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Loans
12 Months Ended
Dec. 31, 2019
Receivables [Abstract]  
Loans Loans
Loans at December 31 are summarized below:
($ in Thousands)20192018
Commercial and industrial$7,354,594  $7,398,044  
Commercial real estate - owner occupied911,265  920,443  
Commercial and business lending8,265,858  8,318,487  
Commercial real estate - investor3,794,517  3,751,554  
Real estate construction1,420,900  1,335,031  
Commercial real estate lending5,215,417  5,086,585  
Total commercial13,481,275  13,405,072  
Residential mortgage8,136,980  8,277,712  
Home equity852,025  894,473  
Other consumer351,159  363,171  
Total consumer9,340,164  9,535,357  
Total loans(a)(b)
$22,821,440  $22,940,429  
(a) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages as well as $33 million of nonaccrual and performing restructured loans.
(b) Includes $2 million and $5 million of purchased credit-impaired loans at December 31, 2019 and December 31, 2018, respectively.
The Corporation has granted loans to its directors, executive officers, or their related interests. These loans were made on substantially the same terms, including rates and collateral, as those prevailing at the time for comparable transactions with other unrelated customers, and do not involve more than a normal risk of collection. These loans to related parties are summarized below:
($ in Thousands)20192018
Balance at beginning of year$17,831  $20,260  
New loans3,673  3,076  
Repayments(8,053) (5,017) 
Change due to status of executive officers and directors3,320  (489) 
Balance at end of year$16,772  $17,831  
The following table presents commercial and consumer loans by credit quality indicator at December 31, 2019:
($ in Thousands)PassSpecial MentionPotential ProblemNonaccrualTotal
Commercial and industrial$7,118,448  $79,525  $110,308  $46,312  $7,354,594  
Commercial real estate - owner occupied866,193  25,115  19,889  67  911,265  
Commercial and business lending7,984,641  104,641  130,197  46,380  8,265,858  
Commercial real estate - investor3,620,785  139,873  29,449  4,409  3,794,517  
Real estate construction1,420,374  33  —  493  1,420,900  
Commercial real estate lending5,041,159  139,906  29,449  4,902  5,215,417  
Total commercial13,025,800  244,547  159,646  51,282  13,481,275  
Residential mortgage8,077,122  563  1,451  57,844  8,136,980  
Home equity841,757  1,164  —  9,104  852,025  
Other consumer350,260  748  —  152  351,159  
Total consumer9,269,139  2,475  1,451  67,099  9,340,164  
Total loans(a)
$22,294,939  $247,022  $161,097  $118,380  $22,821,440  
(a) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages. In addition, the Corporation sold $33 million of residential mortgages and home equity loans, of which $21 million were pass loans and $12 million were nonaccrual loans.

The following table presents commercial and consumer loans by credit quality indicator at December 31, 2018
($ in Thousands)PassSpecial MentionPotential ProblemNonaccrualTotal
Commercial and industrial$7,162,370  $78,075  $116,578  $41,021  $7,398,044  
Commercial real estate - owner occupied854,265  6,257  55,964  3,957  920,443  
Commercial and business lending8,016,635  84,332  172,542  44,978  8,318,487  
Commercial real estate - investor3,653,642  28,479  67,481  1,952  3,751,554  
Real estate construction1,321,447  8,771  3,834  979  1,335,031  
Commercial real estate lending4,975,089  37,249  71,315  2,931  5,086,585  
Total commercial12,991,724  121,582  243,856  47,909  13,405,072  
Residential mortgage8,203,729  434  5,975  67,574  8,277,712  
Home equity880,808  1,223  103  12,339  894,473  
Other consumer362,343  749  —  79  363,171  
Total consumer9,446,881  2,406  6,078  79,992  9,535,357  
Total loans$22,438,605  $123,988  $249,935  $127,901  $22,940,429  
Factors that are important to managing overall credit quality are sound loan underwriting and administration, systematic monitoring of existing loans and commitments, effective loan review on an ongoing basis, early identification of potential problems, an appropriate allowance for loan losses, allowance for unfunded commitments, nonaccrual, and charge off policies. See Note 1 for the Corporation's accounting policy for loans.
For commercial loans, management has determined the pass credit quality indicator to include credits that exhibit acceptable financial statements, cash flow, and leverage. If any risk exists, it is mitigated by the loan structure, collateral, monitoring, or control. For consumer loans, performing loans include credits performing in accordance with the original contractual terms. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Special mention credits have potential weaknesses that deserve management’s attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the credit. Potential problem loans are considered inadequately protected by the current net worth and paying capacity of the obligor or the collateral pledged. These
loans generally have a well-defined weakness, or weaknesses, which may jeopardize liquidation of the debt, and are characterized by the distinct possibility that the Corporation will sustain some loss if the deficiencies are not corrected. Lastly, management considers a loan to be impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. Management has determined that commercial and consumer loan relationships in nonaccrual status or those with their terms restructured in a troubled debt restructuring meet this impaired loan definition. Commercial loans classified as special mention, potential problem, and nonaccrual are reviewed at a minimum on a quarterly basis, while pass and performing rated credits are reviewed on an annual basis or more frequently if the loan renewal is less than one year or if otherwise warranted.
The following table presents loans by past due status at December 31, 2019:
($ in Thousands)Current30-59 Days
Past Due
60-89 Days
Past Due
90 Days or More
Past Due and Still Accruing
Nonaccrual(a)
Total
Commercial and industrial$7,307,118  $576  $245  $342  $46,312  $7,354,594  
Commercial real estate - owner occupied909,828  1,369  —  —  67  911,265  
Commercial and business lending8,216,947  1,945  245  342  46,380  8,265,858  
Commercial real estate - investor3,788,296  1,812  —  —  4,409  3,794,517  
Real estate construction1,420,310  64  33  —  493  1,420,900  
Commercial real estate lending5,208,606  1,876  33  —  4,902  5,215,417  
Total commercial13,425,552  3,821  278  342  51,282  13,481,275  
Residential mortgage8,069,863  8,749  525  —  57,844  8,136,980  
Home equity837,274  4,483  1,164  —  9,104  852,025  
Other consumer347,007  1,135  949  1,917  152  351,159  
Total consumer9,254,144  14,366  2,638  1,917  67,099  9,340,164  
Total loans(b)
$22,679,696  $18,188  $2,916  $2,259  $118,380  $22,821,440  
(a) Of the total nonaccrual loans, $48 million, or 41%, were current with respect to payment at December 31, 2019.
(b) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages. In addition, the Corporation sold $33 million of residential mortgages and home equity loans, of which $21 million were accruing current loans, $12 million were nonaccrual loans, and approximately $200,000 were 30-89 days past due accruing loans.
The following table presents loans by past due status at December 31, 2018:
($ in Thousands)Current30-59 Days
Past Due
60-89 Days
Past Due
90 Days or More
Past Due and Still Accruing
Nonaccrual(a)
Total
Commercial and industrial$7,356,187  $187  $338  $311  $41,021  $7,398,044  
Commercial real estate - owner occupied913,787  2,580  119  —  3,957  920,443  
Commercial and business lending8,269,974  2,767  457  311  44,978  8,318,487  
Commercial real estate - investor3,745,835  2,954  813  —  1,952  3,751,554  
Real estate construction1,333,722  330  —  —  979  1,335,031  
Commercial real estate lending5,079,557  3,284  813  —  2,931  5,086,585  
Total commercial13,349,531  6,051  1,270  311  47,909  13,405,072  
Residential mortgage8,200,432  9,272  434  —  67,574  8,277,712  
Home equity876,085  4,826  1,223  —  12,339  894,473  
Other consumer358,970  1,401  868  1,853  79  363,171  
Total consumer9,435,487  15,499  2,525  1,853  79,992  9,535,357  
Total loans$22,785,019  $21,550  $3,795  $2,165  $127,901  $22,940,429  
(a) Of the total nonaccrual loans, $74 million, or 58%, were current with respect to payment at December 31, 2018.
The following table presents impaired loans individually evaluated under ASC Topic 310, excluding $2 million of purchased credit-impaired loans, at December 31, 2019:
($ in Thousands)Recorded
Investment
Unpaid
Principal
Balance
Related
Allowance
Average
Recorded
Investment
Interest
Income
Recognized
Loans with a related allowance
Commercial and industrial$47,249  $63,346  $12,010  $45,290  $1,832  
Commercial real estate - owner occupied1,676  1,682  19  1,774  88  
Commercial and business lending48,924  65,028  12,029  47,064  1,919  
Commercial real estate - investor928  2,104  15  950  15  
Real estate construction477  559  67  494  30  
Commercial real estate lending1,405  2,663  82  1,445  45  
Total commercial50,329  67,691  12,111  48,509  1,965  
Residential mortgage21,450  22,625  2,740  23,721  856  
Home equity3,076  3,468  1,190  3,756  191  
Other consumer1,247  1,249  125  1,250   
Total consumer25,773  27,342  4,055  28,726  1,047  
Total loans$76,102  $95,033  $16,165  $77,235  $3,012  
Loans with no related allowance
Commercial and industrial$14,787  $33,438  $—  $20,502  $63  
Commercial real estate - owner occupied—  —  —  —  —  
Commercial and business lending14,787  33,438  —  20,502  63  
Commercial real estate - investor3,705  3,705  —  3,980  159  
Real estate construction—  —  —  —  —  
Commercial real estate lending3,705  3,705  —  3,980  159  
Total commercial18,491  37,142  —  24,482  222  
Residential mortgage14,104  14,461  —  10,962  373  
Home equity1,346  1,383  —  1,017  21  
Other consumer—  —  —  —  —  
Total consumer15,450  15,845  —  11,979  394  
Total loans$33,941  $52,987  $—  $36,462  $616  
Total
Commercial and industrial$62,035  $96,784  $12,010  $65,792  $1,895  
Commercial real estate - owner occupied1,676  1,682  19  1,774  88  
Commercial and business lending63,711  98,466  12,029  67,566  1,982  
Commercial real estate - investor4,633  5,808  15  4,931  174  
Real estate construction477  559  67  494  30  
Commercial real estate lending5,110  6,367  82  5,425  204  
Total commercial68,820  104,833  12,111  72,991  2,186  
Residential mortgage35,554  37,087  2,740  34,683  1,229  
Home equity4,422  4,851  1,190  4,773  211  
Other consumer1,247  1,249  125  1,250   
Total consumer41,223  43,187  4,055  40,706  1,441  
Total loans(a)
$110,043  $148,020  $16,165  $113,697  $3,628  
(a) The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 63% of the unpaid principal balance at December 31, 2019.
The following table presents impaired loans individually evaluated under ASC Topic 310, excluding $5 million of purchased credit-impaired loans, at December 31, 2018: 
($ in Thousands)Recorded
Investment
Unpaid
Principal
Balance
Related
Allowance
Average
Recorded
Investment
Interest
Income
Recognized
Loans with a related allowance
Commercial and industrial$40,747  $42,131  $5,721  $52,461  $1,167  
Commercial real estate - owner occupied2,080  2,087  24  2,179  104  
Commercial and business lending42,827  44,218  5,745  54,640  1,271  
Commercial real estate - investor799  805  28  827  38  
Real estate construction510  589  75  533  32  
Commercial real estate lending1,309  1,394  103  1,360  70  
Total commercial44,136  45,612  5,848  56,000  1,341  
Residential mortgage41,691  45,149  6,023  42,687  1,789  
Home equity9,601  10,539  3,312  10,209  566  
Other consumer1,181  1,183  121  1,184   
Total consumer52,473  56,871  9,456  54,080  2,358  
Total loans$96,609  $102,483  $15,304  $110,079  $3,699  
Loans with no related allowance
Commercial and industrial$22,406  $45,024  $—  $21,352  $(344) 
Commercial real estate - owner occupied3,772  4,823  —  3,975  —  
Commercial and business lending26,178  49,847  —  25,327  (344) 
Commercial real estate - investor1,585  2,820  —  980  68  
Real estate construction—  —  —  —  —  
Commercial real estate lending1,585  2,820  —  980  68  
Total commercial27,763  52,667  —  26,307  (276) 
Residential mortgage8,795  9,074  —  8,790  203  
Home equity523  542  —  530  —  
Other consumer—  —  —  —  —  
Total consumer9,318  9,616  —  9,320  203  
Total loans$37,081  $62,283  $—  $35,627  $(73) 
Total
Commercial and industrial$63,153  $87,155  $5,721  $73,813  $823  
Commercial real estate - owner occupied5,852  6,910  24  6,154  104  
Commercial and business lending69,005  94,065  5,745  79,967  927  
Commercial real estate - investor2,384  3,625  28  1,807  106  
Real estate construction510  589  75  533  32  
Commercial real estate lending2,894  4,214  103  2,340  138  
Total commercial71,899  98,279  5,848  82,307  1,065  
Residential mortgage50,486  54,223  6,023  51,477  1,992  
Home equity10,124  11,081  3,312  10,739  566  
Other consumer1,181  1,183  121  1,184   
Total consumer61,791  66,487  9,456  63,400  2,561  
Total loans(a)
$133,690  $164,766  $15,304  $145,707  $3,626  
(a) The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 72% of the unpaid principal balance at December 31, 2018.
Troubled Debt Restructurings (“Restructured Loans”)
Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. See Note 1 for the Corporation's accounting policy for troubled debt restructurings.
The following table presents nonaccrual and performing restructured loans by loan portfolio:
 December 31, 2019December 31, 2018December 31, 2017
($ in Thousands)Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Commercial and industrial$16,678  $7,376  $25,478  $249  $30,047  $1,776  
Commercial real estate - owner occupied1,676  —  2,080  —  3,989  —  
Commercial real estate - investor293  —  799  933  14,389  —  
Real estate construction298  179  311  198  310  157  
Residential mortgage3,955  13,035  16,036  22,279  17,068  18,991  
Home equity1,896  1,904  7,385  2,627  7,705  2,537  
Other consumer1,246   1,174   1,110  25  
   Total restructured loans(b)
$26,041  $22,494  $53,263  $26,292  $74,618  $23,486  
(a) Nonaccrual restructured loans have been included within nonaccrual loans.
(b) During the third quarter of 2019, the Corporation sold $21 million of performing restructured loans, of which $18 million were residential mortgages and $3 million were home equity loans. In addition, the Corporation sold $7 million of nonaccrual restructured residential mortgage loans during the third quarter of 2019.
The Corporation had a recorded investment of approximately $16 million in loans modified in troubled debt restructurings for the year ended December 31, 2019, of which approximately $3 million were in accrual status and $13 million were in nonaccrual pending a sustained period of repayment. As of December 31, 2019 there was approximately $3 million of commitments to lend additional funds to borrowers with restructured loans. The following table provides the number of loans modified in a troubled debt restructuring by loan portfolio, the recorded investment, and unpaid principal balance:
Years Ended December 31,
 201920182017
($ in Thousands)Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Commercial and industrial $7,588  $7,703   $1,315  $1,330   $3,991  $6,339  
Commercial real estate - owner occupied—  —  —  —  —  —   690  690  
Commercial real estate - investor—  —  —   1,393  1,472  —  —  —  
Real estate construction 77  77   78  80  —  —  —  
Residential mortgage53  7,436  7,517  41  6,977  7,210  45  4,238  4,364  
Home equity24  831  845  34  1,649  1,681  22  507  507  
Other consumer    17  19  —  —  —  
   Total85  $15,940  $16,150  86  $11,429  $11,792  77  $9,426  $11,900  
(a) Represents post-modification outstanding recorded investment.
(b) Represents pre-modification outstanding recorded investment.
Restructured loan modifications may include payment schedule modifications, interest rate concessions, maturity date extensions, modification of note structure (A/B Note), non-reaffirmed Chapter 7 bankruptcies, principal reduction, or some combination of these concessions. For the year ended December 31, 2019, restructured loan modifications of commercial and industrial, commercial real estate, and real estate construction loans primarily included maturity date extensions, interest rate concessions, payment schedule modifications, or a combination of these concessions. Restructured loan modifications of home equity and residential mortgage loans primarily included maturity date extensions, interest rate concessions, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions.
The following table provides the number of loans modified in a troubled debt restructuring during the previous twelve months which subsequently defaulted during the year ended December 31, 2019, 2018, and 2017, respectively, as well as the recorded investment in these restructured loans as of December 31, 2019, 2018, and 2017, respectively:
Years Ended December 31,
 201920182017
($ in Thousands)Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Commercial and industrial—  $—   $—   $—  
Commercial real estate — investor 461  —  —  —  —  
Residential mortgage38  5,630  20  3,553  36  3,137  
Home equity27  868  32  1,688  27  735  
Other consumer—  —  —  —    
   Total66  $6,959  55  $5,241  66  $3,879  
All loans modified in a troubled debt restructuring are evaluated for impairment. The nature and extent of the impairment of restructured loans, including those which have experienced a subsequent payment default, is considered in the determination of an appropriate level of the allowance for loan losses.
Allowance for Credit Losses
The allowance for credit losses is comprised of the allowance for loan losses and the allowance for unfunded commitments. The level of the allowance for loan losses represents management’s estimate of an amount appropriate to provide for probable credit losses in the loan portfolio at the balance sheet date. See Note 1 for the Corporation's accounting policy on the allowance for loan losses. The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 16 for additional information on the allowance for unfunded commitments.
A summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2019, is as follows:
($ in Thousands)Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2018$108,835  $9,255  $40,844  $28,240  $25,595  $19,266  $5,988  $238,023  
Charge offs(63,315) (222) —  (60) (3,322) (1,846) (5,548) (74,313) 
Recoveries11,875  2,795  31  302  692  2,599  868  19,161  
Net charge offs(51,441) 2,573  31  243  (2,630) 753  (4,681) (55,152) 
Provision for loan losses33,738  (1,543) (361) (3,568) (6,005) (9,093) 5,332  18,500  
December 31, 2019$91,133  $10,284  $40,514  $24,915  $16,960  $10,926  $6,639  $201,371  
Allowance for loan losses
Individually evaluated for impairment$12,010  $19  $15  $67  $2,740  $1,190  $125  $16,165  
Collectively evaluated for impairment79,123  10,265  40,498  24,848  14,220  9,737  6,514  185,205  
Total allowance for loan losses$91,133  $10,284  $40,514  $24,915  $16,960  $10,926  $6,639  $201,371  
Loans
Individually evaluated for impairment$62,035  $1,676  $4,633  $477  $35,554  $4,422  $1,247  $110,043  
Collectively evaluated for impairment7,292,217  909,010  3,789,755  1,420,416  8,100,958  847,577  349,912  22,709,845  
Acquired and accounted for under ASC 310-30(a)
342  579  129   469  26  —  1,552  
Total loans$7,354,594  $911,265  $3,794,517  $1,420,900  $8,136,980  $852,025  $351,159  $22,821,440  
(a) Loans acquired in business combinations and accounted for under ASC Subtopic 310-30 "Receivables — Loans and Debt Securities Acquired with Deteriorated Credit Quality."
For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2018, is as follows:
($ in Thousands)Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2017$123,068  $10,352  $41,059  $34,370  $29,607  $22,126  $5,298  $265,880  
Charge offs(30,837) (1,363) (7,914) (298) (1,627) (3,236) (5,261) (50,536) 
Recoveries13,714  639  668  446  1,271  2,628  812  20,179  
Net charge offs(17,123) (724) (7,246) 149  (355) (608) (4,448) (30,358) 
Provision for loan losses2,890  (373) 7,031  (6,279) (3,657) (2,252) 5,138  2,500  
December 31, 2018$108,835  $9,255  $40,844  $28,240  $25,595  $19,266  $5,988  $238,023  
Allowance for loan losses
Individually evaluated for impairment$5,721  $24  $28  $75  $6,023  $3,312  $121  $15,304  
Collectively evaluated for impairment103,114  9,231  40,816  28,165  19,572  15,954  5,867  222,719  
Total allowance for loan losses$108,835  $9,255  $40,844  $28,240  $25,595  $19,266  $5,988  $238,023  
Loans
Individually evaluated for impairment$63,153  $5,852  $2,384  $510  $50,486  $10,124  $1,181  $133,690  
Collectively evaluated for impairment7,331,898  913,708  3,748,883  1,334,500  8,226,642  884,266  361,990  22,801,887  
Acquired and accounted for under ASC 310-30(a)
2,994  883  287  21  584  83  —  4,853  
Total loans$7,398,044  $920,443  $3,751,554  $1,335,031  $8,277,712  $894,473  $363,171  $22,940,429  
(a) Loans acquired in business combinations and accounted for under ASC Subtopic 310-30 "Receivables — Loans and Debt Securities Acquired with Deteriorated Credit Quality."
The following table provides a summary of the changes in allowance for loan losses in the Corporation's oil and gas portfolio at December 31, 2019 and December 31, 2018:
Years Ended December 31,
($ in Millions)20192018
Balance at beginning of period$12  $27  
Charge offs(50) (24) 
Recoveries  
Net Charge offs(44) (17) 
Provision for loan losses45   
Balance at end of period$12  $12  
Allowance for loan losses
Individually evaluated for impairment$ $—  
Collectively evaluated for impairment 12  
Total allowance for loan losses$12  $12  
Oil & Gas Allowance for loan losses to Total Oil & Gas Loans2.56 %1.62 %
Loans
Individually evaluated for impairment$23  $22  
Collectively evaluated for impairment460  725  
Total loans$484  $747  
The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 16 for additional information on the allowance for unfunded commitments and see Note 1 for the Corporation's accounting policy for allowance for unfunded commitments. A summary of the changes in the allowance for unfunded commitments was as follows:
Years Ended December 31,
($ in Thousands)201920182017
Allowance for Unfunded Commitments
Balance at beginning of period$24,336  $24,400  $25,400  
Provision for unfunded commitments(2,500) (2,500) (1,000) 
Amount recorded at acquisition70  2,436  —  
Balance at end of period$21,907  $24,336  $24,400  
Loans Acquired in Acquisition
Loans acquired in a business combination are recorded at estimated fair value on their purchase date without a carryover of the related allowance for loan and lease losses. Acquired loans are segregated into two types:
Performing loans are accounted for in accordance with ASC Topic 310-20 "Nonrefundable Fees and Other Costs" as these loans do not have evidence of credit deterioration since origination.
Nonperforming loans are accounted for in accordance with ASC Topic 310-30 as they display significant credit deterioration since origination.
For performing loans the difference between the estimated fair value of the loans and the principal outstanding is accreted over the remaining life of the loans.
In accordance with ASC 310-30, purchased credit-impaired loans are pooled by loan type and the difference between contractually required payments at acquisition and the cash flows expected to be collected is referred to as the non-accretable difference. Further, any excess of cash flows expected at acquisition over the estimated fair value is referred to as the accretable yield and is recognized into interest income over the remaining life of the loan pools when there is a reasonable expectation about the amount and timing of such cash flows. If a reasonable expectation on the amount or timing of such cash flows cannot be determined, accretion of the fair value discount for nonperforming loans will be recognized using the cost recovery method of accounting.
Changes in the accretable yield for loans acquired and accounted for under ASC Topic 310-30 were as follows for the years ended December 31, 2019, and 2018 respectively:
($ in Thousands)Year Ended December 31, 2019Year Ended December 31, 2018
Changes in Accretable Yield
Balance at beginning of period$1,482  $—  
Purchases—  4,853  
Accretion(940) (4,954) 
Net reclassification from non-accretable yield23  1,605  
Other(a)
—  (22) 
Balance at end of period$568  $1,482  
(a) Primarily includes charge offs which are accounted for under ASC Subtopic 310-30 "Receivables — Loans and Debt Securities Acquired with Deteriorated Credit Quality."
For loans acquired, the fair value of purchased credit-impaired loans, on the acquisition date, was determined based on assigned risk ratings, expected cash flows and the fair value of loan collateral. The fair value of loans that were non-impaired was determined based on estimates of losses on defaults and other market factors. The Corporation's Huntington branch acquisition included no purchased credit-impaired loans.
At December 31, 2019, the Corporation had a total of approximately $12 million in net unaccreted purchase discount, of which approximately $12 million was related to performing loans and less than $1 million was related to the Corporation's purchased credit-impaired loans. At December 31, 2018, the Corporation had a total of approximately $20 million in net unaccreted purchase discount, of which approximately $18 million was related to performing loans and approximately $2 million was related to the Corporation's purchased credit-impaired loans.