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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2018 | Dec. 31, 2017 | Dec. 31, 2016
Operating activities: |  |  |
Net income | $ 641.8 | $ 621.0 | $ 309.1
Adjustments to reconcile net income to net cash provided by operating activities: |  |  |
Depreciation and amortization expense | 215.2 | 218.4 | 222.0
Impairment of long-lived assets | 37.0 | 4.2 | 52.4
Provision for uncollectible accounts | 7.4 | 6.7 | 5.2
Deferred income tax benefit | (9.1) | (192.6) | (0.5)
Gain on sales of property, plant and equipment | (18.8) | (9.5) | (1.2)
Stock-based compensation expense | 45.5 | 33.4 | 24.4
Other | 12.3 | 7.7 | 7.7
Changes in operating assets and liabilities (excluding effect of businesses acquired): |  |  |
Accounts receivable | (153.3) | (126.4) | (36.4)
Inventories | (88.8) | (186.6) | (30.4)
Prepaid expenses and other assets | (14.0) | (11.5) | 26.7
Accounts payable and other liabilities | (10.6) | 34.2 | 47.5
Net cash provided by operating activities | 664.6 | 399.0 | 626.5
Investing activities: |  |  |
Purchases of property, plant and equipment | (239.9) | (161.6) | (154.9)
Acquisitions, net of cash acquired | (77.6) | (37.8) | (348.7)
Proceeds from sales of property, plant and equipment | 29.2 | 27.6 | 8.9
Other | 7.3 | (7.6) | (10.4)
Net cash used in investing activities | (281.0) | (179.4) | (505.1)
Financing activities: |  |  |
Net short-term debt (repayments) borrowings | (48.4) | 8.4 | (12.6)
Proceeds from long-term debt borrowings | 1,518.7 | 875.0 | 2,073.0
Principal payments on long-term debt | (1,192.2) | (915.3) | (2,061.4)
Dividends and dividend equivalents paid | (145.3) | (132.0) | (120.4)
Exercise of stock options | 2.8 | 5.2 | 37.5
Share repurchases | (484.9) | (25.0) |
Noncontrolling interest purchased | (29.0) |  |
Other | (25.6) | (14.4) | (16.3)
Net cash used in financing activities | (403.9) | (198.1) | (100.2)
Effect of exchange rate changes on cash and cash equivalents | (5.9) | 10.1 | (2.7)
(Decrease) increase in cash and cash equivalents | (26.2) | 31.6 | 18.5
Cash and cash equivalents at beginning of year | 154.4 | 122.8 | 104.3
Cash and cash equivalents at end of year | 128.2 | 154.4 | 122.8
Supplemental cash flow information: |  |  |
Interest paid during the year | 84.0 | 72.5 | 81.4
Income taxes paid during the year, net | 228.5 | $ 171.1 | 95.1
Non-cash investing and financing activities: |  |  |
Debt assumed in connection with acquisitions | $ 25.9 |  | $ 6.1

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- Definition Amount of cash inflow from exercise of stock options granted under share-based compensation arrangement. + References Reference 1: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 230 -SubTopic 10 -Section 45 -Paragraph 14 -Subparagraph (a) -URI http://asc.fasb.org/extlink&oid=98514028&loc=d3e3255-108585 Reference 2: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 718 -SubTopic 10 -Section 50 -Paragraph 2A -Subparagraph (a) -URI http://asc.fasb.org/extlink&oid=96867065&loc=SL79508275-113901 + Details
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- Definition The consolidated profit or loss for the period, net of income taxes, including the portion attributable to the noncontrolling interest. + References Reference 1: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 810 -SubTopic 10 -Section 55 -Paragraph 4K -URI http://asc.fasb.org/extlink&oid=84234705&loc=SL4591552-111686 Reference 2: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 810 -SubTopic 10 -Section 45 -Paragraph 19 -URI http://asc.fasb.org/extlink&oid=96868048&loc=SL4569616-111683 Reference 3: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 810 -SubTopic 10 -Section 50 -Paragraph 1A -Subparagraph (c)(1) -URI http://asc.fasb.org/extlink&oid=84161450&loc=SL4573702-111684 Reference 4: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 810 -SubTopic 10 -Section 55 -Paragraph 4J -URI http://asc.fasb.org/extlink&oid=84234705&loc=SL4591551-111686 Reference 5: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 810 -SubTopic 10 -Section 50 -Paragraph 1A -Subparagraph (a)(2) -URI http://asc.fasb.org/extlink&oid=84161450&loc=SL4573702-111684 + Details
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- Definition The cash outflow for debt initially having maturity due after one year or beyond the normal operating cycle, if longer. + References Reference 1: http://www.xbrl.org/2003/role/presentationRef -Publisher FASB -Name Accounting Standards Codification -Topic 230 -SubTopic 10 -Section 45 -Paragraph 15 -Subparagraph (b) -URI http://asc.fasb.org/extlink&oid=98514028&loc=d3e3291-108585 + Details
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