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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 | $ 692,843 | $ 521,571 | $ 592,198
Adjustments to reconcile net income to net cash provided by operating activities: |  |  |
Stock-based compensation | 29,918 | 36,865 | 38,577
Deferred income taxes | 16,633 | (2,693) | 9,620
Depreciation | 71,560 | 68,685 | 53,839
Amortization of intangibles | 60,120 | 56,676 | 51,457
Asset Impairments | 0 | 6,945 | 0
Observable unrealized gain on investment | (9,707) | 0 | 0
Change in operating assets and liabilities, net of acquisitions: |  |  |
(Increase) decrease in accounts receivable | (62,448) | 37,467 | (22,195)
(Increase) decrease in inventories | (67,250) | 18,940 | (31,854)
Increase in other assets | (20,765) | (27,030) | (10,918)
Decrease (increase) in other assets | 4,490 | (37,865) | (16,470)
Increase in accounts payable and other current liabilities | 46,110 | 140,598 | 9,784
Increase in deferred revenue and customer advances | 37,845 | 11,073 | 12,189
Effect of the 2017 Tax Cuts and Jobs Act | 0 | 0 | (3,229)
Decrease in other liabilities | (52,075) | (40,725) | (39,911)
Net cash provided by operating activities | 747,274 | 790,507 | 643,087
Cash flows from investing activities: |  |  |
Additions to property, plant, equipment and software capitalization | (161,266) | (172,384) | (163,823)
Asset and business acquisitions, net of cash acquired | 0 | (80,545) | 0
Investment in unaffiliated company | (1,788) | (6,143) | (8,843)
Payments for intellectual property licenses | (7,000) | 0 |
Purchases of investments | (279,660) | (25,884) | (36,951)
Maturities and sales of investments | 218,084 | 20,862 | 978,419
Net cash (used in) provided by investing activities | (231,630) | (264,094) | 768,802
Cash flows from financing activities: |  |  |
Proceeds from debt issuances | 510,000 | 315,000 | 925,670
Payments on debt | (350,000) | (640,366) | (390,482)
Payments of debt issuance costs | (8,537) | 0 | (2,932)
Proceeds from stock plans | 55,643 | 66,033 | 53,715
Purchases of treasury shares | (648,930) | (196,409) | (2,469,258)
Proceeds from derivative contracts | 3,549 | 15,240 | 10,609
Net cash used in financing activities | (438,275) | (440,502) | (1,872,678)
Effect of exchange rate changes on cash and cash equivalents | (12,830) | 15,069 | 224
Increase (decrease) in cash and cash equivalents | 64,539 | 100,980 | (460,565)
Cash and cash equivalents at beginning of period | 436,695 | 335,715 | 796,280
Cash and cash equivalents at end of period | 501,234 | 436,695 | 335,715
Supplemental cash flow information: |  |  |
Income taxes paid | 153,504 | 97,621 | 87,998
Interest paid | $ 42,408 | $ 52,103 | $ 42,843

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