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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 3 Months Ended
--- | ---
Nov. 30, 2020 | Nov. 30, 2019
Operating Activities: |  |
Net income | $ 27,817 | $ 19,709
Adjustments to reconcile net income to net cash provided by operating activities: |  |
Depreciation and amortization | 15,485 | 14,814
Allowance for doubtful accounts | 10 | (19)
Loss on sale of property and equipment | 70 | 71
Deferred income taxes | 798 | (1,234)
Equity in losses of unconsolidated affiliates | 9 | 48
Stock-based compensation | 4,075 | 3,396
Change in operating assets and liabilities: |  |
Receivables, prepaid expenses and other current assets, non-current assets, accrued salaries and benefits, deferred membership income and other accruals | (8,907) | (9,762)
Merchandise inventories | (63,669) | (56,799)
Accounts payable | 6,539 | 45,880
Net cash provided by (used in) operating activities | (17,773) | 16,104
Investing Activities: |  |
Additions to property and equipment | (21,171) | (37,582)
Purchases of short-term investments | (32,121) | (10,184)
Proceeds from settlements of short-term investments | 4,433 | 2,066
Purchases of long-term investments | (1,478) |
Proceeds from disposal of property and equipment | 27 | 13
Net cash used in investing activities | (50,310) | (45,687)
Financing Activities: |  |
Proceeds from long-term bank borrowings |  | 25,000
Repayment of long-term bank borrowings | (3,897) | (2,836)
Proceeds from short-term bank borrowings |  | 81,202
Repayment of short-term bank borrowings | (17,695) | (65,581)
Purchase of treasury stock | (526) | (461)
Other financing activities | (80) | 19
Net cash provided by (used in) financing activities | (22,198) | 37,343
Effect of exchange rate changes on cash and cash equivalents and restricted cash | (1,095) | 1,117
Net increase (decrease) in cash, cash equivalents | (91,376) | 8,877
Cash, cash equivalents and restricted cash at beginning of period | 303,771 | 106,236
Cash, cash equivalents and restricted cash at end of period | 212,395 | 115,113
Supplemental disclosure of noncash investing activities: |  |
Capital expenditures accrued, but not yet paid | 9,150 | 10,282
Reconciliation of cash, cash equivalents, and restricted cash: |  |
Total cash, cash equivalents, and restricted cash shown in the consolidated statements of cash flows | $ 212,395 | $ 115,113

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