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Loans and Leases
12 Months Ended
Dec. 31, 2020
Loans and Leases Receivable Disclosure [Abstract]  
Loans and Leases Loans and Leases
The following table summarizes loans and leases:
At December 31,
(In thousands)20202019
Commercial non-mortgage$7,085,076 $5,296,611 
Asset-based890,598 1,046,886 
Commercial real estate6,322,637 5,949,339 
Equipment financing602,224 537,341 
Commercial portfolio14,900,535 12,830,177 
Residential4,782,016 4,972,685 
Home equity1,802,865 2,014,544 
Other consumer155,799 219,580 
Consumer portfolio6,740,680 7,206,809 
Loans and leases (1) (2) (3)
$21,641,215 $20,036,986 
(1)Loan balances include net deferred (fees)/costs and net (premiums)/discounts of $(10.5) million and $17.6 million at December 31, 2020 and 2019, respectively. The change in net balance is driven by deferred fees on PPP loans.
(2)At December 31, 2020, the Company had pledged $7.7 billion of eligible loans as collateral to support borrowing capacity at the FHLB of Boston and the FRB of Boston.
(3)Loan balances exclude accrued interest receivable of $57.8 million and $59.0 million at December 31, 2020 and 2019, respectively, which is included in accrued interest receivable and other assets in the accompanying Consolidated Balance Sheets.
Equipment financing includes net investment in leases of $236.1 million and $169.3 million at December 31, 2020 and 2019, respectively. Total undiscounted cash flows, primarily due within the next five years, amounted to $256.3 million at December 31, 2020. This lessor activity resulted in interest income of $7.1 million and $5.5 million for year ended December 31, 2020 and 2019, respectively.
Loans and Leases Aging
The following tables summarize the aging of loans and leases:
 At December 31, 2020
(In thousands)30-59 Days
Past Due and
Accruing
60-89 Days
Past Due and
Accruing
90 or More Days Past Due
and Accruing
Non-accrualTotal Past Due and Non-accrualCurrentTotal Loans
and Leases
Commercial non-mortgage$612 $903 $445 $64,073 $66,033 $7,019,043 $7,085,076 
Asset-based1,174 — — 2,594 3,768 886,830 890,598 
Commercial real estate2,400 619 — 21,231 24,250 6,298,387 6,322,637 
Equipment financing5,107 2,308 — 7,299 14,714 587,510 602,224 
Commercial portfolio9,293 3,830 445 95,197 108,765 14,791,770 14,900,535 
Residential 4,334 6,330 — 41,081 51,745 4,730,271 4,782,016 
Home equity 5,500 1,771 — 31,030 38,301 1,764,564 1,802,865 
Other consumer878 601 — 652 2,131 153,668 155,799 
Consumer portfolio10,712 8,702 — 72,763 92,177 6,648,503 6,740,680 
Total$20,005 $12,532 $445 $167,960 $200,942 $21,440,273 $21,641,215 

 At December 31, 2019
(In thousands)30-59 Days
Past Due and
Accruing
60-89 Days
Past Due and
Accruing
90 or More Days Past Due
and Accruing
Non-accrualTotal Past Due and
Non-accrual
CurrentTotal Loans
and Leases
Commercial non-mortgage$2,094 $617 $— $59,369 $62,080 $5,234,531 $5,296,611 
Asset-based— — — 139 139 1,046,747 1,046,886 
Commercial real estate1,256 454 — 11,563 13,273 5,936,066 5,949,339 
Equipment financing5,493 292 — 5,433 11,218 526,123 537,341 
Commercial portfolio8,843 1,363 — 76,504 86,710 12,743,467 12,830,177 
Residential7,166 6,441 — 43,193 56,800 4,915,885 4,972,685 
Home equity8,267 5,551 — 30,170 43,988 1,970,556 2,014,544 
Other consumer4,269 807 — 1,192 6,268 213,312 219,580 
Consumer portfolio19,702 12,799 — 74,555 107,056 7,099,753 7,206,809 
Total$28,545 $14,162 $— $151,059 $193,766 $19,843,220 $20,036,986 
The following table provides additional detail related to loans and leases on non-accrual status:
At December 31,
20202019
(In thousands)NonaccrualNonaccrual With No AllowanceNonaccrualNonaccrual With No Allowance
Commercial non-mortgage$64,073 $16,985 $59,369 $13,584 
Asset-based2,594 — 139 — 
Commercial real estate21,231 15,529 11,563 4,717 
Equipment financing7,299 2,983 5,433 2,159 
Commercial portfolio95,197 35,497 76,504 20,460 
Residential41,081 29,843 43,193 19,271 
Home equity31,030 24,091 30,170 15,195 
Other consumer652 1,192 — 
Consumer portfolio72,763 53,936 74,555 34,466 
Total $167,960 $89,433 $151,059 $54,926 
Interest on non-accrual residential and home equity loans that would have been recorded as additional interest income had the loans been current in accordance with the original terms totaled $9.7 million, $11.3 million, and $9.7 million for the years ended December 31, 2020, 2019, and 2018, respectively.
Allowance for Credit Losses on Loans and Leases
The following tables summarize the activity in, as well as the loan and lease balances that were evaluated for, ACL on loans and leases: 
 At or for the Years ended December 31,
202020192018
(In thousands)Commercial PortfolioConsumer PortfolioTotalCommercial PortfolioConsumer PortfolioTotalCommercial PortfolioConsumer PortfolioTotal
ACL on loans and leases:
Beginning balance$161,669 $47,427 $209,096 $164,073 $48,280 $212,353 $144,746 $55,248 $199,994 
Adoption of ASU No. 2016-13 (CECL)
34,024 23,544 57,568 — — — — — — 
Provision charged to expense156,336 (18,488)137,848 29,174 8,626 37,800 35,356 6,644 42,000 
Charge-offs(42,925)(12,408)(55,333)(33,327)(19,153)(52,480)(20,704)(22,683)(43,387)
Recoveries3,140 7,112 10,252 1,749 9,674 11,423 4,675 9,071 13,746 
Ending balance$312,244 $47,187 $359,431 $161,669 $47,427 $209,096 $164,073 $48,280 $212,353 
Individually evaluated for impairment11,687 4,450 16,137 9,428 4,821 14,249 9,681 5,669 15,350 
Collectively evaluated for impairment$300,557 $42,737 $343,294 $152,241 $42,606 $194,847 $154,392 $42,611 $197,003 
Loan and lease balances:
Individually evaluated for impairment$163,655 $145,767 $309,422 $131,123 $125,287 $256,410 $116,655 $142,675 $259,330 
Collectively evaluated for impairment14,736,880 6,594,913 21,331,793 12,699,054 7,081,522 19,780,576 11,535,493 6,670,666 18,206,159 
Loans and leases$14,900,535 $6,740,680 $21,641,215 $12,830,177 $7,206,809 $20,036,986 $11,652,148 $6,813,341 $18,465,489 
The increase in ACL at December 31, 2020 as compared to December 31, 2019, is primarily attributable to the initial adoption of the CECL lifetime loss accounting model and the impact of current and forecasted macroeconomic conditions on credit models, which were negatively affected by the emergence of the COVID-19 pandemic in 2020.
Credit Quality Indicators. To measure credit risk for the commercial portfolio, the Company employs a dual grade credit risk grading system for estimating the PD and LGD. This credit risk grading system has not changed with the adoption of CECL. The credit risk grade system assigns a rating to each borrower and to the facility, which together form a Composite Credit Risk Profile. The credit risk grade system categorizes borrowers by common financial characteristics that measure the credit strength of borrowers and facilities by common structural characteristics. The Composite Credit Risk Profile has ten grades, with each grade corresponding to a progressively greater risk of loss. Grades (1) to (6) are considered pass ratings and (7) to (10) are considered criticized, as defined by the regulatory agencies. Risk ratings, assigned to differentiate risk within the portfolio, are reviewed on an ongoing basis and revised to reflect changes in a borrowers’ current financial position and outlook, risk profile, and the related collateral and structural position. Loan officers review updated financial information on at least an annual basis for all pass rated loans to assess the accuracy of the risk grade. Criticized loans undergo more frequent reviews and enhanced monitoring. A (7)-"Special Mention" rating has a potential weakness that, if left uncorrected, may result in deterioration of the repayment prospects for the credit. A (8)-"Substandard" rating has a well-defined weakness that jeopardizes the full repayment of the debt. A (9)-"Doubtful" rating has all of the same weaknesses as a substandard credit with the added characteristic that the weakness makes collection or liquidation in full, given current facts, conditions, and values, improbable. Credits when classified as (10)-"Loss," in accordance with regulatory guidelines, are considered uncollectible and charged off.
To measure credit risk for the consumer portfolio, the most relevant credit characteristic is the FICO score, which is a widely used credit scoring system that ranges from 300 to 850. A lower FICO score is indicative of higher credit risk. FICO scores are updated at least quarterly.
The following table summarizes commercial, commercial real estate, and equipment financing loans and leases segregated by origination year and risk rating exposure under the Composite Credit Risk Profile grades as of December 31, 2020:
(In thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisTotal
Commercial non-mortgage
Pass$2,771,373 $1,052,080 $907,110 $481,321 $231,280 $218,001 $936,592 $6,597,757 
Special mention32,535 33,969 62,034 435 8,357 13,757 38,496 189,583 
Substandard54,716 51,798 66,324 36,159 15,535 23,957 49,084 297,573 
Doubtful— — — 163 — — — 163 
Commercial non-mortgage2,858,624 1,137,847 1,035,468 518,078 255,172 255,715 1,024,172 7,085,076 
Asset-based
Pass26,344 15,960 23,123 11,333 10,963 16,484 741,336 845,543 
Special mention— — 775 — — — 41,687 42,462 
Substandard— 2,504 — — — — 89 2,593 
Asset-based26,344 18,464 23,898 11,333 10,963 16,484 783,112 890,598 
Commercial real estate
Pass965,582 1,461,201 1,242,322 527,931 554,630 1,165,331 28,113 5,945,110 
Special mention27 10,385 70,704 37,539 35,617 69,832 — 224,104 
Substandard817 1,132 21,923 73,621 2,962 52,968 — 153,423 
Commercial real estate966,426 1,472,718 1,334,949 639,091 593,209 1,288,131 28,113 6,322,637 
Equipment financing
Pass249,370 135,263 68,092 26,433 43,469 22,879 — 545,506 
Special mention7,934 11,043 6,981 1,220 1,577 788 — 29,543 
Substandard7,483 6,169 5,749 2,460 4,743 571 — 27,175 
Equipment financing264,787 152,475 80,822 30,113 49,789 24,238 — 602,224 
Commercial portfolio$4,116,181 $2,781,504 $2,475,137 $1,198,615 $909,133 $1,584,568 $1,835,397 $14,900,535 
The following table summarizes residential and consumer loans segregated by origination year and risk rating exposure under FICO score groupings as of December 31, 2020:
(In thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisTotal
Residential
800+$360,336 $283,755 $61,048 $178,849 $268,044 $805,537 $— $1,957,569 
740-799654,973 288,173 58,249 133,416 176,286 492,720 — 1,803,817 
670-739199,329 118,620 39,125 75,375 76,666 248,268 — 757,383 
580-66917,151 19,389 8,884 11,843 12,225 96,333 — 165,825 
579 and below— 36,498 673 3,278 3,179 53,794 — 97,422 
Residential1,231,789 746,435 167,979 402,761 536,400 1,696,652 — 4,782,016 
Home equity
800+30,604 16,567 25,205 14,439 17,192 59,956 542,600 706,563 
740-79934,797 13,565 19,715 11,073 12,839 43,802 434,271 570,062 
670-73913,753 8,855 10,761 10,206 7,318 44,025 275,691 370,609 
580-6691,708 2,172 2,660 2,234 2,316 16,680 86,126 113,896 
579 and below129 919 880 1,070 1,073 7,163 30,501 41,735 
Home equity80,991 42,078 59,221 39,022 40,738 171,626 1,369,189 1,802,865 
Other consumer
800+2,827 5,725 2,610 658 115 190 7,171 19,296 
740-79912,317 21,036 8,925 1,493 457 263 5,119 49,610 
670-73914,761 31,952 11,843 2,284 665 228 8,403 70,136 
580-6692,344 5,419 2,360 793 194 124 1,570 12,804 
579 and below608 982 500 183 37 215 1,428 3,953 
Other consumer32,857 65,114 26,238 5,411 1,468 1,020 23,691 155,799 
Consumer portfolio1,345,637 853,627 253,438 447,194 578,606 1,869,298 1,392,880 6,740,680 
Commercial portfolio4,116,181 2,781,504 2,475,137 1,198,615 909,133 1,584,568 1,835,397 14,900,535 
Loans and leases$5,461,818 $3,635,131 $2,728,575 $1,645,809 $1,487,739 $3,453,866 $3,228,277 $21,641,215 
The following table presents the required credit quality disclosures prior to the adoption of CECL:
At December 31, 2019
(In thousands)CommercialCommercial Real EstateEquipment Financing
(1) - (6) Pass$5,985,338 $5,860,981 $528,561 
(7) Special Mention94,809 26,978 808 
(8) Substandard259,490 61,380 7,972 
(9) Doubtful3,860 — — 
Total$6,343,497 $5,949,339 $537,341 
Individually Assessed Loans and Leases
The following tables summarize individually assessed loans and leases:
 At December 31, 2020
(In thousands)Unpaid
Principal
Balance
Amortized CostAmortized Cost No AllowanceAmortized Cost With AllowanceRelated
Allowance
Commercial non-mortgage$172,069 $119,884 $55,742 $64,142 $9,665 
Asset-based2,989 2,594 — 2,594 50 
Commercial real estate37,177 33,879 25,931 7,948 1,610 
Equipment financing7,770 7,298 2,983 4,315 362 
Residential108,077 98,164 58,915 39,249 3,357 
Home equity109,156 46,950 34,335 12,615 988 
Other consumer2,381 653 651 105 
Total$439,619 $309,422 $177,908 $131,514 $16,137 

 At December 31, 2019
(In thousands)Unpaid
Principal
Balance
Amortized CostAmortized Cost
No Allowance
Amortized Cost
With Allowance
Related
Allowance
Commercial non-mortgage$140,096 $102,254 $29,739 $72,515 $7,862 
Asset based465 139 — 139 
Commercial real estate29,292 23,297 14,818 8,479 1,143 
Equipment financing5,591 5,433 2,159 3,274 418 
Residential98,790 90,096 56,231 33,865 3,618 
Home equity38,503 35,191 27,672 7,519 1,203 
Other consumer— — — — — 
Total$312,737 $256,410 $130,619 $125,791 $14,249 
(1)Partially charged-off other consumer loans were included in collectively evaluated for impairment at December 31, 2019.
The following table summarizes average amortized cost and interest income recognized for individually assessed loans and leases:
Years ended December 31,
202020192018
(In thousands)Average
Amortized Cost
Accrued
Interest
Income
Cash Basis Interest Income Average
Amortized Cost
Accrued
Interest
Income
Cash Basis Interest Income Average
Amortized Cost
Accrued
Interest
Income
Cash Basis Interest Income
Commercial non-mortgage$111,069 $3,836 $— $100,771 $3,241 $— $85,585 $3,064 $— 
Asset based1,367 — — 182 — — 407 — — 
Commercial real estate28,588 699 — 17,062 385 — 11,027 198 — 
Equipment financing6,366 — — 5,874 — — 4,820 112 — 
Residential94,130 3,484 1,442 96,814 3,502 1,078 108,913 3,781 1,106 
Home equity41,070 1,315 1,826 37,167 1,045 981 42,290 1,158 980 
Other consumer327 32 — — — — — — — 
Total$282,917 $9,366 $3,268 $257,870 $8,173 $2,059 $253,042 $8,313 $2,086 
Collateral Dependent Loans and Leases. A loan is considered collateral dependent when the borrower is experiencing financial difficulty and repayment is substantially expected through the operation or sale of collateral. A collateral dependent loan is individually assessed based on the fair value of the collateral, less costs to sell, as of the reporting date. Commercial non-mortgage, asset based, and equipment financing are collateralized by equipment, inventory, receivables, or other non-real estate assets. Commercial real estate, residential, and home equity are collateralized by real estate. Collateral value on collateral dependent loans and leases was $150.3 million at December 31, 2020 and $109.8 million at December 31, 2019.
The following table summarizes whether, or not, individually assessed loans and leases are collateral dependent:
At December 31, 2020At December 31, 2019
(In thousands)Collateral DependentNot Considered Collateral DependentTotalCollateral DependentNot Considered Collateral DependentTotal
Commercial non-mortgage$11,074 $108,810 $119,884 $10,682 $91,572 $102,254 
Asset-based2,504 90 2,594 — 139 139 
Commercial real estate28,482 5,397 33,879 14,097 9,200 23,297 
Equipment financing— 7,298 7,298 — 5,433 5,433 
Residential33,980 64,184 98,164 17,635 72,461 90,096 
Home equity26,796 20,154 46,950 17,136 18,055 35,191 
Other consumer— 653 653 — — — 
Total amortized cost of CDA$102,836 $206,586 $309,422 $59,550 $196,860 $256,410 

Troubled Debt Restructurings
The following table summarizes information for TDRs:
At December 31,
(Dollars in thousands)20202019
Accrual status$140,089 $136,449 
Non-accrual status95,338 100,989 
Total TDRs$235,427 $237,438 
Specific reserves for TDRs included in the balance of ACL on loans and leases$12,728 $12,956 
Additional funds committed to borrowers in TDR status12,895 4,856 
The portion of TDRs deemed to be uncollectible, $18.4 million, $21.8 million, and $14.3 million, for the years ended December 31, 2020, 2019 and 2018, respectively, were charged-off.
The following table provides information on the type of concession for loans and leases modified as TDRs:
Years ended December 31,
202020192018
Number of
Loans and
Leases
Post-Modification
Recorded
Investment(1)
Number of
Loans and
Leases
Post-Modification
Recorded
Investment(1)
Number of
Loans and
Leases
Post-Modification
Recorded
Investment(1)
(Dollars in thousands)
Commercial portfolio
Extended Maturity12 $1,142 18 $10,769 18 $1,656 
Adjusted Interest Rate96 112 — — 
Maturity/Rate Combined984 11 673 18 10,327 
Other (2)
27 40,434 31 70,002 21 46,359 
Consumer portfolio
Extended Maturity673 13 1,926 489 
Maturity/Rate Combined15 1,467 19 2,381 15 1,565 
Other (2)
122 10,895 42 2,908 66 6,385 
Total TDRs192 $55,691 136 $88,771 143 $66,781 
(1)Post-modification balances approximate pre-modification balances. The aggregate amount of charge-offs as a result of the restructurings was not significant.
(2)Other includes covenant modifications, forbearance, loans discharged under Chapter 7 bankruptcy, or other concessions.
With respect to loans and leases modified as TDRs within the previous 12 months and for which there was a payment default, there were 4 loans and leases in the commercial portfolio with an amortized cost of $12.4 million for the year ended December 31, 2020. There were 7 loans and leases in the commercial portfolio with an amortized cost of $2.6 million for the year ended December 31, 2019. There were no significant amounts for the year ended December 31, 2018.
TDRs in commercial non-mortgage, commercial real estate, and equipment financing segregated by risk rating exposure is as follows:
At December 31,
(In thousands)20202019
Pass$12,462 $3,952 
Special Mention— 63 
Substandard105,070 104,277 
Doubtful163 3,860 
Total$117,695 $112,152