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Loans
12 Months Ended
Dec. 31, 2018
Receivables [Abstract]  
Loans
LOANS (Note 5)
The detail of the loan portfolio as of December 31, 2018 and 2017 was as follows: 
 
December 31, 2018
 
December 31, 2017
 
Non-PCI
Loans
 
PCI
Loans*
 
Total
 
Non-PCI
Loans
 
PCI
Loans*
 
Total
 
(in thousands)
Loans:
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
3,590,375

 
$
740,657

 
$
4,331,032

 
$
2,549,065

 
$
192,360

 
$
2,741,425

Commercial real estate:
 
 
 
 
 
 
 
 
 
 
 
Commercial real estate
9,912,309

 
2,494,966

 
12,407,275

 
8,561,851

 
934,926

 
9,496,777

Construction
1,122,348

 
365,784

 
1,488,132

 
809,964

 
41,141

 
851,105

Total commercial real estate loans
11,034,657

 
2,860,750

 
13,895,407

 
9,371,815

 
976,067

 
10,347,882

Residential mortgage
3,682,984

 
428,416

 
4,111,400

 
2,717,744

 
141,291

 
2,859,035

Consumer:
 
 
 
 
 
 
 
 
 
 
 
Home equity
371,340

 
145,749

 
517,089

 
373,631

 
72,649

 
446,280

Automobile
1,319,206

 
365

 
1,319,571

 
1,208,804

 
98

 
1,208,902

Other consumer
846,821

 
14,149

 
860,970

 
723,306

 
4,750

 
728,056

Total consumer loans
2,537,367

 
160,263

 
2,697,630

 
2,305,741

 
77,497

 
2,383,238

Total loans
$
20,845,383

 
$
4,190,086

 
$
25,035,469

 
$
16,944,365

 
$
1,387,215

 
$
18,331,580


 
*
PCI loans include covered loans (mostly consisting of residential mortgage loans) totaling $27.6 million and $38.7 million at December 31, 2018 and 2017, respectively.

Total loans (excluding PCI covered loans) include net of unearned premiums and deferred loan costs totaling $21.5 million and $22.2 million at December 31, 2018 and 2017, respectively. The outstanding balances (representing contractual balances owed to Valley) for PCI loans totaled $4.4 billion and $1.5 billion at December 31, 2018 and 2017, respectively.

Valley transferred $289.6 million and $313.2 million of residential mortgage loans from the loan portfolio to loans held for sale in 2018 and 2017, respectively. Exclusive of such transfers, there were no other sales or transfers of loans from the held for investment portfolio during 2018 and 2017.

Purchased Credit-Impaired Loans

PCI loans are accounted for in accordance with ASC Subtopic 310-30 and are initially recorded at fair value (as determined by the present value of expected future cash flows) with no valuation allowance (i.e., the allowance for loan losses), and aggregated and accounted for as pools of loans based on common risk characteristics. The difference between the undiscounted cash flows expected at acquisition and the initial carrying amount (fair value) of the PCI loans, or the “accretable yield,” is recognized as interest income utilizing the level-yield method over the life of each pool. Contractually required payments for interest and principal that exceed the undiscounted cash flows expected at acquisition, or the “non-accretable difference,” are not recognized as a yield adjustment, as a loss accrual or a valuation allowance. Reclassifications of the non-accretable difference to the accretable yield may occur subsequent to the loan acquisition dates due to increases in expected cash flows of the loan pools. See Note 1 for additional information.

The following table presents information regarding the estimates of the contractually required payments, the cash flows expected to be collected, and the estimated fair value of the PCI loans acquired in the USAB acquisition as of January 1, 2018 (See Note 2 for more details):
 
 
January 1, 2018
 
 
(in thousands)
Contractually required principal and interest
 
$
4,398,687

Contractual cash flows not expected to be collected (non-accretable difference)
 
(101,796
)
Expected cash flows to be collected
 
4,296,891

Interest component of expected cash flows (accretable yield)
 
(559,907
)
Fair value of acquired loans
 
$
3,736,984



The following table presents changes in the accretable yield for PCI loans for the years ended December 31, 2018 and 2017:
 
2018
 
2017
 
(in thousands)
Balance, beginning of period
$
282,009

 
$
294,514

Acquisition
559,907

 

Accretion
(235,741
)
 
(89,770
)
Net increase in expected cash flows
269,783

 
77,265

Balance, end of period
$
875,958

 
$
282,009


The net increase in expected cash flows for certain pools of loans (included in the table above) is recognized prospectively as an adjustment to the yield over the estimated remaining life of the individual pools. The net increase in the expected cash flows totaling approximately $269.8 million for the year ended December 31, 2018 was largely due to higher interest rates and increased construction loan balances (mainly acquired from USAB) captured in the cash flow reforecast in the fourth quarter of 2018. The net increase in the expected cash flows totaling approximately $77.3 million for the year ended December 31, 2017 was largely due to a decrease in the expected losses for certain PCI loan pools during the fourth quarter of 2017.
Related Party Loans
In the ordinary course of business, Valley has granted loans to certain directors, executive officers and their affiliates (collectively referred to as “related parties”). These loans were made on substantially the same terms, including interest rates and collateral, as those prevailing at the time for comparable transactions with other unaffiliated persons and do not involve more than normal risk of collectability. All loans to related parties are performing as of December 31, 2018.

The following table summarizes the changes in the total amounts of loans and advances to the related parties during the year ended December 31, 2018: 
 
2018
 
(in thousands)
Outstanding at beginning of year
$
151,265

New loans and advances
86,837

Repayments
(23,994
)
Outstanding at end of year
$
214,108


Loan Portfolio Risk Elements and Credit Risk Management
Credit risk management.  For all of its loan types discussed below, Valley adheres to a credit policy designed to minimize credit risk while generating the maximum income given the level of risk. Management reviews and approves these policies and procedures on a regular basis with subsequent approval by the Board of Directors annually. Credit authority relating to a significant dollar percentage of the overall portfolio is centralized and controlled by the Credit Risk Management Division and by the Credit Committee. A reporting system supplements the management review process by providing management with frequent reports concerning loan production, loan quality, concentrations of credit, loan delinquencies, non-performing, and potential problem loans. Loan portfolio diversification is an important factor utilized by Valley to manage its risk across business sectors and through cyclical economic circumstances.
Commercial and industrial loans.  A significant proportion of Valley’s commercial and industrial loan portfolio is granted to long standing customers of proven ability, strong repayment performance, and high character. Underwriting standards are designed to assess the borrower’s ability to generate recurring cash flow sufficient to meet the debt service requirements of loans granted. While such recurring cash flow serves as the primary source of repayment, a significant number of the loans are collateralized by borrower assets intended to serve as a secondary source of repayment should the need arise. Anticipated cash flows of borrowers, however, may not be as expected and the collateral securing these loans may fluctuate in value, or in the case of loans secured by accounts receivable, the ability of the borrower to collect all amounts due from its customers. Short-term loans may be made on an unsecured basis based on a borrower’s financial strength and past performance. Whenever possible, Valley will obtain the personal guarantee of the borrower’s principals to mitigate the risk. Unsecured loans, when made, are generally granted to the Bank’s most credit worthy borrowers. Unsecured commercial and industrial loans totaled $580.5 million and $401.8 million at December 31, 2018 and 2017, respectively.
The commercial portfolio also includes taxi medallion loans, most of which consist of loans to fleet owners of New City medallions. At December 31, 2018, the taxi medallion loans totaled $130.2 million and were classified as either substandard or doubtful loans. While most of the taxi medallion loans within the portfolio at December 31, 2018 are currently performing to their contractual terms, negative trends in the market valuations of the underlying taxi medallion collateral and a decline in borrower cash flows, among other factors, could impact the future performance of this portfolio.
Commercial real estate loans. Commercial real estate loans are subject to underwriting standards and processes similar to commercial and industrial loans but generally they involve larger principal balances and longer repayment periods as compared to commercial and industrial loans. Commercial real estate loans are viewed primarily as cash flow loans and secondarily as loans secured by real property. Repayment of most loans is dependent upon the cash flow generated from the property securing the loan or the business that occupies the property. Commercial real estate loans may be more adversely affected by conditions in the real estate markets or in the general economy and accordingly, conservative loan to value ratios are required at origination, as well as stress tested to evaluate the impact of market changes relating to key underwriting elements. The properties securing the commercial real estate portfolio represent diverse types, with most properties located within Valley’s primary markets.
Construction loans.  With respect to loans to developers and builders, Valley originates and manages construction loans structured on either a revolving or non-revolving basis, depending on the nature of the underlying development project. These loans are generally secured by the real estate to be developed and may also be secured by additional real estate to mitigate the risk. Non-revolving construction loans often involve the disbursement of substantially all committed funds with repayment substantially dependent on the successful completion and sale, or lease, of the project. Sources of repayment for these types of loans may be from pre-committed permanent loans from other lenders, sales of developed property, or an interim loan commitment from Valley until permanent financing is obtained elsewhere. Revolving construction loans (generally relating to single-family residential construction) are controlled with loan advances dependent upon the presale of housing units financed. These loans are closely monitored by on-site inspections and are considered to have higher risks than other real estate loans due to their ultimate repayment being sensitive to interest rate changes, governmental regulation of real property, general economic conditions and the availability of long-term financing.
Residential mortgages.  Valley originates residential, first mortgage loans based on underwriting standards that generally comply with Fannie Mae and/or Freddie Mac requirements. Appraisals and valuations of real estate collateral are contracted directly with independent appraisers or from valuation services and not through appraisal management companies. The Bank’s appraisal management policy and procedure is in accordance with regulatory requirements and guidance issued by the Bank’s primary regulator. Credit scoring, using FICO® and other proprietary credit scoring models are employed in the ultimate, judgmental credit decision by Valley’s underwriting staff. Valley does not use third party contract underwriting services. Residential mortgage loans include fixed and variable interest rate loans secured by one to four family homes mostly located in northern and central New Jersey, the New York City metropolitan area, and Florida. Valley’s ability to be repaid on such loans is closely linked to the economic and real estate market conditions in these regions. In deciding whether to originate each residential mortgage, Valley considers the qualifications of the borrower as well as the value of the underlying property.
Home equity loans.  Home equity lending consists of both fixed and variable interest rate products. Valley mainly provides home equity loans to its residential mortgage customers within the footprint of its primary lending territory. Valley generally will not exceed a combined (i.e., first and second mortgage) loan-to-value ratio of 80 percent when originating a home equity loan.
Automobile loans.  Valley uses both judgmental and scoring systems in the credit decision process for automobile loans. Automobile originations (including light truck and sport utility vehicles) are largely produced via indirect channels, originated through approved automobile dealers. Automotive collateral is generally a depreciating asset and there are times in the life of an automobile loan where the amount owed on a vehicle may exceed its collateral value. Additionally, automobile charge-offs will vary based on the strength or weakness of the used vehicle market, original advance rate, when in the life cycle of a loan a default occurs and the condition of the collateral being liquidated. Where permitted by law, and subject to the limitations of the bankruptcy code, deficiency judgments are sought and acted upon to ultimately collect all money owed, even when a default resulted in a loss at collateral liquidation. Valley uses a third party to actively track collision and comprehensive risk insurance required of the borrower on the automobile and this third party provides coverage to Valley in the event of an uninsured collateral loss.
Other consumer loans.  Valley’s other consumer loan portfolio includes direct consumer term loans, both secured and unsecured. The other consumer loan portfolio includes exposures in personal lines of credit (mainly those secured by cash surrender value of life insurance), credit card loans and personal loans. Unsecured consumer loans totaled approximately $58.1 million and $18.1 million, including $10.4 million and $8.2 million of credit card loans, at December 31, 2018 and 2017, respectively. Valley believes the aggregate risk exposure to unsecured loans and lines of credit was not significant at December 31, 2018.
Credit Quality
The following tables present past due, non-accrual and current loans (excluding PCI loans, which are accounted for on a pool basis) by loan portfolio class at December 31, 2018 and 2017:
 
 
Past Due and Non-Accrual Loans
 
 
 
 
 
30-59 Days
Past Due
Loans
 
60-89 Days
Past Due
Loans
 
Accruing  Loans
90 Days Or More
Past Due
 
Non-Accrual
Loans
 
Total
Past Due
Loans
 
Current
Non-PCI
Loans
 
Total
Non-PCI
Loans
 
(in thousands)
December 31, 2018
 
 
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
13,085

 
$
3,768

 
$
6,156

 
$
70,096

 
$
93,105

 
$
3,497,270

 
$
3,590,375

Commercial real estate:
 
 
 
 
 
 
 
 
 
 
 
 
 
Commercial real estate
9,521

 
530

 
27

 
2,372

 
12,450

 
9,899,859

 
9,912,309

Construction
2,829

 

 

 
356

 
3,185

 
1,119,163

 
1,122,348

Total commercial real estate loans
12,350

 
530

 
27

 
2,728

 
15,635

 
11,019,022

 
11,034,657

Residential mortgage
16,576

 
2,458

 
1,288

 
12,917

 
33,239

 
3,649,745

 
3,682,984

Consumer loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
Home equity
872

 
40

 

 
2,156

 
3,068

 
368,272

 
371,340

Automobile
7,973

 
1,299

 
308

 
80

 
9,660

 
1,309,546

 
1,319,206

Other consumer
895

 
47

 
33

 
419

 
1,394

 
845,427

 
846,821

Total consumer loans
9,740

 
1,386

 
341

 
2,655

 
14,122

 
2,523,245

 
2,537,367

Total
$
51,751

 
$
8,142

 
$
7,812

 
$
88,396

 
$
156,101

 
$
20,689,282

 
$
20,845,383

 
Past Due and Non-Accrual Loans
 
 
 
 
 
30-59 Days
Past Due
Loans
 
60-89 Days
Past Due
Loans
 
Accruing  Loans
90 Days Or More
Past Due
 
Non-Accrual
Loans
 
Total
Past Due
Loans
 
Current
Non-PCI
Loans
 
Total
Non-PCI
Loans
 
(in thousands)
December 31, 2017
 
 
 
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
3,650

 
$
544

 
$

 
$
20,890

 
$
25,084

 
$
2,523,981

 
$
2,549,065

Commercial real estate:
 
 
 
 
 
 
 
 
 
 
 
 
 
Commercial real estate
11,223

 

 
27

 
11,328

 
22,578

 
8,539,273

 
8,561,851

Construction
12,949

 
18,845

 

 
732

 
32,526

 
777,438

 
809,964

Total commercial real estate loans
24,172

 
18,845

 
27

 
12,060

 
55,104

 
9,316,711

 
9,371,815

Residential mortgage
12,669

 
7,903

 
2,779

 
12,405

 
35,756

 
2,681,988

 
2,717,744

Consumer loans:
 
 
 
 
 
 
 
 
 
 
 
 
 
Home equity
1,009

 
94

 

 
1,777

 
2,880

 
370,751

 
373,631

Automobile
5,707

 
987

 
271

 
73

 
7,038

 
1,201,766

 
1,208,804

Other consumer
1,693

 
118

 
13

 
20

 
1,844

 
721,462

 
723,306

Total consumer loans
8,409

 
1,199

 
284

 
1,870

 
11,762

 
2,293,979

 
2,305,741

Total
$
48,900

 
$
28,491

 
$
3,090

 
$
47,225

 
$
127,706

 
$
16,816,659

 
$
16,944,365


If interest on non-accrual loans had been accrued in accordance with the original contractual terms, such interest income would have amounted to approximately $3.6 million, $2.5 million, and $2.1 million for the years ended December 31, 2018, 2017 and 2016, respectively; none of these amounts were included in interest income during these periods. 
Impaired loans.  Impaired loans, consisting of non-accrual commercial and industrial loans and commercial real estate loans over $250 thousand and all loans which were modified in troubled debt restructurings, are individually evaluated for impairment. PCI loans are not classified as impaired loans because they are accounted for on a pool basis.
The following table presents information about impaired loans by loan portfolio class at December 31, 2018 and 2017:
 
Recorded
Investment
With No
Related
Allowance
 
Recorded
Investment
With
Related
Allowance
 
Total
Recorded
Investment
 
Unpaid
Contractual
Principal
Balance
 
Related
Allowance
 
(in thousands)
December 31, 2018
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
8,339

 
$
89,513

 
$
97,852

 
$
104,007

 
$
29,684

Commercial real estate:
 
 
 
 
 
 
 
 
 
Commercial real estate
16,732

 
25,606

 
42,338

 
44,337

 
2,615

Construction
803

 
457

 
1,260

 
1,260

 
13

Total commercial real estate loans
17,535

 
26,063

 
43,598

 
45,597

 
2,628

Residential mortgage
7,826

 
6,078

 
13,904

 
14,948

 
600

Consumer loans:
 
 
 
 
 
 
 
 
 
Home equity
125

 
1,146

 
1,271

 
1,366

 
113

Total consumer loans
125

 
1,146

 
1,271

 
1,366

 
113

Total
$
33,825

 
$
122,800

 
$
156,625

 
$
165,918

 
$
33,025

December 31, 2017
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
9,946

 
$
75,553

 
$
85,499

 
$
90,269

 
$
11,044

Commercial real estate:
 
 
 
 
 
 
 
 
 
Commercial real estate
28,709

 
29,771

 
58,480

 
62,286

 
2,718

Construction
1,904

 
467

 
2,371

 
2,394

 
17

Total commercial real estate loans
30,613

 
30,238

 
60,851

 
64,680

 
2,735

Residential mortgage
5,654

 
8,402

 
14,056

 
15,332

 
718

Consumer loans:
 
 
 
 
 
 
 
 
 
Home equity
3,096

 
664

 
3,760

 
4,917

 
64

Total consumer loans
3,096

 
664

 
3,760

 
4,917

 
64

Total
$
49,309

 
$
114,857

 
$
164,166

 
$
175,198

 
$
14,561


Interest income recognized on a cash basis for impaired loans classified as non-accrual was not material for the years ended December 31, 2018, 2017 and 2016.
The following table presents, by loan portfolio class, the average recorded investment and interest income recognized on impaired loans for the years ended December 31, 2018, 2017 and 2016:
 
2018
 
2017
 
2016
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
(in thousands)
Commercial and industrial
$
108,071

 
$
1,822

 
$
80,974

 
$
1,459

 
$
36,552

 
$
1,045

Commercial real estate:
 
 
 
 
 
 
 
 
 
 
 
Commercial real estate
44,838

 
2,289

 
54,799

 
1,908

 
59,633

 
2,122

Construction
1,517

 
69

 
3,258

 
86

 
5,790

 
182

Total commercial real estate loans
46,355

 
2,358

 
58,057

 
1,994

 
65,423

 
2,304

Residential mortgage
15,384

 
506

 
15,451

 
760

 
21,340

 
874

Consumer loans:
 
 
 
 
 
 
 
 
 
 
 
Home equity
865

 
21

 
4,295

 
160

 
2,626

 
68

Total consumer loans
865

 
21

 
4,295

 
160

 
2,626

 
68

Total
$
170,675

 
$
4,707

 
$
158,777

 
$
4,373

 
$
125,941

 
$
4,291


Troubled debt restructured loans. From time to time, Valley may extend, restructure, or otherwise modify the terms of existing loans, on a case-by-case basis, to remain competitive and retain certain customers, as well as assist other customers who may be experiencing financial difficulties. If the borrower is experiencing financial difficulties and a concession has been made at the time of such modification, the loan is classified as a troubled debt restructured loan (TDR). Valley’s PCI loans are excluded from the TDR disclosures below because they are evaluated for impairment on a pool by pool basis. When an individual PCI loan within a pool is modified as a TDR, it is not removed from its pool. All TDRs are classified as impaired loans and are included in the impaired loan disclosures above.
The majority of the concessions made for TDRs involve lowering the monthly payments on loans through either a reduction in interest rate below a market rate, an extension of the term of the loan without a corresponding adjustment to the risk premium reflected in the interest rate, or a combination of these two methods. The concessions rarely result in the forgiveness of principal or accrued interest. In addition, Valley frequently obtains additional collateral or guarantor support when modifying such loans. If the borrower has demonstrated performance under the previous terms of the loan and Valley’s underwriting process shows the borrower has the capacity to continue to perform under the restructured terms, the loan will continue to accrue interest. Non-accruing restructured loans may be returned to accrual status when there has been a sustained period of repayment performance (generally six consecutive months of payments) and both principal and interest are deemed collectible.
Performing TDRs (not reported as non-accrual loans) totaled $77.2 million and $117.2 million as of December 31, 2018 and 2017, respectively. Non-performing TDRs totaled $55.0 million and $27.0 million as of December 31, 2018 and 2017, respectively.
The following table presents non-PCI loans by loan class modified as TDRs during the years ended December 31, 2018 and 2017. The pre-modification and post-modification outstanding recorded investments disclosed in the table below represent the loan carrying amounts immediately prior to the modification and the carrying amounts at December 31, 2018 and 2017, respectively.
Troubled Debt
Restructurings
 
Number of
 Contracts
 
Pre-Modification
Outstanding
Recorded Investment
 
Post-Modification
Outstanding
Recorded Investment
 
 
 
 
($ in thousands)
December 31, 2018
 
 
 
 
 
 
Commercial and industrial
 
25

 
$
16,251

 
$
15,105

Commercial real estate:
 
 
 
 
 
 
Commercial real estate
 
8

 
5,643

 
6,600

Construction
 
1

 
532

 
356

Total commercial real estate
 
9

 
6,175

 
6,956

Residential mortgage
 
8

 
1,500

 
1,461

Consumer
 
2

 
99

 
101

Total
 
44

 
$
24,025

 
$
23,623

December 31, 2017
 
 
 
 
 
 
Commercial and industrial
 
90

 
$
75,894

 
$
69,020

Commercial real estate:
 
 
 
 
 
 
Commercial real estate
 
6

 
23,781

 
23,548

Construction
 
3

 
1,188

 
932

Total commercial real estate
 
9

 
24,969

 
24,480

Residential mortgage
 
7

 
1,769

 
1,727

Total
 
106

 
$
102,632

 
$
95,227



The total TDRs presented in the table above had allocated specific reserves for loan losses that totaled $6.5 million and $8.7 million at December 31, 2018 and 2017, respectively. These specific reserves are included in the allowance for loan losses for loans individually evaluated for impairment disclosed in Note 6. There were no loan charge-offs related to loans modified as TDRs during 2018 and 2017. At December 31, 2018, the commercial and industrial loan category in the above table largely consisted of non-performing and performing TDR taxi cab medallion loans classified as substandard and non-accrual doubtful loans.

The non-PCI loans modified as TDRs within the previous 12 months and for which there was a payment default (90 or more days past due) for the years ended December 31, 2018 and 2017 were as follows:
 
Years Ended December 31,
 
2018
 
2017
Troubled Debt Restructurings Subsequently Defaulted
Number of
Contracts
 
Recorded
Investment
 
Number of
Contracts
 
Recorded
Investment
 
($ in thousands)
Commercial and industrial
10

 
$
8,829

 
7

 
$
5,841

Commercial real estate

 

 
1

 
165

Residential mortgage
3

 
490

 
5

 
1,125

Total
13

 
$
9,319

 
13

 
$
7,131


Credit quality indicators. Valley utilizes an internal loan classification system as a means of reporting problem loans within commercial and industrial, commercial real estate, and construction loan portfolio classes. Under Valley’s internal risk rating system, loan relationships could be classified as “Pass,” “Special Mention,” “Substandard,” “Doubtful,” and “Loss.” Substandard loans include loans that exhibit well-defined weakness and are characterized by the distinct possibility that Valley will sustain some loss if the deficiencies are not corrected. Loans classified as Doubtful have all the weaknesses inherent in those classified as Substandard with the added characteristic that the weaknesses present make collection or liquidation in full, based on currently existing facts, conditions and values, highly questionable and improbable. Loans classified as Loss are those considered uncollectible with insignificant value and are charged-off immediately to the allowance for loan losses, and, therefore, not presented in the table below. Loans that do not currently pose a sufficient risk to warrant classification in one of the aforementioned categories but pose weaknesses that deserve management’s close attention are deemed Special Mention. Loans rated as Pass do not currently pose any identified risk and can range from the highest to average quality, depending on the degree of potential risk. Risk ratings are updated any time the situation warrants.
The following table presents the credit exposure by internally assigned risk rating by class of loans (excluding PCI loans) based on the most recent analysis performed at December 31, 2018 and 2017. 
Credit exposure—
by internally assigned risk rating
 
 
 
Special
 
 
 
 
 
Total Non-PCI
 
Pass
 
Mention
 
Substandard
 
Doubtful
 
Loans
 
 
(in thousands)
December 31, 2018
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
 
$
3,399,426

 
$
31,996

 
$
92,320

 
$
66,633

 
$
3,590,375

Commercial real estate
 
9,828,744

 
30,892

 
51,710

 
963

 
9,912,309

Construction
 
1,121,321

 
215

 
812

 

 
1,122,348

Total
 
$
14,349,491

 
$
63,103

 
$
144,842

 
$
67,596

 
$
14,625,032

December 31, 2017
 
 
 
 
 
 
 
 
 
 
Commercial and industrial
 
$
2,375,689

 
$
62,071

 
$
96,555

 
$
14,750

 
$
2,549,065

Commercial real estate
 
8,447,865

 
48,009

 
65,977

 

 
8,561,851

Construction
 
808,091

 
360

 
1,513

 

 
809,964

Total
 
$
11,631,645

 
$
110,440

 
$
164,045

 
$
14,750

 
$
11,920,880


At December 31, 2018, the commercial and industrial loans rated substandard and doubtful in the above table included performing TDR taxi medallion loans and non-accrual taxi medallion loans, respectively.
For residential mortgages, automobile, home equity and other consumer loan portfolio classes (excluding PCI loans), Valley also evaluates credit quality based on the aging status of the loan, which was previously presented, and by payment activity. The following table presents the recorded investment in those loan classes based on payment activity as of December 31, 2018 and 2017:
Credit exposure—
by payment activity
 
Performing
Loans
 
Non-Performing
Loans
 
Total Non-PCI
Loans
 
 
(in thousands)
December 31, 2018
 
 
 
 
 
 
Residential mortgage
 
$
3,670,067

 
$
12,917

 
$
3,682,984

Home equity
 
369,184

 
2,156

 
371,340

Automobile
 
1,319,126

 
80

 
1,319,206

Other consumer
 
846,402

 
419

 
846,821

Total
 
$
6,204,779

 
$
15,572

 
$
6,220,351

December 31, 2017
 
 
 
 
 
 
Residential mortgage
 
$
2,705,339

 
$
12,405

 
$
2,717,744

Home equity
 
371,854

 
1,777

 
373,631

Automobile
 
1,208,731

 
73

 
1,208,804

Other consumer
 
723,286

 
20

 
723,306

Total
 
$
5,009,210

 
$
14,275

 
$
5,023,485



Valley evaluates the credit quality of its PCI loan pools based on the expectation of the underlying cash flows of each pool, derived from the aging status and by payment activity of individual loans within the pool. The following table presents the recorded investment in PCI loans by class based on individual loan payment activity as of December 31, 2018 and 2017: 
Credit exposure—
 
Performing
 
Non-Performing
 
Total
by payment activity
 
Loans
 
Loans
 
PCI Loans
 
 
(in thousands)
December 31, 2018
 
 
 
 
 
 
Commercial and industrial
 
$
710,045

 
$
30,612

 
$
740,657

Commercial real estate
 
2,478,990

 
15,976

 
2,494,966

Construction
 
364,815

 
969

 
365,784

Residential mortgage
 
421,609

 
6,807

 
428,416

Consumer
 
158,502

 
1,761

 
160,263

Total
 
$
4,133,961

 
$
56,125

 
$
4,190,086

December 31, 2017
 
 
 
 
 
 
Commercial and industrial
 
$
172,105

 
$
20,255

 
$
192,360

Commercial real estate
 
924,574

 
10,352

 
934,926

Construction
 
39,802

 
1,339

 
41,141

Residential mortgage
 
135,745

 
5,546

 
141,291

Consumer
 
76,901

 
596

 
77,497

Total
 
$
1,349,127

 
$
38,088

 
$
1,387,215