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LOANS AND RELATED ALLOWANCE FOR LOAN LOSSES
12 Months Ended
Dec. 31, 2017
LOANS AND RELATED ALLOWANCE FOR LOAN LOSSES [Abstract]  
LOANS AND RELATED ALLOWANCE FOR LOAN LOSSES
4. LOANS AND RELATED ALLOWANCE FOR LOAN LOSSES
The Company grants commercial, industrial, agricultural, residential, and consumer loans primarily to customers throughout north central and south central Pennsylvania and southern New York.  Although the Company has a diversified loan portfolio at December 31, 2017 and 2016, a substantial portion of its debtors' ability to honor their contracts is dependent on the economic conditions within these regions. The following table summarizes the primary segments of the loan portfolio, as well as how those segments are analyzed within the allowance for loan losses as of December 31, 2017 and 2016 (in thousands):
2017
 
Total Loans
  
Individually evaluated for impairment
  
Loans acquired with deteriorated credit quality
  
Collectively evaluated for impairment
 
Real estate loans:
            
     Residential
 
$
214,479
  
$
1,065
  
$
33
  
$
213,381
 
     Commercial
  
308,084
   
13,864
   
1,460
   
292,760
 
     Agricultural
  
239,957
   
3,901
   
702
   
235,354
 
     Construction
  
13,502
   
-
   
-
   
13,502
 
Consumer
  
9,944
   
8
   
-
   
9,936
 
Other commercial loans
  
72,013
   
4,197
   
443
   
67,373
 
Other agricultural loans
  
37,809
   
1,363
   
-
   
36,446
 
State and political subdivision loans
  
104,737
   
-
   
-
   
104,737
 
Total
  
1,000,525
   
24,398
   
2,638
   
973,489
 
Allowance for loan losses
  
11,190
   
410
   
-
   
10,780
 
Net loans
 
$
989,335
  
$
23,988
  
$
2,638
  
$
962,709
 
                 
2016
                
Real estate loans:
                
     Residential
 
$
207,423
  
$
957
  
$
35
  
$
206,431
 
     Commercial
  
252,577
   
5,742
   
1,969
   
244,866
 
     Agricultural
  
123,624
   
3,347
   
738
   
119,539
 
     Construction
  
25,441
   
-
   
-
   
25,441
 
Consumer
  
11,005
   
-
   
4
   
11,001
 
Other commercial loans
  
58,639
   
5,994
   
621
   
52,024
 
Other agricultural loans
  
23,388
   
1,653
   
-
   
21,735
 
State and political subdivision loans
  
97,514
   
-
   
-
   
97,514
 
Total
  
799,611
   
17,693
   
3,367
   
778,551
 
Allowance for loan losses
  
8,886
   
487
   
-
   
8,399
 
Net loans
 
$
790,725
  
$
17,206
  
$
3,367
  
$
770,152
 
 
As of December 31, 2017 and 2016, net unamortized loan fees and costs of $794,000 and $732,000, respectively, were included in the carrying value of loans. Purchased loans acquired in connection with the FNB acquisition and the State College branch acquisition were recorded at fair value on their purchase date without a carryover of the related allowance for loan losses.
 
Upon acquisition, the Company evaluated whether an acquired loan was within the scope of ASC 310-30, Receivables-Loans and Debt Securities Acquired with Deteriorated Credit Quality. Purchased credit-impaired ("PCI") loans are loans that have evidence of credit deterioration since origination and it is probable at the date of acquisition that the Company will not collect all contractually required principal and interest payments. The fair value of PCI loans, on the acquisition date, was determined, primarily based on the fair value of the loans' collateral. The carrying value of PCI loans was $2,638,000 and $3,367,000 at December 31, 2017 and December 31, 2016, respectively. The carrying value of the PCI loans was determined by projected discounted contractual cash flows.
 
On the acquisition date, the unpaid principal balance for all PCI loans was $6,969,000 and the estimated fair value of the loans was $3,809,000. Total contractually required payments on these loans, including interest, at the acquisition date was $9,913,000. However, the Company's preliminary estimate of expected cash flows was $4,474,000. At such date, the Company established a credit risk related non-accretable discount (a discount representing amounts which are not expected to be collected from the customer nor liquidation of collateral) of $5,439,000 relating to these PCI loans, reflected in the recorded net fair value. Such amount is reflected as a non-accretable fair value adjustment to loans. The Company further estimated the timing and amount of expected cash flows and established an accretable discount of $665,000 on the acquisition date relating to these PCI loans.
 
Changes in the amortizable yield for PCI loans were as follows for the years ended December 31, 2017 and 2016 (in thousands):
 
 
 
December 31, 2017
  
December 31, 2016
 
Balance at beginning of period
 
$
389
  
$
637
 
Accretion
  
(632
)
  
(349
)
Reclassification of non-accretable discount
  
349
   
101
 
Balance at end of period
 
$
106
  
$
389
 
The following table presents additional information regarding PCI loans (in thousands):
 
  
December 31, 2017
  
December 31, 2016
 
Outstanding balance
 
$
5,295
  
$
6,487
 
Carrying amount
  
2,638
   
3,367
 
 
Real estate loans serviced for Freddie Mac, Fannie Mae and the FHLB, which are not included in the Consolidated Balance Sheet, totaled $142,972,000 and $135,404,000 at December 31, 2017 and 2016, respectively. Loans sold to Freddie Mac and Fannie Mae were sold without recourse and total $114,643,000 and $102,444,000 at December 31, 2017 and 2016, respectively. Additionally, the Bank acquired a portfolio of loans sold to the FHLB during the acquisition of FNB, which were sold under the Mortgage Partnership Finance Program ("MPF"). The Bank is no longer an active participant in the MPF program. The MPF portfolio balance was $28,329,000 and $32,960,000 at December 31, 2017 and 2016, respectively. The FHLB maintains a first-loss position for the MPF portfolio that totals $123,000. Should the FHLB exhaust its first-loss position, recourse to the Bank's credit enhancement would be up to the next $980,000 of losses. The Bank has not experienced any losses for the MPF portfolio.
 
The segments of the Bank's loan portfolio are disaggregated into classes to a level that allows management to monitor risk and performance. Residential real estate mortgages consists of 15 to 30 year first mortgages on residential real estate, while residential real estate home equities are consumer purpose installment loans or lines of credit  secured by a mortgage which is often a second lien on residential real estate with terms of 15 years or less. Commercial real estate are business purpose loans secured by a mortgage on commercial real estate. Agricultural real estate are loans secured by a mortgage on real estate used in agriculture production. Construction real estate are loans secured by residential or commercial real estate used during the construction phase of residential and commercial projects. Consumer loans are typically unsecured or primarily secured by collateral other than real estate and overdraft lines of credit connected with customer deposit accounts. Other commercial loans are loans for commercial purposes primarily secured by non-real estate collateral. Other agricultural loans are loans for agricultural purposes primarily secured by non real estate collateral. State and political subdivisions are loans for state and local municipalities for capital and operating expenses or tax free loans used to finance commercial development.
 
Management considers other commercial loans, other agricultural loans, commercial and agricultural real estate loans and state and political subdivision loans which are 90 days or more past due to be impaired. Certain residential mortgages, home equity and consumer loans that are cross collateralized with commercial relationships determined to be impaired may be classified as impaired as well. These loans are analyzed to determine if it is probable that all amounts will not be collected according to the contractual terms of the loan agreement. If management determines that the value of the impaired loan is less than the recorded investment in the loan (net of previous charge-offs, deferred loan fees or costs and unamortized premium or discount), impairment is recognized through an allowance allocation or a charge-off to the allowance.
 
The following table includes the recorded investment and unpaid principal balances for impaired loans by class, with the associated allowance amount as of December 31, 2017 and 2016, if applicable (in thousands):
 
 
    
Recorded
  
Recorded
       
 
 
Unpaid
  
Investment
  
Investment
  
Total
    
 
 
Principal
  
With No
  
With
  
Recorded
  
Related
 
2017 
 
Balance
  
Allowance
  
Allowance
  
Investment
  
Allowance
 
Real estate loans:
               
     Mortgages
 
$
1,055
  
$
273
  
$
700
  
$
973
  
$
47
 
     Home Equity
  
92
   
40
   
52
   
92
   
9
 
     Commercial
  
16,363
   
13,154
   
710
   
13,864
   
94
 
     Agricultural
  
5,231
   
3,283
   
618
   
3,901
   
3
 
Consumer
  
10
   
2
   
6
   
8
   
-
 
Other commercial loans
  
4,739
   
3,766
   
431
   
4,197
   
231
 
Other agricultural loans
  
1,397
   
1,238
   
125
   
1,363
   
26
 
Total
 
$
28,887
  
$
21,756
  
$
2,642
  
$
24,398
  
$
410
 
 
                    
 2016
                    
Real estate loans:
                    
     Mortgages
 
$
953
  
$
570
  
$
330
  
$
900
  
$
22
 
     Home Equity
  
57
   
-
   
57
   
57
   
10
 
     Commercial
  
7,958
   
5,697
   
45
   
5,742
   
45
 
     Agricultural
  
3,347
   
2,000
   
1,347
   
3,347
   
54
 
Other commercial loans
  
6,159
   
5,135
   
859
   
5,994
   
326
 
Other agricultural loans
  
1,653
   
1,629
   
24
   
1,653
   
30
 
Total
 
$
20,127
  
$
15,031
  
$
2,662
  
$
17,693
  
$
487
 
 
The following table includes the average investment in impaired loans and the income recognized on impaired loans for 2017, 2016 and 2015 (in thousands):
 
 
       
Interest
 
 
 
Average
  
Interest
  
Income
 
 
 
Recorded
  
Income
  
Recognized
 
2017
 
Investment
  
Recognized
  
Cash Basis
 
Real estate loans:
         
     Mortgages
 
$
900
  
$
13
  
$
-
 
     Home Equity
  
67
   
4
   
-
 
     Commercial
  
11,567
   
385
   
7
 
     Agricultural
  
3,574
   
131
   
-
 
Consumer
  
3
   
-
   
-
 
Other commercial loans
  
4,790
   
152
   
52
 
Other agricultural loans
  
1,491
   
65
   
-
 
Total
 
$
22,392
  
$
750
  
$
59
 
 
            
2016
            
Real estate loans:
            
     Mortgages
 
$
590
  
$
13
  
$
-
 
     Home Equity
  
59
   
4
   
-
 
     Commercial
  
5,959
   
69
   
1
 
     Agricultural
  
361
   
17
   
-
 
Consumer
  
-
   
-
   
-
 
Other commercial loans
  
5,715
   
87
   
6
 
Other agricultural loans
  
190
   
11
   
-
 
Total
 
$
12,874
  
$
201
  
$
7
 
 
        
Interest
 
  
Average
  
Interest
  
Income
 
 
 
Recorded
  
Income
  
Recognized
 
2015
 
Investment
  
Recognized
  
Cash Basis
 
Real estate loans:
         
     Mortgages
 
$
240
  
$
12
  
$
-
 
     Home Equity
  
88
   
4
   
-
 
     Commercial
  
5,683
   
63
   
5
 
     Agricultural
  
56
   
2
   
-
 
Consumer
  
-
   
-
   
-
 
Other commercial loans
  
2,700
   
98
   
6
 
Other agricultural loans
  
37
   
1
   
-
 
Total
 
$
8,804
  
$
180
  
$
11
 
 
Credit Quality Information
For commercial real estate, agricultural real estate, construction, other commercial, other agricultural loans and state and political subdivision loans, management uses a nine point internal risk rating system to monitor the credit quality. The first five categories are considered not criticized and are aggregated as "Pass" rated. The criticized rating categories utilized by management generally follow bank regulatory definitions. The definitions of each rating are defined below:
·
Pass (Grades 1-5) – These loans are to customers with credit quality ranging from an acceptable to very high quality and are protected by the current net worth and paying capacity of the obligor or by the value of the underlying collateral.
·
Special Mention (Grade 6) – This loan grade is in accordance with regulatory guidance and includes loans where a potential weakness or risk exists, which could cause a more serious problem if not corrected.
·
Substandard (Grade 7) – This loan grade is in accordance with regulatory guidance and includes loans that have a well-defined weakness based on objective evidence and are characterized by the distinct possibility that the Bank will sustain some loss if the deficiencies are not corrected.
·
Doubtful (Grade 8) – This loan grade is in accordance with regulatory guidance and includes loans that have all the weaknesses inherent in a substandard asset.  In addition, these weaknesses make collection or liquidation in full highly questionable and improbable, based on existing circumstances.
·
Loss (Grade 9) – This loan grade is in accordance with regulatory guidance and includes loans that are considered uncollectible, or of such value that continuance as an asset is not warranted.

To help ensure that risk ratings are accurate and reflect the present and future capacity of borrowers to repay the loan as agreed, the Bank's loan rating process includes several layers of internal and external oversight. The Company's loan officers are responsible for the timely and accurate risk rating of the loans in each of their portfolios at origination and on an ongoing basis under the supervision of management.  All commercial and agricultural loans are reviewed annually to ensure the appropriateness of the loan grade. In addition, the Bank engages an external consultant on at least an annual basis. The external consultant is engaged to 1) review a minimum of 50% of the dollar volume of the commercial loan portfolio on an annual basis, 2) review new loans originated over $1.0 million in the last years, 3) review a majority of borrowers with commitments greater than or equal to $1.0 million,  4) review selected loan relationships over $750,000 which are over 30 days past due, or classified Special Mention, Substandard, Doubtful, or Loss, and 5) such other loans which management or the consultant deems appropriate.
 
The following tables represent credit exposures by internally assigned grades as of December 31, 2017 and 2016 (in thousands):

2017 
 
Pass
  
Special Mention
  
Substandard
  
Doubtful
  
Loss
  
Ending Balance
 
Real estate loans:
                  
     Commercial
 
$
281,742
  
$
15,029
  
$
11,271
  
$
42
  
$
-
  
$
308,084
 
     Agricultural
  
222,198
   
11,538
   
6,221
   
-
   
-
   
239,957
 
     Construction
  
13,364
   
-
   
138
   
-
   
-
   
13,502
 
Other commercial loans
  
67,706
   
615
   
3,567
   
125
   
-
   
72,013
 
Other agricultural loans
  
34,914
   
1,325
   
1,570
   
-
   
-
   
37,809
 
State and political subdivision loans
  
94,125
   
-
   
10,612
   
-
   
-
   
104,737
 
Total
 
$
714,049
  
$
28,507
  
$
33,379
  
$
167
  
$
-
  
$
776,102
 

2016 
 
Pass
  
Special Mention
  
Substandard
  
Doubtful
  
Loss
  
Ending Balance
 
Real estate loans:
                  
     Commercial
 
$
225,185
  
$
14,045
  
$
13,347
  
$
-
  
$
-
  
$
252,577
 
     Agricultural
  
110,785
   
8,231
   
4,608
   
-
   
-
   
123,624
 
     Construction
  
25,441
   
-
   
-
   
-
   
-
   
25,441
 
Other commercial loans
  
51,396
   
2,049
   
5,105
   
89
   
-
   
58,639
 
Other agricultural loans
  
20,178
   
1,733
   
1,477
   
-
   
-
   
23,388
 
State and political subdivision loans
  
83,620
   
13,066
   
828
   
-
   
-
   
97,514
 
Total
 
$
516,605
  
$
39,124
  
$
25,365
  
$
89
  
$
-
  
$
581,183
 
 
For residential real estate mortgages, home equities and consumer loans, credit quality is monitored based on whether the loan is performing or non-performing, which is typically based on the aging status of the loan and payment activity, unless a specific action, such as bankruptcy, repossession, death or significant delay in payment occurs to raise awareness of a possible credit event. Non-performing loans include those loans that are considered nonaccrual, described in more detail below and all loans past due 90 or more days. The following table presents the recorded investment in those loan classes based on payment activity as of December 31, 2017 and 2016 (in thousands):
 
2017
 
Performing
  
Non-performing
  
PCI
  
Total
 
Real estate loans:
            
     Mortgages
 
$
152,820
  
$
1,492
  
$
33
  
$
154,345
 
     Home Equity
  
60,022
   
112
   
-
   
60,134
 
Consumer
  
9,895
   
49
   
-
   
9,944
 
Total
 
$
222,737
  
$
1,653
  
$
33
  
$
224,423
 
 
                
2016
 
Performing
  
Non-performing
  
PCI
  
Total
 
Real estate loans:
                
     Mortgages
 
$
147,047
  
$
1,648
  
$
35
  
$
148,730
 
     Home Equity
  
58,438
   
255
   
-
   
58,693
 
Consumer
  
10,892
   
109
   
4
   
11,005
 
Total
 
$
216,377
  
$
2,012
  
$
39
  
$
218,428
 
 
Aging Analysis of Past Due Loans by Class
 
Management further monitors the performance and credit quality of the loan portfolio by analyzing the age of the portfolio as determined by the length of time a recorded payment is past due. The following table includes an aging analysis of the recorded investment of past due loans as of December 31, 2017 and 2016 (in thousands):

 
 
30-59 Days
  
60-89 Days
  
90 Days
  
Total Past
       
Total Financing
  
90 Days and
 
2017
 
Past Due
  
Past Due
  
Or Greater
  
Due
  
Current
  
PCI
    Receivables  
Accruing
 
Real estate loans:
                     
     Mortgages
 
$
996
  
$
362
  
$
810
  
$
2,168
  
$
152,144
  
$
33
  
$
154,345
  
$
218
 
     Home Equity
  
277
   
86
   
78
   
441
   
59,693
   
-
   
60,134
   
-
 
     Commercial
  
1,353
   
1,010
   
3,865
   
6,228
   
300,396
   
1,460
   
308,084
   
162
 
     Agricultural
  
242
   
-
   
205
   
447
   
238,808
   
702
   
239,957
   
30
 
     Construction
  
-
   
-
   
133
   
133
   
13,369
   
-
   
13,502
   
-
 
Consumer
  
53
   
33
   
49
   
135
   
9,809
   
-
   
9,944
   
7
 
Other commercial loans
  
132
   
-
   
2,372
   
2,504
   
69,066
   
443
   
72,013
   
32
 
Other agricultural loans
  
-
   
42
   
106
   
148
   
37,661
   
-
   
37,809
   
106
 
State and political
                                
   subdivision loans
  
-
   
-
   
-
   
-
   
104,737
   
-
   
104,737
   
-
 
Total
 
$
3,053
  
$
1,533
  
$
7,618
  
$
12,204
  
$
985,683
  
$
2,638
  
$
1,000,525
  
$
555
 
 
                                
Loans considered non-accrual
 
$
816
  
$
281
  
$
7,063
  
$
8,160
  
$
2,011
  
$
-
  
$
10,171
     
Loans still accruing
  
2,237
   
1,252
   
555
   
4,044
   
983,672
   
2,638
   
990,354
     
Total
 
$
3,053
  
$
1,533
  
$
7,618
  
$
12,204
  
$
985,683
  
$
2,638
  
$
1,000,525
     
                                 
2016
                                
Real estate loans:
                                
     Mortgages
 
$
630
  
$
36
  
$
1,109
  
$
1,775
  
$
146,920
  
$
35
  
$
148,730
  
$
173
 
     Home Equity
  
384
   
49
   
209
   
642
   
58,051
   
-
   
58,693
   
160
 
     Commercial
  
1,757
   
58
   
4,302
   
6,117
   
244,491
   
1,969
   
252,577
   
-
 
     Agricultural
  
-
   
-
   
1,145
   
1,145
   
121,741
   
738
   
123,624
   
-
 
     Construction
  
-
   
-
   
-
   
-
   
25,441
   
-
   
25,441
   
-
 
Consumer
  
115
   
40
   
83
   
238
   
10,763
   
4
   
11,005
   
67
 
Other commercial loans
  
95
   
35
   
4,004
   
4,134
   
53,884
   
621
   
58,639
   
-
 
Other agricultural loans
  
43
   
34
   
5
   
82
   
23,306
   
-
   
23,388
   
5
 
State and political
                                
   subdivision loans
  
-
   
-
   
-
   
-
   
97,514
   
-
   
97,514
   
-
 
Total
 
$
3,024
  
$
252
  
$
10,857
  
$
14,133
  
$
782,111
  
$
3,367
  
$
799,611
  
$
405
 
 
                                
Loans considered non-accrual
 
$
172
  
$
105
  
$
10,452
  
$
10,729
  
$
725
  
$
-
  
$
11,454
     
Loans still accruing
  
2,852
   
147
   
405
   
3,404
   
781,386
   
3,367
   
788,157
     
Total
 
$
3,024
  
$
252
  
$
10,857
  
$
14,133
  
$
782,111
  
$
3,367
  
$
799,611
     
 
Nonaccrual Loans
 
Loans are considered for nonaccrual status upon reaching 90 days delinquency, unless the loan is well secured and in the process of collection, although the Company may be receiving partial payments of interest and partial repayments of principal on such loans or if full payment of principal and interest is not expected.
 
The following table reflects the loans on nonaccrual status as of December 31, 2017 and 2016, respectively. The balances are presented by class of loan (in thousands):

 
 
2017
  
2016
 
Real estate loans:
      
     Mortgages
 
$
1,274
  
$
1,475
 
     Home Equity
  
112
   
95
 
     Commercial
  
5,192
   
4,445
 
     Agricultural
  
175
   
1,340
 
     Construction
  
133
   
-
 
Consumer
  
42
   
42
 
Other commercial loans
  
2,637
   
4,057
 
Other agricultural loans
  
606
   
-
 
 
 
$
10,171
  
$
11,454
 
 
Interest income on loans would have increased by approximately $709,000, $603,000 and $463,000 during 2017, 2016 and 2015, respectively, if these loans had performed in accordance with their terms.
 
Troubled Debt Restructurings (TDR)
 
In situations where, for economic or legal reasons related to a borrower's financial difficulties, management may grant a concession for other than an insignificant period of time to the borrower that would not otherwise be considered, the related loan is classified as a TDR. Management strives to identify borrowers in financial difficulty early and work with them to modify more affordable terms before their loan reaches nonaccrual status. These modified terms may include rate reductions, principal forgiveness, payment forbearance and other actions intended to minimize the economic loss and to avoid foreclosure or repossession of the collateral. In cases where borrowers are granted new terms that provide for a reduction of either interest or principal, management measures any impairment on the restructuring by calculating the present value of the revised loan terms and comparing this balance to the Company's investment in the loan prior to the restructuring. As these loans are individually evaluated, they are excluded from pooled portfolios when calculating the allowance for loan and lease losses and a separate allocation within the allowance for loan and lease losses is provided. Management continually evaluates loans that are considered TDRs, including payment history under the modified loan terms, the borrower's ability to continue to repay the loan based on continued evaluation of their operating results and cash flows from operations.  Based on this evaluation management would no longer consider a loan to be a TDR when the relevant facts support such a conclusion. As of December 31, 2017, 2016 and 2015, included within the allowance for loan losses are reserves of $41,000, $29,000 and $37,000, respectively, that are associated with loans modified as TDRs.
 
Loan modifications that are considered TDRs completed during the years ended December 31, 2017, 2016 and 2015 were as follows (dollars in thousands):

  
Number of contracts
  
Pre-modification Outstanding Recorded Investment
  
Post-Modification Outstanding Recorded Investment
 
  2017
 
Interest Modification
  
Term Modification
  
Interest Modification
  
Term Modification
  
Interest Modification
  
Term Modification
 
Real estate loans:
                  
     Home Equity
  
-
   
1
  
$
-
  
$
25
  
$
-
  
$
25
 
     Commercial
  
-
   
5
   
-
   
7,021
   
-
   
7,021
 
     Agricultural
  
-
   
4
   
-
   
1,475
   
-
   
1,475
 
Other commercial loans
  
-
   
1
   
-
   
9
   
-
   
9
 
Other agricultural loans
  
-
   
1
   
-
   
161
   
-
   
161
 
Total
  
-
   
12
  
$
-
  
$
8,691
  
$
-
  
$
8,691
 
                         
 2016
                        
Real estate loans:
                        
     Commercial
  
-
   
4
  
$
-
  
$
1,188
  
$
-
  
$
1,188
 
     Agricultural
  
-
   
5
   
-
   
1,956
   
-
   
1,956
 
Other commercial loans
  
-
   
3
   
-
   
3,076
   
-
   
3,076
 
Other agricultural loans
  
-
   
7
   
-
   
1,558
   
-
   
1,558
 
Total
  
-
   
19
  
$
-
  
$
7,778
  
$
-
  
$
7,778
 
                         
 2015
                        
Real estate loans:
                        
     Mortgages
  
1
   
1
  
$
71
  
$
19
  
$
71
  
$
19
 
Total
  
1
   
1
  
$
71
  
$
19
  
$
71
  
$
19
 
 
Recidivism, or the borrower defaulting on its obligation pursuant to a modified loan, results in the loan once again becoming a non-accrual loan. Recidivism occurs at a notably higher rate than do defaults on new origination loans, so modified loans present a higher risk of loss than do new origination loans. The following table presents the recorded investment in loans that were modified as TDRs during each 12-month period prior to the current reporting periods, which begin January 1, 2017, 2016 and 2015, respectively, and that subsequently defaulted during these reporting periods (dollars in thousands):
 
 
 
December 31, 2017
  
December 31, 2016
  
December 31, 2015
 
 
 
Number of
contracts
  
Recorded
investment
  
Number of
contracts
  
Recorded
investment
  
Number of
 contracts
  
Recorded
investment
 
 
                  
Other agricultural loans
  
2
  
$
632
   
-
  
$
-
   
-
  
$
-
 
Total recidivism
  
2
  
$
632
   
-
  
$
-
   
-
  
$
-
 
 
Foreclosed Assets Held For Sale
Foreclosed assets acquired in settlement of loans are carried at fair value, less estimated costs to sell, and are included in other assets on the Consolidated Balance Sheet. As of December 31, 2017 and 2016 included with other assets are $1,119,000, and $1,036,000, respectively, of foreclosed assets. As of December 31, 2017, included within the foreclosed assets is $254,000 of consumer residential mortgages that were foreclosed on or received via a deed in lieu transaction prior to the period end. As of December 31, 2017, the Company has initiated formal foreclosure proceedings on $1,600,000 of consumer residential mortgages, which have not yet been transferred into foreclosed assets.
 
Allowance for Loan Losses
 
The following tables roll forward the balance of the allowance for loan and lease losses for the years ended December 31, 2017, 2016 and 2015 and is segregated into the amount required for loans individually evaluated for impairment and the amount required for loans collectively evaluated for impairment as of December 31, 2017, 2016 and 2015 (in thousands):
 
 
 
Balance at
December 31, 2016
  
Charge-offs
  
Recoveries
  
Provision
(Benefit)
  
Balance at
December 31, 2017
  
Individually
evaluated for impairment
  
Collectively
evaluated for impairment
 
Real estate loans:
                     
     Residential
 
$
1,064
  
$
(107
)
 
$
-
  
$
92
  
$
1,049
  
$
56
  
$
993
 
     Commercial
  
3,589
   
(41
)
  
11
   
308
   
3,867
   
94
   
3,773
 
     Agricultural
  
1,494
   
(30
)
  
-
   
1,679
   
3,143
   
3
   
3,140
 
     Construction
  
47
   
-
   
-
   
(24
)
  
23
   
-
   
23
 
Consumer
  
122
   
(130
)
  
49
   
83
   
124
   
-
   
124
 
Other commercial loans
  
1,327
   
-
   
16
   
(71
)
  
1,272
   
231
   
1,041
 
Other agricultural loans
  
312
   
(5
)
  
1
   
184
   
492
   
26
   
466
 
State and political
                            
  subdivision loans
  
833
   
-
   
-
   
(17
)
  
816
   
-
   
816
 
Unallocated
  
98
   
-
   
-
   
306
   
404
   
-
   
404
 
Total
 
$
8,886
  
$
(313
)
 
$
77
  
$
2,540
  
$
11,190
  
$
410
  
$
10,780
 
 
                            
 
 
Balance at
December 31, 2015
  
Charge-offs
  
Recoveries
  
Provision
(Benefit)
  
Balance at
December 31, 2016
  
Individually
evaluated for
impairment
  
Collectively
evaluated for
impairment
 
Real estate loans:
                            
     Residential
 
$
905
  
$
(85
)
 
$
-
  
$
244
  
$
1,064
  
$
32
  
$
1,032
 
     Commercial
  
3,376
   
(100
)
  
479
   
(166
)
  
3,589
   
45
   
3,544
 
     Agricultural
  
409
   
-
   
-
   
1,085
   
1,494
   
54
   
1,440
 
     Construction
  
24
   
-
   
-
   
23
   
47
   
-
   
47
 
Consumer
  
102
   
(100
)
  
88
   
32
   
122
   
-
   
122
 
Other commercial loans
  
1,183
   
(55
)
  
33
   
166
   
1,327
   
326
   
1,001
 
Other agricultural loans
  
122
   
-
   
-
   
190
   
312
   
30
   
282
 
State and political
                            
  subdivision loans
  
593
   
-
   
-
   
240
   
833
   
-
   
833
 
Unallocated
  
392
   
-
   
-
   
(294
)
  
98
   
-
   
98
 
Total
 
$
7,106
  
$
(340
)
 
$
600
  
$
1,520
  
$
8,886
  
$
487
  
$
8,399
 

 
 
Balance at
December 31, 2014
  
Charge-offs
  
Recoveries
  
Provision
(Benefit)
  
Balance at
December 31, 2015
  
Individually
evaluated for
impairment
  
Collectively
evaluated for
impairment
 
Real estate loans:
                     
     Residential
 
$
878
  
$
(66
)
 
$
-
  
$
93
  
$
905
  
$
37
  
$
868
 
     Commercial
  
3,419
   
(84
)
  
14
   
27
   
3,376
   
62
   
3,314
 
     Agricultural
  
451
   
-
   
-
   
(42
)
  
409
       
409
 
     Construction
  
26
   
-
   
-
   
(2
)
  
24
   
-
   
24
 
Consumer
  
84
   
(47
)
  
33
   
32
   
102
   
-
   
102
 
Other commercial loans
  
1,007
   
(41
)
  
2
   
215
   
1,183
   
256
   
927
 
Other agricultural loans
  
217
   
-
   
-
   
(95
)
  
122
       
122
 
State and political
              
-
             
  subdivision loans
  
545
   
-
   
-
   
48
   
593
   
-
   
593
 
Unallocated
  
188
   
-
   
-
   
204
   
392
   
-
   
392
 
Total
 
$
6,815
  
$
(238
)
 
$
49
  
$
480
  
$
7,106
  
$
355
  
$
6,751
 
 
As discussed in Footnote 1, management evaluates various qualitative factors on a quarterly basis. The following are explanations for the changes in the allowance by portfolio segments:
2017
Residential - There was an increase in the historical loss factor for residential loans when comparing 2016 and 2017. The specific reserve for residential loans increased slightly between 2016 and 2017.   The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for residential loans due to an increase in past due.  The qualitative factor for national, state, regional and local economic trends and business conditions was decreased for residential loan categories due to an decrease in the unemployment rates in the local economy during 2017.
Commercial real estate– There was a decrease in the historical loss factor for commercial real estate loans when comparing 2016 and 2017. The specific reserve for commercial real estate loans increased slightly between 2016 and 2017. The qualitative factor for national, state, regional and local economic trends and business conditions was decreased for all commercial real estate loans due to an decrease in the unemployment rates in the local economy during 2017. The qualitative factors for changes in the levels of and trends in delinquencies, impaired and classified loans was decreased due to a lower amount of substandard loans.
 
Agricultural real estate – There was an increase in the historical loss factor for agricultural real estate loans from 2016 to 2017.  The specific reserve for agricultural real estate loans decreased from 2016 to 2017. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans was increased for agricultural real estate due to an increase in classified loans.  The qualitative factor for national, state, regional and local economic trends and business conditions was decreased for agricultural real estate loans due to a decrease in the unemployment rates in the local economy during 2017. The qualitative factors for existence of credit concentrations and changes in the level of concentrations were increased for agricultural real estate loans due to growth in these loan categories.
 
Other commercial - There was a decrease in the historical loss factor for other commercial loans when comparing 2016 and 2017. The specific reserve for other commercial loans decreased from 2016 to 2017. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans was decreased due to the decrease in non-accrual loans and past due loans.  The qualitative factor for national, state, regional and local economic trends and business conditions was decreased for other commercial loans due to an decrease in the unemployment rates in the local economy during 2017. The qualitative factors for existence of credit concentrations and changes in the level of concentrations were decreased for other commercial loans due to limited organic growth in these loan categories.
 
Other agricultural - There was an increase in the historical loss factor for other agricultural loans from 2016 to 2017.  The specific reserve for other agricultural loans decreased slightly from 2016 to 2017. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for other agricultural loans due to an increase in past due, non-accrual and substandard loans. The qualitative factor for national, state, regional and local economic trends and business conditions was decreased for other agricultural loan categories due to a decrease in the unemployment rates in the local economy during 2017. The qualitative factors for existence of credit concentrations and changes in the level of concentrations were increased for other agricultural loans due to growth in these loan categories.
 
Municipal loans - There was no change in the historical loss factor or specific reserve for municipal loans from 2016 to 2017. The qualitative factor for national, state, regional and local economic trends and business conditions was decreased for municipal loans due to a decrease in the unemployment rates in the local economy during 2017.
2016
Residential - There was an increase in the historical loss factor for residential loans when comparing 2015 and 2016. The specific reserve for residential loans decreased slightly between 2015 and 2016.   The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for residential loans due to an increase in past due, non-accrual and classified loans.  The qualitative factor for national, state, regional and local economic trends and business conditions was increased for residential loan categories due to an increase in the unemployment rates in the local economy during 2016.
 
Commercial real estate– There was a decrease in the historical loss factor for commercial real estate loans when comparing 2015 and 2016. The specific reserve for commercial real estate loans decreased slightly between 2015 and 2016. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for all commercial real estate loans due to an increase in the unemployment rates in the local economy during 2016. The qualitative factors for changes in quality of the institutions loan review system were increased for commercial real estate loans due to the addition of new staff and processes.
Agricultural real estate – There was no change in the historical loss factor for agricultural real estate loans from 2015 to 2016.  The specific reserve for agricultural real estate loans increased from 2015 to 2016. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans was increased for agricultural real estate due to an increase in past due, non-accrual and classified loans.  The qualitative factor for industry conditions, including the effects of external factors such as competition, legal, and regulatory requirements on the level of estimated credit losses, was increased for agricultural real estate due to the decrease in the price received for product sold and the increase in feed costs that has occurred in 2016, which negatively affected customer earnings. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for agricultural real estate loans due to an increase in the unemployment rates in the local economy during 2016. The qualitative factors for changes in quality of the institutions loan review system were increased for agricultural real estate due to the addition of new staff and processes. The qualitative factors for trends in volume, terms and nature of the loan portfolio were increased for agricultural real estate loans due to growth in these loan categories.
 
Other commercial - There was an increase in the historical loss factor for other commercial loans when comparing 2015 and 2016. The specific reserve for other commercial loans increased from 2015 to 2016. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans was not increased due to the increase being caused by one relationship instead of a larger trend.  The qualitative factor for national, state, regional and local economic trends and business conditions was increased for other commercial loans due to an increase in the unemployment rates in the local economy during 2016. The qualitative factors for changes in quality of the institutions loan review system were increased for other commercial due to the addition of new staff and processes.
 
Other agricultural - There was no change in the historical loss factor for other agricultural loans from 2015 to 2016.  The specific reserve for other agricultural loans increased from 2015 to 2016. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for other agricultural loans due to an increase in past due, non-accrual and classified loans  The qualitative factor for industry conditions, including the effects of external factors such as competition, legal, and regulatory requirements on the level of estimated credit losses, was increased for other agricultural loans due to the decrease in the price received for product sold and the increase in feed costs that has occurred in 2016, which negatively affected customer earnings. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for other agricultural loan categories due to an increase in the unemployment rates in the local economy during 2016. The qualitative factors for changes in quality of the institutions loan review system were increased for other agricultural loans due to the addition of new staff and processes. The qualitative factors for trends in volume, terms and nature of the loan portfolio were increased for other agricultural loans due to growth in these loan categories.
 
Municipal loans - There was no change in the historical loss factor or the specific reserve for municipal loans from 2015 to 2016. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for municipal loans due to an increase in classified loans. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for municipal loans due to an increase in the unemployment rates in the local economy during 2016. The qualitative factors for trends in volume, terms and nature of the loan portfolio were decreased for municipal loans due to this loan segment making up a smaller portion of the Bank's overall loan portfolio as we continue to grow commercial and agricultural loans. The qualitative factors for experience, ability, and depth of lending management was decreased for municipal loans due to employees gaining additional experience and the use of a third party in reviewing loan information.
2015
Residential - There was a decrease in the historical loss factor for residential loans when comparing 2014 and 2015. The specific reserve for residential loans increased slightly between 2014 and 2015.   The qualitative factor for levels of and trends in charge-offs and recoveries was increased for residential real estate loans due to the increase in charge-offs compared to historical norms for the Company. The qualitative factors for changes in levels of and trends in delinquencies and impaired/classified loans was increased for residential mortgages due to increases in the amount of non-performing loans. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for residential loan categories due to an increase in the unemployment rates in the local economy during 2015 and the reduction in natural gas exploration and extraction activity.
 
Commercial real estate– There was an increase in the historical loss factor for commercial real estate loans when comparing 2014 and 2015. The specific reserve for commercial real estate loans decreased slightly between 2014 and 2015. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for all commercial real estate loans due to an increase in the unemployment rates in the local economy during 2015 and the reduction in natural gas exploration and extraction activity. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for commercial real estate loans due to an increase in the amount of loans classified as substandard. The qualitative factor for levels of and trends in charge-offs and recoveries was decreased for commercial real estate due to the decrease in charge-offs compared to the prior year as charge-offs returned to historical norms for the Bank. The qualitative factor for experience, ability and depth of lending management and other relevant staff was decreased for commercial real estate, due to the length of time employees involved throughout the loan process have been in their positions.
 
Agricultural real estate – There were no changes in the historical loss factor and specifc reserve for agricultural real estate loans from 2014 to 2015. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for all agricultural real estate loans due to an increase in the unemployment rates in the local economy during 2015 and the reduction in natural gas exploration and extraction activity. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were decreased for agricultural real estate to the decrease in the amount of loans classified as substandard, excluding loans acquired as part of the FNB acquisition. The qualitative factor for experience, ability and depth of lending management and other relevant staff was decreased for agricultural real estate, due to the length of time employees involved throughout the loan process have been in their positions.  The qualitative factor for industry conditions, including the effects of external factors such as competition, legal, and regulatory requirements on the level of estimated credit losses, was increased for agricultural real estate due to the decrease in the price received for product sold and the increase in feed costs that has occurred in 2015, which negatively affected customer earnings.
 
Other commercial - There was a decrease in the historical loss factor for other commercial loans when comparing 2014 and 2015. The specific reserve for other commercial loans increased from 2014 to 2015. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for other commercial loans due to an increase in the unemployment rates in the local economy during 2015 and the reduction in natural gas exploration and extraction activity. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were increased for other commercial loans due to an increase in the amount of loans classified as substandard. The qualitative factor for levels of and trends in charge-offs and recoveries was decreased for other commercial loans due to the decrease in charge-offs compared to the prior year as charge-offs returned to historical norms for the Bank. The qualitative factor for experience, ability and depth of lending management and other relevant staff was decreased for other commercial loans real estate, due to the length of time employees involved throughout the loan process have been in their positions.
 
Other agricultural - There were no changes in the historical loss factor or specific reserve for other agricultural loans from 2014 to 2015. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for other agricultural real estate loans due to an increase in the unemployment rates in the local economy during 2015 and the reduction in natural gas exploration and extraction activity. The qualitative factors for changes in levels of and trends in delinquencies, impaired/classified loans were decreased for other agricultural loans to the decrease in the amount of loans classified as substandard, excluding loans acquired as part of the FNB acquisition. The qualitative factor for experience, ability and depth of lending management and other relevant staff was decreased for other agricultural loans, due to the length of time employees involved throughout the loan process have been in their positions.  The qualitative factor for industry conditions, including the effects of external factors such as competition, legal, and regulatory requirements on the level of estimated credit losses, was increased for other agricultural loans due to the decrease in the price received for product sold and the increase in feed costs that has occurred in 2015, which negatively affected customer earnings.
Municipal loans - There were no changes in the historical loss factor or specific reserve for municipal loans from 2014 to 2015. The qualitative factor for national, state, regional and local economic trends and business conditions was increased for municipal loans due to an increase in the unemployment rates in the local economy during 2015 and the reduction in natural gas exploration and extraction activity.