Balance Related Allowance (In thousands) With an allowance recorded: Commercial, financial, leasing, etc. $ 177,250 194,257 45,488 168,072 184,432 48,480 Real estate: Commercial 67,199 75,084 9,140 71,862 86,666 11,620 Residential builder and developer 5,320 5,641 308 7,396 8,361 506 Other commercial construction 4,817 20,357 647 2,475 2,731 448 Residential 101,724 122,602 4,000 86,680 105,944 3,457 Residential — limited documentation 77,277 92,439 3,900 82,547 97,718 6,000 Consumer: Home equity lines and loans 48,847 53,914 8,812 44,693 48,965 8,027 Automobile 13,498 15,737 2,811 16,982 18,272 3,740 Other 3,220 5,872 656 3,791 5,296 776 499,152 585,903 75,762 484,498 558,385 83,054 With no related allowance recorded: Commercial, financial, leasing, etc. 89,126 115,327 — 100,805 124,786 — Real estate: Commercial 138,356 149,716 — 113,276 121,846 — Residential builder and developer 5,057 5,296 — 14,368 21,124 — Other commercial construction 5,456 9,130 — 15,933 35,281 — Residential 13,574 18,980 — 16,823 24,161 — Residential — limited documentation 9,588 16,138 — 15,429 24,590 — 261,157 314,587 — 276,634 351,788 — Total: Commercial, financial, leasing, etc. 266,376 309,584 45,488 268,877 309,218 48,480 Real estate: Commercial 205,555 224,800 9,140 185,138 208,512 11,620 Residential builder and developer 10,377 10,937 308 21,764 29,485 506 Other commercial construction 10,273 29,487 647 18,408 38,012 448 Residential 115,298 141,582 4,000 103,503 130,105 3,457 Residential — limited documentation 86,865 108,577 3,900 97,976 122,308 6,000 Consumer: Home equity lines and loans 48,847 53,914 8,812 44,693 48,965 8,027 Automobile 13,498 15,737 2,811 16,982 18,272 3,740 Other 3,220 5,872 656 3,791 5,296 776 Total $ 760,309 900,490 75,762 761,132 910,173 83,054 Year Ended December 31, 2017 Year Ended December 31, 2016 Interest Income Recognized Interest Income Recognized Average Recorded Investment Total Cash Basis Average Recorded Investment Total Cash Basis (In thousands) Commercial, financial, leasing, etc. $ 240,157 3,894 3,894 277,647 8,342 8,342 Real estate: Commercial 207,616 4,497 4,497 175,877 4,878 4,878 Residential builder and developer 16,209 6,419 6,419 29,237 2,300 2,300 Other commercial construction 15,142 1,001 1,001 19,697 644 644 Residential 110,646 7,177 3,406 98,394 6,227 3,154 Residential — limited documentation 93,097 5,981 1,607 103,060 5,999 1,975 Consumer: Home equity lines and loans 47,323 1,681 400 36,493 1,325 410 Automobile 15,045 1,025 81 19,636 1,242 99 Other 3,363 308 11 9,218 440 83 Total $ 748,598 31,983 21,316 769,259 31,397 21,885 Year Ended December 31, 2015 Interest Income Recognized Average Recorded Investment Total Cash Basis (In thousands) Commercial, financial, leasing, etc. $ 236,201 2,933 2,933 Real estate: Commercial 166,628 6,243 6,243 Residential builder and developer 59,457 335 335 Other commercial construction 20,276 2,311 2,311 Residential 101,483 6,188 4,037 Residential — 118,449 6,380 2,638 Consumer: Home equity lines and loans 21,523 905 261 Automobile 25,675 1,619 175 Other 18,809 729 113 Total $ 768,501 27,643 19,046 Commercial loans and commercial real estate loans with a lower expectation of default are assigned one of ten possible “pass” loan grades and are generally ascribed lower loss factors when determining the allowance for credit losses. Loans with an elevated level of credit risk are classified as “criticized” and are ascribed a higher loss factor when determining the allowance for credit losses. Criticized loans may be classified as “nonaccrual” if the Company no longer expects to collect all amounts according to the contractual terms of the loan agreement or the loan is delinquent 90 days or more. Furthermore, criticized nonaccrual commercial loans and commercial real estate loans are considered impaired and, as a result, specific loss allowances on such loans are established within the allowance for credit losses to the extent appropriate in each individual instance. The following table summarizes the loan grades applied to the various classes of the Company’s commercial loans and commercial real estate loans. Real Estate Commercial, Residential Other Financial, Builder and Commercial Leasing, etc. Commercial Developer Construction (In thousands) December 31, 2017 Pass $ 20,490,486 24,380,184 1,485,148 6,270,812 Criticized accrual 1,011,174 723,777 140,119 164,812 Criticized nonaccrual 240,991 184,982 6,451 10,088 Total $ 21,742,651 25,288,943 1,631,718 6,445,712 December 31, 2016 Pass $ 21,398,581 24,570,269 1,789,071 5,912,351 Criticized accrual 950,032 741,274 116,548 165,862 Criticized nonaccrual 261,434 176,201 16,707 18,111 Total $ 22,610,047 25,487,744 1,922,326 6,096,324 In determining the allowance for credit losses, residential real estate loans and consumer loans are generally evaluated collectively after considering such factors as payment performance and recent loss experience and trends, which are mainly driven by current collateral values in the market place as well as the amount of loan defaults. Loss rates on such loans are determined by reference to recent charge-off history and are evaluated (and adjusted if deemed appropriate) through consideration of other factors including near-term forecasted loss estimates developed by the Company’s credit department. In arriving at such forecasts, the Company considers the current estimated fair value of its collateral based on geographical adjustments for home price depreciation/appreciation and overall borrower repayment performance. With regard to collateral values, the realizability of such values by the Company contemplates repayment of any first lien position prior to recovering amounts on a second lien position. However, residential real estate loans and outstanding balances of home equity loans and lines of credit that are more than 150 days past due are generally evaluated for collectibility on a loan-by-loan basis giving consideration to estimated collateral values. The carrying value of residential real estate loans and home equity loans and lines of credit for which a partial charge-off has been recognized aggregated $34 million and $25 million, respectively, at December 31, 2017 and $44 million and $32 million, respectively, at December 31, 2016. Residential real estate loans and home equity loans and lines of credit that were more than 150 days past due but did not require a partial charge-off because the net realizable value of the collateral exceeded the outstanding customer balance totaled $20 million and $32 million, respectively, at December 31, 2017 and $16 million and $39 million, respectively, at December 31, 2016. The Company also measures additional losses for purchased impaired loans when it is probable that the Company will be unable to collect all cash flows expected at acquisition plus additional cash flows expected to be collected arising from changes in estimates after acquisition. Given the inherent subjectivity and potential imprecision involved in determining the allocated portion of the allowance for credit losses, the Company also provides an inherent unallocated portion of the allowance. The unallocated portion of the allowance is intended to recognize probable losses that are not otherwise identifiable and includes management’s subjective determination of amounts necessary to provide for the possible use of imprecise estimates in determining the allocated portion of the allowance. Therefore, the level of the unallocated portion of the allowance is primarily reflective of the inherent imprecision in the various calculations used in determining the allocated portion of the allowance for credit losses. Other factors that could also lead to changes in the unallocated portion include the effects of expansion into new markets for which the Company does not have the same degree of familiarity and experience regarding portfolio performance in changing market conditions, the introduction of new loan and lease product types, and other risks associated with the Company’s loan portfolio that may not be specifically identifiable. The allocation of the allowance for credit losses summarized on the basis of the Company’s impairment methodology was as follows: Commercial, Financial, Real Estate Leasing, etc. Commercial Residential Consumer Total (In thousands) December 31, 2017 Individually evaluated for impairment $ 45,488 10,095 7,900 12,279 $ 75,762 Collectively evaluated for impairment 283,111 363,990 47,645 158,530 853,276 Purchased impaired — — 9,860 — 9,860 Allocated $ 328,599 374,085 65,405 170,809 938,898 Unallocated 78,300 Total $ 1,017,198 December 31, 2016 Individually evaluated for impairment $ 48,480 12,500 9,457 12,543 $ 82,980 Collectively evaluated for impairment 282,353 348,301 47,993 143,745 822,392 Purchased impaired — 1,918 3,677 — 5,595 Allocated $ 330,833 362,719 61,127 156,288 910,967 Unallocated 78,030 Total $ 988,997 The recorded investment in loans and leases summarized on the basis of the Company’s impairment methodology was as follows: Commercial, Financial, Real Estate Leasing, etc. Commercial Residential Consumer Total (In thousands) December 31, 2017 Individually evaluated for impairment $ 266,376 226,205 202,163 65,565 $ 760,309 Collectively evaluated for impairment 21,476,254 33,117,512 19,023,843 13,201,050 86,818,659 Purchased impaired 21 22,656 387,338 — 410,015 Total $ 21,742,651 33,366,373 19,613,344 13,266,615 $ 87,988,983 December 31, 2016 Individually evaluated for impairment $ 268,877 224,630 201,479 65,466 $ 760,452 Collectively evaluated for impairment 22,340,529 33,222,080 21,871,726 12,080,597 89,514,932 Purchased impaired 641 59,684 517,707 — 578,032 Total $ 22,610,047 33,506,394 22,590,912 12,146,063 $ 90,853,416 |