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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Aug. 31, 2018 | Aug. 31, 2017 | Aug. 31, 2016
Cash flows from operating activities: |  |  |
Net income | $ 87,541 | $ 127,167 | $ 254,896
Adjustments to reconcile net income to net cash provided by operating activities: |  |  |
Depreciation and amortization | 773,704 | 760,405 | 696,752
Restructuring and related charges | 16,264 | 94,346 | 1,170
Provision for allowance for doubtful accounts | 38,030 | 10,112 | 919
Recognition of stock-based compensation expense and related charges | 90,664 | 48,544 | 58,997
Deferred income taxes | 52,705 | (63,001) | (23,155)
Other, net | (13,600) | 22,109 | 21,369
Change in operating assets and liabilities, exclusive of net assets acquired: |  |  |
Accounts receivable | (316,262) | (31,353) | 122,115
Inventories | (499,105) | (445,089) | 67,966
Prepaid expenses and other current assets | (76,602) | 19,346 | (194,337)
Other assets | (34,747) | (30,413) | (4,425)
Accounts payable, accrued expenses and other liabilities | 815,258 | 744,470 | (86,060)
Net cash provided by operating activities | 933,850 | 1,256,643 | 916,207
Cash flows used in investing activities: |  |  |
Acquisition of property, plant and equipment | (1,036,651) | (716,485) | (924,239)
Proceeds and advances from sale of property, plant and equipment | 350,291 | 175,000 | 26,031
Cash paid for business and intangible asset acquisitions, net of cash | (109,664) | (36,620) | (242,143)
Issuance of notes receivable | (6,500) | 0 | (29,380)
Other, net | 4,140 | (1,360) | (10,250)
Net cash used in investing activities | (798,384) | (579,465) | (1,179,981)
Cash flows (used in) provided by financing activities: |  |  |
Borrowings under debt agreements | 9,677,424 | 7,434,107 | 6,904,215
Payments toward debt agreements | (9,206,016) | (7,479,150) | (6,445,922)
Payments to acquire treasury stock | (450,319) | (306,640) | (148,340)
Dividends paid to stockholders | (57,833) | (59,959) | (62,436)
Net proceeds from exercise of stock options and issuance of common stock under employee stock purchase plan | 24,865 | 21,791 | 20,910
Treasury stock minimum tax withholding related to vesting of restricted stock | (22,597) | (12,268) | (10,656)
Other, net | (12,568) | (2,427) | (4,259)
Net cash (used in) provided by financing activities | (47,044) | (404,546) | 253,512
Effect of exchange rate changes on cash and cash equivalents | (20,392) | 5,228 | 8,358
Net increase (decrease) in cash and cash equivalents | 68,030 | 277,860 | (1,904)
Cash and cash equivalents at beginning of period | 1,189,919 | 912,059 | 913,963
Cash and cash equivalents at end of period | 1,257,949 | 1,189,919 | 912,059
Supplemental disclosure information: |  |  |
Interest paid, net of capitalized interest | 167,278 | 130,635 | 128,013
Income taxes paid, net of refunds received | $ 180,423 | $ 187,871 | $ 140,704

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