Condensed Consolidated Statements of Cash Flows - USD ($) $ in Thousands	9 Months Ended
Sep. 30, 2020	Sep. 30, 2019
Operating activities
Net income (loss)	$ (28,864)	$ 9,393
Adjustments to reconcile net income (loss) to cash used in operating activities:
Depreciation and amortization	141,167	98,396
Bad debt expense	8,049	3,615
Equity in (earnings) losses of affiliates, net of dividends	(228)	2,894
(Gain) loss on sales of Rail Group assets and related leases, net	(175)	(1,515)
Gain (Loss) on Disposition of Assets	(862)	101
Stock-based compensation expense	7,742	11,637
Deferred federal income tax	21,917	(11,671)
Inventory write down	10,933	0
Asset impairment	0	3,081
Other	4,141	3,637
Changes in operating assets and liabilities:
Accounts receivable	(1,952)	4,879
Inventories	400,262	405,620
Commodity derivatives	(2,574)	29,942
Other assets	(34,343)	18,782
Payables and other accrued expenses	(329,422)	(259,166)
Net cash provided by operating activities	195,791	319,625
Investing Activities
Acquisition of business, net of cash acquired	0	(149,622)
Purchases of Rail Group assets	(26,258)	(68,441)
Proceeds from sale of Rail Group assets	7,774	9,182
Purchases of property, plant and equipment and capitalized software	(59,414)	(125,351)
Proceeds from sale of assets	8,121	851
Proceeds from sale of business	2,467	0
Purchase of investments	(2,849)	(1,490)
Net cash used in investing activities	(70,159)	(334,871)
Financing Activities
Net change in short-term borrowings	(44,183)	(286,462)
Proceeds from issuance of long-term debt	213,906	811,698
Payments of long-term debt	(310,694)	(493,886)
Contributions from noncontrolling interest owner	6,493	4,714
Distributions to noncontrolling interest owner	(10,322)	0
Payments of debt issuance costs	(250)	(5,649)
Dividends paid	(17,234)	(16,571)
Other	(4,143)	(1,587)
Net cash provided by (used in) financing activities	(166,427)	12,257
Effect of exchange rates on cash, cash equivalents and restricted cash	(407)	1,695
Decrease in cash, cash equivalents and restricted cash	(41,202)	(1,294)
Cash, cash equivalents and restricted cash at beginning of period	54,895	22,593
Cash, cash equivalents and restricted cash at end of period	$ 13,693	$ 21,299

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Amount of expense (reversal of expense) for expected credit loss on accounts receivable.

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