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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Cash flows from operating activities: |  |  |
Net income | $ 199,223 | $ 196,346 | $ 185,904
Adjustments required to reconcile net income to net cash provided by operating activities: |  |  |
Depreciation and amortization | 184,092 | 182,026 | 173,230
Stock-based compensation | 153,030 | 101,667 | 80,864
Accrued severance pay, net | 597 | 1,323 | (1,964)
Amortization of premium and discount and accrued interest on marketable securities | 11,867 | (633) | (53)
Deferred taxes, net | (39,316) | (33,241) | (12,208)
Changes in operating assets and liabilities: |  |  |
Trade receivables, net | (85,778) | 22,245 | (29,863)
Prepaid expenses and other current assets | (79,624) | (80,665) | (76,180)
Trade payables | (389) | 4,094 | 777
Accrued expenses and other liabilities | 64,179 | 14,875 | 31,730
Operating lease right-of-use assets | 15,075 | 18,167 | 19,104
Deferred revenues | 30,770 | 63,202 | 13,810
Operating lease liabilities | (18,011) | (19,569) | (18,839)
Amortization of discount on long-term debt | 14,469 | 13,297 | 9,236
Loss in respect of debt extinguishment | 13,969 | 0 | 0
Other | (2,337) | (2,828) | (1,390)
Net cash provided by operating activities | 461,816 | 480,306 | 374,158
Cash flows from investing activities: |  |  |
Purchase of property and equipment | (24,771) | (24,186) | (27,293)
Purchase of investments | (322,129) | (583,115) | (619,060)
Proceeds from investments | 270,645 | 328,593 | 362,713
Payments for business acquisitions, net of cash acquired | (142,804) | (147,261) | (25,972)
Capitalization of internal use software costs | (42,440) | (39,098) | (34,679)
Net cash used in investing activities | (261,499) | (465,067) | (344,291)
Cash flows from financing activities: |  |  |
Proceeds from issuance of shares upon exercise of options | 4,426 | 8,865 | 5,428
Purchase of treasury shares | (73,180) | (48,272) | (47,276)
Dividends paid to non-controlling interest | (1,754) | 0 | 0
Capital lease payments | 0 | (177) | (816)
Purchase of subsidiaries shares from non-controlling interest | (14,000) | 0 | 0
Proceeds from issuance of exchangeable senior notes, net | 0 | 451,421 | 0
Repayment of debt | (177,308) | (215,000) | 0
Net cash provided by (used in) financing activities | (261,816) | 196,837 | (42,664)
Effect of exchange rate changes on cash | (2,112) | 1,868 | (979)
Net change in cash and cash equivalents | (63,611) | 213,944 | (13,776)
Cash and cash equivalents at the beginning of the year | 442,267 | 228,323 | 242,099
Cash and cash equivalents at the end of the year | 378,656 | 442,267 | 228,323
Cash paid during the year for: |  |  |
Income taxes | 97,258 | 83,251 | 65,200
Interest | 688 | 7,829 | 11,493
Non-cash activities: |  |  |
Increase in accrued expenses and other liabilities with respect to purchase of treasury shares | 4 | 112 | 35
Debt | $ 292,940 | $ 0 | $ 0

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