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CONSOLIDATED STATEMENTS OF INCOME - USD ($) $ in Thousands | 3 Months Ended | 9 Months Ended
--- | --- | ---
Sep. 30, 2021 | Sep. 30, 2020 | Sep. 30, 2021 | Sep. 30, 2020
Interest income: |  |  |  |
Loans, including fees | $ 17,626 | $ 15,321 | $ 51,287 | $ 43,048
Securities: |  |  |  |
Taxable | 284 | 251 | 837 | 920
Tax-exempt | 379 | 305 | 1,125 | 698
Cash and cash equivalents | 17 | 3 | 25 | 63
Total interest income | 18,306 | 15,880 | 53,274 | 44,729
Interest expense: |  |  |  |
Deposits | 1,327 | 2,235 | 4,261 | 8,064
Borrowings | 722 | 930 | 2,224 | 2,687
Total interest expense | 2,049 | 3,165 | 6,485 | 10,751
Net interest income | 16,257 | 12,715 | 46,789 | 33,978
Provision for loan losses | 597 | 3,956 | 1,292 | 7,139
Net interest income after provision for loan losses | 15,660 | 8,759 | 45,497 | 26,839
Non-interest income: |  |  |  |
Mortgage banking income | 18,726 | 21,812 | 62,293 | 45,395
SBA loan income | 2,688 | 641 | 5,423 | 1,821
Earnings on investment in life insurance | 93 | 70 | 224 | 210
Net change in the fair value of derivative instruments | (339) | 3,028 | (3,431) | 6,346
Net change in the fair value of loans held-for-sale | (532) | 2,932 | (3,164) | 4,424
Net change in the fair value of loans held-for-investment | 37 | 93 | (24) | 174
Net gain (loss) on hedging activity | (1,189) | (2,637) | 2,397 | (7,363)
Net gain on sale of investment securities available-for-sale | 314 | 1,290 | 362 | 1,345
Other | 1,057 | 852 | 3,192 | 1,718
Total non-interest income | 22,122 | 29,060 | 70,902 | 56,972
Non-interest expenses: |  |  |  |
Salaries and employee benefits | 19,472 | 20,447 | 61,824 | 46,529
Occupancy and equipment | 1,133 | 1,108 | 3,460 | 3,159
Professional fees | 873 | 681 | 2,629 | 2,118
Advertising and promotion | 1,089 | 781 | 2,795 | 1,996
Data processing | 530 | 460 | 1,666 | 1,260
Information technology | 476 | 394 | 1,365 | 1,100
Pennsylvania bank shares tax | 152 | 254 | 478 | 734
Other | 1,756 | 1,709 | 5,773 | 4,256
Total non-interest expenses | 25,481 | 25,834 | 79,990 | 61,152
Income before income taxes | 12,301 | 11,985 | 36,409 | 22,659
Income tax expense | 2,863 | 2,773 | 8,543 | 5,218
Net income | $ 9,438 | $ 9,212 | $ 27,866 | $ 17,441
Basic earnings per common share | $ 1.56 | $ 1.51 | $ 4.62 | $ 2.83
Diluted earnings per common share | $ 1.52 | $ 1.51 | $ 4.49 | $ 2.82
Wealth Management Income |  |  |  |
Non-interest income: |  |  |  |
Revenue from contracts with customers | $ 1,232 | $ 951 | $ 3,531 | $ 2,825
Service Charges |  |  |  |
Non-interest income: |  |  |  |
Revenue from contracts with customers | $ 35 | $ 28 | $ 99 | $ 77

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