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Loans and Leases
3 Months Ended
Mar. 31, 2023
Receivables [Abstract]  
Loans and Leases Loans and LeasesPeoples' loan portfolio consists of various types of loans and leases originated primarily as a result of lending opportunities within Peoples' footprint. Peoples also originates insurance premium finance loans nationwide through its Peoples Premium Finance division, and originates leases nationwide through its North Star Leasing ("NSL") division and its Vantage Financial, LLC ("Vantage") subsidiary. Throughout this Form 10-Q, loans and leases are referred to as "total loans" and "loans held for investment".
The major classifications of loan balances (in each case, net of deferred fees and costs) excluding loans held for sale, were as follows:
(Dollars in thousands)March 31,
2023
December 31, 2022
Construction$232,296 $246,941 
Commercial real estate, other1,481,062 1,423,518 
Commercial and industrial891,139 892,634 
Premium finance158,263 159,197 
Leases354,641 345,131 
Residential real estate712,602 723,360 
Home equity lines of credit174,383 177,858 
Consumer, indirect647,177 629,426 
Consumer, direct107,406 108,363 
Deposit account overdrafts749 722 
Total loans, at amortized cost$4,759,718 $4,707,150 
Accrued interest receivable is not included within the loan balances, but is presented in the “Other assets” line of the Unaudited Consolidated Balance Sheets, with no recorded allowance for credit losses. Total interest receivable on loans was $15.4 million at March 31, 2023 and December 31, 2022.
Nonaccrual and Past Due Loans
A loan is considered past due if any required principal and interest payments have not been received as of the date such payments were required to be made under the terms of the loan agreement. A loan may be placed on nonaccrual status regardless of whether or not such loan is considered past due.
The amortized cost of loans on nonaccrual status and of loans delinquent for 90 days or more and accruing was as follows:
March 31, 2023December 31, 2022
(Dollars in thousands)
Nonaccrual (a)
Accruing Loans 90+ Days Past Due
Nonaccrual (a)
Accruing Loans 90+ Days Past Due
Construction$$— $12 $— 
Commercial real estate, other11,345 150 12,121 167 
Commercial and industrial3,064 228 3,462 130 
Premium finance— 764 — 504 
Leases3,884 2,491 3,178 3,041 
Residential real estate8,641 238 9,496 917 
Home equity lines of credit793 127 820 58 
Consumer, indirect2,147 13 2,176 — 
Consumer, direct105 208 25 
Total loans, at amortized cost$29,980 $4,014 $31,473 $4,842 
(a) There were $3.4 million of nonaccrual loans for which there was no allowance for credit losses at March 31, 2023 and $1.4 million at December 31, 2022.
During the first three months of 2023, nonaccrual loans declined compared to at December 31, 2022, which was primarily due to $0.9 million of residential real estate being loans on nonaccrual status as of December 31, 2022 that were accruing as of March 31, 2023. The decrease in accruing loans 90+ days past due at March 31, 2023 when compared to at December 31, 2022, was primarily due to reductions of $0.7 million and $0.6 million in residential real estate loans and leases, respectively.
The amount of interest income recognized on loans past due 90 days or more and accruing during the three months ended March 31, 2023 was $0.5 million.
The following table presents the aging of the amortized cost of past due loans:
Loans Past Due
Current
Loans
Total
Loans
(Dollars in thousands)30 - 59 days60 - 89 days90 + DaysTotal
March 31, 2023
Loans Past Due
Current
Loans
Total
Loans
(Dollars in thousands)30 - 59 days60 - 89 days90 + DaysTotal
Construction$— $— $$$232,295 $232,296 
Commercial real estate, other2,382 36 10,475 12,893 1,468,169 1,481,062 
Commercial and industrial641 863 2,928 4,432 886,707 891,139 
Premium finance886 307 764 1,957 156,306 158,263 
Leases7,054 2,908 6,310 16,272 338,369 354,641 
Residential real estate7,921 1,240 4,521 13,682 698,920 712,602 
Home equity lines of credit520 351 594 1,465 172,918 174,383 
Consumer, indirect3,541 769 811 5,121 642,056 647,177 
Consumer, direct402 44 454 106,952 107,406 
Deposit account overdrafts— — — — 749 749 
Total loans, at amortized cost$23,347 $6,482 $26,448 $56,277 $4,703,441 $4,759,718 
December 31, 2022
Construction$196 $161 $$366 $246,575 $246,941 
Commercial real estate, other2,279 1,051 10,370 13,700 1,409,818 1,423,518 
Commercial and industrial2,522 289 3,449 6,260 886,374 892,634 
Premium finance646 816 504 1,966 157,231 159,197 
Leases6,074 1,921 6,218 14,213 330,918 345,131 
Residential real estate10,113 2,128 5,519 17,760 705,600 723,360 
Home equity lines of credit987 149 552 1,688 176,170 177,858 
Consumer, indirect5,866 1,048 921 7,835 621,591 629,426 
Consumer, direct703 70 108 881 107,482 108,363 
Deposit account overdrafts— — — — 722 722 
Total loans, at amortized cost$29,386 $7,633 $27,650 $64,669 $4,642,481 $4,707,150 
Delinquency trends remained stable, as 98.8% of Peoples' loan portfolio was considered “current” at March 31, 2023, compared to 98.6% at December 31, 2022.
Pledged Loans
Peoples has pledged certain loans secured by one-to-four family and multifamily residential mortgages, home equity lines of credit and commercial real estate loans under a blanket collateral agreement to secure borrowings from the FHLB. Peoples also has pledged eligible commercial and industrial loans to secure borrowings with the FRB. Loans pledged are summarized as follows:
(Dollars in thousands)March 31, 2023December 31, 2022
Loans pledged to FHLB$918,075 $783,843 
Loans pledged to FRB332,521 339,005 
Credit Quality Indicators
As discussed in "Note 1 Summary of Significant Accounting Policies" of the Notes to the Consolidated Financial Statements included in Peoples' 2022 Form 10-K, Peoples categorizes the majority of its loans into risk categories based upon an established risk grading matrix using a scale of 1 to 8. Loan grades are assigned at the time a new loan or lending commitment is extended by Peoples and may be changed at any time when circumstances warrant. Commercial loans to borrowers with an aggregate unpaid principal balance in excess of $1.0 million are reviewed at least on an annual basis for possible credit deterioration. Commercial leases, as well as loan relationships whose aggregate credit exposure to Peoples is equal to or less than $1.0 million are reviewed at least on an event driven basis. Triggers for review include knowledge of adverse events affecting the borrower's business, receipt of financial statements indicating deteriorating credit quality or other similar events. Adversely classified loans are reviewed on a quarterly basis. A description of the general characteristics of the risk grades used by Peoples, follows:
“Pass” (grades 1 through 4): Loans in this risk category involve borrowers of acceptable-to-strong credit quality and risk who have the apparent ability to satisfy their loan obligations. Loans in this risk grade would possess sufficient mitigating factors, such as adequate collateral or strong guarantors possessing the capacity to repay the loan if required, for any weakness that may exist.
“Special Mention” (grade 5): Loans in this risk grade are the equivalent of the regulatory definition of “Other Assets Especially Mentioned.” Loans in this risk category possess some credit deficiency or potential weakness, which requires a high level of management attention. Potential weaknesses include declining trends in operating earnings and cash flows and/or reliance on a secondary source of repayment. If left uncorrected, these potential weaknesses may result in noticeable deterioration of the repayment prospects for the loan or in Peoples' credit position.
“Substandard” (grade 6): Loans in this risk grade are inadequately protected by the borrower's current financial condition and payment capability or the collateral pledged, if any. Loans so classified have one or more well-defined weaknesses that jeopardize the orderly repayment of the loans. They are characterized by the distinct possibility that Peoples will sustain some loss if the weaknesses are not corrected.
“Doubtful” (grade 7): Loans in this risk grade have all the weaknesses inherent in those classified as substandard, with the added characteristic that the weaknesses make collection or orderly repayment in full, on the basis of current existing facts, conditions and values, highly questionable and improbable. Possibility of loss is extremely high, but because of certain important and reasonably specific factors that may work to the advantage and strengthening of the exposure, classification of each of these loans as an estimated loss is deferred until its more exact status may be determined.
“Loss” (grade 8): Loans in this risk grade are considered to be non-collectible and of such little value that their continuance as bankable assets is not warranted. This does not mean a loan has absolutely no recovery value, but rather it is neither practical nor desirable to defer writing off the loan, even though partial recovery may be obtained in the future. Charge-offs against the allowance for credit losses are taken during the period in which the loan becomes uncollectible. Consequently, Peoples typically does not maintain a recorded investment in loans within this category.
Consumer loans and other smaller-balance loans are evaluated and categorized as "substandard," "doubtful" or "loss" based upon the regulatory definition of these classes and consistent with regulatory requirements. Leases are categorized as "special mention", "substandard", or "loss" based upon delinquency status and the prospect of collecting the remaining net investment balance owed under the lease. All other loans not evaluated individually, nor meeting the regulatory conditions to be categorized as described above, would be considered as being "not rated."
The following table summarizes the risk category of loans within Peoples' loan portfolio, including acquired loans, based upon the most recent analysis performed at March 31, 2023:
Term Loans at Amortized Cost by Origination YearRevolving Loans Converted to Term
(Dollars in thousands)20232022202120202019PriorRevolving Loans
Total
Loans
Construction

  Pass$4,420 $101,719 $87,280 $23,208 $3,241 $9,692 $— $— $229,560 
  Special mention968 1,600 — — — 128 — — 2,696 
  Substandard— — — — — 40 — — 40 
     Total5,388 103,319 87,280 23,208 3,241 9,860 — — 232,296 
Current period gross charge-offs— — — — — 
Commercial real estate, other

  Pass76,569 173,133 219,202 223,034 214,534 458,817 25,537 — 1,390,826 
  Special mention— — 184 1,200 5,128 17,998 50 — 24,560 
  Substandard— — 10,027 2,523 1,580 51,290 216 — 65,636 
  Doubtful— — — — — 40 — — 40 
     Total76,569 173,133 229,413 226,757 221,242 528,145 25,803 — 1,481,062 
Current period gross charge-offs— — — — — 33 33 
Commercial and industrial
  Pass31,958 157,317 135,973 60,760 70,506 124,255 208,303 — 789,072 
  Special mention— 8,794 14,375 20,441 2,021 7,579 25,116 — 78,326 
  Substandard317 10,065 3,217 2,154 3,038 4,744 — 23,539 
  Doubtful— — — — — 202 — — 202 
     Total31,962 166,428 160,413 84,418 74,681 135,074 238,163 — 891,139 
Term Loans at Amortized Cost by Origination YearRevolving Loans Converted to Term
(Dollars in thousands)20232022202120202019PriorRevolving Loans
Total
Loans
Current period gross charge-offs— — — — — 
Premium finance
Pass79,103 79,160 — — — — — — 158,263 
     Total79,103 79,160 — — — — — — 158,263 
Current period gross charge-offs23 — — — — — 23 
Leases
  Pass68,756 151,048 79,901 29,306 13,233 3,398 — — 345,642 
  Special mention16 1,212 2,087 371 21 — — 3,714 
  Substandard127 1,691 2,091 512 410 454 — — 5,285 
     Total68,899 153,951 84,079 30,189 13,650 3,873 — — 354,641 
Current period gross charge-offs— 108 189 100 58 14 469 
Residential real estate
  Pass10,786 77,494 136,027 57,950 42,022 377,777 — — 702,056 
  Substandard— — 280 146 560 9,488 — — 10,474 
   Loss— — — — — 72 — — 72 
     Total10,786 77,494 136,307 58,096 42,582 387,337 — — 712,602 
Current period gross charge-offs— — — — — 41 41 
Home equity lines of credit
  Pass4,830 43,159 34,111 18,852 13,774 58,278 114 635 173,118 
  Substandard— — 72 21 63 1,105 — — 1,261 
   Loss— — — — — — — 
     Total4,830 43,159 34,183 18,873 13,837 59,387 114 635 174,383 
Current period gross charge-offs— — — — — 19 19 
Consumer, indirect
  Pass67,265 293,761 135,301 88,220 31,003 28,840 — — 644,390 
  Substandard— 566 849 590 315 423 — — 2,743 
   Loss— 33 10 — — — — 44 
     Total67,265 294,360 136,160 88,811 31,318 29,263 — — 647,177 
Current period gross charge-offs18 471 279 90 21 50 929 
Consumer, direct
  Pass11,420 46,431 24,731 12,561 5,345 6,566 — — 107,054 
Term Loans at Amortized Cost by Origination YearRevolving Loans Converted to Term
(Dollars in thousands)20232022202120202019PriorRevolving Loans
Total
Loans
  Substandard— 12 35 91 32 167 — — 337 
   Loss— — — — — 15 — — 15 
     Total11,420 46,443 24,766 12,652 5,377 6,748 — — 107,406 
Current period gross charge-offs— 40 12 34 10 104 
Deposit account overdrafts749 — — — — — — — 749 
Current period gross charge-offs227 — — — — — 227 
Total loans, at amortized cost356,971 1,137,447 892,601 543,004 405,928 1,159,687 264,080 635 4,759,718 
Total current period gross charge-offs$268 $619 $489 $224 $89 $166 $1,855 
The following table summarizes the risk category of loans within Peoples' loan portfolio, including acquired loans, based upon the then most recent analysis performed at December 31, 2022:
Term Loans at Amortized Cost by Origination Year
(Dollars in thousands)20222021202020192018PriorRevolving LoansRevolving Loans Converted to Term
Total
Loans
Construction

  Pass$82,143 $110,719 $27,893 $20,223 $656 $4,061 $44 $81 $245,739 
  Special mention— — — — — 818 — — 818 
  Substandard— — — — 382 — — 384 
     Total82,143 110,721 27,893 20,223 656 5,261 44 81 246,941 
Commercial real estate, other

  Pass165,282 224,727 227,799 202,877 110,564 369,578 27,300 5,217 1,328,127 
  Special mention— 189 1,099 5,519 3,111 29,334 105 — 39,357 
  Substandard— 8,327 2,591 1,366 1,296 42,172 216 190 55,968 
  Doubtful— — — — — 66 — — 66 
     Total165,282 233,243 231,489 209,762 114,971 441,150 27,621 5,407 1,423,518 
Commercial and industrial
  Pass167,937 142,615 72,573 71,497 40,229 91,853 215,116 3,722 801,820 
  Special mention10,248 14,981 11,923 2,711 236 4,877 16,235 — 61,211 
  Substandard84 9,801 3,417 2,410 1,459 3,620 8,603 611 29,394 
  Doubtful— — — — — 209 — — 209 
     Total178,269 167,397 87,913 76,618 41,924 100,559 239,954 4,333 892,634 
Premium finance
  Pass158,778 419 — — — — — — 159,197 
Total158,778 419 — — — — — — 159,197 
Leases
Pass191,148 90,738 34,627 15,951 3,269 1,119 — — 336,852 
Special mention1,741 2,477 140 22 24 — — — 4,404 
Substandard546 1,840 571 464 454 — — — 3,875 
Total193,435 95,055 35,338 16,437 3,747 1,119 — — 345,131 
Residential real estate
Term Loans at Amortized Cost by Origination Year
(Dollars in thousands)20222021202020192018PriorRevolving LoansRevolving Loans Converted to Term
Total
Loans
  Pass78,313 138,860 58,869 42,840 28,174 364,635 — — 711,691 
  Substandard— — 137 569 563 10,302 — — 11,571 
   Loss— — — — — 98 — — 98 
     Total78,313 138,860 59,006 43,409 28,737 375,035 — — 723,360 
Home equity lines of credit
  Pass41,781 35,768 19,863 14,820 13,800 50,291 334 2,096 176,657 
  Substandard— 60 — 53 126 958 — — 1,197 
   Loss— — — — — — — 
     Total41,781 35,828 19,863 14,873 13,926 51,253 334 2,096 177,858 
Consumer, indirect
  Pass305,814 149,445 100,027 35,988 22,789 12,741 — — 626,804 
  Substandard384 811 659 266 304 193 — — 2,617 
   Loss— — — — — — — 
     Total306,198 150,261 100,686 36,254 23,093 12,934 — — 629,426 
Consumer, direct
  Pass50,889 28,351 14,558 6,333 3,725 3,975 — — 107,831 
  Special mention— — — — — — — — — 
  Substandard97 63 138 46 21 150 — — 515 
   Loss— — — — — 17 — — 17 
     Total50,986 28,414 14,696 6,379 3,746 4,142 — — 108,363 
Deposit account overdrafts722 — — — — — — — 722 
Total loans, at amortized cost$1,255,907 $960,198 $576,884 $423,955 $230,800 $991,453 $267,953 $11,917 $4,707,150 
Collateral Dependent Loans
Peoples has certain loans for which repayment is dependent upon the operation or sale of collateral, as the borrower is experiencing financial difficulty. The underlying collateral can vary based upon the type of loan. The following provides more detail about the types of collateral that secure collateral dependent loans:
Construction loans are typically secured by owner occupied commercial real estate or non-owner occupied investment real estate. Typically, owner occupied construction loans are secured by office buildings, warehouses, manufacturing facilities, and other commercial and industrial properties that are in process of construction. Non-owner occupied commercial construction loans are generally secured by office buildings and complexes, multi-family complexes, land under development, and other commercial and industrial real estate in process of construction.
Commercial real estate loans can be secured by either owner occupied commercial real estate or non-owner occupied investment commercial real estate. Typically, owner occupied commercial real estate loans are secured by office buildings, warehouses, manufacturing facilities and other commercial and industrial properties occupied by operating companies. Non-owner occupied commercial real estate loans are generally secured by office buildings and complexes, retail facilities, multifamily complexes, land under development, industrial properties, as well as other commercial or industrial real estate.
Commercial and industrial loans are generally secured by equipment, inventory, accounts receivable, and other commercial property.
Residential real estate loans are typically secured by first mortgages, and in some cases could be secured by a second mortgage.
Home equity lines of credit are generally secured by second mortgages on residential real estate property.
Consumer loans are generally secured by automobiles, motorcycles, recreational vehicles and other personal property. Some consumer loans are unsecured and have no underlying collateral.
Leases are secured by commercial equipment and other essential business assets.
Premium finance loans are secured by the unearned portion of the insurance premium being financed.
The following table details Peoples' amortized cost of collateral dependent loans:
(Dollars in thousands)March 31, 2023December 31, 2022
Commercial real estate, other7,862 8,362 
Commercial and industrial470 1,456 
Residential real estate528 536 
Total collateral dependent loans$8,860 $10,354 
The decrease in collateral dependent loans at March 31, 2023, compared to December 31, 2022, was primarily due to two large relationships that were paid in full during the three months ended March 31, 2023.
Modifications for Borrowers Experiencing Financial Difficulty Subsequent to the Adoption of ASU 2022-02
As part of Peoples' loss mitigation activities, Peoples may agree to modify the contractual terms of a loan to a borrower experiencing financial difficulty. The most common modifications to the contractual terms of a loan to a borrower experiencing financial difficulty include an extension of the maturity date, a reduction in the interest rate for the remaining life of the loan, a temporary period of interest-only payments, and a reduction in the contractual payment amount for either a short period or the remaining term of the loan.
In addition to loan modifications, Peoples also provides other loss mitigation options, such as forbearance and repayment plans, to assist borrowers who experience financial difficulties. In assessing whether or not a borrower is experiencing financial difficulty, Peoples considers information currently available regarding the financial condition of the borrower. This information includes, but is not limited to, whether (1) the borrower is currently in payment default on any of the borrower's debt; (2) a payment default is probable in the foreseeable future without the modification; (3) the borrower has declared or is in the process of declaring bankruptcy; and (4) the borrower's projected cash flow is insufficient to satisfy contractual payments due under the original terms of the loan without a modification.

The following table displays the amortized cost of loans that were restructured during the three months ended March 31, 2023, presented by loan classification.
For the Three Months Ended March 31, 2023
Payment Delay (Only)
(Dollars in thousands)Forbearance PlanPayment DeferralTerm ExtensionForbearance Plan and Term ExtensionTotal
Percentage of Total by Loan Category(a)(b)
Construction$— $1,600 $— $— $1,600 0.69 %
Commercial real estate200 — — — 200 0.01 %
Commercial and industrial— — 335 344 0.04 %
Residential real estate— — 221 — 221 0.03 %
Consumer, indirect— — 28 — 28 — %
Total$200 $1,600 $258 $335 $2,393 0.05 %
(a) Based on the amortized cost basis as of period end, divided by the period end amortized cost basis of the corresponding class of financing receivable.
(b) Each with "--%" not meaningful.
The following table summarizes the financial impacts of loan modifications and payment deferrals made to loans during the three months ended March 31, 2023, presented by loan classification.
For the Three Months Ended March 31, 2023
Weighted-Average Term Extension
(in months)
Average Amount Capitalized as a Result of a Payment Delay(a)
Commercial and industrial12$— 
Residential real estate2108,969 
Consumer, indirect2— 
(a) Represents the average amount of delinquency-related amounts that were capitalized as part of the loan balance. Amounts are in whole dollars.
As of March 31, 2023, there were no loans that were modified for borrowers experiencing financial difficulty since the adoption of ASU 2022-02 on January 1, 2023, and subsequently defaulted during the period. For purposes of this disclosure, Peoples defines loans that had a payment default as loans that are 90 days or more past due following a modification through the three months ended March 31, 2023.
The following table displays an aging analysis of loans that were modified on or after January 1, 2023, the date Peoples adopted ASU 2022-02, through March 31, 2023, presented by classification and class of financing receivable.
As of March 31, 2023
(Dollars in thousands)30-59 Days Delinquent60-89 Days Delinquent90+ Days DelinquentTotal DelinquentCurrentTotal
Construction$— $— $— $— $1,600 $1,600 
Commercial real estate— — — — 200 200 
Commercial and industrial— — — — 344 344 
Residential real estate— — — — 221 221 
Consumer, indirect28 — — 28 — 28 
Total loans modified(a)
$28 $ $ $28 $2,365 $2,393 
(a) Represents the amortized cost basis as of period end.
Troubled Debt Restructurings Disclosures Prior to the Adoption of ASU 2022-02
Prior to the adoption of ASU 2022-02, Peoples accounted for a modification to the contractual terms of a loan that resulted in granting a concession to a borrower experiencing financial difficulties as a TDR. See “Note 1 Summary of Significant Accounting Policies” in Peoples' 2022 Form 10-K for more information on our TDR policy and the COVID-19 relief from TDR accounting and disclosure requirements, and “Note 1, Summary of Significant Accounting Policies” in this report for more information on the adoption of ASU 2022-02.
The following table summarizes the loans that were modified as TDRs during the three months ended March 31, 2022:
Three Months Ended
Recorded Investment (a)
(Dollars in thousands)Number of ContractsPre-ModificationPost-ModificationRemaining Recorded Investment
March 31, 2022
Construction$344 $344 $343 
Commercial real estate, other102 102 102 
Commercial and industrial
Residential real estate10 493 502 501 
Home equity lines of credit22 22 21 
Consumer, indirect10 106 106 105 
Consumer, direct14 14 14 
   Consumer12 120 120 119 
Total26 $1,085 $1,094 $1,090 
(a) The amounts shown are inclusive of all partial paydowns and charge-offs. Loans modified in a TDR that were fully paid down, charged-off or foreclosed upon by period end are not reported.
On March 22, 2020, federal and state government banking regulators issued a joint statement, with which the FASB concurred as to the approach, regarding accounting for loan modifications for borrowers affected by COVID-19. In this guidance, short-term modifications, made on a good faith basis in response to COVID-19, to borrowers who were current prior to any relief, are not considered TDRs. This includes short-term modifications such as payment deferrals, fee waivers, extensions of repayment terms, or other delays in payment which are insignificant. Under the guidance, the borrowers that are considered to be current are those that are less than 30 days past due on their contractual payments at the time a modification program is implemented. In addition, modification or deferral programs mandated by the U.S. federal government or any state government related to COVID-19 are not in the scope of accounting for TDRs, as defined in ASC 310-40.
Allowance for Credit Losses
As discussed in "Note 1 Summary of Significant Accounting Policies" of the Notes to the Consolidated Financial Statements included in Peoples' 2022 Form 10-K, Peoples' estimates the allowance for credit losses using relevant available information, from both internal and external sources, relating to past events, current conditions, and reasonable and supportable forecasts. In management's estimation of expected credit losses, Peoples uses a one year reasonable and supportable period across all segments. Following the reasonable and supportable period, Peoples reverts the macroeconomic variables to their long run average over a four quarter reversion period.
Changes in the allowance for credit losses for the three months ended March 31, 2023 and March 31, 2022 are summarized below:
(Dollars in thousands)
Beginning Balance, December 31, 2022
Initial Allowance for Acquired PCD AssetsProvision for (Recovery of) Credit Losses (a)Charge-offsRecoveries
Ending Balance, March 31, 2023
Construction$1,250 $— $32 $(9)$— $1,273 
Commercial real estate, other17,710 — (1,230)(33)27 16,474 
Commercial and industrial8,229 — 79 (1)— 8,307 
Premium finance344 — 103 (23)433 
Leases8,495 — 1,003 (469)80 9,109 
Residential real estate6,357 — 159 (41)29 6,504 
Home equity lines of credit1,693 — 43 (19)— 1,717 
Consumer, indirect7,448 — 1,183 (929)79 7,781 
Consumer, direct1,575 — 133 (104)15 1,619 
Deposit account overdrafts61 — 180 (227)72 86 
Total$53,162 $ $1,685 $(1,855)$311 $53,303 
(a) Amount does not include the provision for the allowance for credit losses on unfunded commitments.

(Dollars in thousands)Beginning Balance,
December 31, 2021
Initial Allowance for Acquired PCD Assets (a)(Recovery of) Provision for Credit Losses (b)Charge-offsRecoveries
Ending Balance, March 31, 2022
Construction$2,999 $— $(268)$— $— $2,731 
Commercial real estate, other29,147 (217)(7,646)(278)49 21,055 
Commercial and industrial11,063 (165)(325)(463)10,114 
Premium finance379 — (20)(14)— 345 
Leases4,797 132 1,243 (473)176 5,875 
Residential real estate7,233 (521)78 (309)14 6,495 
Home equity lines of credit2,005 (11)(113)(16)29 1,894 
Consumer, indirect5,326 (41)186 (385)86 5,172 
Consumer, direct961 — 200 (136)11 1,036 
Deposit account overdrafts57 — 199 (259)54 51 
Total$63,967 $(823)$(6,466)$(2,333)$423 $54,768 

(a)Includes purchase price adjustments related to acquisitions previously completed but were within the 12-month measurement period.
(b)Amount does not include the provision for the allowance for credit losses on unfunded commitments.s adopted ASU 2016-13 - Financial Instruments
(c)
(a)Amount does not include the provision for the allowance for credit losses on unfunded commitments
During the first quarter of 2023, Peoples recorded a provision for credit losses for loans of $1.7 million, largely attributable to a deterioration of macro-economic conditions and an increase in charge-off activity, partially offset by a reduction in reserves for
individually analyzed loans. Net charge-offs for the first quarter of 2023 were $1.5 million, primarily due to net charge-offs of indirect consumer loans of $0.9 million.
During the first quarter of 2022, Peoples recorded a recovery of credit losses of $6.8 million driven by a continued improvement in economic factors and changes in loss drivers used in the CECL model. Leases designated as purchased-credit deteriorated ("PCD") acquired from Vantage increased the allowance for credit losses by $132,000. Net charge-offs for the first quarter of 2022 were $1.9 million, and included charge-offs of two commercial and industrial loans aggregating $0.7 million.
Peoples had recorded an allowance for unfunded commitments of $2.1 million as of March 31, 2023, an increase compared to $2.0 million at December 31, 2022. The allowance for unfunded commitments (also referred to as "unfunded commitment liability") is presented in the “Accrued expenses and other liabilities” line of the Unaudited Consolidated Balance Sheets. The change in the allowance for unfunded commitments is also reflected in the "Provision for (recovery of) credit losses" line of the Unaudited Consolidated Statements of Operations.