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Trade credit provision and stock price crash risk

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  • Wang, Meng
  • Goodell, John W.
  • Huang, Wei
  • Jiang, Ying

Abstract

We investigate the influence of trade-credit provision on stock-price crash risk in an emerging-market setting. Using a sample of Chinese listed firms, we find that trade credit provision significantly increases stock-price crash risk. Results are economically significant and robust to different measures of crash risk, alternative trade-credit calculations, and multiple model specifications. We interpret our results that, in China, an emerging market with a less developed credit environment, trade credit provision increases stock-price crash risk particularly through an information channel, this link being heightened when firm information asymmetry is more severe. We contribute to the relatively little research on how extension of credit by firms impacts their financial stability. Findings should be of great interest to scholars interested in the role of information disclosure in emerging financial markets; as well as to investors and regulators concerned about stock-price crash risk.

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  • Wang, Meng & Goodell, John W. & Huang, Wei & Jiang, Ying, 2023. "Trade credit provision and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 90(C).
    • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004246
    DOI: 10.1016/j.irfa.2023.102908
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    as
    1. Porter, Michael E, 1974. "Consumer Behavior, Retailer Power and Market Performance in Consumer Goods Industries," The Review of Economics and Statistics, MIT Press, vol. 56(4), pages 419-436, November.
    2. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    3. Campbell, John Y. & Hentschel, Ludger, 1992. "No news is good news *1: An asymmetric model of changing volatility in stock returns," Journal of Financial Economics, Elsevier, vol. 31(3), pages 281-318, June.
    4. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    5. Hollis Ashbaugh‐Skaife & Daniel W. Collins & William R. Kinney Jr & Ryan Lafond, 2009. "The Effect of SOX Internal Control Deficiencies on Firm Risk and Cost of Equity," Journal of Accounting Research, Wiley Blackwell, vol. 47(1), pages 1-43, March.
    6. Williamson, Oliver E, 1979. "Transaction-Cost Economics: The Governance of Contractural Relations," Journal of Law and Economics, University of Chicago Press, vol. 22(2), pages 233-261, October.
    7. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    8. Harrison Hong & Jeremy C. Stein, 2003. "Differences of Opinion, Short-Sales Constraints, and Market Crashes," The Review of Financial Studies, Society for Financial Studies, vol. 16(2), pages 487-525.
    9. Fabbri, Daniela & Menichini, Anna Maria C., 2010. "Trade credit, collateral liquidation, and borrowing constraints," Journal of Financial Economics, Elsevier, vol. 96(3), pages 413-432, June.
    10. Raymond Fisman & Mayank Raturi, 2004. "Does Competition Encourage Credit Provision? Evidence from African Trade Credit Relationships," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 345-352, February.
    11. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    12. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    13. Atif Mian & Amir Sufi, 2018. "Finance and Business Cycles: The Credit-Driven Household Demand Channel," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 31-58, Summer.
    14. Wu, Wenfeng & Rui, Oliver M. & Wu, Chongfeng, 2012. "Trade credit, cash holdings, and financial deepening: Evidence from a transitional economy," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 2868-2883.
    15. Chen, Yunsen & Xie, Yuan & You, Hong & Zhang, Yanan, 2018. "Does crackdown on corruption reduce stock price crash risk? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 125-141.
    16. Hoechle, Daniel & Schmid, Markus & Walter, Ingo & Yermack, David, 2012. "How much of the diversification discount can be explained by poor corporate governance?," Journal of Financial Economics, Elsevier, vol. 103(1), pages 41-60.
    17. Cull, Robert & Xu, Lixin Colin & Zhu, Tian, 2009. "Formal finance and trade credit during China's transition," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 173-192, April.
    18. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    19. Stewart C. Myers & Raghuram G. Rajan, 1998. "The Paradox of Liquidity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 733-771.
    20. Ferrando, Annalisa & Mulier, Klaas, 2013. "Do firms use the trade credit channel to manage growth?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3035-3046.
    21. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    22. Jeong†Bon Kim & Liandong Zhang, 2016. "Accounting Conservatism and Stock Price Crash Risk: Firm†level Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 412-441, March.
    23. Jun Chen & Kam C. Chan & Wang Dong & Feida (Frank) Zhang, 2017. "Internal Control and Stock Price Crash Risk: Evidence from China," European Accounting Review, Taylor & Francis Journals, vol. 26(1), pages 125-152, January.
    24. Mian, Shehzad L & Smith, Clifford W, Jr, 1992. "Accounts Receivable Management Policy: Theory and Evidence," Journal of Finance, American Finance Association, vol. 47(1), pages 169-200, March.
    25. Xu, Nianhang & Li, Xiaorong & Yuan, Qingbo & Chan, Kam C., 2014. "Excess perks and stock price crash risk: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 419-434.
    26. Box, Travis & Davis, Ryan & Hill, Matthew & Lawrey, Chris, 2018. "Operating performance and aggressive trade credit policies," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 192-208.
    27. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    28. Lian, Yili, 2017. "Financial distress and customer-supplier relationships," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 397-406.
    29. Raghuram Rajan & Henri Servaes & Luigi Zingales, 2000. "The Cost of Diversity: The Diversification Discount and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(1), pages 35-80, February.
    30. Caballero, Ricardo J. & Krishnamurthy, Arvind, 2006. "Bubbles and capital flow volatility: Causes and risk management," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 35-53, January.
    31. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    32. Matthew Baron & Wei Xiong, 2017. "Credit Expansion and Neglected Crash Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 713-764.
    33. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    34. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2020. "Suppliers' listing status and trade credit provision," Journal of Corporate Finance, Elsevier, vol. 60(C).
    35. Raymond Fisman & Inessa Love, 2003. "Trade Credit, Financial Intermediary Development, and Industry Growth," Journal of Finance, American Finance Association, vol. 58(1), pages 353-374, February.
    36. Li, Xiaorong & Chan, Kam C., 2016. "Communist party control and stock price crash risk: Evidence from China," Economics Letters, Elsevier, vol. 141(C), pages 5-7.
    37. Aktas, Nihat & Bodt, Eric de & Lobez, Frédéric & Statnik, Jean-Christophe, 2012. "The information content of trade credit," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1402-1413.
    38. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    39. J. Stephen Ferris, 1981. "A Transactions Theory of Trade Credit Use," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(2), pages 243-270.
    40. Dimson, Elroy, 1979. "Risk measurement when shares are subject to infrequent trading," Journal of Financial Economics, Elsevier, vol. 7(2), pages 197-226, June.
    41. Opler, Tim C & Titman, Sheridan, 1994. "Financial Distress and Corporate Performance," Journal of Finance, American Finance Association, vol. 49(3), pages 1015-1040, July.
    42. Albuquerque, Rui & Ramadorai, Tarun & Watugala, Sumudu W., 2015. "Trade credit and cross-country predictable firm returns," Journal of Financial Economics, Elsevier, vol. 115(3), pages 592-613.
    43. Leora Klapper & Luc Laeven & Raghuram Rajan, 2012. "Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 838-867.
    44. El Ghoul, Sadok & Zheng, Xiaolan, 2016. "Trade credit provision and national culture," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 475-501.
    45. David S. Scharfstein & Jeremy C. Stein, 2000. "The Dark Side of Internal Capital Markets: Divisional Rent‐Seeking and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(6), pages 2537-2564, December.
    46. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    47. Smith, Janet Kiholm, 1987. "Trade Credit and Informational Asymmetry," Journal of Finance, American Finance Association, vol. 42(4), pages 863-872, September.
    48. Jyrki Niskanen & Mervi Niskanen, 2006. "The Determinants of Corporate Trade Credit Policies in a Bank‐dominated Financial Environment: the Case of Finnish Small Firms," European Financial Management, European Financial Management Association, vol. 12(1), pages 81-102, January.
    49. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "CFOs versus CEOs: Equity incentives and crashes," Journal of Financial Economics, Elsevier, vol. 101(3), pages 713-730, September.
    50. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    51. Kim, Jeong-Bon & Li, Leye & Lu, Louise Yi & Yu, Yangxin, 2016. "Financial statement comparability and expected crash risk," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 294-312.
    52. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    53. Schwartz, Robert A., 1974. "An Economic Model of Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(4), pages 643-657, September.
    54. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2015. "Political Incentives to Suppress Negative Information: Evidence from Chinese Listed Firms," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 405-459, May.
    55. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    56. Goto, Shingo & Xiao, Gang & Xu, Yan, 2015. "As told by the supplier: Trade credit and the cross section of stock returns," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 296-309.
    57. Oliver Hart, 2001. "Financial Contracting," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1079-1100, December.
    58. Cao, Chunfang & Xia, Changyuan & Chan, Kam C., 2016. "Social trust and stock price crash risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 46(C), pages 148-165.
    59. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Short interest and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 181-194.
    60. Jean-Noël Barrot, 2016. "Trade Credit and Industry Dynamics: Evidence from Trucking Firms," Journal of Finance, American Finance Association, vol. 71(5), pages 1975-2016, October.
    61. Luo, Jin-hui & Gong, Manning & Lin, Yilong & Fang, Qifeng, 2016. "Political connections and stock price crash risk: Evidence from China," Economics Letters, Elsevier, vol. 147(C), pages 90-92.
    62. Xu, Nianhang & Jiang, Xuanyu & Chan, Kam C. & Yi, Zhihong, 2013. "Analyst coverage, optimism, and stock price crash risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 25(C), pages 217-239.
    63. Hyun A. Hong & Jeong‐Bon Kim & Michael Welker, 2017. "Divergence of Cash Flow and Voting Rights, Opacity, and Stock Price Crash Risk: International Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 55(5), pages 1167-1212, December.
    64. Altman, Edward I, 1984. "A Further Empirical Investigation of the Bankruptcy Cost Question," Journal of Finance, American Finance Association, vol. 39(4), pages 1067-1089, September.
    65. Denis, David J & Denis, Diane K & Sarin, Atulya, 1997. "Agency Problems, Equity Ownership, and Corporate Diversification," Journal of Finance, American Finance Association, vol. 52(1), pages 135-160, March.
    66. Wu, Wenfeng & Firth, Michael & Rui, Oliver M., 2014. "Trust and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 146-159.
    67. Aggarwal, Rajesh K. & Samwick, Andrew A., 2006. "Empire-builders and shirkers: Investment, firm performance, and managerial incentives," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 489-515, June.
    68. Zhang, Hongliang & Wang, Mengying & Jiang, Jie, 2017. "Investor protection and stock crash risk," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 256-266.
    69. Emery, Gary W., 1984. "A Pure Financial Explanation for Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(3), pages 271-285, September.
    70. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Religion and Stock Price Crash Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 169-195, April.
    71. Nihat Aktas & Eric De Bodt & Frédéric Lobez & Jean-Christophe Statnik, 2012. "The information content of trade credit," Post-Print hal-04410361, HAL.
    72. Ge, Ying & Qiu, Jiaping, 2007. "Financial development, bank discrimination and trade credit," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 513-530, February.
    73. Yuan, Rongli & Sun, Jian & Cao, Feng, 2016. "Directors' and officers' liability insurance and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 173-192.
    74. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    75. Li, Xiaorong & Wang, Steven Shuye & Wang, Xue, 2017. "Trust and stock price crash risk: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 74-91.
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    More about this item

    Keywords

    Trade credit; Crash risk; Information asymmetry; Chinese firms;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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