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Loans
6 Months Ended
Jun. 30, 2017
Receivables [Abstract]  
Loans
Loans
The period end loan composition was as follows.
 
June 30,
2017
 
December 31,
2016
 
($ in Thousands)
Commercial and industrial
$
6,571,000

 
$
6,489,014

Commercial real estate — owner occupied
845,336

 
897,724

Commercial and business lending
7,416,336

 
7,386,738

Commercial real estate — investor
3,329,585

 
3,574,732

Real estate construction
1,651,805

 
1,432,497

Commercial real estate lending
4,981,390

 
5,007,229

Total commercial
12,397,726

 
12,393,967

Residential mortgage
7,115,457

 
6,332,327

Home equity
897,111

 
934,443

Other consumer
372,775

 
393,979

Total consumer
8,385,343

 
7,660,749

Total loans
$
20,783,069

 
$
20,054,716


The following table presents commercial and consumer loans by credit quality indicator at June 30, 2017.
 
Pass
 
Special Mention
 
Potential Problem
 
Nonaccrual
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,183,037

 
$
103,881

 
$
142,607

 
$
141,475

 
$
6,571,000

Commercial real estate - owner occupied
754,446

 
14,366

 
60,724

 
15,800

 
845,336

Commercial and business lending
6,937,483

 
118,247

 
203,331

 
157,275

 
7,416,336

Commercial real estate - investor
3,260,187

 
13,623

 
48,569

 
7,206

 
3,329,585

Real estate construction
1,621,198

 
19,989

 
8,901

 
1,717

 
1,651,805

Commercial real estate lending
4,881,385

 
33,612

 
57,470

 
8,923

 
4,981,390

Total commercial
11,818,868

 
151,859

 
260,801

 
166,198

 
12,397,726

Residential mortgage
7,060,673

 
1,233

 
1,576

 
51,975

 
7,115,457

Home equity
882,253

 
1,168

 
208

 
13,482

 
897,111

Other consumer
372,018

 
524

 

 
233

 
372,775

Total consumer
8,314,944

 
2,925

 
1,784

 
65,690

 
8,385,343

Total
$
20,133,812

 
$
154,784

 
$
262,585

 
$
231,888

 
$
20,783,069

The following table presents commercial and consumer loans by credit quality indicator at December 31, 2016.
 
Pass
 
Special Mention
 
Potential Problem
 
Nonaccrual
 
Total
 
($ in Thousands)
Commercial and industrial
$
5,937,119

 
$
141,328

 
$
227,196

 
$
183,371

 
$
6,489,014

Commercial real estate - owner occupied
805,871

 
17,785

 
64,524

 
9,544

 
897,724

Commercial and business lending
6,742,990

 
159,113

 
291,720

 
192,915

 
7,386,738

Commercial real estate - investor
3,491,217

 
14,236

 
51,228

 
18,051

 
3,574,732

Real estate construction
1,429,083

 
105

 
2,465

 
844

 
1,432,497

Commercial real estate lending
4,920,300

 
14,341

 
53,693

 
18,895

 
5,007,229

Total commercial
11,663,290

 
173,454

 
345,413

 
211,810

 
12,393,967

Residential mortgage
6,275,162

 
1,314

 
5,615

 
50,236

 
6,332,327

Home equity
919,740

 
1,588

 
114

 
13,001

 
934,443

Other consumer
393,161

 
562

 

 
256

 
393,979

Total consumer
7,588,063

 
3,464

 
5,729

 
63,493

 
7,660,749

Total
$
19,251,353

 
$
176,918

 
$
351,142

 
$
275,303

 
$
20,054,716


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 nonaccrual are reviewed at a minimum on a quarterly basis, while pass and performing rated credits are reviewed on an annual basis or more frequently if the loan renewal is less than one year or if otherwise warranted.
The following table presents loans by past due status at June 30, 2017.
 
Current
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or
More
Past Due (a)
 
Nonaccrual (b)
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,428,022

 
$
1,042

 
$
213

 
$
248

 
$
141,475

 
$
6,571,000

Commercial real estate - owner occupied
828,252

 
1,136

 
148

 

 
15,800

 
845,336

Commercial and business lending
7,256,274

 
2,178

 
361

 
248

 
157,275

 
7,416,336

Commercial real estate - investor
3,321,480

 
899

 

 

 
7,206

 
3,329,585

Real estate construction
1,649,953

 
40

 
95

 

 
1,717

 
1,651,805

Commercial real estate lending
4,971,433

 
939

 
95

 

 
8,923

 
4,981,390

Total commercial
12,227,707

 
3,117

 
456

 
248

 
166,198

 
12,397,726

Residential mortgage
7,054,317

 
8,163

 
1,002

 

 
51,975

 
7,115,457

Home equity
877,705

 
4,755

 
1,169

 

 
13,482

 
897,111

Other consumer
369,509

 
1,113

 
633

 
1,287

 
233

 
372,775

Total consumer
8,301,531

 
14,031

 
2,804

 
1,287

 
65,690

 
8,385,343

Total
$
20,529,238

 
$
17,148

 
$
3,260

 
$
1,535

 
$
231,888

 
$
20,783,069

(a)
The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at June 30, 2017 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $180 million or 78% were current with respect to payment at June 30, 2017.
The following table presents loans by past due status at December 31, 2016.
 
Current
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or
More
Past Due (a)
 
Nonaccrual (b)
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,303,994

 
$
965

 
$
448

 
$
236

 
$
183,371

 
$
6,489,014

Commercial real estate - owner occupied
886,796

 
968

 
416

 

 
9,544

 
897,724

Commercial and business lending
7,190,790

 
1,933

 
864

 
236

 
192,915

 
7,386,738

Commercial real estate - investor
3,555,750

 
431

 
500

 

 
18,051

 
3,574,732

Real estate construction
1,431,284

 
264

 
105

 

 
844

 
1,432,497

Commercial real estate lending
4,987,034

 
695

 
605

 

 
18,895

 
5,007,229

Total commercial
12,177,824

 
2,628

 
1,469

 
236

 
211,810

 
12,393,967

Residential mortgage
6,273,949

 
7,298

 
844

 

 
50,236

 
6,332,327

Home equity
915,593

 
4,265

 
1,584

 

 
13,001

 
934,443

Other consumer
389,157

 
2,471

 
718

 
1,377

 
256

 
393,979

Total consumer
7,578,699

 
14,034

 
3,146

 
1,377

 
63,493

 
7,660,749

Total
$
19,756,523

 
$
16,662

 
$
4,615

 
$
1,613

 
$
275,303

 
$
20,054,716


(a)
The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2016 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $224 million or 81% were current with respect to payment at December 31, 2016.
The following table presents impaired loans at June 30, 2017.
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
89,563

 
$
94,231

 
$
17,882

 
$
95,205

 
$
635

Commercial real estate — owner occupied
7,249

 
9,154

 
526

 
6,086

 
93

Commercial and business lending
96,812

 
103,385

 
18,408

 
101,291

 
728

Commercial real estate — investor
15,832

 
16,111

 
330

 
15,782

 
767

Real estate construction
1,819

 
2,188

 
707

 
1,868

 
54

Commercial real estate lending
17,651

 
18,299

 
1,037

 
17,650

 
821

Total commercial
114,463

 
121,684

 
19,445

 
118,941

 
1,549

Residential mortgage
60,209

 
65,163

 
10,649

 
60,831

 
1,112

Home equity
20,927

 
22,907

 
9,665

 
21,232

 
484

Other consumer
1,315

 
1,342

 
229

 
1,335

 
12

Total consumer
82,451

 
89,412

 
20,543

 
83,398

 
1,608

Total loans(a)
$
196,914

 
$
211,096

 
$
39,988

 
$
202,339

 
$
3,157

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
83,452

 
$
107,471

 
$

 
$
104,989

 
$
173

Commercial real estate — owner occupied
12,696

 
13,546

 

 
12,906

 
49

Commercial and business lending
96,148

 
121,017

 

 
117,895

 
222

Commercial real estate — investor
6,002

 
6,466

 

 
6,071

 

Real estate construction
219

 
222

 

 
222

 

Commercial real estate lending
6,221

 
6,688

 

 
6,293

 

Total commercial
102,369

 
127,705

 

 
124,188

 
222

Residential mortgage
9,390

 
10,246

 

 
9,461

 
101

Home equity
540

 
543

 

 
540

 

Other consumer

 

 

 

 

Total consumer
9,930

 
10,789

 

 
10,001

 
101

Total loans(a)
$
112,299

 
$
138,494

 
$

 
$
134,189

 
$
323

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
173,015

 
$
201,702

 
$
17,882

 
$
200,194

 
$
808

Commercial real estate — owner occupied
19,945

 
22,700

 
526

 
18,992

 
142

Commercial and business lending
192,960

 
224,402

 
18,408

 
219,186

 
950

Commercial real estate — investor
21,834

 
22,577

 
330

 
21,853

 
767

Real estate construction
2,038

 
2,410

 
707

 
2,090

 
54

Commercial real estate lending
23,872

 
24,987

 
1,037

 
23,943

 
821

Total commercial
216,832

 
249,389

 
19,445

 
243,129

 
1,771

Residential mortgage
69,599

 
75,409

 
10,649

 
70,292

 
1,213

Home equity
21,467

 
23,450

 
9,665

 
21,772

 
484

Other consumer
1,315

 
1,342

 
229

 
1,335

 
12

Total consumer
92,381

 
100,201

 
20,543

 
93,399

 
1,709

Total loans(a)
$
309,213

 
$
349,590

 
$
39,988

 
$
336,528

 
$
3,480

(a)
The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 77% of the unpaid principal balance at June 30, 2017.
The following table presents impaired loans at December 31, 2016
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
101,770

 
$
107,813

 
$
21,617

 
$
111,211

 
$
2,512

Commercial real estate — owner occupied
6,595

 
8,641

 
295

 
7,111

 
274

Commercial and business lending
108,365

 
116,454

 
21,912

 
118,322

 
2,786

Commercial real estate — investor
27,196

 
27,677

 
3,541

 
31,142

 
2,124

Real estate construction
1,203

 
1,566

 
441

 
1,321

 
67

Commercial real estate lending
28,399

 
29,243

 
3,982

 
32,463

 
2,191

Total commercial
136,764

 
145,697

 
25,894

 
150,785

 
4,977

Residential mortgage
62,362

 
67,090

 
11,091

 
63,825

 
2,263

Home equity
20,651

 
22,805

 
9,312

 
21,825

 
1,114

Other consumer
1,235

 
1,284

 
186

 
1,294

 
29

Total consumer
84,248

 
91,179

 
20,589

 
86,944

 
3,406

Total loans(a)
$
221,012

 
$
236,876

 
$
46,483

 
$
237,729

 
$
8,383

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
113,485

 
$
134,863

 
$

 
$
117,980

 
$
1,519

Commercial real estate — owner occupied
8,439

 
9,266

 

 
8,759

 
138

Commercial and business lending
121,924

 
144,129

 

 
126,739

 
1,657

Commercial real estate — investor
6,144

 
6,478

 

 
7,092

 

Real estate construction

 

 

 

 

Commercial real estate lending
6,144

 
6,478

 

 
7,092

 

Total commercial
128,068

 
150,607

 

 
133,831

 
1,657

Residential mortgage
5,974

 
6,998

 

 
6,610

 
184

Home equity
106

 
107

 

 
107

 
4

Other consumer

 

 

 

 

Total consumer
6,080

 
7,105

 

 
6,717

 
188

Total loans(a)
$
134,148

 
$
157,712

 
$

 
$
140,548

 
$
1,845

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
215,255

 
$
242,676

 
$
21,617

 
$
229,191

 
$
4,031

Commercial real estate — owner occupied
15,034

 
17,907

 
295

 
15,870

 
412

Commercial and business lending
230,289

 
260,583

 
21,912

 
245,061

 
4,443

Commercial real estate — investor
33,340

 
34,155

 
3,541

 
38,234

 
2,124

Real estate construction
1,203

 
1,566

 
441

 
1,321

 
67

Commercial real estate lending
34,543

 
35,721

 
3,982

 
39,555

 
2,191

Total commercial
264,832

 
296,304

 
25,894

 
284,616

 
6,634

Residential mortgage
68,336

 
74,088

 
11,091

 
70,435

 
2,447

Home equity
20,757

 
22,912

 
9,312

 
21,932

 
1,118

Other consumer
1,235

 
1,284

 
186

 
1,294

 
29

Total consumer
90,328

 
98,284

 
20,589

 
93,661

 
3,594

Total loans(a)
$
355,160

 
$
394,588

 
$
46,483

 
$
378,277

 
$
10,228

(a)
The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 78% of the unpaid principal balance at December 31, 2016.
Troubled Debt Restructurings (“Restructured Loans”)
Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. The Corporation had a recorded investment of approximately $35 million in loans modified in troubled debt restructurings for the six months ended June 30, 2017, of which approximately $6 million was in accrual status and $29 million was in nonaccrual pending a sustained period of repayment. During the six months ended June 30, 2017, the commercial and industrial nonaccrual restructured loans increased primarily due to the restructuring of several large oil and gas loans. These loans were included in nonaccrual loans at both June 30, 2017 and December 31, 2016. The following table presents nonaccrual and performing restructured loans by loan portfolio.
 
June 30, 2017
 
December 31, 2016
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans(a)
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans(a)
 
($ in Thousands)
Commercial and industrial
$
31,540

 
$
27,016

 
$
31,884

 
$
1,276

Commercial real estate — owner occupied
4,145

 
2,145

 
5,490

 
2,220

Commercial real estate — investor
14,628

 
602

 
15,289

 
924

Real estate construction
321

 
164

 
359

 
150

Residential mortgage
17,624

 
19,365

 
18,100

 
21,906

Home equity
7,985

 
2,401

 
7,756

 
2,877

Other consumer
1,082

 
22

 
979

 
32

   Total
$
77,325

 
$
51,715

 
$
79,857

 
$
29,385


(a)
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 six months ended June 30, 2017 and 2016, respectively, and the recorded investment and unpaid principal balance as of June 30, 2017 and 2016 respectively.
 
Six Months Ended June 30, 2017
 
Six Months Ended June 30, 2016
 
Number
of
Loans
 
Recorded
Investment(a)
 
Unpaid
Principal
Balance(b)
 
Number
of
Loans
 
Recorded
Investment(a)
 
Unpaid
Principal
Balance(b)
 
($ in Thousands)
Commercial and industrial
24

 
$
30,935

 
$
52,260

 
11

 
$
2,608

 
$
2,676

Commercial real estate — owner occupied
2

 
716

 
716

 
1

 
120

 
126

Residential mortgage
36

 
2,695

 
2,805

 
48

 
3,942

 
4,171

Home equity
26

 
674

 
919

 
37

 
1,433

 
1,554

   Total
88

 
$
35,020

 
$
56,700

 
97

 
$
8,103

 
$
8,527


(a)
Represents post-modification outstanding recorded investment.
(b)
Represents pre-modification outstanding recorded investment.

Restructured loan modifications may include payment schedule modifications, interest rate concessions, maturity date extensions, modification of note structure (A/B Note), non-reaffirmed Chapter 7 bankruptcies, principal reduction, or some combination of these concessions. During the six months ended June 30, 2017, 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, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions for the six months ended June 30, 2017.

The following table provides the number of loans modified in a troubled debt restructuring during the previous twelve months which subsequently defaulted during the six months ended June 30, 2017 and 2016, respectively, as well as the recorded investment in these restructured loans as of June 30, 2017 and 2016, respectively.
 
Six Months Ended June 30, 2017
 
Six Months Ended June 30, 2016
 
Number of
Loans
 
Recorded
Investment
 
Number of
Loans
 
Recorded
Investment
 
($ in Thousands)
Commercial real estate — owner occupied

 
$

 
2

 
$
168

Residential mortgage
17

 
941

 
25

 
2,407

Home equity
9

 
271

 
11

 
164

   Total
26

 
$
1,212

 
38

 
$
2,739


All loans modified in a troubled debt restructuring are evaluated for impairment. The nature and extent of the impairment of restructured loans, including those which have experienced a subsequent payment default, is considered in the determination of an appropriate level of the allowance for loan losses.
Allowance for Credit Losses
A summary of the changes in the allowance for loan losses by portfolio segment for the six months ended June 30, 2017, was as follows.
$ in Thousands
Commercial
and
industrial
 
Commercial
real estate
- owner
occupied
 
Commercial
real estate
- investor
 
Real estate
construction
 
Residential
mortgage
 
Home
equity
 
Other
consumer
 
Total
December 31, 2016
$
140,126

 
$
14,034

 
$
45,285

 
$
26,932

 
$
27,046

 
$
20,364

 
$
4,548

 
$
278,335

Charge offs
(21,912
)
 
(83
)
 
(803
)
 
(62
)
 
(1,034
)
 
(1,196
)
 
(2,140
)
 
(27,230
)
Recoveries
6,498

 
145

 
163

 
47

 
342

 
1,423

 
378

 
8,996

Net charge offs
(15,414
)
 
62

 
(640
)
 
(15
)
 
(692
)
 
227

 
(1,762
)
 
(18,234
)
Provision for loan losses
18,295

 
(5,551
)
 
(3,155
)
 
4,571

 
5,212

 
(351
)
 
1,979

 
21,000

June 30, 2017
$
143,007

 
$
8,545

 
$
41,490

 
$
31,488

 
$
31,566

 
$
20,240

 
$
4,765

 
$
281,101

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Allowance for loan losses:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Individually evaluated
$
17,350

 
$
187

 
$
183

 
$

 
$
106

 
$

 
$

 
$
17,826

Collectively evaluated
532

 
339

 
147

 
707

 
10,543

 
9,665

 
229

 
22,162

Total impaired loans
17,882

 
526

 
330

 
707

 
10,649

 
9,665

 
229

 
39,988

Non-impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Collectively evaluated
125,125

 
8,019

 
41,160

 
30,781

 
20,917

 
10,575

 
4,536

 
241,113

Total
$
143,007

 
$
8,545

 
$
41,490

 
$
31,488

 
$
31,566

 
$
20,240

 
$
4,765

 
$
281,101

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Period end loan balances:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Individually evaluated
$
140,061

 
$
15,303

 
$
6,799

 
$
220

 
$
11,060

 
$
643

 
$

 
$
174,086

Collectively evaluated
32,954

 
4,642

 
15,035

 
1,818

 
58,539

 
20,824

 
1,315

 
135,127

Total impaired loans
173,015

 
19,945

 
21,834

 
2,038

 
69,599

 
21,467

 
1,315

 
309,213

Non-impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Collectively evaluated
6,397,985

 
825,391

 
3,307,751

 
1,649,767

 
7,045,858

 
875,644

 
371,460

 
20,473,856

Total
$
6,571,000

 
$
845,336

 
$
3,329,585

 
$
1,651,805

 
$
7,115,457

 
$
897,111

 
$
372,775

 
$
20,783,069


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 12 for additional information on the allowance for unfunded commitments.
For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2016, was as follows.
$ in Thousands
Commercial
and
industrial
 
Commercial
real estate
- owner
occupied
 
Commercial
real estate
- investor
 
Real estate
construction
 
Residential
mortgage
 
Home
equity
 
Other
consumer
 
Total
December 31, 2015
$
129,959

 
$
18,680

 
$
43,018

 
$
25,266

 
$
28,261

 
$
23,555

 
$
5,525

 
$
274,264

Charge offs
(71,016
)
 
(512
)
 
(1,504
)
 
(558
)
 
(4,332
)
 
(4,686
)
 
(3,831
)
 
(86,439
)
Recoveries
14,543

 
74

 
1,624

 
203

 
755

 
3,491

 
820

 
21,510

Net charge offs
(56,473
)
 
(438
)
 
120

 
(355
)
 
(3,577
)
 
(1,195
)
 
(3,011
)
 
(64,929
)
Provision for loan losses
66,640

 
(4,208
)
 
2,147

 
2,021

 
2,362

 
(1,996
)
 
2,034

 
69,000

December 31, 2016
$
140,126

 
$
14,034

 
$
45,285

 
$
26,932

 
$
27,046

 
$
20,364

 
$
4,548

 
$
278,335

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Allowance for loan losses:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Individually evaluated
$
20,836

 
$

 
$
3,117

 
$

 
$
147

 
$
3

 
$

 
$
24,103

Collectively evaluated
781

 
295

 
424

 
441

 
10,944

 
9,309

 
186

 
22,380

Total impaired loans
21,617

 
295

 
3,541

 
441

 
11,091

 
9,312

 
186

 
46,483

Non-impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Collectively evaluated
118,509

 
13,739

 
41,744

 
26,491

 
15,955

 
11,052

 
4,362

 
231,852

Total
$
140,126

 
$
14,034

 
$
45,285

 
$
26,932

 
$
27,046

 
$
20,364

 
$
4,548

 
$
278,335

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Period end loan balances:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Individually evaluated
$
180,965

 
$
8,439

 
$
17,322

 
$

 
$
7,033

 
$
650

 
$

 
$
214,409

Collectively evaluated
34,290

 
6,595

 
16,018

 
1,203

 
61,303

 
20,107

 
1,235

 
140,751

Total impaired loans
215,255

 
15,034

 
33,340

 
1,203

 
68,336

 
20,757

 
1,235

 
355,160

Non-impaired loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Collectively evaluated
6,273,759

 
882,690

 
3,541,392

 
1,431,294

 
6,263,991

 
913,686

 
392,744

 
19,699,556

Total
$
6,489,014

 
$
897,724

 
$
3,574,732

 
$
1,432,497

 
$
6,332,327

 
$
934,443

 
$
393,979

 
$
20,054,716


A summary of the changes in the allowance for unfunded commitments was as follows.
 
Six Months Ended June 30, 2017
 
Year Ended December 31, 2016
 
($ in Thousands)
Allowance for Unfunded Commitments:
 
 
 
Balance at beginning of period
$
25,400

 
$
24,400

Provision for unfunded commitments

 
1,000

Balance at end of period
$
25,400

 
$
25,400