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Allowance for Credit Losses
12 Months Ended
Dec. 31, 2020
Receivables [Abstract]  
Allowance for Credit Losses ALLOWANCE FOR CREDIT LOSSES
The Company adopted the ASU 2016-13 standard, which requires the measurement of expected credit losses for financial assets measured at amortized cost, including loans and certain off-balance-sheet credit exposures. See Note 1 - Summary of Significant Accounting Policies for a description of the adoption of ASU 2016-13 and the Company's allowance methodology.
Under the standard, the Company's methodology for determining the allowance for credit losses on loans is based upon key assumptions, including the lookback periods, historic net charge-off factors, economic forecasts, reversion periods, prepayments and qualitative adjustments. The allowance is measured on a collective, or pool, basis when similar risk characteristics exist. Loans that do not share common risk characteristics are evaluated on an individual basis and are excluded from the collective evaluation. At December 31, 2020, loans totaling $5.98 billion were evaluated collectively and the allowance on these balances totaled $69.8 million and loans evaluated on an individual basis totaled $42.0 million with the specific allocations of the allowance for credit losses totaling $1.3 million.
Allowance for Credit Losses - Loans
The allowance for credit losses is summarized in the following table:
(in thousands)20202019
Balance at beginning of the period$40,003 $37,688 
Impact of adopting ASU 2016-136,656 — 
Charge-offs(2,053)(1,936)
Recoveries541 2,121 
  Net (charge-offs) recoveries(1,512)185 
Provision for credit loss - loans25,977 2,130 
Balance at end of the period$71,124 $40,003 
Accrued interest receivable on loans, reported as a component of accrued interest receivable on the consolidated balance sheet, totaled $16.1 million at December 31, 2020. The Company made the election to exclude accrued interest receivable from the estimate of credit losses.
The following table details activity in the allowance for credit losses by portfolio segment for the years ended December 31, 2020 and 2019:
(in thousands)Balance at 12/31/2019Impact of adopting ASU 2016-13 Charge-offsRecoveriesProvision for Credit Loss - LoansBalance at 12/31/2020
Non-owner occupied commercial$— $17,027 $(53)$29 $8,907 $25,910 
Owner occupied commercial— 3,080 (369)21 1,223 3,955 
Multifamily— 3,717 — — 3,536 7,253 
Non-owner occupied residential— 2,801 — 22 498 3,321 
Commercial, secured by real estate (1)28,950 (28,950)— — — — 
Commercial, industrial and other3,289 2,850 (814)207 8,133 13,665 
Construction2,672 (2,396)(77)100 487 786 
Equipment finance957 2,481 (284)65 3,333 6,552 
Residential mortgage1,725 1,217 (116)21 776 3,623 
Consumer2,410 4,829 (340)76 (916)6,059 
Total$40,003 $6,656 $(2,053)$541 $25,977 $71,124 

(in thousands)Balance at 12/31/2018Charge-offsRecoveriesProvision for Loan LossBalance at 12/31/2019
Commercial, secured by real estate$27,881 $(544)$251 $1,362 $28,950 
Commercial, industrial and other1,742 (645)1,100 1,092 3,289 
Construction3,015 — 126 (469)2,672 
Equipment finance987 (414)332 52 957 
Residential mortgage1,566 (50)66 143 1,725 
Consumer2,497 (283)246 (50)2,410 
Total$37,688 $(1,936)$2,121 $2,130 $40,003 
(1) With the adoption of ASU 2016-13 in 2020, the Company expanded its portfolio segments.
The allowance for credit losses increased to $71.1 million, 1.18% of total loans, at December 31, 2020, compared to $40.0 million, 0.78% of total loans, at December 31, 2019. The increase from December 31, 2019, was primarily due to the adoption of ASU 2016-13 and the impact of COVID-19. The Company adopted ASU 2016-13 at December 31, 2020, and recorded an increase in the allowance for credit losses on loans of $6.7 million effective January 1, 2020.
The following tables present the recorded investment in loans by portfolio segment and the related allowance for credit or loan losses for the years ended December 31, 2020 and 2019:
December 31, 2020Loans Allowance for Credit Losses
(in thousands) Individually evaluated  Collectively evaluated Acquired with deteriorated credit qualityTotalIndividually evaluatedCollectively evaluated Total
Non-owner occupied commercial$12,112 $2,382,717 $4,117 $2,398,946 $355 $25,555 $25,910 
Owner occupied commercial16,547 809,935 610 827,092 96 3,859 3,955 
Multifamily— 813,225 — 813,225 — 7,253 7,253 
Non-owner occupied residential1,459 198,334 436 200,229 43 3,278 3,321 
Commercial, industrial and other1,596 715,129 1,464 718,189 830 12,835 13,665 
Construction515 265,649 719 266,883 — 786 786 
Equipment finance— 116,690 — 116,690 — 6,552 6,552 
Residential mortgage1,490 375,482 408 377,380 — 3,623 3,623 
Consumer— 302,099 499 302,598 31 6,028 6,059 
Total loans$33,719 $5,979,260 $8,253 $6,021,232 $1,355 $69,769 $71,124 

December 31, 2019Loans Allowance for Credit Losses
(in thousands)Individually evaluated for impairmentCollectively evaluated for impairmentAcquired with deteriorated credit qualityTotalIndividually evaluated for impairmentCollectively evaluated for impairmentTotal
Commercial, secured by real estate$15,948 $3,567,540 $6,105 3,589,593 $228 $28,722 $28,950 
Commercial, industrial and other1,504 429,486 944 431,934 3,284 3,289 
Construction1,663 332,722 784 335,169 — 2,672 2,672 
Equipment finance23 111,053 — 111,076 10 947 957 
Residential mortgage2,315 332,486 390 335,191 104 1,621 1,725 
Consumer671 336,781 525 337,977 2,405 2,410 
Total loans$22,124 $5,110,068 $8,748 $5,140,940 $352 $39,651 $40,003 
Allowance for Credit Losses - Securities
The following table presents the activity in the allowance for credit losses for securities for the twelve months ended December 31, 2020 (in thousands):
(in thousands)Available for SaleHeld to MaturityTotal
Beginning balance$— $— $— 
Impact of adoption of ASU 2016-13— 30 30 
Provision for credit loss - securities(30)(28)
Ending balance
$$— $
Accrued interest receivable on securities is reported as a component of accrued interest receivable on the consolidated balance sheet and totaled $3.3 million at December 31, 2020. The Company made the election to exclude accrued interest receivable from the estimate of credit losses on securities.
Allowance for Credit Losses - Off Balance Sheet Exposures
The allowance for credit losses on off-balance sheet exposures is reported in other liabilities in the Consolidated Balance Sheets. The liability represents an estimate of expected credit losses arising from off balance sheet exposures such as letters of credit, guarantees and unfunded loan commitments. The process for measuring lifetime expected credit losses on these exposures is consistent with that for loans as discussed above, but is subject to an additional estimate reflecting the likelihood that funding will occur. No liability is recognized for off balance sheet credit exposures that are unconditionally cancellable by the Company. Adjustments to the liability are reported as a component of credit loss expense.
The following table summarizes the changes in the allowance for credit losses for off-balance sheet exposures for the year ended December 31, 2020 (in thousands):
Balance at beginning of the period$1,778 
Impact of adopting ASU 2016-13(498)
Provision for credit loss - off-balance sheet exposures1,273 
Balance at end of the period$2,553