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Allowance for Loan Losses
9 Months Ended
Sep. 30, 2017
Allowance for Loan and Lease Losses Write-offs, Net [Abstract]  
Allowance for Loan Losses

The following table presents the activity of the allowance for loan losses by portfolio segment for the three months
ended September 30. 
Allowance for Loan Losses:
 
September 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Beginning balance
 
$
10,223

 
$
1,514

 
$
6,218

 
$
1,725

 
$
19,680

Provision for loan losses
 
(227
)
 
14

 
1,415

 
(17
)
 
1,185

Loans charged -off
 
(281
)
 
(100
)
 
(1,583
)
 

 
(1,964
)
Recoveries
 
222

 
91

 
588

 

 
901

Ending Balance
 
$
9,937

 
$
1,519

 
$
6,638

 
$
1,708

 
$
19,802



Allowance for Loan Losses:
 
September 30, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Beginning balance
 
$
10,244

 
$
1,595

 
$
5,258

 
$
2,407

 
$
19,504

Provision for loan losses
 
571

 
40

 
1,275

 
(795
)
 
1,091

Loans charged -off
 
(1,029
)
 
(211
)
 
(1,484
)
 

 
(2,724
)
Recoveries
 
479

 
154

 
570

 

 
1,203

Ending Balance
 
$
10,265

 
$
1,578

 
$
5,619

 
$
1,612

 
$
19,074



The following table presents the activity of the allowance for loan losses by portfolio segment for the nine months
ended September 30. 
Allowance for Loan Losses:
 
September 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Beginning balance
 
$
9,731

 
$
1,553

 
$
5,767

 
$
1,722

 
$
18,773

Provision for loan losses
 
176

 
(166
)
 
3,825

 
(14
)
 
3,821

Loans charged -off
 
(1,059
)
 
(564
)
 
(4,705
)
 

 
(6,328
)
Recoveries
 
1,089

 
696

 
1,751

 

 
3,536

Ending Balance
 
$
9,937

 
$
1,519

 
$
6,638

 
$
1,708

 
$
19,802

Allowance for Loan Losses:
 
September 30, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Beginning balance
 
$
11,482

 
$
1,834

 
$
4,945

 
$
1,685

 
$
19,946

Provision for loan losses
 
(520
)
 
143

 
2,811

 
(73
)
 
2,361

Loans charged -off
 
(1,851
)
 
(682
)
 
(3,673
)
 

 
(6,206
)
Recoveries
 
1,154

 
283

 
1,536

 

 
2,973

Ending Balance
 
$
10,265

 
$
1,578

 
$
5,619

 
$
1,612

 
$
19,074


The following table presents the allocation of the allowance for loan losses and the recorded investment in loans by portfolio segment and based on the impairment method at September 30, 2017 and December 31, 2016
Allowance for Loan Losses
 
September 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Individually evaluated for impairment
 
$
409

 
$
27

 
$

 
$

 
$
436

Collectively evaluated for impairment
 
9,528

 
1,492

 
6,638

 
1,708

 
19,366

Acquired with deteriorated credit quality
 

 

 

 

 

Ending Balance
 
$
9,937

 
$
1,519

 
$
6,638

 
$
1,708

 
$
19,802

 
Loans:
 
September 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
 
 
Total
Individually evaluated for impairment
 
$
9,915

 
$
484

 
$

 
 
 
$
10,399

Collectively evaluated for impairment
 
1,104,154

 
430,101

 
326,356

 
 
 
1,860,611

Acquired with deteriorated credit quality
 
1,897

 

 

 
 
 
1,897

Ending Balance
 
$
1,115,966

 
$
430,585

 
$
326,356

 
 
 
$
1,872,907


Allowance for Loan Losses:
 
December 31, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Individually evaluated for impairment
 
242

 
89

 

 

 
331

Collectively evaluated for impairment
 
9,489

 
1,464

 
5,767

 
1,722

 
18,442

Acquired with deteriorated credit quality
 

 

 

 

 

Ending Balance
 
$
9,731

 
$
1,553

 
$
5,767

 
$
1,722

 
$
18,773


Loans
 
December 31, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
 
 
Total
Individually evaluated for impairment
 
8,051

 
549

 

 
 
 
8,600

Collectively evaluated for impairment
 
1,101,269

 
423,099

 
307,226

 
 
 
1,831,594

Acquired with deteriorated credit quality
 
3,415

 
1,431

 

 
 
 
4,846

Ending Balance
 
$
1,112,735

 
$
425,079

 
$
307,226

 
 
 
$
1,845,040



In the second quarter of 2017, the Corporation revised its historical loss period from four years to seven years as the Corporation believes the longer period is more appropriate as net charge-offs have been lower in recent years. The impact of this change was not material to the overall allowance for loan losses balance, however the unallocated portion was reduced by the change.

The following tables present loans individually evaluated for impairment by class of loans. 

 
 
 
 
 
 
September 30, 2017
 
 
 
 
 
 
Unpaid
Principal
 
Recorded
 
Allowance
for Loan
Losses
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest
(Dollar amounts in thousands)
 
Balance
 
Investment
 
Allocated
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
813

 
$
813

 
$

 
$
1,013

 
$

 
$

 Farmland
 
3,639

 
3,639

 

 
1,349

 

 

 Non Farm, Non Residential
 
2,662

 
2,662

 

 
2,861

 

 

 Agriculture
 
214

 
214

 

 
268

 

 

 All Other Commercial
 
1,283

 
1,283

 

 
1,325

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
22

 
22

 

 
24

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
502

 
502

 
150

 
519

 

 

 Farmland
 
312

 
312

 
54

 
78

 

 

 Non Farm, Non Residential
 

 

 

 
164

 

 

 Agriculture
 
691

 
490

 
205

 
215

 

 

 All Other Commercial
 

 

 

 

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
462

 
462

 
27

 
493

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
10,600

 
$
10,399

 
$
436

 
$
8,309

 
$

 
$

 



 
 
 
 
 
 
December 31, 2016
 
 
 
 
 
 
Unpaid
Principal
 
Recorded
 
Allowance
for Loan
Losses
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest
Income
(Dollar amounts in thousands)
 
Balance
 
Investment
 
Allocated
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
1,181

 
$
1,181

 
$

 
$
981

 
$

 
$

 Farmland
 
826

 
826

 

 
770

 

 

 Non Farm, Non Residential
 
3,368

 
2,996

 

 
3,096

 

 

 Agriculture
 
622

 
487

 

 
351

 

 

 All Other Commercial
 
1,367

 
1,367

 

 
1,477

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
25

 
25

 

 
27

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
537

 
537

 
36

 
819

 

 

 Farmland
 

 

 

 

 

 

 Non Farm, Non Residential
 
657

 
657

 
206

 
1,016

 


 

 Agriculture
 

 

 

 
114

 

 

 All Other Commercial
 

 

 

 
45

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
524

 
524

 
89

 
647

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
9,107

 
$
8,600

 
$
331

 
$
9,343

 
$

 
$

 

 
 
Three Months Ended 
 September 30, 2017
 
Nine Months Ended 
 September 30, 2017
 
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
(Dollar amounts in thousands)
 
Investment
 
Recognized
 
Recognized
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
891

 
$

 
$

 
$
1,013

 
$

 
$

 Farmland
 
2,285

 

 

 
1,349

 

 

 Non Farm, Non Residential
 
3,218

 

 

 
2,861

 

 

 Agriculture
 
107

 

 

 
268

 

 

 All Other Commercial
 
1,297

 

 

 
1,325

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
23

 

 

 
24

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
508

 

 

 
519

 

 

 Farmland
 
156

 

 

 
78

 

 

 Non Farm, Non Residential
 

 

 

 
164

 

 

 Agriculture
 
430

 

 

 
215

 

 

 All Other Commercial
 

 

 

 

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
473

 

 

 
493

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
9,388

 
$

 
$

 
$
8,309

 
$

 
$




 
 
Three Months Ended 
 September 30, 2016
 
Nine Months Ended 
 September 30, 2016
 
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
(Dollar amounts in thousands)
 
Investment
 
Recognized
 
Recognized
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
719

 
$

 
$

 
$
931

 
$

 
$

 Farmland
 
1,513

 

 

 
757

 

 

 Non Farm, Non Residential
 
3,064

 

 

 
3,121

 

 

 Agriculture
 
635

 

 

 
318

 

 

 All Other Commercial
 
1,410

 

 

 
1,504

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
27

 

 

 
28

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
980

 

 

 
890

 

 

 Farmland
 

 

 

 

 

 

 Non Farm, Non Residential
 
915

 

 

 
1,105

 

 

 Agriculture
 
286

 

 

 
143

 

 

 All Other Commercial
 

 

 

 
56

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
576

 

 

 
677

 

 

 Home Equity
 

 

 

 

 

 

 Junior Liens
 

 

 

 

 

 

 Multifamily
 

 

 

 

 

 

 All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 

 

 

 

 All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
10,125

 
$

 
$

 
$
9,530

 
$

 
$

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 








The tables below presents the recorded investment in non-performing loans.
 
 
September 30, 2017
 
 
Loans Past
Due Over
90 Day Still
 
Troubled
Debt
 
Nonaccrual Excluding
(Dollar amounts in thousands)
 
Accruing
 
Accruing
 
Nonaccrual
 
TDR
Commercial
 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$

 
$
2

 
$
212

 
$
1,900

 Farmland
 

 

 

 
4,145

 Non Farm, Non Residential
 

 
1

 
2,694

 
185

 Agriculture
 

 

 

 
890

 All Other Commercial
 

 

 

 
1,310

Residential
 
 

 
 

 
 
 
 

 First Liens
 
997

 
3,262

 
630

 
4,161

 Home Equity
 
44

 

 

 
268

 Junior Liens
 
26

 

 

 
167

 Multifamily
 

 

 

 

 All Other Residential
 

 

 

 
94

Consumer
 
 

 
 

 
 
 
 

 Motor Vehicle
 
390

 
12

 

 
255

 All Other Consumer
 
7

 
211

 
470

 
590

TOTAL
 
$
1,464

 
$
3,488

 
$
4,006

 
$
13,965



 
 
December 31, 2016
 
 
Loans Past
Due Over
90 Day Still
 
Troubled
Debt
 
Nonaccrual Excluding
(Dollar amounts in thousands)
 
Accruing
 
Accruing
 
Nonaccrual
 
TDR
Commercial
 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
45

 
$
3

 
$
383

 
$
2,405

 Farmland
 

 

 

 
978

 Non Farm, Non Residential
 

 
60

 
2,941

 
1,027

 Agriculture
 

 

 

 
744

 All Other Commercial
 

 

 

 
1,380

Residential
 
 

 
 

 
 
 
 

 First Liens
 
276

 
3,525

 
995

 
5,496

 Home Equity
 

 

 

 
285

 Junior Liens
 
55

 

 

 
202

 Multifamily
 

 

 

 

 All Other Residential
 

 

 

 
94

Consumer
 
 

 
 

 
 
 
 

 Motor Vehicle
 
293

 
60

 

 
140

 All Other Consumer
 

 
150

 
517

 
741

TOTAL
 
$
669

 
$
3,798

 
$
4,836

 
$
13,492



There were $141 thousand of loans covered by loss share agreements with the FDIC included in loans past due over 90 days still on accrual at September 30, 2017 and there were $80 thousand at December 31, 2016. There were $63 thousand of covered loans included in non-accrual loans at September 30, 2017 and there were $112 thousand at December 31, 2016. There were no covered loans at September 30, 2017 or December 31, 2016 that were deemed impaired.

Non-performing loans include both smaller balance homogeneous loans that are collectively evaluated for impairment and individually classified impaired loans.

The following tables presents the aging of the recorded investment in loans by past due category and class of loans.  
 
 
September 30, 2017
 
 
30-59 Days
 
60-89 Days
 
Greater
than 90 days
 
Total
 
 
 
 
(Dollar amounts in thousands)
 
Past Due
 
Past Due
 
Past Due
 
Past Due
 
Current
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
289

 
$
403

 
$
815

 
$
1,507

 
$
463,408

 
$
464,915

 Farmland
 

 

 
3,639

 
3,639

 
105,088

 
108,727

 Non Farm, Non Residential
 

 

 

 

 
198,916

 
198,916

 Agriculture
 
502

 
87

 
671

 
1,260

 
147,209

 
148,469

 All Other Commercial
 

 

 
27

 
27

 
194,912

 
194,939

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
608

 
872

 
1,440

 
2,920

 
255,766

 
258,686

 Home Equity
 
116

 
10

 
56

 
182

 
36,059

 
36,241

 Junior Liens
 
200

 
136

 
113

 
449

 
40,111

 
40,560

 Multifamily
 

 

 

 

 
82,828

 
82,828

 All Other Residential
 

 

 
12

 
12

 
12,258

 
12,270

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 
3,287

 
602

 
427

 
4,316

 
296,607

 
300,923

 All Other Consumer
 
107

 
15

 
8

 
130

 
25,303

 
25,433

TOTAL
 
$
5,109

 
$
2,125

 
$
7,208

 
$
14,442

 
$
1,858,465

 
$
1,872,907

 
 
 
December 31, 2016
 
 
30-59 Days
 
60-89 Days
 
Greater
than 90 days
 
Total
 
 
 
 
(Dollar amounts in thousands)
 
Past Due
 
Past Due
 
Past Due
 
Past Due
 
Current
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
370

 
$
114

 
$
1,199

 
$
1,683

 
$
474,406

 
$
476,089

 Farmland
 
235

 
22

 
46

 
303

 
110,897

 
111,200

 Non Farm, Non Residential
 
153

 

 
215

 
368

 
195,120

 
195,488

 Agriculture
 
246

 

 
467

 
713

 
151,059

 
151,772

 All Other Commercial
 
15

 

 

 
15

 
178,171

 
178,186

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
3,862

 
954

 
1,516

 
6,332

 
264,446

 
270,778

 Home Equity
 
186

 
64

 
27

 
277

 
35,782

 
36,059

 Junior Liens
 
271

 

 
224

 
495

 
36,912

 
37,407

 Multifamily
 

 

 

 

 
67,799

 
67,799

 All Other Residential
 
42

 
12

 

 
54

 
12,982

 
13,036

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 
4,048

 
732

 
313

 
5,093

 
277,604

 
282,697

 All Other Consumer
 
143

 
22

 
3

 
168

 
24,361

 
24,529

TOTAL
 
$
9,571

 
$
1,920

 
$
4,010

 
$
15,501

 
$
1,829,539

 
$
1,845,040






During the three and nine months ended September 30, 2017 and 2016, the terms of certain loans were modified as troubled debt restructurings (TDRs). The following tables present the activity for TDR's.
 
 
 
 
2017
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
July 1,
 
$
3,061

 
$
4,198

 
$
725

 
$
7,984

    Added
 

 

 
42

 
42

    Charged Off
 

 
(155
)
 
(17
)
 
(172
)
    Payments
 
(153
)
 
(222
)
 
(55
)
 
(430
)
September 30,
 
$
2,908

 
$
3,821

 
$
695

 
$
7,424

 
 
 
 
2017
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
January 1,
 
$
3,386

 
$
4,447

 
$
732

 
$
8,565

    Added
 

 
227

 
251

 
478

    Charged Off
 

 
(195
)
 
(88
)
 
(283
)
    Payments
 
(478
)
 
(658
)
 
(200
)
 
(1,336
)
September 30,
 
$
2,908

 
$
3,821

 
$
695

 
$
7,424

 
 
 
 
2016
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
July 1,
 
3,453

 
5,033

 
669

 
9,155

    Added
 

 

 
109

 
109

    Charged Off
 

 

 
(13
)
 
(13
)
    Payments
 
(71
)
 
(239
)
 
(55
)
 
(365
)
September 30,
 
3,382

 
4,794

 
710

 
8,886

 
 
 
 
2016
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
January 1,
 
3,584

 
5,593

 
683

 
9,860

    Added
 

 
123

 
259

 
382

    Charged Off
 

 
(181
)
 
(39
)
 
(220
)
    Payments
 
(202
)
 
(741
)
 
(193
)
 
(1,136
)
September 30,
 
3,382

 
4,794

 
710

 
8,886



Modification of the terms of such loans typically include one or a combination of the following: a reduction of the stated interest rate of the loan; an extension of the maturity date at a stated rate of interest lower than the current market rate for new debt with similar risk; or a permanent reduction of the recorded investment in the loan. No modification in 2017 or 2016 resulted in the permanent reduction of the recorded investment in the loan. Modifications involving a reduction of the stated interest rate of the loan were for periods ranging from twelve months to five years. Modifications involving an extension of the maturity date were for periods ranging from twelve months to ten years. Troubled debt restructurings during the three and nine months ended September 30, 2017 and 2016 did not result in any material charge-offs or additional provision expense.

The Corporation has no allocations of specific reserves to customers whose loan terms have been modified in troubled debt restructurings as of September 30, 2017 and 2016. The Corporation has not committed to lend additional amounts as of September 30, 2017 and 2016 to customers with outstanding loans that are classified as troubled debt restructurings. None of the charge-offs during the three and nine months ended September 30, 2017 and 2016 were of restructurings that had occurred in the previous 12 months.

Credit Quality Indicators:
 
The Corporation categorizes loans into risk categories based on relevant information about the ability of borrowers to service their debt such as: current financial information, historical payment experience, credit documentation, public information, and current economic trends, among other factors. The Corporation analyzes loans individually by classifying the loans as to credit risk. This analysis includes non-homogeneous loans, such as commercial loans, with an outstanding balance greater than $100 thousand. Any consumer loans outstanding to a borrower who had commercial loans analyzed will be similarly risk rated. This analysis is performed on a quarterly basis. The Corporation uses the following definitions for risk ratings:
 
Special Mention: Loans classified as special mention have a potential weakness that deserves management’s close attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the loan or of the institution’s credit position at some future date.
 
Substandard: Loans classified as substandard are inadequately protected by the current net worth and debt service capacity of the borrower or of any pledged collateral. These loans have a well-defined weakness or weaknesses which have clearly jeopardized repayment of principal and interest as originally intended. They are characterized by the distinct possibility that the institution will sustain some future loss if the deficiencies are not corrected.
 
Doubtful: Loans classified as doubtful have all the weaknesses inherent in those graded substandard, with the added characteristic that the severity of the weaknesses makes collection or liquidation in full highly questionable or improbable based upon currently existing facts, conditions, and values.

Furthermore, non-homogeneous loans which were not individually analyzed, but are 90+ days past due or on non-accrual are classified as substandard. Loans included in homogeneous pools, such as residential or consumer may be classified as substandard due to 90+ days delinquency, non-accrual status, bankruptcy, or loan restructuring.
 
Loans not meeting the criteria above that are analyzed individually as part of the above described process are considered to be pass rated loans. Loans listed as not rated are either those with an outstanding balance less than $100 thousand or are included in groups of homogeneous loans. As of September 30, 2017 and December 31, 2016, and based on the most recent analysis performed, the risk category of loans by class of loans are as follows:
 
 
September 30, 2017
(Dollar amounts in thousands)
 
Pass
 
Special
Mention
 
Substandard
 
Doubtful
 
Not Rated
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
424,500

 
$
12,758

 
$
17,983

 
$
203

 
$
8,095

 
$
463,539

 Farmland
 
87,650

 
11,537

 
7,528

 

 
26

 
106,741

 Non Farm, Non Residential
 
174,709

 
9,529

 
14,240

 

 

 
198,478

 Agriculture
 
112,100

 
21,831

 
12,113

 

 
288

 
146,332

 All Other Commercial
 
182,009

 
2,819

 
7,673

 

 
1,507

 
194,008

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
44,959

 
881

 
3,979

 
8

 
207,990

 
257,817

 Home Equity
 
324

 

 
117

 

 
35,726

 
36,167

 Junior Liens
 
1,954

 
79

 
239

 
101

 
38,094

 
40,467

 Multifamily
 
82,552

 

 

 

 
77

 
82,629

 All Other Residential
 

 

 
49

 

 
12,182

 
12,231

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 
542

 

 
299,173

 
299,715

 All Other Consumer
 

 

 
63

 

 
25,257

 
25,320

TOTAL
 
$
1,110,757

 
$
59,434

 
$
64,526

 
$
312

 
$
628,415

 
$
1,863,444

 
 
December 31, 2016
(Dollar amounts in thousands)
 
Pass
 
Special
Mention
 
Substandard
 
Doubtful
 
Not Rated
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

 Commercial & Industrial
 
$
427,262

 
$
16,286

 
$
25,177

 
$
449

 
$
5,730

 
$
474,904

 Farmland
 
95,115

 
8,300

 
5,238

 

 
532

 
109,185

 Non Farm, Non Residential
 
172,739

 
5,745

 
16,601

 

 

 
195,085

 Agriculture
 
121,983

 
13,885

 
12,301

 

 
1,366

 
149,535

 All Other Commercial
 
163,492

 
596

 
10,058

 
76

 
3,251

 
177,473

Residential
 
 

 
 

 
 

 
 

 
 

 
 

 First Liens
 
43,674

 
1,541

 
4,466

 
18

 
220,249

 
269,948

 Home Equity
 
363

 

 
86

 

 
35,554

 
36,003

 Junior Liens
 
1,826

 
85

 
401

 
26

 
34,977

 
37,315

 Multifamily
 
66,133

 
1,430

 
15

 

 
65

 
67,643

 All Other Residential
 

 

 

 

 
13,002

 
13,002

Consumer
 


 
 

 
 

 
 

 
 

 
 

 Motor Vehicle
 

 

 
331

 

 
281,134

 
281,465

 All Other Consumer
 

 

 
25

 

 
24,391

 
24,416

TOTAL
 
$
1,092,587

 
$
47,868

 
$
74,699

 
$
569

 
$
620,251

 
$
1,835,974