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CONSOLIDATED STATEMENTS OF INCOME - USD ($) shares in Thousands, $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Interest income: |  |  |
Loans | $ 315,237 | $ 349,221 | $ 279,931
Debt securities | 22,033 | 24,116 | 23,811
Equity investments and other | 4,822 | 6,271 | 5,052
Total interest income | 342,092 | 379,608 | 308,794
Interest expense: |  |  |
Deposits | 25,210 | 48,290 | 38,432
Borrowed funds | 11,544 | 18,367 | 14,391
Total interest expense | 36,754 | 66,657 | 52,823
Net interest income | 305,338 | 312,951 | 255,971
Credit loss (benefit) expense | (11,832) | 59,404 | 1,636
Net interest income after credit loss (benefit) expense | 317,170 | 253,547 | 254,335
Other income: |  |  |
Bankcard services revenue | 13,360 | 11,417 | 10,263
Net gain on sales of loans | 3,186 | 8,278 | 16
Net gain on equity investments | 7,145 | 21,214 | 267
Net (loss) gain from other real estate operations | (15) | 35 | (330)
Income from bank owned life insurance | 6,832 | 6,424 | 5,420
Commercial loan swap income | 4,095 | 8,080 | 5,285
Other | 1,159 | 618 | 642
Total other income | 51,931 | 73,926 | 42,165
Operating expenses: |  |  |
Compensation and employee benefits | 120,014 | 114,155 | 89,912
Occupancy | 20,481 | 20,782 | 17,159
Equipment | 5,443 | 7,769 | 7,719
Marketing | 2,169 | 3,117 | 3,469
Federal deposit insurance and regulatory assessments | 6,155 | 4,871 | 2,227
Data processing | 21,570 | 17,467 | 14,814
Check card processing | 5,182 | 5,458 | 5,956
Professional fees | 11,043 | 12,247 | 9,338
Federal Home Loan Bank (“FHLB”) advance prepayment fees | 0 | 14,257 | 0
Amortization of core deposit intangible | 5,453 | 6,186 | 4,027
Branch consolidation expense | 12,337 | 7,623 | 9,050
Merger related expenses | 1,503 | 15,947 | 10,503
Other operating expense | 15,510 | 16,552 | 14,968
Total operating expenses | 226,860 | 246,431 | 189,142
Income before provision for income taxes | 142,241 | 81,042 | 107,358
Provision for income taxes | 32,165 | 17,733 | 18,784
Net income | 110,076 | 63,309 | 88,574
Dividends on preferred shares | (4,016) | (2,097) | 0
Net income available to common stockholders | $ (106,060) | $ (61,212) | $ (88,574)
Basic earnings per share (in dollars per share) | $ 1.79 | $ 1.02 | $ 1.77
Diluted earnings per share (in dollars per share) | $ 1.78 | $ 1.02 | $ 1.75
Average basic shares outstanding (in shares) | 59,406 | 59,919 | 50,166
Average diluted shares outstanding (in shares) | 59,649 | 60,072 | 50,746
Trust and asset management revenue |  |  |
Other income: |  |  |
Trust and asset management revenue and fees and service charges | $ 2,336 | $ 2,052 | $ 2,102
Fees and service charges |  |  |
Other income: |  |  |
Trust and asset management revenue and fees and service charges | $ 13,833 | $ 15,808 | $ 18,500

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