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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Thousands | 9 Months Ended
--- | ---
Sep. 30, 2019 | Sep. 30, 2018
Operating Activities |  |
Net income | $ 151,790 | $ 257,110
Adjustments to reconcile net income to cash provided by operating activities: |  |
Depreciation and amortization | 311,905 | 307,551
Amortization of upfront incentive consideration | 59,825 | 57,324
Stock-based compensation expense | 51,083 | 41,445
Deferred income taxes | (26,622) | 74,263
Allowance for doubtful accounts | 16,746 | 7,433
Amortization of debt issuance costs | 2,979 | 2,988
Joint venture equity income | (1,973) | (2,455)
Dividends received from joint venture investments | 1,352 | 1,193
Loss (income) from discontinued operations | 698 | (3,217)
Loss on extinguishment of debt | 0 | 633
Debt modification costs | 0 | 1,558
Other | (699) | 5,146
Changes in operating assets and liabilities: |  |
Accounts and other receivables | (66,875) | (114,043)
Prepaid expenses and other current assets | (9,191) | 3,417
Capitalized implementation costs | (20,297) | (29,781)
Upfront incentive consideration | (64,979) | (67,697)
Other assets | 12,768 | (18,989)
Accrued compensation and related benefits | (25,873) | (31,308)
Accounts payable and other accrued liabilities | 34,888 | 234
Deferred revenue including upfront solution fees | (3,160) | 43,388
Cash provided by operating activities | 424,365 | 536,193
Investing Activities |  |
Additions to property and equipment | (92,124) | (205,664)
Other investing activities | (16,358) | 0
Cash used in investing activities | (108,482) | (205,664)
Financing Activities |  |
Cash dividends paid to common stockholders | (115,185) | (115,557)
Payments on Tax Receivable Agreement | (101,482) | (58,908)
Payments on borrowings from lenders | (87,608) | (35,483)
Repurchase of common stock | (77,636) | (26,281)
Proceeds of borrowings from lenders | 45,000 | 0
Net (payments) receipts on the settlement of equity-based awards | (5,738) | 2,758
Debt issuance and modification costs | 0 | (1,567)
Other financing activities | (8,775) | (17,371)
Cash used in financing activities | (351,424) | (252,409)
Cash Flows from Discontinued Operations |  |
Cash (used in) provided by operating activities | (2,243) | 633
Cash (used in) provided by discontinued operations | (2,243) | 633
Effect of exchange rate changes on cash and cash equivalents | 1,947 | 4,187
(Decrease) increase in cash and cash equivalents | (35,837) | 82,940
Cash and cash equivalents at beginning of period | 509,265 | 361,381
Cash and cash equivalents at end of period | $ 473,428 | $ 444,321

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