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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2022 | Dec. 31, 2021 | Dec. 31, 2020
Cash flows from operating activities |  |  |
Net income | $ 1,449.6 | $ 3,098.5 | $ 2,523.3
Adjustments to reconcile net income to net cash provided by operating activities |  |  |
Depreciation, amortization and impairment of property, equipment and software | 225.7 | 204.8 | 189.6
Amortization and impairment of acquisition-related assets and retention arrangements | 420.1 | 0.0 | 0.0
Fair value remeasurement of contingent consideration liability | (161.2) | 0.0 | 0.0
Stock-based compensation expense | 285.4 | 274.6 | 246.2
Net gains recognized on other investments | 210.6 | (122.5) | (189.6)
Net investments in sponsored investment products used to economically hedge supplemental savings plan liability | (18.8) | (85.7) | (142.9)
Net change in securities held by consolidated sponsored investment products | 87.9 | 14.9 | (798.8)
Other changes in assets and liabilities | (139.9) | 67.4 | 91.1
Net cash provided by operating activities | 2,359.4 | 3,452.0 | 1,918.9
Cash flows from investing activities |  |  |
Purchases of sponsored investment products | (55.1) | (48.0) | (272.4)
Dispositions of sponsored investment products | 263.6 | 1,625.8 | 454.1
Net cash of sponsored investment products on consolidation (deconsolidation) | (8.7) | (16.9) | (53.9)
Additions to property and equipment | (237.6) | (239.1) | (214.6)
Acquisition, net of cash acquired | 0.0 | (2,450.8) | 0.0
Other investing activity | (3.7) | 30.9 | 50.5
Net cash used in investing activities | (41.5) | (1,098.1) | (36.3)
Cash flows from financing activities |  |  |
Repurchases of common stock | (849.8) | (1,138.5) | (1,201.9)
Common share issuances under stock-based compensation plans | (36.2) | (81.6) | 3.9
Dividends paid to common stock and equity-award holders | (1,107.4) | (1,701.9) | (845.8)
Net distributions to non-controlling interests in consolidated entities | (35.1) | 0.0 | 0.0
Net subscriptions (redemptions) from redeemable non-controlling interest holders | (48.4) | (66.8) | 557.5
Net cash used in financing activities | (2,076.9) | (2,988.8) | (1,486.3)
Effect of exchange rate changes on cash and cash equivalents of consolidated sponsored investment products | 9.5 | 2.6 | 1.9
Net change in cash and cash equivalents during period | 250.5 | (632.3) | 398.2
Cash and cash equivalents at beginning of year | 1,624.2 | 2,256.5 | 1,858.3
Cash and cash equivalents at end of year | $ 1,874.7 | $ 1,624.2 | $ 2,256.5

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