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Digital finance and corporate bankruptcy risk: Evidence from China

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  • Ji, Yu
  • Shi, Lina
  • Zhang, Shunming

Abstract

This study explores the impact of digital finance on bankruptcy risk in Chinese A-share listed firms. Using the digital finance index developed by PKU-DFIIC to measure the degree of development of regional digital finance, we find that digital finance negatively affects firms' bankruptcy risk. This effect occurs by improving firms' information transparency and mitigating their financial leverage. Furthermore, we find that this negative impact is greater in small firms and in riskier firms. This study contributes to the digital finance literature by identifying the impact of digital finance on corporations at the micro level and by providing additional evidence supporting the role of digital finance as an external governance mechanism.

Suggested Citation

  • Ji, Yu & Shi, Lina & Zhang, Shunming, 2022. "Digital finance and corporate bankruptcy risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
  • Handle: RePEc:eee:pacfin:v:72:y:2022:i:c:s0927538x22000269
    DOI: 10.1016/j.pacfin.2022.101731
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    as
    1. Jonathan Chiu & Thorsten V Koeppl, 2019. "Blockchain-Based Settlement for Asset Trading," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1716-1753.
    2. Brogaard, Jonathan & Li, Dan & Xia, Ying, 2017. "Stock liquidity and default risk," Journal of Financial Economics, Elsevier, vol. 124(3), pages 486-502.
    3. Zhehao Jia & Yukun Shi & Cheng Yan & Meryem Duygun, 2020. "Bankruptcy prediction with financial systemic risk," The European Journal of Finance, Taylor & Francis Journals, vol. 26(7-8), pages 666-690, May.
    4. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    5. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    6. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    7. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    8. Song Han & Xing Zhou, 2014. "Informed Bond Trading, Corporate Yield Spreads, and Corporate Default Prediction," Management Science, INFORMS, vol. 60(3), pages 675-694, March.
    9. Fang, Vivian W. & Noe, Thomas H. & Tice, Sheri, 2009. "Stock market liquidity and firm value," Journal of Financial Economics, Elsevier, vol. 94(1), pages 150-169, October.
    10. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    11. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    12. Singhal, Rajeev & Zhu, Yun (Ellen), 2013. "Bankruptcy risk, costs and corporate diversification," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1475-1489.
    13. Caggiano, Giovanni & Calice, Pietro & Leonida, Leone, 2014. "Early warning systems and systemic banking crises in low income countries: A multinomial logit approach," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 258-269.
    14. Stolbov, Mikhail & Shchepeleva, Maria, 2020. "Systemic risk, economic policy uncertainty and firm bankruptcies: Evidence from multivariate causal inference," Research in International Business and Finance, Elsevier, vol. 52(C).
    15. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    16. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    17. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    18. Umer Iqbal & Christopher Gan & Muhammad Nadeem, 2020. "Economic policy uncertainty and firm performance," Applied Economics Letters, Taylor & Francis Journals, vol. 27(10), pages 765-770, June.
    19. Maria Demertzis & Silvia Merler & Guntram B Wolff, 2018. "Capital Markets Union and the Fintech Opportunity," Journal of Financial Regulation, Oxford University Press, vol. 4(1), pages 157-165.
    20. Boris Vallée & Yao Zeng, 2019. "Marketplace Lending: A New Banking Paradigm?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1939-1982.
    21. Dhawan, Anirudh & Ma, Liangbo & Kim, Maria H., 2020. "Effect of corporate tax avoidance activities on firm bankruptcy risk," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(2).
    22. Tan, Liang, 2013. "Creditor control rights, state of nature verification, and financial reporting conservatism," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 1-22.
    23. Tykvová, Tereza & Borell, Mariela, 2012. "Do private equity owners increase risk of financial distress and bankruptcy?," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 138-150.
    24. Carlos Carreira & Paulino Teixeira, 2016. "Entry and exit in severe recessions: lessons from the 2008–2013 Portuguese economic crisis," Small Business Economics, Springer, vol. 46(4), pages 591-617, April.
    25. Bhattacharjee Arnab & Higson Christopher & Holly Sean & Kattuman Paul, 2009. "Macroeconomic Instability and Corporate Failure: The Role of the Legal System," Review of Law & Economics, De Gruyter, vol. 5(1), pages 1-32, January.
    26. Joseph P. Byrne & Marina-Eliza Spaliara & Serafeim Tsoukas, 2016. "Firm Survival, Uncertainty, And Financial Frictions: Is There A Financial Uncertainty Accelerator?," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 375-390, January.
    27. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    28. 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.
    29. Uhrig-Homburg, Marliese, 2005. "Cash-flow shortage as an endogenous bankruptcy reason," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1509-1534, June.
    30. Baghdadi, Ghasan A. & Nguyen, Lily H.G. & Podolski, Edward J., 2020. "Board co-option and default risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    31. Lin, K.C. & Dong, Xiaobo, 2018. "Corporate social responsibility engagement of financially distressed firms and their bankruptcy likelihood," Advances in accounting, Elsevier, vol. 43(C), pages 32-45.
    32. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    33. Chatterjee, Sris & Dhillon, Upinder S. & Ramirez, Gabriel G., 1995. "Coercive tender and exchange offers in distressed high-yield debt restructurings An empirical analysis," Journal of Financial Economics, Elsevier, vol. 38(3), pages 333-360, July.
    34. Hou, Xiaohui & Gao, Zhixian & Wang, Qing, 2016. "Internet finance development and banking market discipline: Evidence from China," Journal of Financial Stability, Elsevier, vol. 22(C), pages 88-100.
    35. Daniel Bryan & Guy Dinesh Fernando & Arindam Tripathy, 2013. "Bankruptcy risk, productivity and firm strategy," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 12(4), pages 309-326, October.
    36. Patrick Macnamara, 2014. "Entry and Exit with Financial Frictions," Centre for Growth and Business Cycle Research Discussion Paper Series 193, Economics, The University of Manchester.
    37. Christina Zhu, 2019. "Big Data as a Governance Mechanism," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2021-2061.
    38. Vineet Agarwal & Richard Taffler, 2007. "Twenty‐five years of the Taffler z‐score model: Does it really have predictive ability?," Accounting and Business Research, Taylor & Francis Journals, vol. 37(4), pages 285-300.
    39. Zhang, Xuan & Ouyang, Ruolan & Liu, Ding & Xu, Liao, 2020. "Determinants of corporate default risk in China: The role of financial constraints," Economic Modelling, Elsevier, vol. 92(C), pages 87-98.
    40. Carlos Carreira & Paulino Teixeira, 2016. "Entry and exit in severe recessions: lessons from the 2008–2013 Portuguese economic crisis," Small Business Economics, Springer, vol. 46(4), pages 591-617, April.
    41. Eliezer Fich & Steve Slezak, 2008. "Can corporate governance save distressed firms from bankruptcy? An empirical analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 225-251, February.
    42. In Joon Kim & Krishna Ramaswamy & Suresh Sundaresan, 1993. "Does Default Risk in Coupons Affect the Valuation of Corporate Bonds?: A Contingent Claims Model," Financial Management, Financial Management Association, vol. 22(3), Fall.
    43. Norden, Lars & Silva Buston, Consuelo & Wagner, Wolf, 2014. "Financial innovation and bank behavior: Evidence from credit markets," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 130-145.
    44. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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