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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2020 | Dec. 31, 2019 | Dec. 31, 2018
Operating activities: |  |  |
Net income | $ 372.4 | $ 706.1 | $ 641.8
Adjustments to reconcile net income to net cash provided by operating activities: |  |  |
Depreciation and amortization expense | 227.3 | 219.3 | 215.2
Impairment of long-lived assets | 108.0 | 1.2 | 37.0
Provision for credit losses | 5.8 | 3.4 | 7.4
Deferred income tax (benefit) provision | (13.7) | 32.5 | (9.1)
Gain on sales of property, plant and equipment | (2.6) | (1.0) | (18.8)
Stock-based compensation expense | 42.2 | 51.2 | 45.5
Postretirement benefit plan settlement expense | 19.4 |  |
Other | 13.9 | 9.5 | 12.3
Changes in operating assets and liabilities (excluding effect of businesses acquired): |  |  |
Accounts receivable | 136.8 | 178.1 | (153.3)
Inventories | 227.5 | 211.8 | (88.8)
Prepaid expenses and other assets | 79.4 | 31.9 | (14.0)
Accounts payable and other liabilities | (43.4) | (142.5) | (10.6)
Net cash provided by operating activities | 1,173.0 | 1,301.5 | 664.6
Investing activities: |  |  |
Purchases of property, plant and equipment | (172.0) | (242.2) | (239.9)
Acquisitions, net of cash acquired | (6.9) | (177.8) | (77.6)
Proceeds from sales of property, plant and equipment | 6.7 | 8.0 | 29.2
Other | (16.2) | (7.1) | 7.3
Net cash used in investing activities | (188.4) | (419.1) | (281.0)
Financing activities: |  |  |
Net short-term debt borrowings (repayments) | 0.7 | (0.3) | (48.4)
Proceeds from long-term debt borrowings | 1,673.5 | 971.0 | 1,518.7
Principal payments on long-term debt | (1,615.4) | (1,588.6) | (1,192.2)
Debt issuance costs | (6.4) |  |
Dividends and dividend equivalents paid | (164.1) | (151.3) | (145.3)
Share repurchases | (337.3) | (50.0) | (484.9)
Noncontrolling interest purchased | (8.0) | (0.4) | (29.0)
Other | (26.0) | (21.0) | (22.8)
Net cash used in financing activities | (483.0) | (840.6) | (403.9)
Effect of exchange rate changes on cash and cash equivalents | 7.6 | 4.3 | (5.9)
Increase (decrease) in cash and cash equivalents | 509.2 | 46.1 | (26.2)
Cash and cash equivalents at beginning of year | 174.3 | 128.2 | 154.4
Cash and cash equivalents at end of year | 683.5 | 174.3 | 128.2
Supplemental cash flow information: |  |  |
Interest paid during the year | 52.6 | 83.0 | 84.0
Income taxes paid during the year, net | $ 87.5 | $ 214.3 | 228.5
Non-cash investing and financing activities: |  |  |
Debt assumed in connection with acquisitions |  |  | $ 25.9

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