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CONSOLIDATED STATEMENTS OF OPERATIONS - USD ($) shares in Thousands, $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Revenues |  |  |
Total revenues | $ 1,850,542 | $ 1,559,869 | $ 1,723,691
Cost of services |  |  |
Processing costs | 482,870 | 419,041 | 400,439
Service fees | 52,804 | 47,289 | 57,027
Provision for credit losses | 45,114 | 78,443 | 65,664
Operating interest | 9,157 | 23,810 | 41,915
Depreciation and amortization | 112,164 | 104,592 | 94,725
Total cost of services | 702,109 | 673,175 | 659,770
General and administrative | 326,878 | 292,109 | 275,807
Sales and marketing | 319,078 | 266,684 | 259,869
Depreciation and amortization | 160,477 | 157,334 | 142,404
Legal settlement | 0 | 162,500 | 0
Impairment charges | 0 | 53,378 | 0
Loss on sale of subsidiary | 0 | 46,362 | 0
Operating income (loss) | 342,000 | (91,673) | 385,841
Financing interest expense | (128,422) | (157,080) | (134,677)
Net foreign currency loss | (12,339) | (25,783) | (926)
Change in fair value of contingent consideration | (40,100) | 0 | 0
Other income | 3,617 | 491 | 932
Net unrealized gain (loss) on financial instruments | 39,190 | (27,036) | (34,654)
Income (loss) before income taxes | 203,946 | (301,081) | 216,516
Income tax provision (benefit) | 67,807 | (20,597) | 61,223
Net income (loss) | 136,139 | (280,484) | 155,293
Less: Net income (loss) from non-controlling interests | 846 | 3,466 | (1,030)
Net income (loss) attributable to WEX Inc. | 135,293 | (283,950) | 156,323
Change in value of redeemable non-controlling interest | (135,156) | 40,312 | (57,317)
Net income (loss) attributable to shareholders | $ 137 | $ (243,638) | $ 99,006
Net loss attributable to shareholders per share: |  |  |
Basic (in dollars per share) | $ 0 | $ (5.56) | $ 2.29
Diluted (in dollars per share) | $ 0 | $ (5.56) | $ 2.26
Weighted average common shares outstanding: |  |  |
Basic (in shares) | 44,718 | 43,842 | 43,316
Diluted (in shares) | 45,312 | 43,842 | 43,769
Payment processing revenue |  |  |
Revenues |  |  |
Total revenues | $ 858,990 | $ 698,891 | $ 825,592
Account servicing revenue |  |  |
Revenues |  |  |
Total revenues | 526,858 | 449,456 | 413,552
Finance fee revenue |  |  |
Revenues |  |  |
Total revenues | 255,323 | 198,523 | 247,318
Other revenue |  |  |
Revenues |  |  |
Total revenues | $ 209,371 | $ 212,999 | $ 237,229

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