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Loans
12 Months Ended
Dec. 31, 2015
Receivables [Abstract]  
Loans
NOTE 4 LOANS:
During 2015, the Corporation reclassified all closed end first lien home equity loans to residential mortgage loans in order to better align with the Corporation's regulatory reporting of residential mortgage loan products. All prior periods have been restated to reflect this change. As a result, the restated home equity loan portfolio is $1.1 billion for December 31, 2014, compared to the originally reported amount of $1.6 billion. Similarly, the restated residential mortgage loan portfolio is $5.1 billion for December 31, 2014, compared to the originally reported amount of $4.5 billion.

Loans at December 31 are summarized below.
 
2015
 
2014
 
($ in Thousands)
Commercial and industrial
$
6,147,440

 
$
5,905,902

Commercial real estate — owner occupied
918,212

 
1,007,937

Lease financing
43,243

 
51,529

Commercial and business lending
7,108,895

 
6,965,368

Commercial real estate — investor
3,234,266

 
3,056,485

Real estate construction
1,162,145

 
1,008,956

Commercial real estate lending
4,396,411

 
4,065,441

Total commercial
11,505,306

 
11,030,809

Home equity
1,005,802

 
1,051,927

Installment and credit cards
419,968

 
454,219

Residential mortgage
5,783,267

 
5,056,891

Total consumer
7,209,037

 
6,563,037

Total loans
$
18,714,343

 
$
17,593,846


The Corporation has granted loans to their 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.
 
2015
 
($ in Thousands)
Balance at beginning of year
$
74,420

New loans
14,840

Repayments
(19,990
)
Changes due to status of executive officers and directors
(32,673
)
Balance at end of year
$
36,597


A summary of the changes in the allowance for credit losses for the years indicated was as follows.
 
2015
 
2014
 
2013
 
($ in Thousands)
Allowance for Loan Losses:
 
 
 
 
 
Balance at beginning of year
$
266,302

 
$
268,315

 
$
297,409

Provision for loan losses
38,000

 
13,000

 
10,000

Charge offs
(52,280
)
 
(44,096
)
 
(88,061
)
Recoveries
22,242

 
29,083

 
48,967

Net charge offs
(30,038
)
 
(15,013
)
 
(39,094
)
Balance at end of year
$
274,264

 
$
266,302

 
$
268,315

Allowance for Unfunded Commitments:
 
 
 
 
 
Balance at beginning of year
$
24,900

 
$
21,900

 
$
21,800

Provision for unfunded commitments
(500
)
 
3,000

 
100

Balance at end of year
$
24,400

 
$
24,900

 
$
21,900

Allowance for Credit Losses
$
298,664

 
$
291,202

 
$
290,215


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. 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 1 for the Corporation’s accounting policy for the allowance for loan losses and the allowance for unfunded commitments. 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, 2015, was as follows.
$ in Thousands
Commercial
and
industrial
 
Commercial
real estate
— owner
occupied
 
Lease
financing
 
Commercial
real
estate —
investor
 
Real estate
construction
 
Home
equity
 
Installment
and credit
cards
 
Residential
mortgage
 
Total
Balance at Dec 31, 2014
$
116,025

 
$
16,510

 
$
1,610

 
$
46,333

 
$
20,999

 
$
26,464

 
$
6,435

 
$
31,926

 
$
266,302

Provision for loan losses
30,861

 
3,894

 
(671
)
 
(2,827
)
 
2,749

 
906

 
2,194

 
894

 
38,000

Charge offs
(27,687
)
 
(2,645
)
 

 
(4,645
)
 
(750
)
 
(7,048
)
 
(3,869
)
 
(5,636
)
 
(52,280
)
Recoveries
9,795

 
921

 
26

 
4,157

 
2,268

 
3,233

 
765

 
1,077

 
22,242

Balance at Dec 31, 2015
$
128,994

 
$
18,680

 
$
965

 
$
43,018

 
$
25,266

 
$
23,555

 
$
5,525

 
$
28,261

 
$
274,264

Allowance for loan losses:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Ending balance impaired loans individually evaluated for impairment
$
7,522

 
$

 
$

 
$
229

 
$

 
$
46

 
$

 
$
166

 
$
7,963

Ending balance impaired loans collectively evaluated for impairment
$
640

 
$
448

 
$

 
$
1,602

 
$
453

 
$
10,072

 
$
195

 
$
12,296

 
$
25,706

Total impaired loans
$
8,162

 
$
448

 
$

 
$
1,831

 
$
453

 
$
10,118

 
$
195

 
$
12,462

 
$
33,669

Ending balance all other loans collectively evaluated for impairment
$
120,832

 
$
18,232

 
$
965

 
$
41,187

 
$
24,813

 
$
13,437

 
$
5,330

 
$
15,799

 
$
240,595

Total
$
128,994

 
$
18,680

 
$
965

 
$
43,018

 
$
25,266

 
$
23,555

 
$
5,525

 
$
28,261

 
$
274,264

Loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Ending balance impaired loans individually evaluated for impairment
$
89,935

 
$
6,221

 
$
1,634

 
$
5,460

 
$

 
$
1,281

 
$

 
$
6,956

 
$
111,487

Ending balance impaired loans collectively evaluated for impairment
$
31,299

 
$
9,705

 
$

 
$
25,098

 
$
1,450

 
$
21,032

 
$
1,154

 
$
64,396

 
$
154,134

Total impaired loans
$
121,234

 
$
15,926

 
$
1,634

 
$
30,558

 
$
1,450

 
$
22,313

 
$
1,154

 
$
71,352

 
$
265,621

Ending balance all other loans collectively evaluated for impairment
$
6,026,206

 
$
902,286

 
$
41,609

 
$
3,203,708

 
$
1,160,695

 
$
983,489

 
$
418,814

 
$
5,711,915

 
$
18,448,722

Total
$
6,147,440

 
$
918,212

 
$
43,243

 
$
3,234,266

 
$
1,162,145

 
$
1,005,802

 
$
419,968

 
$
5,783,267

 
$
18,714,343


At December 31, 2015, $42 million of the commercial and industrial allowance for loan losses was attributable to Oil and Gas related credits, compared to $17 million at December 31, 2014. This allocated allowance for loan losses represented 5.58% and 2.26% of period end Oil and Gas related loans at December 31, 2015 and December 31, 2014, respectively. The total allowance for loan losses is available to absorb losses from any segment of the loan portfolio.
For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2014, was as follows.
$ in Thousands
Commercial
and
industrial
 
Commercial
real estate
— owner
occupied
 
Lease
financing
 
Commercial
real estate
— investor
 
Real estate
construction
 
Home
equity
 
Installment and credit cards
 
Residential
mortgage
 
Total
Balance at Dec 31, 2013
$
104,501

 
$
19,476

 
$
1,607

 
$
58,156

 
$
23,418

 
$
27,932

 
$
2,416

 
$
30,809

 
$
268,315

Provision for loan losses
14,767

 
(1,296
)
 
35

 
(17,290
)
 
(1,277
)
 
6,278

 
6,279

 
5,504

 
13,000

Charge offs
(14,633
)
 
(3,476
)
 
(39
)
 
(4,529
)
 
(1,958
)
 
(10,946
)
 
(2,876
)
 
(5,639
)
 
(44,096
)
Recoveries
11,390

 
1,806

 
7

 
9,996

 
816

 
3,200

 
616

 
1,252

 
29,083

Balance at Dec 31, 2014
$
116,025

 
$
16,510

 
$
1,610

 
$
46,333

 
$
20,999

 
$
26,464

 
$
6,435

 
$
31,926

 
$
266,302

Allowance for loan losses:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Ending balance impaired loans individually evaluated for impairment
$
13,615

 
$
1,490

 
$
574

 
$
1,649

 
$
328

 
$
11

 
$

 
$
199

 
$
17,866

Ending balance impaired loans collectively evaluated for impairment
$
2,852

 
$
1,731

 
$

 
$
1,938

 
$
767

 
$
11,371

 
$
308

 
$
13,598

 
$
32,565

Total impaired loans
$
16,467

 
$
3,221

 
$
574

 
$
3,587

 
$
1,095

 
$
11,382

 
$
308

 
$
13,797

 
$
50,431

Ending balance all other loans collectively evaluated for impairment
$
99,558

 
$
13,289

 
$
1,036

 
$
42,746

 
$
19,904

 
$
15,082

 
$
6,127

 
$
18,129

 
$
215,871

Total
$
116,025

 
$
16,510

 
$
1,610

 
$
46,333

 
$
20,999

 
$
26,464

 
$
6,435

 
$
31,926

 
$
266,302

Loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Ending balance impaired loans individually evaluated for impairment
$
45,118

 
$
20,731

 
$
1,801

 
$
19,683

 
$
3,776

 
$
962

 
$

 
$
9,751

 
$
101,822

Ending balance impaired loans collectively evaluated for impairment
$
38,437

 
$
15,548

 
$

 
$
26,129

 
$
2,350

 
$
23,698

 
$
1,587

 
$
66,058

 
$
173,807

Total impaired loans
$
83,555

 
$
36,279

 
$
1,801

 
$
45,812

 
$
6,126

 
$
24,660

 
$
1,587

 
$
75,809

 
$
275,629

Ending balance all other loans collectively evaluated for impairment
$
5,822,347

 
$
971,658

 
$
49,728

 
$
3,010,673

 
$
1,002,830

 
$
1,027,267

 
$
452,632

 
$
4,981,082

 
$
17,318,217

Total
$
5,905,902

 
$
1,007,937

 
$
51,529

 
$
3,056,485

 
$
1,008,956

 
$
1,051,927

 
$
454,219

 
$
5,056,891

 
$
17,593,846


The following table presents commercial loans by credit quality indicator at December 31, 2015.
 
Pass
 
Special
Mention
 
Potential
Problem
 
Impaired
 
Total
 
($ Thousands)
Commercial and industrial
$
5,455,573

 
$
339,953

 
$
230,680

 
$
121,234

 
$
6,147,440

Commercial real estate — owner occupied
827,694

 
38,886

 
35,706

 
15,926

 
918,212

Lease financing
37,969

 
1,190

 
2,450

 
1,634

 
43,243

Commercial and business lending
6,321,236

 
380,029

 
268,836

 
138,794

 
7,108,895

Commercial real estate — investor
3,150,134

 
27,630

 
25,944

 
30,558

 
3,234,266

Real estate construction
1,156,524

 
252

 
3,919

 
1,450

 
1,162,145

Commercial real estate lending
4,306,658

 
27,882

 
29,863

 
32,008

 
4,396,411

Total commercial
$
10,627,894

 
$
407,911

 
$
298,699

 
$
170,802

 
$
11,505,306


The following table presents commercial loans by credit quality indicator at December 31, 2014. 
 
Pass
 
Special
Mention
 
Potential
Problem
 
Impaired
 
Total
 
($ Thousands)
Commercial and industrial
$
5,594,497

 
$
119,328

 
$
108,522

 
$
83,555

 
$
5,905,902

Commercial real estate — owner occupied
904,526

 
18,437

 
48,695

 
36,279

 
1,007,937

Lease financing
46,931

 
88

 
2,709

 
1,801

 
51,529

Commercial and business lending
6,545,954

 
137,853

 
159,926

 
121,635

 
6,965,368

Commercial real estate — investor
2,974,493

 
12,137

 
24,043

 
45,812

 
3,056,485

Real estate construction
998,972

 
2,082

 
1,776

 
6,126

 
1,008,956

Commercial real estate lending
3,973,465

 
14,219

 
25,819

 
51,938

 
4,065,441

Total commercial
$
10,519,419

 
$
152,072

 
$
185,745

 
$
173,573

 
$
11,030,809


The following table presents consumer loans by credit quality indicator at December 31, 2015.
 
Performing
 
30-89 Days
Past Due
 
Potential
Problem
 
Impaired
 
Total
 
($ Thousands)
Home equity
$
975,348

 
$
7,919

 
$
222

 
$
22,313

 
$
1,005,802

Installment and credit cards
416,944

 
1,870

 

 
1,154

 
419,968

Residential mortgage
5,704,189

 
4,930

 
2,796

 
71,352

 
5,783,267

Total consumer
$
7,096,481

 
$
14,719

 
$
3,018

 
$
94,819

 
$
7,209,037

The following table presents consumer loans by credit quality indicator at December 31, 2014.
 
Performing
 
30-89 Days
Past Due
 
Potential
Problem
 
Impaired
 
Total
 
($ Thousands)
Home equity
$
1,017,604

 
$
8,783

 
$
880

 
$
24,660

 
$
1,051,927

Installment and credit cards
450,698

 
1,932

 
2

 
1,587

 
454,219

Residential mortgage
4,972,455

 
4,846

 
3,781

 
75,809

 
5,056,891

Total consumer
$
6,440,757

 
$
15,561

 
$
4,663

 
$
102,056

 
$
6,563,037


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, and appropriate allowance for loan losses, allowance for unfunded commitments, nonaccrual, and charge off policies.
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 that are 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, that 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 that have nonaccrual status or have had their terms restructured in a troubled debt restructuring meet this impaired loan definition. Commercial loans classified as special mention, potential problem, and impaired 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. See Note 1 for the Corporation’s accounting policy for loans.
The following table presents loans by past due status at December 31, 2015.
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or More
Past Due*
 
Total Past Due
 
Current
 
Total
 
($ in Thousands)
Accruing loans
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
602

 
$
409

 
$
249

 
$
1,260

 
$
6,054,239

 
$
6,055,499

Commercial real estate — owner occupied
7,142

 

 

 
7,142

 
903,021

 
910,163

Lease financing

 

 

 

 
41,609

 
41,609

Commercial and business lending
7,744

 
409

 
249

 
8,402

 
6,998,869

 
7,007,271

Commercial real estate — investor
291

 

 

 
291

 
3,225,332

 
3,225,623

Real estate construction
270

 
26

 

 
296

 
1,160,909

 
1,161,205

Commercial real estate lending
561

 
26

 

 
587

 
4,386,241

 
4,386,828

Total commercial
8,305

 
435

 
249

 
8,989

 
11,385,110

 
11,394,099

Home equity
6,190

 
1,729

 

 
7,919

 
982,639

 
990,558

Installment and credit cards
1,195

 
675

 
1,399

 
3,269

 
416,374

 
419,643

Residential mortgage
4,491

 
439

 

 
4,930

 
5,726,855

 
5,731,785

Total consumer
11,876

 
2,843

 
1,399

 
16,118

 
7,125,868

 
7,141,986

Total accruing loans
$
20,181

 
$
3,278

 
$
1,648

 
$
25,107

 
$
18,510,978

 
$
18,536,085

Nonaccrual loans
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
895

 
$
16

 
$
4,848

 
$
5,759

 
$
86,182

 
$
91,941

Commercial real estate — owner occupied

 
2,572

 
1,301

 
3,873

 
4,176

 
8,049

Lease financing

 

 

 

 
1,634

 
1,634

Commercial and business lending
895

 
2,588

 
6,149

 
9,632

 
91,992

 
101,624

Commercial real estate — investor
3,174

 
1,158

 
3,480

 
7,812

 
831

 
8,643

Real estate construction
133

 
61

 
427

 
621

 
319

 
940

Commercial real estate lending
3,307

 
1,219

 
3,907

 
8,433

 
1,150

 
9,583

Total commercial
4,202

 
3,807

 
10,056

 
18,065

 
93,142

 
111,207

Home equity
1,922

 
1,330

 
5,833

 
9,085

 
6,159

 
15,244

Installment and credit cards
47

 
39

 
151

 
237

 
88

 
325

Residential mortgage
3,984

 
5,251

 
17,950

 
27,185

 
24,297

 
51,482

Total consumer
5,953

 
6,620

 
23,934

 
36,507

 
30,544

 
67,051

Total nonaccrual loans**
$
10,155

 
$
10,427

 
$
33,990

 
$
54,572

 
$
123,686

 
$
178,258

Total loans
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
1,497

 
$
425

 
$
5,097

 
$
7,019

 
$
6,140,421

 
$
6,147,440

Commercial real estate — owner occupied
7,142

 
2,572

 
1,301

 
11,015

 
907,197

 
918,212

Lease financing

 

 

 

 
43,243

 
43,243

Commercial and business lending
8,639

 
2,997

 
6,398

 
18,034

 
7,090,861

 
7,108,895

Commercial real estate — investor
3,465

 
1,158

 
3,480

 
8,103

 
3,226,163

 
3,234,266

Real estate construction
403

 
87

 
427

 
917

 
1,161,228

 
1,162,145

Commercial real estate lending
3,868

 
1,245

 
3,907

 
9,020

 
4,387,391

 
4,396,411

Total commercial
12,507

 
4,242

 
10,305

 
27,054

 
11,478,252

 
11,505,306

Home equity
8,112

 
3,059

 
5,833

 
17,004

 
988,798

 
1,005,802

Installment and credit cards
1,242

 
714

 
1,550

 
3,506

 
416,462

 
419,968

Residential mortgage
8,475

 
5,690

 
17,950

 
32,115

 
5,751,152

 
5,783,267

Total consumer
17,829

 
9,463

 
25,333

 
52,625

 
7,156,412

 
7,209,037

Total loans
$
30,336

 
$
13,705

 
$
35,638

 
$
79,679

 
$
18,634,664

 
$
18,714,343

* The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2015 (the same as the reported balances for the accruing loans noted above).
** The percent of nonaccrual loans which are current was 69% at December 31, 2015.
The following table presents loans by past due status at December 31, 2014.
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or More
Past Due*
 
Total Past Due
 
Current
 
Total
 
($ in Thousands)
Accruing loans
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
4,466

 
$
10,281

 
$
254

 
$
15,001

 
$
5,841,238

 
$
5,856,239

Commercial real estate — owner occupied
8,429

 
2,199

 

 
10,628

 
971,484

 
982,112

Lease financing

 

 

 

 
49,728

 
49,728

Commercial and business lending
12,895

 
12,480

 
254

 
25,629

 
6,862,450

 
6,888,079

Commercial real estate — investor
712

 
496

 

 
1,208

 
3,032,592

 
3,033,800

Real estate construction
951

 
33

 

 
984

 
1,002,573

 
1,003,557

Commercial real estate lending
1,663

 
529

 

 
2,192

 
4,035,165

 
4,037,357

Total commercial
14,558

 
13,009

 
254

 
27,821

 
10,897,615

 
10,925,436

Home equity
6,988

 
1,795

 
52

 
8,835

 
1,026,641

 
1,035,476

Installment and credit cards
1,186

 
746

 
1,317

 
3,249

 
450,357

 
453,606

Residential mortgage
3,889

 
957

 

 
4,846

 
4,997,069

 
5,001,915

Total consumer
12,063

 
3,498

 
1,369

 
16,930

 
6,474,067

 
6,490,997

Total accruing loans
$
26,621

 
$
16,507

 
$
1,623

 
$
44,751

 
$
17,371,682

 
$
17,416,433

Nonaccrual loans
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
872

 
$
627

 
$
10,154

 
$
11,653

 
$
38,010

 
$
49,663

Commercial real estate — owner occupied
3,197

 
41

 
8,596

 
11,834

 
13,991

 
25,825

Lease financing

 

 
513

 
513

 
1,288

 
1,801

Commercial and business lending
4,069

 
668

 
19,263

 
24,000

 
53,289

 
77,289

Commercial real estate — investor
1,857

 
459

 
12,765

 
15,081

 
7,604

 
22,685

Real estate construction
87

 
73

 
798

 
958

 
4,441

 
5,399

Commercial real estate lending
1,944

 
532

 
13,563

 
16,039

 
12,045

 
28,084

Total commercial
6,013

 
1,200

 
32,826

 
40,039

 
65,334

 
105,373

Home equity
1,471

 
1,766

 
6,840

 
10,077

 
6,374

 
16,451

Installment and credit cards
96

 
39

 
141

 
276

 
337

 
613

Residential mortgage
5,172

 
3,193

 
23,492

 
31,857

 
23,119

 
54,976

Total consumer
6,739

 
4,998

 
30,473

 
42,210

 
29,830

 
72,040

Total nonaccrual loans**
$
12,752

 
$
6,198

 
$
63,299

 
$
82,249

 
$
95,164

 
$
177,413

Total loans
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
5,338

 
$
10,908

 
$
10,408

 
$
26,654

 
$
5,879,248

 
$
5,905,902

Commercial real estate — owner occupied
11,626

 
2,240

 
8,596

 
22,462

 
985,475

 
1,007,937

Lease financing

 

 
513

 
513

 
51,016

 
51,529

Commercial and business lending
16,964

 
13,148

 
19,517

 
49,629

 
6,915,739

 
6,965,368

Commercial real estate — investor
2,569

 
955

 
12,765

 
16,289

 
3,040,196

 
3,056,485

Real estate construction
1,038

 
106

 
798

 
1,942

 
1,007,014

 
1,008,956

Commercial real estate lending
3,607

 
1,061

 
13,563

 
18,231

 
4,047,210

 
4,065,441

Total commercial
20,571

 
14,209

 
33,080

 
67,860

 
10,962,949

 
11,030,809

Home equity
8,459

 
3,561

 
6,892

 
18,912

 
1,033,015

 
1,051,927

Installment and credit cards
1,282

 
785

 
1,458

 
3,525

 
450,694

 
454,219

Residential mortgage
9,061

 
4,150

 
23,492

 
36,703

 
5,020,188

 
5,056,891

Total consumer
18,802

 
8,496

 
31,842

 
59,140

 
6,503,897

 
6,563,037

Total loans
$
39,373

 
$
22,705

 
$
64,922

 
$
127,000

 
$
17,466,846

 
$
17,593,846

* The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2014 (the same as the reported balances for the accruing loans noted above).
** The percent of nonaccrual loans which are current was 54% at December 31, 2014.
The following table presents impaired loans at December 31, 2015.
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized*
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
57,785

 
$
59,409

 
$
8,162

 
$
46,833

 
$
855

Commercial real estate — owner occupied
9,705

 
9,804

 
448

 
10,087

 
412

Lease financing

 

 

 

 

Commercial and business lending
67,490

 
69,213

 
8,610

 
56,920

 
1,267

Commercial real estate — investor
27,822

 
29,444

 
1,831

 
28,278

 
1,914

Real estate construction
1,450

 
2,154

 
453

 
1,667

 
66

Commercial real estate lending
29,272

 
31,598

 
2,284

 
29,945

 
1,980

Total commercial
96,762

 
100,811

 
10,894

 
86,865

 
3,247

Home equity
21,769

 
23,989

 
10,118

 
22,624

 
1,147

Installment and credit cards
1,154

 
1,225

 
195

 
1,199

 
30

Residential mortgage
66,590

 
71,084

 
12,462

 
68,183

 
2,374

Total consumer
89,513

 
96,298

 
22,775

 
92,006

 
3,551

Total loans
$
186,275

 
$
197,109

 
$
33,669

 
$
178,871

 
$
6,798

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
63,449

 
$
70,625

 
$

 
$
77,666

 
$
1,657

Commercial real estate — owner occupied
6,221

 
6,648

 

 
6,534

 
15

Lease financing
1,634

 
1,634

 

 
1,907

 

Commercial and business lending
71,304

 
78,907

 

 
86,107

 
1,672

Commercial real estate — investor
2,736

 
2,840

 

 
2,763

 
90

Real estate construction

 

 

 

 

Commercial real estate lending
2,736

 
2,840

 

 
2,763

 
90

Total commercial
74,040

 
81,747

 

 
88,870

 
1,762

Home equity
544

 
544

 

 
544

 
30

Installment and credit cards

 

 

 

 

Residential mortgage
4,762

 
5,033

 

 
4,726

 
126

Total consumer
5,306

 
5,577

 

 
5,270

 
156

Total loans
$
79,346

 
$
87,324

 
$

 
$
94,140

 
$
1,918

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
121,234

 
$
130,034

 
$
8,162

 
$
124,499

 
$
2,512

Commercial real estate — owner occupied
15,926

 
16,452

 
448

 
16,621

 
427

Lease financing
1,634

 
1,634

 

 
1,907

 

Commercial and business lending
138,794

 
148,120

 
8,610

 
143,027

 
2,939

Commercial real estate — investor
30,558

 
32,284

 
1,831

 
31,041

 
2,004

Real estate construction
1,450

 
2,154

 
453

 
1,667

 
66

Commercial real estate lending
32,008

 
34,438

 
2,284

 
32,708

 
2,070

Total commercial
170,802

 
182,558

 
10,894

 
175,735

 
5,009

Home equity
22,313

 
24,533

 
10,118

 
23,168

 
1,177

Installment and credit cards
1,154

 
1,225

 
195

 
1,199

 
30

Residential mortgage
71,352

 
76,117

 
12,462

 
72,909

 
2,500

Total consumer
94,819

 
101,875

 
22,775

 
97,276

 
3,707

Total loans**
$
265,621

 
$
284,433

 
$
33,669

 
$
273,011

 
$
8,716

* Interest income recognized included $4 million of interest income recognized on accruing restructured loans for the year ended December 31, 2015.
** The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 82% of the unpaid principal balance at December 31, 2015.
The following table presents impaired loans at December 31, 2014. 
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized*
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
76,433

 
$
80,414

 
$
16,467

 
$
80,004

 
$
3,139

Commercial real estate — owner occupied
19,839

 
21,807

 
3,221

 
20,878

 
681

Lease financing
1,801

 
1,801

 
574

 
2,009

 

Commercial and business lending
98,073

 
104,022

 
20,262

 
102,891

 
3,820

Commercial real estate — investor
36,841

 
40,869

 
3,587

 
38,657

 
1,250

Real estate construction
3,043

 
5,910

 
1,095

 
3,818

 
105

Commercial real estate lending
39,884

 
46,779

 
4,682

 
42,475

 
1,355

Total commercial
137,957

 
150,801

 
24,944

 
145,366

 
5,175

Home equity
23,874

 
26,585

 
11,382

 
25,087

 
1,257

Installment and credit cards
1,587

 
1,795

 
308

 
1,736

 
58

Residential mortgage
68,748

 
74,005

 
13,797

 
70,030

 
2,307

Total consumer
94,209

 
102,385

 
25,487

 
96,853

 
3,622

Total loans
$
232,166

 
$
253,186

 
$
50,431

 
$
242,219

 
$
8,797

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
7,122

 
$
12,634

 
$

 
$
8,851

 
$
82

Commercial real estate — owner occupied
16,440

 
19,019

 

 
17,970

 
219

Commercial and business lending
23,562

 
31,653

 

 
26,821

 
301

Commercial real estate — investor
8,971

 
14,036

 

 
10,014

 
133

Real estate construction
3,083

 
3,815

 

 
3,241

 

Commercial real estate lending
12,054

 
17,851

 

 
13,255

 
133

Total commercial
35,616

 
49,504

 

 
40,076

 
434

Home equity
786

 
806

 

 
851

 
18

Installment and credit cards

 

 

 

 

Residential mortgage
7,061

 
7,315

 

 
7,224

 
135

Total consumer
7,847

 
8,121

 

 
8,075

 
153

Total loans
$
43,463

 
$
57,625

 
$

 
$
48,151

 
$
587

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
83,555

 
$
93,048

 
$
16,467

 
$
88,855

 
$
3,221

Commercial real estate — owner occupied
36,279

 
40,826

 
3,221

 
38,848

 
900

Lease financing
1,801

 
1,801

 
574

 
2,009

 

Commercial and business lending
121,635

 
135,675

 
20,262

 
129,712

 
4,121

Commercial real estate — investor
45,812

 
54,905

 
3,587

 
48,671

 
1,383

Real estate construction
6,126

 
9,725

 
1,095

 
7,059

 
105

Commercial real estate lending
51,938

 
64,630

 
4,682

 
55,730

 
1,488

Total commercial
173,573

 
200,305

 
24,944

 
185,442

 
5,609

Home equity
24,660

 
27,391

 
11,382

 
25,938

 
1,275

Installment and credit cards
1,587

 
1,795

 
308

 
1,736

 
58

Residential mortgage
75,809

 
81,320

 
13,797

 
77,254

 
2,442

Total consumer
102,056

 
110,506

 
25,487

 
104,928

 
3,775

Total loans**
$
275,629

 
$
310,811

 
$
50,431

 
$
290,370

 
$
9,384

* Interest income recognized included $5 million of interest income recognized on accruing restructured loans for the year ended December 31, 2014.
** The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 72% of of the unpaid principal balance at December 31, 2014.

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. As of December 31, 2015, there was approximately $7 million of commitments to lend additional funds to borrowers with restructured loans. The following table presents nonaccrual and performing restructured loans by loan portfolio.
 
December 31, 2015
 
December 31, 2014
 
December 31, 2013
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans*
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans*
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans*
 
($ in Thousands)
Commercial and industrial
$
29,293

 
$
1,714

 
$
33,892

 
$
3,260

 
$
32,517

 
$
6,900

Commercial real estate — owner occupied
7,877

 
2,703

 
10,454

 
5,656

 
13,009

 
10,999

Commercial real estate — investor
21,915

 
3,936

 
23,127

 
15,216

 
44,946

 
18,069

Real estate construction
510

 
177

 
727

 
2,438

 
3,793

 
2,065

Home equity
7,069

 
4,522

 
8,209

 
4,838

 
8,197

 
4,441

Installment and credit cards
829

 
40

 
974

 
199

 
246

 
451

Residential mortgage
19,870

 
24,592

 
20,833

 
26,049

 
21,277

 
16,660

 
$
87,363

 
$
37,684

 
$
98,216

 
$
57,656

 
$
123,985

 
$
59,585

* Nonaccrual restructured loans have been included within nonaccrual loans.
The following table provides the number of loans modified in a troubled debt restructuring by loan portfolio during the years ended December 31, 2015, 2014 and 2013, respectively, and the recorded investment and unpaid principal balance as of December 31, 2015, 2014 and 2013, respectively.
 
Year Ended December 31, 2015
 
Year Ended December 31, 2014
 
Year Ended December 31, 2013
 
Number
of
Loans
 
Recorded
Investment(1)
 
Unpaid
Principal
Balance(2)
 
Number
of
Loans
 
Recorded
Investment(1)
 
Unpaid
Principal
Balance(2)
 
Number
of
Loans
 
Recorded
Investment(1)
 
Unpaid
Principal
Balance(2)
 
($ in Thousands)
Commercial and industrial
12

 
$
2,219

 
$
2,900

 
15

 
$
7,681

 
$
7,711

 
48

 
$
11,833

 
$
14,543

Commercial real estate — owner occupied
5

 
3,694

 
3,901

 
4

 
1,465

 
1,625

 
12

 
8,823

 
9,035

Commercial real estate — investor
5

 
21,573

 
21,640

 
6

 
6,097

 
6,521

 
25

 
26,480

 
28,516

Real estate construction
4

 
78

 
79

 
2

 
15

 
15

 
9

 
1,822

 
1,961

Home equity
88

 
3,103

 
3,249

 
117

 
3,913

 
4,308

 
82

 
3,991

 
4,242

Installment and credit cards

 

 

 
2

 
24

 
26

 
3

 
193

 
200

Residential mortgage
97

 
10,464

 
10,996

 
163

 
19,675

 
20,454

 
99

 
10,910

 
12,822

 
211

 
$
41,131

 
$
42,765

 
309

 
$
38,870

 
$
40,660

 
278

 
$
64,052

 
$
71,319

(1)
Represents post-modification outstanding recorded investment.
(2)
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, 2015, restructured loan modifications of commercial and industrial, commercial real estate, and real estate construction loans primarily included maturity date extensions and payment schedule modifications. Restructured loan modifications of home equity and residential mortgage loans primarily included maturity date extensions, interest rate concessions, payment schedule modifications, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions for the year ended December 31, 2015.

The following table provides the number of loans modified in a troubled debt restructuring during the previous 12 months which subsequently defaulted during the years ended December 31, 2015, 2014, and 2013, respectively, as well as the recorded investment in these restructured loans as of December 31, 2015, 2014, and 2013, respectively.
 
Year Ended December 31, 2015
 
Year Ended December 31, 2014
 
Year Ended December 31, 2013
 
Number of
Loans
 
Recorded
Investment
 
Number of
Loans
 
Recorded
Investment
 
Number of
Loans
 
Recorded
Investment
 
($ in Thousands)
Commercial and industrial
2

 
$
197

 
1

 
$
52

 
15

 
$
1,493

Commercial real estate — owner occupied

 

 
3

 
785

 
4

 
542

Commercial real estate — investor

 

 
13

 
6,200

 
4

 
1,784

Real estate construction

 

 
1

 
160

 
4

 
80

Home equity
28

 
1,220

 
54

 
1,802

 
11

 
829

Installment and credit cards

 

 
3

 
34

 

 

Residential mortgage
61

 
6,815

 
80

 
10,032

 
26

 
4,528

 
91

 
$
8,232

 
155

 
$
19,065

 
64

 
$
9,256


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.