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Loans and Allowance for Loan Losses
12 Months Ended
Dec. 31, 2019
Receivables [Abstract]  
Loans and Allowance for Loan Losses LOANS AND ALLOWANCE FOR LOAN LOSSES
 

At December 31, 2019, the Company’s loan portfolio was $14.43 billion, compared to $11.72 billion at December 31, 2018. The various categories of loans are summarized as follows: 
(In thousands)
 
2019
 
2018
Consumer:
 
 

 
 

Credit cards
 
$
204,802

 
$
204,173

Other consumer
 
191,946

 
201,297

Total consumer
 
396,748

 
405,470

Real estate:
 
 
 
 
Construction and development
 
1,760,894

 
1,300,723

Single family residential
 
1,444,620

 
1,440,443

Other commercial
 
3,678,908

 
3,225,287

Total real estate
 
6,884,422

 
5,966,453

Commercial:
 
 
 
 
Commercial
 
1,909,796

 
1,774,909

Agricultural
 
163,396

 
164,514

Total commercial
 
2,073,192

 
1,939,423

Other
 
275,714

 
119,042

Loans
 
9,630,076

 
8,430,388

Loans acquired, net of discount and allowance (1)
 
4,795,184

 
3,292,783

Total loans
 
$
14,425,260

 
$
11,723,171


_________________________                
(1)    See Note 6, Loans Acquired, for segregation of loans acquired by loan class.

Loan Origination/Risk Management – The Company seeks to manage its credit risk by diversifying its loan portfolio, determining that borrowers have adequate sources of cash flow for loan repayment without liquidation of collateral; obtaining and monitoring collateral; providing an adequate allowance for loans losses by regularly reviewing loans through the internal loan review process. The loan portfolio is diversified by borrower, purpose and industry. The Company seeks to use diversification within the loan portfolio to reduce its credit risk, thereby minimizing the adverse impact on the portfolio if weaknesses develop in either the economy or a particular segment of borrowers. Collateral requirements are based on credit assessments of borrowers and may be used to recover the debt in case of default. Furthermore, a factor that influenced the Company’s judgment regarding the allowance for loan losses consists of a nine-year historical loss average segregated by each primary loan sector. On an annual basis, historical loss rates are calculated for each sector.
 
Consumer – The consumer loan portfolio consists of credit card loans and other consumer loans. Credit card loans are diversified by geographic region to reduce credit risk and minimize any adverse impact on the portfolio. Although they are regularly reviewed to facilitate the identification and monitoring of creditworthiness, credit card loans are unsecured loans, making them more susceptible to be impacted by economic downturns resulting in increasing unemployment. Other consumer loans include direct and indirect installment loans and overdrafts. Loans in this portfolio segment are sensitive to unemployment and other key consumer economic measures.
 
Real estate – The real estate loan portfolio consists of construction loans, single family residential loans and commercial loans. Construction and development loans (“C&D”) and commercial real estate loans (“CRE”) can be particularly sensitive to valuation of real estate. Commercial real estate cycles are inevitable. The long planning and production process for new properties and rapid shifts in business conditions and employment create an inherent tension between supply and demand for commercial properties. While general economic trends often move individual markets in the same direction over time, the timing and magnitude of changes are determined by other forces unique to each market. CRE cycles tend to be local in nature and longer than other credit cycles. Factors influencing the CRE market are traditionally different from those affecting residential real estate markets; thereby making predictions for one market based on the other difficult. Additionally, submarkets within commercial real estate – such as office, industrial, apartment, retail and hotel – also experience different cycles, providing an opportunity to lower the overall risk through diversification across types of CRE loans. Management realizes that local demand and supply conditions will also mean that different geographic areas will experience cycles of different amplitude and length. The Company monitors these loans closely. 
Commercial – The commercial loan portfolio includes commercial and agricultural loans, representing loans to commercial customers and farmers for use in normal business or farming operations to finance working capital needs, equipment purchases or other expansion projects. Collection risk in this portfolio is driven by the creditworthiness of the underlying borrowers, particularly cash flow from customers’ business or farming operations. The Company continues its efforts to keep loan terms short, reducing the negative impact of upward movement in interest rates. Term loans are generally set up with one or three year balloons, and the Company has instituted a pricing mechanism for commercial loans. It is standard practice to require personal guaranties on commercial loans for closely-held or limited liability entities.

Nonaccrual and Past Due Loans – Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Loans are placed on nonaccrual status when, in management’s opinion, the borrower may be unable to meet payment obligations as they become due, as well as when required by regulatory provisions. Loans may be placed on nonaccrual status regardless of whether or not such loans are considered past due. When interest accrual is discontinued, all unpaid accrued interest is reversed. Interest income is subsequently recognized only to the extent cash payments are received in excess of principal due. Loans are returned to accrual status when all the principal and interest amounts contractually due are brought current and future payments are reasonably assured.
 
Nonaccrual loans, excluding loans acquired, at December 31, 2019 and 2018, segregated by class of loans, are as follows: 

(In thousands)
 
2019
 
2018
Consumer:
 
 

 
 

Credit cards
 
$
382

 
$
296

Other consumer
 
1,378

 
2,159

Total consumer
 
1,760

 
2,455

Real estate:
 
 
 
 
Construction and development
 
4,538

 
1,269

Single family residential
 
18,102

 
11,939

Other commercial
 
9,361

 
7,205

Total real estate
 
32,001

 
20,413

Commercial:
 
 
 
 
Commercial
 
36,575

 
10,049

Agricultural
 
500

 
1,284

Total commercial
 
37,075

 
11,333

Total
 
$
70,836

 
$
34,201



An age analysis of past due loans, excluding loans acquired, segregated by class of loans, is as follows: 

(In thousands)
 
Gross
30-89 Days
Past Due
 
90 Days
or More
Past Due
 
Total
Past Due
 
Current
 
Total
Loans
 
90 Days
Past Due &
Accruing
December 31, 2019
 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 
 

 
 

 
 

 
 

 
 

 
 

Credit cards
 
$
848

 
$
641

 
$
1,489

 
$
203,313

 
$
204,802

 
$
259

Other consumer
 
4,057

 
595

 
4,652

 
187,294

 
191,946

 

Total consumer
 
4,905

 
1,236

 
6,141

 
390,607

 
396,748

 
259

Real estate:
 
 
 
 
 
 
 
 
 
 
 
 
Construction and development
 
4,968

 
605

 
5,573

 
1,755,321

 
1,760,894

 

Single family residential
 
13,414

 
8,769

 
22,183

 
1,422,437

 
1,444,620

 

Other commercial
 
4,302

 
3,969

 
8,271

 
3,670,637

 
3,678,908

 

Total real estate
 
22,684

 
13,343

 
36,027

 
6,848,395

 
6,884,422

 

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
 
6,253

 
12,174

 
18,427

 
1,891,369

 
1,909,796

 

Agricultural
 
207

 
450

 
657

 
162,739

 
163,396

 

Total commercial
 
6,460

 
12,624

 
19,084

 
2,054,108

 
2,073,192

 

Other
 

 

 

 
275,714

 
275,714

 

Total
 
$
34,049

 
$
27,203

 
$
61,252

 
$
9,568,824

 
$
9,630,076

 
$
259

 
 
 
 
 
 
 
 
 
 
 
 
 
December 31, 2018
 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 
 

 
 

 
 

 
 

 
 

 
 

Credit cards
 
$
1,033

 
$
506

 
$
1,539

 
$
202,634

 
$
204,173

 
$
209

Other consumer
 
4,264

 
896

 
5,160

 
196,137

 
201,297

 
4

Total consumer
 
5,297

 
1,402

 
6,699

 
398,771

 
405,470

 
213

Real estate:
 
 
 
 
 
 
 
 
 
 
 
 
Construction and development
 
533

 
308

 
841

 
1,299,882

 
1,300,723

 

Single family residential
 
7,769

 
4,127

 
11,896

 
1,428,547

 
1,440,443

 

Other commercial
 
3,379

 
2,773

 
6,152

 
3,219,135

 
3,225,287

 

Total real estate
 
11,681

 
7,208

 
18,889

 
5,947,564

 
5,966,453

 

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
 
4,472

 
5,105

 
9,577

 
1,765,332

 
1,774,909

 
11

Agricultural
 
467

 
1,055

 
1,522

 
162,992

 
164,514

 

Total commercial
 
4,939

 
6,160

 
11,099

 
1,928,324

 
1,939,423

 
11

Other
 

 

 

 
119,042

 
119,042

 

Total
 
$
21,917

 
$
14,770

 
$
36,687

 
$
8,393,701

 
$
8,430,388

 
$
224


 
Impaired Loans – A loan is considered impaired when it is probable that the Company will not receive all amounts due according to the contractual terms of the loans, including scheduled principal and interest payments. This includes loans that are delinquent 90 days or more, nonaccrual loans and certain other loans identified by management. Certain other loans identified by management consist of performing loans with specific allocations of the allowance for loan losses. Impaired loans are carried at the present value of estimated future cash flows using the loan’s existing rate, or the fair value of the collateral if the loan is collateral dependent.  
 
Impairment is evaluated in total for smaller-balance loans of a similar nature and on an individual loan basis for other loans. Impaired loans, or portions thereof, are charged-off when deemed uncollectible.

Impaired loans, net of government guarantees and excluding loans acquired, segregated by class of loans, are as follows: 

(In thousands)
Unpaid
Contractual
Principal
Balance
 
Recorded
Investment
With No
Allowance
 
Recorded
Investment
With
Allowance
 
Total
Recorded
Investment
 
Related
Allowance
 
Average
Investment in
Impaired
Loans
 
Interest
Income
Recognized
December 31, 2019
 

 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 

 
 

 
 

 
 

 
 

 
 

 
 

Credit cards
$
382

 
$
382

 
$

 
$
382

 
$

 
$
373

 
$
50

Other consumer
1,537

 
1,378

 

 
1,378

 

 
1,659

 
41

Total consumer
1,919

 
1,760

 

 
1,760

 

 
2,032

 
91

Real estate:
 
 
 
 
 
 
 
 
 
 
 
 
 
Construction and development
4,648

 
4,466

 
72

 
4,538

 
4

 
2,464

 
61

Single family residential
19,466

 
15,139

 
2,963

 
18,102

 
42

 
15,470

 
382

Other commercial
10,645

 
4,713

 
3,740

 
8,453

 
694

 
9,983

 
247

Total real estate
34,759

 
24,318

 
6,775

 
31,093

 
740

 
27,917

 
690

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
53,436

 
6,582

 
28,998

 
35,580

 
5,007

 
28,219

 
697

Agricultural
525

 
383

 
116

 
499

 

 
908

 
22

Total commercial
53,961

 
6,965

 
29,114

 
36,079

 
5,007

 
29,127

 
719

Total
$
90,639

 
$
33,043

 
$
35,889

 
$
68,932

 
$
5,747

 
$
59,076

 
$
1,500

 
 
 
 
 
 
 
 
 
 
 
 
 
 
December 31, 2018
 

 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 

 
 

 
 

 
 

 
 

 
 

 
 

Credit cards
$
296

 
$
296

 
$

 
$
296

 
$

 
$
266

 
$
85

Other consumer
2,311

 
2,159

 

 
2,159

 

 
3,719

 
112

Total consumer
2,607

 
2,455

 

 
2,455

 

 
3,985

 
197

Real estate:
 
 
 
 
 
 
 
 
 
 
 
 
 
Construction and development
1,344

 
784

 
485

 
1,269

 
211

 
1,651

 
50

Single family residential
12,906

 
11,468

 
616

 
12,084

 
36

 
13,257

 
399

Other commercial
8,434

 
2,976

 
5,458

 
8,434

 

 
13,608

 
410

Total real estate
22,684

 
15,228

 
6,559

 
21,787

 
247

 
28,516

 
859

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
10,361

 
5,733

 
4,628

 
10,361

 
437

 
10,003

 
301

Agricultural
2,419

 
1,180

 

 
1,180

 

 
1,412

 
43

Total commercial
12,780

 
6,913

 
4,628

 
11,541

 
437

 
11,415

 
344

Total
$
38,071

 
$
24,596

 
$
11,187

 
$
35,783

 
$
684

 
$
43,916

 
$
1,400


 
At December 31, 2019 and 2018, impaired loans, net of government guarantees and excluding loans acquired, totaled $68.9 million and $35.8 million, respectively. Allocations of the allowance for loan losses relative to impaired loans were $5,747,000 and $684,000 at December 31, 2019 and 2018, respectively. Approximately $1.5 million, $1.4 million and $1.8 million of interest income was recognized on average impaired loans of $59.1 million, $43.9 million and $50.8 million for 2019, 2018 and 2017, respectively. Interest recognized on impaired loans on a cash basis during 2019, 2018 and 2017 was not material.
 
Included in certain impaired loan categories are troubled debt restructurings (“TDRs”). When the Company restructures a loan to a borrower that is experiencing financial difficulty and grants a concession that it would not otherwise consider, a “troubled debt restructuring” results and the Company classifies the loan as a TDR. The Company grants various types of concessions, primarily interest rate reduction and/or payment modifications or extensions, with an occasional forgiveness of principal.
Under ASC Topic 310-10-35 – Subsequent Measurement, a TDR is considered to be impaired, and an impairment analysis must be performed. The Company assesses the exposure for each modification, either by collateral discounting or by calculation of the present value of future cash flows, and determines if a specific allocation to the allowance for loan losses is needed.

Once an obligation has been restructured because of such credit problems, it continues to be considered a TDR until paid in full; or, if an obligation yields a market interest rate and no longer has any concession regarding payment amount or amortization, then it is not considered a TDR at the beginning of the calendar year after the year in which the improvement takes place. The Company returns TDRs to accrual status only if (1) all contractual amounts due can reasonably be expected to be repaid within a prudent period, and (2) repayment has been in accordance with the contract for a sustained period, typically at least six months.
 
The following table presents a summary of TDRs, excluding loans acquired, segregated by class of loans. 

 
 
Accruing TDR Loans
 
Nonaccrual TDR Loans
 
Total TDR Loans
(Dollars in thousands)
 
Number
 
Balance
 
Number
 
Balance
 
Number
 
Balance
December 31, 2019
 
 

 
 

 
 

 
 

 
 

 
 

Real estate:
 
 

 
 

 
 

 
 

 
 

 
 

Construction and development
 

 
$

 
1

 
$
72

 
1

 
$
72

Single-family residential
 
7

 
1,151

 
12

 
671

 
19

 
1,822

Other commercial
 
1

 
476

 
2

 
80

 
3

 
556

Total real estate
 
8

 
1,627

 
15

 
823

 
23

 
2,450

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
 
4

 
2,784

 
3

 
79

 
7

 
2,863

Total commercial
 
4

 
2,784

 
3

 
79

 
7

 
2,863

Total
 
12

 
$
4,411

 
18

 
$
902

 
30

 
$
5,313

 
 
 
 
 
 
 
 
 
 
 
 
 
December 31, 2018
 
 

 
 

 
 

 
 

 
 

 
 

Real estate:
 
 

 
 

 
 

 
 

 
 

 
 

Construction and development
 

 
$

 
3

 
$
485

 
3

 
$
485

Single-family residential
 
6

 
230

 
10

 
616

 
16

 
846

Other commercial
 
2

 
3,306

 
2

 
1,027

 
4

 
4,333

Total real estate
 
8

 
3,536

 
15

 
2,128

 
23

 
5,664

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
 
4

 
2,833

 
6

 
718

 
10

 
3,551

Total commercial
 
4

 
2,833

 
6

 
718

 
10

 
3,551

Total
 
12

 
$
6,369

 
21

 
$
2,846

 
33

 
$
9,215



The following table presents loans that were restructured as TDRs during the years ended December 31, 2019 and 2018, excluding loans acquired, segregated by class of loans. 
 
 
 
 
 
 
 
 
Modification Type
 
 
(Dollars in thousands)
 
Number of
Loans
 
Balance Prior
to TDR
 
Balance at December 31,
 
Change in
Maturity
Date
 
Change in
Rate
 
Financial Impact
on Date of
Restructure
Year Ended December 31, 2019
 
 

 
 

 
 

 
 

 
 

 
 

Real estate:
 


 


 


 


 


 


Single-family residential
 
4

 
$
997

 
$
996

 
$
996

 
$

 
$

Total real estate
 
4

 
997

 
996

 
996

 

 

Total
 
4

 
$
997

 
$
996

 
$
996

 
$

 
$

 
 
 
 
 
 
 
 
 
 
 
 
 
Year Ended December 31, 2018
 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 
 
 
 
 
 
 
 
 
 
 
 
Other consumer
 
1

 
$
91

 
$
91

 
$
91

 
$

 
$

Total consumer
 
1

 
91

 
91

 
91

 

 

Real estate:
 
 

 
 

 
 

 
 

 
 

 
 

Construction and development
 
1

 
99

 
98

 
98

 

 

Single-family residential
 
1

 
61

 
62

 
62

 

 

Other commercial
 
2

 
392

 
390

 
390

 

 
212

Total real estate
 
4

 
552

 
550

 
550

 

 
212

Commercial:
 


 


 


 


 


 


Commercial
 
3

 
2,363

 
2,358

 
2,358

 

 
190

Total commercial
 
3

 
2,363

 
2,358

 
2,358

 

 
190

Total
 
8

 
$
3,006

 
$
2,999

 
$
2,999

 
$

 
$
402


 
During the year ended December 31, 2019, the Company modified four loans with a total recorded investment of $997,000 prior to modification which were deemed troubled debt restructuring. The restructured loans were modified by deferring amortized principal payments, changing the maturity date and requiring interest-only payments for a period of up to 12 months. A specific reserve was not determined necessary for these loans based on the fair value of the collateral. Also, there was no immediate financial impact from the restructuring of these loans as it was not considered necessary to charge-off interest or principal on the date of restructure. During the year ended December 31, 2019, three of the previously restructured loans with prior balances of $81,600 were paid off.
 
During year ended December 31, 2018, the Company modified eight loans with a total recorded investment of $3.0 million prior to modification which were deemed troubled debt restructuring. The restructured loans were modified by deferring amortized principal payments, changing the maturity date and requiring interest-only payments for a period of up to 12 months. Based upon the fair value of the collateral, a specific reserve of $402,000 was determined necessary for these loans. Also, there was no immediate financial impact from the restructuring of these loans, as it was not considered necessary to charge-off interest or principal on the date of restructure. During the year ended December 31, 2018, seven of the previously restructured loans with prior balances of $655,000 were paid off.
 
There were four loans, consisting of commercial and real estate construction loans, considered TDRs for which a payment default occurred during the year ended December 31, 2019. The Company charged off approximately $552,000 for these loans. The Company defines a payment default as a payment received more than 90 days after its due date.
 
During the year ended December 31, 2018, there were two commercial real estate loans for which a payment default occurred that had been modified as a TDR within 12 months or less of the payment default. A charge off of approximately $92,400 was recorded for these loans and assets valued at $2,169,300 were transferred to OREO. Also, there was one single-family residential loan for which a payment default occurred that had been modified as a TDR within 12 months or less of the payment default. A charge off of approximately $26,500 was recorded for this loan.
 
In addition to the TDRs that occurred during the periods provided in the preceding tables, the Company had TDRs with pre-modification loan balances of $2,288,000 at December 31, 2018, for which OREO was received in full or partial satisfaction of
the loans. There were no TDRs with pre-modification loan balances for which OREO was received in full or partial satisfaction of the loans during the year ended December 31, 2019. At December 31, 2019 and 2018, the Company had $5,789,000 and $3,899,000, respectively, of consumer mortgage loans secured by residential real estate properties for which formal foreclosure proceedings are in process. At December 31, 2019 and 2018, the Company had $4,458,000 and $3,530,000, respectively, of OREO secured by residential real estate properties.

Credit Quality Indicators – As part of the on-going monitoring of the credit quality of the Company’s loan portfolio, management tracks certain credit quality indicators including trends related to (i) the weighted-average risk rating of commercial and real estate loans, (ii) the level of classified commercial and real estate loans, (iii) net charge-offs, (iv) non-performing loans (see details above) and (v) the general economic conditions in the States of Arkansas, Colorado, Illinois, Kansas, Missouri, Oklahoma, Tennessee and Texas.
 
The Company utilizes a risk rating matrix to assign a risk rate to each of its commercial and real estate loans. Loans are rated on a scale of 1 to 8. A description of the general characteristics of the 8 risk ratings is as follows:
 
Risk Rate 1 – Pass (Excellent) – This category includes loans which are virtually free of credit risk. Borrowers in this category represent the highest credit quality and greatest financial strength.
Risk Rate 2 – Pass (Good) - Loans under this category possess a nominal risk of default. This category includes borrowers with strong financial strength and superior financial ratios and trends. These loans are generally fully secured by cash or equivalents (other than those rated “excellent”).
Risk Rate 3 – Pass (Acceptable – Average) - Loans in this category are considered to possess a normal level of risk. Borrowers in this category have satisfactory financial strength and adequate cash flow coverage to service debt requirements. If secured, the perfected collateral should be of acceptable quality and within established borrowing parameters.
Risk Rate 4 – Pass (Monitor) - Loans in the Watch (Monitor) category exhibit an overall acceptable level of risk, but that risk may be increased by certain conditions, which represent “red flags”. These “red flags” require a higher level of supervision or monitoring than the normal “Pass” rated credit. The borrower may be experiencing these conditions for the first time, or it may be recovering from weakness, which at one time justified a higher rating. These conditions may include: weaknesses in financial trends; marginal cash flow; one-time negative operating results; non-compliance with policy or borrowing agreements; poor diversity in operations; lack of adequate monitoring information or lender supervision; questionable management ability/stability.
Risk Rate 5 – Special Mention - A loan in this category has potential weaknesses that deserve management’s close attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the asset or in the institution’s credit position at some future date. Special Mention loans are not adversely classified (although they are “criticized”) and do not expose an institution to sufficient risk to warrant adverse classification. Borrowers may be experiencing adverse operating trends, or an ill-proportioned balance sheet. Non-financial characteristics of a Special Mention rating may include management problems, pending litigation, a non-existent, or ineffective loan agreement or other material structural weakness, and/or other significant deviation from prudent lending practices.
Risk Rate 6 – Substandard - A Substandard loan is inadequately protected by the current sound worth and paying capacity of the borrower or of the collateral pledged, if any. Loans so classified must have a well-defined weakness, or weaknesses, that jeopardize the liquidation of the debt. The loans are characterized by the distinct possibility that the Company will sustain some loss if the deficiencies are not corrected. This does not imply ultimate loss of the principal, but may involve burdensome administrative expenses and the accompanying cost to carry the loan.
Risk Rate 7 – Doubtful - A loan classified Doubtful has all the weaknesses inherent in a substandard loan except that the weaknesses make collection or liquidation in full (on the basis of currently existing facts, conditions, and values) highly questionable and improbable. Doubtful borrowers are usually in default, lack adequate liquidity, or capital, and lack the resources necessary to remain an operating entity. The possibility of loss is extremely high, but because of specific pending events that may strengthen the asset, its classification as loss is deferred. Pending factors include: proposed merger or acquisition; liquidation procedures; capital injection; perfection of liens on additional collateral; and refinancing plans. Loans classified as Doubtful are placed on nonaccrual status.
Risk Rate 8 – Loss - Loans classified Loss are considered uncollectible and of such little value that their continuance as bankable assets is not warranted. This classification does not mean that the loans has absolutely no recovery or salvage value, but rather it is not practical or desirable to defer writing off this basically worthless loan, even though partial recovery may be affected in the future. Borrowers in the Loss category are often in bankruptcy, have formally suspended debt repayments, or have otherwise ceased normal business operations. Loans should be classified as Loss and charged-off in the period in which they become uncollectible.
Loans acquired are evaluated using this internal grading system. Loans acquired are evaluated individually and include purchased credit impaired loans of $13.4 million and $4.1 million that are accounted for under ASC Topic 310-30 and are classified as substandard (Risk Rating 6) as of December 31, 2019 and 2018, respectively. Of the remaining loans acquired and accounted for under ASC Topic 310-20, $103.1 million and $50.4 million were classified (Risk Ratings 6, 7 and 8 – see classified loans discussion below) at December 31, 2019 and 2018, respectively.
 
Purchased credit impaired loans are loans that showed evidence of deterioration of credit quality since origination and for which it is probable, at acquisition, that the Company will be unable to collect all amounts contractually owed. Their fair value was initially based on the estimate of cash flows, both principal and interest, expected to be collected or estimated collateral values if cash flows are not estimable, discounted at prevailing market rates of interest. The difference between the undiscounted cash flows expected at acquisition and the fair value at acquisition is recognized as interest income on a level-yield method over the life of the loan. Contractually required payments for interest and principal that exceed the undiscounted cash flows expected at acquisition are not recognized as a yield adjustment. Increases in expected cash flows subsequent to the initial investment are recognized prospectively through adjustment of the yield on the loan over its remaining life. Decreases in expected cash flows are recognized as impairment.
 
Classified loans for the Company include loans in Risk Ratings 6, 7 and 8. Loans may be classified, but not considered impaired, due to one of the following reasons: (1) The Company has established minimum dollar amount thresholds for loan impairment testing. Loans rated 6 – 8 that fall under the threshold amount are not tested for impairment and therefore are not included in impaired loans.  (2) Of the loans that are above the threshold amount and tested for impairment, after testing, some are considered to not be impaired and are not included in impaired loans. Total classified loans, excluding loans accounted for under ASC Topic 310-30, were $209.8 million and $119.0 million as of December 31, 2019 and 2018, respectively.

The following table presents a summary of loans by credit risk rating, segregated by class of loans. 

(In thousands)
 
Risk Rate
1-4
 
Risk Rate
5
 
Risk Rate
6
 
Risk Rate
7
 
Risk Rate
8
 
Total
December 31, 2019
 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 
 

 
 

 
 

 
 

 
 

 
 

Credit cards
 
$
204,161

 
$

 
$
641

 
$

 
$

 
$
204,802

Other consumer
 
190,350

 

 
1,596

 

 

 
191,946

Total consumer
 
394,511

 

 
2,237

 

 

 
396,748

Real estate:
 
 
 
 
 
 
 
 
 
 
 
 
Construction and development
 
1,754,269

 
49

 
6,576

 

 

 
1,760,894

Single family residential
 
1,415,603

 
4,868

 
24,146

 
3

 

 
1,444,620

Other commercial
 
3,621,296

 
28,873

 
28,739

 

 

 
3,678,908

Total real estate
 
6,791,168

 
33,790

 
59,461

 
3

 

 
6,884,422

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
 
1,835,335

 
25,185

 
49,276

 

 

 
1,909,796

Agricultural
 
162,808

 
41

 
547

 

 

 
163,396

Total commercial
 
1,998,143

 
25,226

 
49,823

 

 

 
2,073,192

Other
 
275,714

 

 

 

 

 
275,714

Loans acquired
 
4,653,295

 
43,602

 
97,900

 
170

 
217

 
4,795,184

Total
 
$
14,112,831

 
$
102,618

 
$
209,421

 
$
173

 
$
217

 
$
14,425,260

 
(In thousands)
 
Risk Rate
1-4
 
Risk Rate
5
 
Risk Rate
6
 
Risk Rate
7
 
Risk Rate
8
 
Total
December 31, 2018
 
 

 
 

 
 

 
 

 
 

 
 

Consumer:
 
 

 
 

 
 

 
 

 
 

 
 

Credit cards
 
$
203,667

 
$

 
$
506

 
$

 
$

 
$
204,173

Other consumer
 
198,840

 

 
2,457

 

 

 
201,297

Total consumer
 
402,507

 

 
2,963

 

 

 
405,470

Real estate:
 
 
 
 
 
 
 
 
 
 
 
 
Construction and development
 
1,296,988

 
1,910

 
1,825

 

 

 
1,300,723

Single family residential
 
1,420,052

 
1,628

 
18,528

 
235

 

 
1,440,443

Other commercial
 
3,193,289

 
17,169

 
14,829

 

 

 
3,225,287

Total real estate
 
5,910,329

 
20,707

 
35,182

 
235

 

 
5,966,453

Commercial:
 
 
 
 
 
 
 
 
 
 
 
 
Commercial
 
1,742,002

 
8,357

 
24,550

 

 

 
1,774,909

Agricultural
 
162,824

 
75

 
1,615

 

 

 
164,514

Total commercial
 
1,904,826

 
8,432

 
26,165

 

 

 
1,939,423

Other
 
119,042

 

 

 

 

 
119,042

Loans acquired
 
3,187,083

 
51,255

 
54,097

 
348

 

 
3,292,783

Total
 
$
11,523,787

 
$
80,394

 
$
118,407

 
$
583

 
$

 
$
11,723,171



Net (charge-offs)/recoveries for the years ended December 31, 2019 and 2018, excluding loans acquired, segregated by class of loans, were as follows: 

(In thousands)
2019
 
2018
Consumer:
 

 
 

Credit cards
$
(3,564
)
 
$
(3,046
)
Other consumer
(2,537
)
 
(6,080
)
Total consumer
(6,101
)
 
(9,126
)
Real estate:
 
 
 
Construction and development
(375
)
 
(1,775
)
Single family residential
(703
)
 
(494
)
Other commercial
(745
)
 
(2,645
)
Total real estate
(1,823
)
 
(4,914
)
Commercial:
 
 
 
Commercial
(21,651
)
 
(5,878
)
Agricultural

 

Total commercial
(21,651
)
 
(5,878
)
Total
$
(29,575
)
 
$
(19,918
)

 
Allowance for Loan Losses
 
Allowance for Loan Losses – The allowance for loan losses is a reserve established through a provision for loan losses charged to expense, which represents management’s best estimate of probable losses that have been incurred within the existing portfolio of loans. The allowance, in the judgment of management, is necessary to reserve for estimated loan losses and risks inherent in the loan portfolio. The Company’s allowance for loan loss methodology includes allowance allocations calculated in accordance with ASC Topic 310-10, Receivables, and allowance allocations calculated in accordance with ASC Topic 450-20, Loss Contingencies. Accordingly, the methodology is based on the Company’s internal grading system, specific impairment analysis, qualitative and quantitative factors.
 
As mentioned above, allocations to the allowance for loan losses are categorized as either specific allocations or general allocations.
 
A loan is considered impaired when it is probable that the Company will not receive all amounts due according to the contractual terms of the loan, including scheduled principal and interest payments. For a collateral dependent loan, the Company’s evaluation process includes a valuation by appraisal or other collateral analysis. This valuation is compared to the remaining outstanding principal balance of the loan. If a loss is determined to be probable, the loss is included in the allowance for loan losses as a specific allocation. If the loan is not collateral dependent, the measurement of loss is based on the difference between the expected and contractual future cash flows of the loan.
 
The general allocation is calculated monthly based on management’s assessment of several factors such as (1) historical loss experience based on volumes and types, (2) volume and trends in delinquencies and nonaccruals, (3) lending policies and procedures including those for loan losses, collections and recoveries, (4) national, state and local economic trends and conditions, (5) external factors and pressure from competition, (6) the experience, ability and depth of lending management and staff, (7) seasoning of new products obtained and new markets entered through acquisition and (8) other factors and trends that will affect specific loans and categories of loans. The Company establishes general allocations for each major loan category. This category also includes allocations to loans which are collectively evaluated for loss such as credit cards, one-to-four family owner occupied residential real estate loans and other consumer loans.

The following table details activity in the allowance for loan losses by portfolio segment for the years ended December 31, 2019 and 2018. Allocation of a portion of the allowance to one category of loans does not preclude its availability to absorb losses in other categories. 
(In thousands)
Commercial
 
Real
Estate
 
Credit
Card
 
Other
Consumer
and Other
 
Total
December 31, 2019
 

 
 

 
 

 
 

 
 

Balance, beginning of year (2)
$
20,514

 
$
29,743

 
$
3,923

 
$
2,419

 
$
56,599

Provision for loan losses (1)
24,000

 
10,797

 
3,692

 
2,287

 
40,776

Charge-offs
(22,023
)
 
(2,319
)
 
(4,585
)
 
(4,894
)
 
(33,821
)
Recoveries
372

 
496

 
1,021

 
2,357

 
4,246

Net charge-offs
(21,651
)
 
(1,823
)
 
(3,564
)
 
(2,537
)
 
(29,575
)
Balance, end of year (2)
$
22,863

 
$
38,717

 
$
4,051

 
$
2,169

 
$
67,800

 
 
 
 
 
 
 
 
 
 
Period-end amount allocated to:
 

 
 

 
 

 
 

 
 

Loans individually evaluated for impairment
$
5,007

 
$
740

 
$

 
$

 
$
5,747

Loans collectively evaluated for impairment
17,856

 
37,977

 
4,051

 
2,169

 
62,053

Balance, end of year  (2)
$
22,863

 
$
38,717

 
$
4,051

 
$
2,169

 
$
67,800

 
 
 
 
 
 
 
 
 
 
December 31, 2018
 

 
 

 
 

 
 

 
 

Balance, beginning of year (2)
$
7,007

 
$
27,281

 
$
3,784

 
$
3,596

 
$
41,668

Provision for loan losses (1)
19,385

 
7,376

 
3,185

 
4,903

 
34,849

Charge-offs
(6,623
)
 
(5,905
)
 
(4,051
)
 
(6,637
)
 
(23,216
)
Recoveries
745

 
991

 
1,005

 
557

 
3,298

Net charge-offs
(5,878
)
 
(4,914
)
 
(3,046
)
 
(6,080
)
 
(19,918
)
Balance, end of year (2)
$
20,514

 
$
29,743

 
$
3,923

 
$
2,419

 
$
56,599

 
 
 
 
 
 
 
 
 
 
Period-end amount allocated to:
 

 
 

 
 

 
 

 
 

Loans individually evaluated for impairment
$
437

 
$
247

 
$

 
$

 
$
684

Loans collectively evaluated for impairment
20,077

 
29,496

 
3,923

 
2,419

 
55,915

Balance, end of year (2)
$
20,514

 
$
29,743

 
$
3,923

 
$
2,419

 
$
56,599


_________________________
(1)    Provision for loan losses of $2,464,000 attributable to loans acquired was excluded from this table for the year ended December 31, 2019 (total provision for loan losses for the year ended December 31, 2019 was $43,240,000). There were $3,015,000 in charge-offs for loans acquired and recoveries of $900,000 for loans acquired during the year ended December 31, 2019 resulting in an ending balance in the allowance related to loans acquired of $444,000. Provision for loan losses of $3,299,000 attributable to loans acquired was excluded from this table for the year ended December 31, 2018 (total provision for loan losses for the year ended December 31, 2018 was $38,148,000). There were $3,622,000 in charge-offs for loans acquired during the year ended December 31, 2018 resulting in an ending balance in the allowance related to loans acquired of $95,000.
(2)    Allowance for loan losses at December 31, 2019 includes $444,000 of allowance for loans acquired (not shown in the table above). Allowance for loan losses at December 31, 2018 and 2017 includes $95,000 and $418,000 allowance for loans acquired, respectively. The total allowance for loan losses at December 31, 2019, 2018 and 2017 was $68,244,000, $56,694,000 and $42,086,000, respectively.
Activity in the allowance for loan losses for the year ended December 31, 2017 was as follows: 
(In thousands)
 
Commercial
 
Real
Estate
 
Credit
Card
 
Other
Consumer
and Other
 
Total
December 31, 2017
 
 

 
 

 
 

 
 

 
 

Balance, beginning of year (2)
 
$
7,739

 
$
21,817

 
$
3,779

 
$
2,951

 
$
36,286

Provision for loan losses (1)
 
7,002

 
12,463

 
2,889

 
2,173

 
24,527

Charge-offs
 
(7,837
)
 
(7,989
)
 
(3,905
)
 
(3,767
)
 
(23,498
)
Recoveries
 
103

 
990

 
1,021

 
2,239

 
4,353

Net charge-offs
 
(7,734
)
 
(6,999
)
 
(2,884
)
 
(1,528
)
 
(19,145
)
Balance, end of year (2)
 
$
7,007

 
$
27,281

 
$
3,784

 
$
3,596

 
$
41,668


 _________________________
(1)    Provision for loan losses of $1,866,000 attributable to loans acquired was excluded from this table for the year ended December 31, 2017 (total provision for loan losses for the year ended December 31, 2017 was $26,393,000). There were $2,402,000 in charge-offs for loans acquired during 2017 resulting in an ending balance in the allowance related to loans acquired of $418,000.
(2)    Allowance for loan losses at December 31, 2017 includes $418,000 allowance for loans acquired (not shown in the table above). The total allowance for loan losses at December 31, 2017 was $42,086,000.
The Company’s recorded investment in loans, excluding loans acquired, as of December 31, 2019 and 2018 related to each balance in the allowance for loan losses by portfolio segment on the basis of the Company’s impairment methodology was as follows: 
(In thousands)
 
Commercial
 
Real
Estate
 
Credit
Card
 
Other
Consumer
and Other
 
Total
December 31, 2019
 
 

 
 

 
 

 
 

 
 

Loans individually evaluated for impairment
 
$
36,079

 
$
31,093

 
$
382

 
$
1,378

 
$
68,932

Loans collectively evaluated for impairment
 
2,037,113

 
6,853,329

 
204,420

 
466,282

 
9,561,144

Balance, end of period
 
$
2,073,192

 
$
6,884,422

 
$
204,802

 
$
467,660

 
$
9,630,076

 
 
 
 
 
 
 
 
 
 
 
December 31, 2018
 
 

 
 

 
 

 
 

 
 

Loans individually evaluated for impairment
 
$
13,062

 
$
24,253

 
$
296

 
$
2,159

 
$
39,770

Loans collectively evaluated for impairment
 
1,926,361

 
5,942,200

 
203,877

 
318,180

 
8,390,618

Balance, end of period
 
$
1,939,423

 
$
5,966,453

 
$
204,173

 
$
320,339

 
$
8,430,388