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Loans and Allowance for Credit Losses
12 Months Ended
Dec. 31, 2020
Loans and Leases Receivable Disclosure [Abstract]  
Loans and Allowance for Credit Losses Loans and Allowance for Credit Losses
Loans are presented in the Consolidated Statements of Financial Condition net of deferred loan fees and costs, and discounts related to purchased loans. Net deferred fees were $6.0 million as of December 31, 2020 and net deferred costs were $2.8 million as of December 31, 2019 and discounts on purchased loans were $7.0 million and $8.5 million at December 31, 2020 and 2019, respectively. The following table provides outstanding balances related to each of our loan types as of December 31:
20202019
Total LoansOriginated LoansAcquired LoansTotal Loans
 (dollars in thousands)
Commercial, financial, agricultural and other$1,555,986 $1,212,026 $29,827 $1,241,853 
Time and demand1,541,382 
Commercial credit cards14,604 
Real estate construction427,221 442,777 6,262 449,039 
Residential real estate1,750,592 1,415,808 265,554 1,681,362 
Residential first lien1,144,323 
Residential junior lien/home equity606,269 
Commercial real estate2,211,569 1,958,346 159,173 2,117,519 
Multifamily371,239 
Nonowner occupied1,421,151 
Owner occupied419,179 
Loans to individuals815,815 685,416 13,959 699,375 
Automobile712,800 
Consumer credit cards12,360 
Consumer other90,655 
Total loans $6,761,183 $5,714,373 $474,775 $6,189,148 
The above table reflects loan categories used in the calculation of the allowance for credit losses. With the adoption of CECL in 2020, eleven categories with similar risk characteristics were identified. The totals provided for 2019 reflect the categories used in 2019 under the incurred methodology.
Commercial, financial, agricultural and other loans at December 31, 2020 includes $478.9 million in PPP loans for small businesses who meet the necessary eligibility requirements. PPP loans are 100% guaranteed by the SBA under the CARES Act and are forgivable, in whole or in part, if the proceeds are used for payroll and other permitted purposes in accordance with the PPP requirements. Because PPP loans are fully guaranteed by the SBA, there is no allowance for credit losses recognized for these loans. Although the Company believes that the majority of these loans will ultimately be forgiven by the SBA in accordance with the terms of the program, there could be risks and liability to the Company associated with participation in the program.

First Commonwealth’s loan portfolio includes five primary loan categories. When calculating the allowance for credit losses these categories are classified into eleven portfolio segments. The composition of loans by portfolio segment includes;

Commercial, financial, agricultural and other
Time & Demand - Consists primarily of commercial and industrial loans. This category consists of loans that are typically cash flow dependent and therefore have different risk and loss characteristics than other commercial loans. Loans in this category include revolving and term structures with fixed and variable interest rates. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and economic conditions measured by GDP.

Commercial Credit Cards - Consists of unsecured credit cards for commercial customers. These commercial credit cards have separate characteristics outside of normal commercial non-real estate loans, as they tend to have shorter overall duration. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and economic conditions measured by GDP.

Real estate construction
Includes both 1-4 family and commercial construction loans. The risk and loss characteristics of the construction category are different than other real estate secured categories due to the collateral being at various stages of completion. The primary
macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and measures of completed construction projects.

Residential real estate
Residential first lien - Consists of loans with collateral of 1-4 family residencies with a senior lien position. The risk and loss characteristics are unique for this group because the collateral for these loans are the borrower’s primary residence. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and residential property values.

Residential Junior Lien/Home Equity - Consists of loans with collateral of 1-4 family residencies with an open end line of credit or junior lien position. The junior lien position for the majority of these loans provides a higher risk of loss than other residential real estate loans. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and residential property values.

Commercial real estate
Multifamily - Consists of loans secured by commercial multifamily properties. Real estate related to rentals to consumers could provide unique risk and loss characteristics. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of commercial real estate values and rental vacancy.

Nonowner Occupied - Consists of loans secured by commercial real estate non-owner occupied and provides different loss characteristics than other real estate categories. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and economic conditions measured by GDP.

Owner Occupied - Consists of loans secured by commercial real estate owner occupied properties. The risk and loss characteristics of this category were considered different than other real estate categories because it is owner occupied and would impact the ability to conduct business. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of national unemployment and economic conditions measured by GDP.

Loans to individuals
Automobile - Consists of both direct and indirect loans with automobiles and recreational vehicles held as collateral. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of consumer sentiment and automobile retention value.

Consumer Credit Cards – Consists of unsecured consumer credit cards The primary macroeconomic drivers for estimating credit losses for this category include forecasts of consumer sentiment and economic conditions measured by GDP.

Other Consumer - Consists of lines of credit, student loans and other consumer loans, not secured by real estate or autos. The primary macroeconomic drivers for estimating credit losses for this category include forecasts of consumer sentiment and the level of household debt.
The allowance for credit losses is calculated by pooling loans of similar credit risk characteristics and applying a discounted cash flow methodology after incorporating probability of default and loss given default estimates. Probability of default represents an estimate of the likelihood of default and loss given default measures the expected loss upon default. Inputs impacting the expected losses include a forecast of macroeconomic factors, using a weighted forecast from a nationally recognized firm. Our model incorporates a one-year forecast of macroeconomic factors, after which the factors revert back to the historical mean over a one-year period. The most significant macroeconomic factor used in estimating credit losses is the national unemployment rate. The forecasted value for national unemployment at December 31, 2020 was 6.68% and during the one-year forecast period it was projected to average 7.25%, with a peak of 7.48%.
Credit Quality Information
As part of the on-going monitoring of credit quality within the loan portfolio, the following credit worthiness categories are used in grading our commercial loans:
Pass
Acceptable levels of risk exist in the relationship. Includes all loans not classified as OAEM, substandard or doubtful.
Other Assets Especially Mentioned (OAEM)

Potential weaknesses that deserve management’s close attention. The potential weaknesses may result in deterioration of the repayment prospects or weaken the Bank’s credit position at some future date. The credit risk may be relatively minor, yet constitute an undesirable risk in light of the circumstances surrounding the specific credit. No loss of principal or interest is expected.
SubstandardWell-defined weakness or a weakness that jeopardizes the repayment of the debt. A loan may be classified as substandard as a result of deterioration of the borrower’s financial condition and repayment capacity. Loans for which repayment plans have not been met or collateral equity margins do not protect the Company may also be classified as substandard.
DoubtfulLoans with the characteristics of substandard loans with the added characteristic that collection or liquidation in full, on the basis of presently existing facts and conditions, is highly improbable.
The Company’s internal creditworthiness grading system provides a measurement of credit risk based primarily on an evaluation of the borrower’s cash flow and collateral. Category ratings are reviewed each quarter, at which time management analyzes the results, as well as other external statistics and factors related to loan performance.

The following tables represent our credit risk profile by creditworthiness category for the years ended December 31:
 2020
Non-Pass
 PassOAEMSubstandardDoubtfulLossTotal Non-PassTotal
 (dollars in thousands)
Commercial, financial, agricultural and other$1,491,916 $48,233 $15,837 $ $ $64,070 $1,555,986 
Time and demand1,477,312 48,233 15,837 — — 64,070 1,541,382 
Commercial credit cards14,604 — — — — — 14,604 
Real estate construction426,663 504 54   558 427,221 
Residential real estate1,740,992 1,902 7,698   9,600 1,750,592 
Residential first lien1,138,409 1,780 4,134 — — 5,914 1,144,323 
Residential junior lien/home equity602,583 122 3,564 — — 3,686 606,269 
Commercial real estate1,983,258 175,995 52,316   228,311 2,211,569 
Multifamily369,883 131 1,225 — — 1,356 371,239 
Nonowner occupied1,216,252 161,336 43,563 — — 204,899 1,421,151 
Owner occupied397,123 14,528 7,528 — — 22,056 419,179 
Loans to individuals815,541  274   274 815,815 
Automobile712,539 — 261 — — 261 712,800 
Consumer credit cards12,360 — — — — — 12,360 
Consumer other90,642 — 13 — — 13 90,655 
Total $6,458,370 $226,634 $76,179 $ $ $302,813 $6,761,183 
 2019
 Commercial, financial, agricultural and otherReal estate constructionResidential real estateCommercial real estateLoans to individualsTotal
 (dollars in thousands)
Originated Loans
Pass$1,171,363 $442,751 $1,406,845 $1,918,690 $685,108 $5,624,757 
Non-Pass
OAEM29,359 26 475 13,533 — 43,393 
Substandard11,304 — 8,488 26,123 308 46,223 
Doubtful— — — — — — 
Total Non-Pass40,663 26 8,963 39,656 308 89,616 
Total $1,212,026 $442,777 $1,415,808 $1,958,346 $685,416 $5,714,373 
Acquired Loans
Pass$27,696 $5,697 $262,630 $153,814 $13,947 $463,784 
Non-Pass
OAEM2,009 565 537 2,072 — 5,183 
Substandard122 — 2,387 3,287 12 5,808 
Doubtful— — — — — — 
Total Non-Pass2,131 565 2,924 5,359 12 10,991 
Total $29,827 $6,262 $265,554 $159,173 $13,959 $474,775 
The following table summarizes the loan risk rating category by loan type including term loans on an amortized cost basis by origination year as of December 31, 2020:
Term LoansRevolving Loans
20202019201820172016PriorTotal
(dollars in thousands)
Time and demand$598,053 $193,601 $142,224 $72,277 $74,228 $83,313 $377,686 $1,541,382 
Pass597,405 189,834 140,473 63,137 68,007 65,418 353,038 1,477,312 
OAEM93 3,373 972 8,820 6,182 8,043 20,750 48,233 
Substandard555 394 779 320 39 9,852 3,898 15,837 
Commercial credit cards      14,604 14,604 
Pass— — — — — — 14,604 14,604 
Real estate construction150,493 133,195 104,167 34,803 389 1,009 3,165 427,221 
Pass150,493 133,195 104,167 34,803 389 709 2,907 426,663 
OAEM— — — — — 246 258 504 
Substandard— — — — — 54 — 54 
Residential first lien316,052 184,550 142,823 110,365 91,495 297,057 1,981 1,144,323 
Pass316,028 184,533 142,467 110,260 91,059 292,158 1,904 1,138,409 
OAEM— — 83 — 100 1,520 77 1,780 
Substandard24 17 273 105 336 3,379 — 4,134 
Residential junior lien/home equity3,055 5,783 4,545 2,005 1,303 7,127 582,451 606,269 
Pass3,055 5,698 4,545 2,005 1,303 6,909 579,068 602,583 
OAEM— — — — — 112 10 122 
Substandard— 85 — — — 106 3,373 3,564 
Multifamily76,249 16,287 69,439 66,963 34,383 106,328 1,590 371,239 
Pass76,249 16,287 69,439 66,963 34,383 104,972 1,590 369,883 
OAEM— — — — — 131 — 131 
Substandard— — — — — 1,225 — 1,225 
Nonowner occupied105,861 199,280 161,018 214,915 217,883 518,052 4,142 1,421,151 
Pass105,861 190,301 139,643 181,659 175,148 419,900 3,740 1,216,252 
OAEM— 8,979 21,375 26,339 37,762 66,752 129 161,336 
Substandard— — — 6,917 4,973 31,400 273 43,563 
Owner occupied59,519 72,313 61,079 40,796 27,415 152,555 5,502 419,179 
Pass58,551 70,726 55,478 39,351 26,359 141,376 5,282 397,123 
OAEM968 684 4,736 1,421 114 6,572 33 14,528 
Substandard— 903 865 24 942 4,607 187 7,528 
Automobile350,293 202,923 96,355 45,218 14,285 3,726  712,800 
Pass350,293 202,827 96,336 45,187 14,255 3,641 — 712,539 
Substandard— 96 19 31 30 85 — 261 
Consumer credit cards      12,360 12,360 
Pass— — — — — — 12,360 12,360 
Consumer other7,814 14,464 10,752 1,965 711 6,383 48,566 90,655 
Pass7,814 14,464 10,752 1,965 711 6,373 48,563 90,642 
Substandard— — — — — 10 13 
Total$1,667,389 $1,022,396 $792,402 $589,307 $462,092 $1,175,550 $1,052,047 $6,761,183 
Portfolio Risks
The credit quality of our loan portfolio can potentially represent significant risk to our earnings, capital and liquidity. First Commonwealth devotes a substantial amount of resources managing this risk primarily through our credit administration department that develops and administers policies and procedures for underwriting, maintaining, monitoring and collecting loans. Credit administration is independent of lending departments and oversight is provided by the credit committee of the First Commonwealth Board of Directors.
Total gross charge-offs for the years ended December 31, 2020 and 2019 were $19.3 million and $12.3 million, respectively.
Age Analysis of Past Due Loans by Segment
The following tables delineate the aging analysis of the recorded investments in past due loans as of December 31. Also included in these tables are loans that are 90 days or more past due and still accruing because they are well-secured and in the process of collection.
 2020
 30 - 59
days
past due
60 - 89
days
past
due
90 days
and
greater
and still
accruing
NonaccrualTotal past
due and
nonaccrual
CurrentTotal
 (dollars in thousands)
Commercial, financial, agricultural and other$146 $62 $112 $3,317 $3,637 $1,552,349 $1,555,986 
Time and demand97 28 23 3,317 3,465 1,537,917 1,541,382 
Commercial credit cards49 34 89 — 172 14,432 14,604 
Real estate construction936   54 990 426,231 427,221 
Residential real estate3,883 1,492 769 6,824 12,968 1,737,624 1,750,592 
Residential first lien1,775 660 267 3,489 6,191 1,138,132 1,144,323 
Residential junior lien/home equity2,108 832 502 3,335 6,777 599,492 606,269 
Commercial real estate237 160 3 35,072 35,472 2,176,097 2,211,569 
Multifamily— — — 460 460 370,779 371,239 
Nonowner occupied18 104 — 31,822 31,944 1,389,207 1,421,151 
Owner occupied219 56 2,790 3,068 416,111 419,179 
Loans to individuals2,870 852 639 274 4,635 811,180 815,815 
Automobile2,090 417 94 261 2,862 709,938 712,800 
Consumer credit cards52 39 123 — 214 12,146 12,360 
Consumer other728 396 422 13 1,559 89,096 90,655 
Total $8,072 $2,566 $1,523 $45,541 $57,702 $6,703,481 $6,761,183 
 2019
 30 - 59
days
past due
60 - 89
days
past
due
90 days
and
greater
and still
accruing
NonaccrualTotal past
due and
nonaccrual
CurrentTotal
 (dollars in thousands)
Originated Loans
Commercial, financial, agricultural and other$391 $57 $140 $8,780 $9,368 $1,202,658 $1,212,026 
Real estate construction198 — — 207 442,570 442,777 
Residential real estate3,757 749 736 6,646 11,888 1,403,920 1,415,808 
Commercial real estate227 114 — 6,609 6,950 1,951,396 1,958,346 
Loans to individuals4,070 1,020 931 307 6,328 679,088 685,416 
Total$8,643 $1,940 $1,816 $22,342 $34,741 $5,679,632 $5,714,373 
Acquired Loans
Commercial, financial, agricultural and other$$— $$74 $76 $29,751 $29,827 
Real estate construction— — — — — 6,262 6,262 
Residential real estate304 207 221 1,949 2,681 262,873 265,554 
Commercial real estate— 107 — 298 405 158,768 159,173 
Loans to individuals87 89 35 12 223 13,736 13,959 
Total$392 $403 $257 $2,333 $3,385 $471,390 $474,775 
Nonaccrual Loans
The previous tables summarize nonaccrual loans by loan segment. The Company generally places loans on nonaccrual status when the full and timely collection of interest or principal becomes uncertain, when part of the principal balance has been charged off and no restructuring has occurred, or the loans reach a certain number of days past due. Generally, loans 90 days or more past due are placed on nonaccrual status, except for consumer loans which are placed in nonaccrual status at 150 days past due.
When a loan is placed on nonaccrual, the accrued unpaid interest receivable is reversed against interest income and all future payments received are applied as a reduction to the loan principal. Generally, the loan is returned to accrual status when (a) all delinquent interest and principal become current under the terms of the loan agreement or (b) the loan is both well-secured and in the process of collection and collectability is no longer in doubt.
Nonperforming Loans
Management considers loans to be nonperforming when, based on current information and events, it is determined that the Company will not be able to collect all amounts due according to the loan contract, including scheduled interest payments. Nonperforming loans includes nonaccrual loans and all troubled debt restructured loans. When management identifies a loan as nonperforming, the credit loss is measured based on the present value of expected future cash flows, discounted at the loan’s effective interest rate, except when the sole source or repayment for the loan is the operation or liquidation of collateral. When the loan is collateral dependent, the appraised value less estimated cost to sell is utilized. If management determines the value of the loan is less than the recorded investment in the loan, a credit loss is recognized through an allowance or a charge-off to the allowance for credit losses.
When the ultimate collectability of the total principal of a nonperforming loan is in doubt and the loan is on nonaccrual status, all payments are applied to principal, under the cost recovery method. When the ultimate collectability of the total principal of a nonperforming loan is not in doubt and the loan is on nonaccrual status, contractual interest is credited to interest income when received under the cash basis method.
There was one nonperforming loan totaling $13 thousand held for sale at December 31, 2020 and no nonperforming loans held for sale as of December 31, 2019. There were no gains on nonperforming loans held for sale during the year ended December 31, 2020. Total gains of $0.4 million and $1.8 million were recognized on sales of nonperforming loans during the years ended December 31, 2019, and 2018 respectively.
The following tables include the recorded investment and unpaid principal balance for nonperforming loans with the associated allowance amount, if applicable, as of December 31, 2020 and 2019. Also presented are the average recorded investment in nonperforming loans and the related amount of interest recognized while the loan was considered nonperforming for the years ended December 31, 2020, 2019 and 2018. Average balances are calculated based on month-end balances of the loans for the period reported and are included in the table below based on its period end allowance position.
 2020
 Recorded
investment
Unpaid
principal
balance
Related
specific
allowance
Average
recorded
investment
Interest
Income
Recognized
 (dollars in thousands)
With no related specific allowance recorded:
Commercial, financial, agricultural and other$2,025 $2,725 $6,371 $80 
Time and demand2,025 2,725 6,371 80 
Real estate construction54 53 146 14 
Residential real estate10,939 13,258 11,913 335 
Residential first lien6,062 7,575 6,605 241 
Residential junior lien/home equity4,877 5,683 5,308 94 
Commercial real estate20,650 23,641 22,287 184 
Multifamily82 — 
Nonowner occupied16,786 19,459 18,536 82 
Owner occupied3,863 4,100 3,750 102 
Loans to individuals418 447 470 13 
Automobile405 430 447 13 
Consumer other13 17 23 — 
Subtotal34,086 40,124 41,187 626 
With a specific allowance recorded:
Commercial, financial, agricultural and other4,210 9,377 1,268 1,544 3 
Time and demand4,210 9,377 1,268 1,544 
Real estate construction     
Residential real estate     
Residential first lien— — — — — 
Residential junior lien/home equity— — — — — 
Commercial real estate15,757 15,830 3,638 7,997 10 
Multifamily459 470 116 395 — 
Nonowner occupied15,060 15,122 3,508 7,363 — 
Owner occupied238 238 14 239 10 
Loans to individuals     
Automobile— — — — — 
Consumer other— — — — — 
Subtotal19,967 25,207 4,906 9,541 13 
Total$54,053 $65,331 $4,906 $50,728 $639 
 2019
 Recorded
investment
Unpaid
principal
balance
Related
specific
allowance
Average
recorded
investment
Interest
Income
Recognized
 (dollars in thousands)
Originated Loans:
With no related specific allowance recorded:
Commercial, financial, agricultural and other$1,848 $6,997 $2,411 $66 
Real estate construction— — — — 
Residential real estate10,372 12,437 10,819 365 
Commercial real estate3,015 3,210 7,455 156 
Loans to individuals406 640 371 17 
Subtotal15,641 23,284 21,056 604 
With a specific allowance recorded:
Commercial, financial, agricultural and other8,290 10,032 $1,580 4,110 77 
Real estate construction— — — — — 
Residential real estate474 498 241 — 
Commercial real estate5,293 5,308 851 1,747 
Loans to individuals— — — — — 
Subtotal14,057 15,838 2,432 6,098 80 
Total$29,698 $39,122 $2,432 $27,154 $684 
Acquired Loans:
With no related specific allowance recorded:
Commercial, financial, agricultural and other$73 $73 $2,479 $— 
Real estate construction— — — — 
Residential real estate2,136 2,585 1,986 
Commercial real estate298 320 747 18 
Loans to individuals12 15 13 — 
Subtotal2,519 2,993 5,225 26 
With a specific allowance recorded:
Commercial, financial, agricultural and other— — $— — — 
Real estate construction— — — — — 
Residential real estate— — — — — 
Commercial real estate— — — — — 
Loans to individuals— — — — — 
Subtotal— — — — — 
Total$2,519 $2,993 $— $5,225 $26 
 2018
OriginatedAcquired
 Average
recorded
investment
Interest
Income
Recognized
Average
recorded
investment
Interest
Income
Recognized
 (dollars in thousands)
With no related specific allowance recorded:
Commercial, financial, agricultural and other$18,480 $602 $214 $10 
Real estate construction— — — — 
Residential real estate10,651 271 1,906 
Commercial real estate7,919 177 1,565 — 
Loans to individuals310 11 16 — 
Subtotal37,360 1,061 3,701 15 
With a specific allowance recorded:
Commercial, financial, agricultural and other2,531 20 11 — 
Real estate construction— — — — 
Residential real estate504 13 — — 
Commercial real estate991 — — 
Loans to individuals— — — — 
Subtotal4,026 37 11 — 
Total$41,386 $1,098 $3,712 $15 
Unfunded commitments related to nonperforming loans were $0.2 million and $1.7 million at December 31, 2020 and 2019, respectively. After considering the collateral related to these commitments, a reserve of $26 thousand and $12 thousand was established for these off balance sheet exposures at December 31, 2020 and 2019, respectively.
Troubled debt restructured loans are those loans whose terms have been renegotiated to provide a reduction or deferral of principal or interest as a result of the financial difficulties experienced by the borrower, who could not obtain comparable terms from alternate financing sources. Troubled debt restructured loans are considered to be nonperforming loans.
In March 2020, the Company began offering short-term loan modifications to assist borrowers during the COVID-19 national
emergency. These modifications typically provide for the deferral of both principal and interest for 90 days. The CARES Act,
along with a joint agency statement issued by banking regulators, provides that short-term modifications, meeting certain
criteria and in response to COVID-19, do not need to be accounted for as a troubled debt restructured loans. Additionally, short-term loan modifications that are not accounted for as a troubled debt restructured loan, in accordance with the CARES Act,
would remain classified as current during the deferral period and therefore are not reflected in the past due loan tables provided
on the prior page. During the year ended December 31, 2020, the Company granted approximately 6,800 short-term loan
modifications to its customers with aggregate principal balances of $1.4 billion. Most of these deferrals were for a 90-day
period, which expired before year end. As of December 31, 2020, the balance of loans in deferral status had fallen to $113.8 million. It is likely that some customers that are no longer in the deferral period will be granted an additional 90 day deferral in order to provide support for the continued impact of COVID-19. The decision to grant an additional forbearance will be credit driven and will be based on a complete evaluation of the customer's financial circumstances.
The following table provides detail as to the total troubled debt restructured loans and total commitments outstanding on troubled debt restructured loans as of December 31:
202020192018
 (dollars in thousands)
Troubled debt restructured loans
Accrual status$8,512 $7,542 $8,757 
Nonaccrual status14,740 6,037 11,761 
Total$23,252 $13,579 $20,518 
Commitments
Letters of credit$60 $60 $60 
Unused lines of credit11 163 1,027 
Total$71 $223 $1,087 

The following tables provide detail, including specific reserve and reasons for modification, related to loans identified as troubled debt restructurings during the years ending December 31:
 2020
  Type of Modification   
 Number
of
Contracts
Extend
Maturity
Modify
Rate
Modify
Payments
Total
Pre-Modification
Outstanding
Recorded
Investment
Post-
Modification
Outstanding
Recorded
Investment
Specific
Reserve
 (dollars in thousands)
Commercial, financial, agricultural and other4 $ $629 $2,176 $2,805 $2,196 $636 
Time and demand— 629 2,176 2,805 2,196 636 
Residential real estate18  33 917 950 791  
Residential first lien— 33 513 546 411 — 
Residential junior lien/home equity— — 404 404 380 — 
Commercial real estate5   10,857 10,857 10,758  
Nonowner occupied— — 10,289 10,289 10,263 — 
Owner occupied— — 568 568 495 — 
Loans to individuals14  114 148 262 224  
Automobile14 $— $114 $148 262 $224 $— 
Total41 $ $776 $14,098 $14,874 $13,969 $636 
 
 2019
  Type of Modification   
 Number
of
Contracts
Extend
Maturity
Modify
Rate
Modify
Payments
Total
Pre-Modification
Outstanding
Recorded
Investment
Post-
Modification
Outstanding
Recorded
Investment
Specific
Reserve
 (dollars in thousands)
Commercial, financial, agricultural and other$— $— $156 $156 $154 $— 
Residential real estate20 17 204 965 1,186 1,059 — 
Commercial real estate— 556 6,261 6,817 594 — 
Loans to individuals11 — — 143 143 121 — 
Total38 $17 $760 $7,525 $8,302 $1,928 $— 
 2018
  Type of Modification   
 Number
of
Contracts
Extend
Maturity
Modify
Rate
Modify
Payments
Total
Pre-Modification
Outstanding
Recorded
Investment
Post-
Modification
Outstanding
Recorded
Investment
Specific
Reserve
 (dollars in thousands)
Commercial, financial, agricultural and other$74 $— $8,250 $8,324 $6,104 $— 
Residential real estate37 242 241 1,316 1,799 1,638 — 
Commercial real estate— — 1,016 1,016 975 — 
Loans to individuals15 — 89 53 142 112 — 
Total58 $316 $330 $10,635 $11,281 $8,829 $— 
The troubled debt restructurings included in the above tables are also included in the nonperforming loan tables provided earlier in this footnote. Loans defined as modified due to a change in rate include loans that were modified for a change in rate as well as a reamortization of the principal and an extension of the maturity. For the years ended December 31, 2020, 2019 and 2018, $0.8 million, $0.8 million and $0.3 million, respectively, of total rate modifications represent loans with modifications to the rate as well as payment due to reamortization. For 2020, 2019 and 2018, the changes in loan balances between the pre-modification balance and post-modification balance are due to customer payments. In 2020, the change between the pre-modification and post-modification balance for commercial real estate loans is primarily due to the payoff of one large commercial relationship that restructured during the year.
A troubled debt restructuring is considered to be in default when a restructured loan is 90 days or more past due. The following table provides information related to loans that were restructured within the past twelve months and that were considered to be in default during the year ending December 31:
 202020192018
 Number of
Contracts
Recorded
Investment
Number of
Contracts
Recorded
Investment
Number of
Contracts
Recorded
Investment
 (dollars in thousands)
Residential real estate1 $34  $ 1 $49 
Residential junior lien/home equity34 
Loans to individuals2 74     
Automobile74 
Total3 $108  $ 1 $49 
The following tables provide detail related to the allowance for credit losses for the years ended December 31.
 2020
Beginning balanceImpact of adoption of CECLCharge-offsRecoveries
Provision (credit)a
Ending balance
(dollars in thousands)
Commercial, financial, agricultural and other$20,234 $1,478 $(6,318)$314 $1,479 $17,187 
Time and demand— 21,242 (6,220)301 1,515 16,838 
Commercial credit cards— 470 (98)13 (36)349 
Real estate construction2,558 562  26 4,820 7,966 
Residential real estate 4,093 7,276 (1,040)414 3,615 14,358 
Residential first liens— 7,326 (550)296 847 7,919 
Residential junior liens/home equity— 4,043 (490)118 2,768 6,439 
Commercial real estate19,768 (207)(4,939)312 27,019 41,953 
Multifamily— 1,647 — — 4,593 6,240 
Nownowner occupied— 12,317 (4,678)187 20,588 28,414 
Owner occupied— 5,597 (261)125 1,838 7,299 
Loans to individuals4,984 4,284 (6,953)991 16,539 19,845 
Automobile— 6,106 (3,954)745 13,236 16,133 
Consumer credit cards— 221 (595)36 973 635 
Consumer other— 2,941 (2,404)210 2,330 3,077 
Total$51,637 $13,393 $(19,250)$2,057 $53,472 $101,309 
a) The provision (credit) shown here excludes the provision for off-balance sheet credit exposure included in the income statement.
December 31, 2020
Loans
Ending balanceEnding balance: individually evaluated for credit lossesEnding balance: collectively evaluated for credit lossesEnding balanceEnding balance: individually evaluated for credit lossesEnding balance: collectively evaluated for credit losses
(dollars in thousands)
Commercial, financial, agricultural and other$17,187 $1,268 $15,919 $1,555,986 $5,411 $1,550,575 
Time and demand16,838 1,268 15,570 1,541,382 5,411 1,535,971 
Commercial credit cards349 — 349 14,604 — 14,604 
Real estate construction7,966  7,966 427,221  427,221 
Residential real estate 14,358  14,358 1,750,592 1,105 1,749,487 
Residential first liens7,919 — 7,919 1,144,323 528 1,143,795 
Residential junior liens/home equity6,439 — 6,439 606,269 577 605,692 
Commercial real estate41,953 3,638 38,315 2,211,569 34,947 2,176,622 
Multifamily6,240 116 6,124 371,239 459 370,780 
Nownowner occupied28,414 3,508 24,906 1,421,151 31,450 1,389,701 
Owner occupied7,299 14 7,285 419,179 3,038 416,141 
Loans to individuals19,845  19,845 815,815  815,815 
Automobile16,133 — 16,133 712,800 — 712,800 
Consumer credit cards635 — 635 12,360 — 12,360 
Consumer other3,077 — 3,077 90,655 — 90,655 
Total$101,309 $4,906 $96,403 $6,761,183 $41,463 $6,719,720 
 2019
 Commercial,
financial,
agricultural
and other
Real estate
construction
Residential
real estate
Commercial
real estate
Loans to
individuals
Total
 (dollars in thousands)
Allowance for credit losses:
Originated Loans:
Beginning balance$19,235 $2,002 $3,934 $18,382 $4,033 $47,586 
Charge-offs(2,667)— (986)(632)(5,747)(10,032)
Recoveries245 158 246 189 611 1,449 
Provision (credit)3,408 398 897 1,792 6,087 12,582 
Ending balance20,221 2,558 4,091 19,731 4,984 51,585 
Acquired Loans:
Beginning balance$139 $— $35 $$— $178 
Charge-offs(726)— (56)(1,376)(84)(2,242)
Recoveries81 — 69 — 15 165 
Provision (credit)519 — (46)1,409 69 1,951 
Ending balance13 — 37 — 52 
Total ending balance$20,234 $2,558 $4,093 $19,768 $4,984 $51,637 
Ending balance: individually evaluated for impairment$1,580 $— $$851 $— $2,432 
Ending balance: collectively evaluated for impairment18,654 2,558 4,092 18,917 4,984 49,205 
Loans:
Ending balance1,241,853 449,039 1,681,362 2,117,519 699,375 6,189,148 
Ending balance: individually evaluated for impairment9,246 — 1,741 6,846 — 17,833 
Ending balance: collectively evaluated for impairment1,232,607 449,039 1,679,621 2,110,673 699,375 6,171,315 
 2018
 Commercial,
financial,
agricultural
and other
Real estate
construction
Residential
real estate
Commercial
real estate
Loans to
individuals
Total
 (dollars in thousands)
Allowance for credit losses:
Originated Loans:
Beginning balance$23,418 $1,349 $2,753 $17,328 $3,404 $48,252 
Charge-offs(5,201)— (1,217)(3,930)(4,554)(14,902)
Recoveries746 135 233 153 579 1,846 
Provision (credit)272 518 2,165 4,831 4,604 12,390 
Ending balance19,235 2,002 3,934 18,382 4,033 47,586 
Acquired Loans:
Beginning balance11 — 29 — 46 
Charge-offs(93)— (96)— (22)(211)
Recoveries42 128 — 26 202 
Provision (credit)179 (6)(3)(25)(4)141 
Ending balance139 — 35 — 178 
Total ending balance$19,374 $2,002 $3,969 $18,386 $4,033 $47,764 
Ending balance: individually evaluated for impairment$928 $— $107 $596 $— $1,631 
Ending balance: collectively evaluated for impairment18,446 2,002 3,862 17,790 4,033 46,133 
Loans:
Ending balance1,138,473 358,978 1,562,405 2,123,544 590,739 5,774,139 
Ending balance: individually evaluated for impairment11,631 — 3,747 5,710 — 21,088 
Ending balance: collectively evaluated for impairment1,126,842 358,978 1,558,658 2,117,834 590,739 5,753,051