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Corruption‐induced bank nonperforming loans

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  • Yunqing Tao
  • Yongwei Ye
  • Wanyue Hou

Abstract

By introducing China's anticorruption movement, we establish the causal effect of corruption on nonperforming loans (NPLs). Through manual collection of all publicly available bank data and difference‐in‐differences (DID) regression analysis, the results show that the anticorruption movement significantly reduces NPLs, indicating that corruption leads to NPLs. In addition, the anticorruption movement is more effective in reducing NPLs for banks with higher risks, suggesting the existence of risk prevention mechanisms. Finally, our main conclusions are more pronounced in state‐owned commercial banks, banks located in regions with strong legal environment, and unlisted banks. Overall, this paper argues that corruption is also a factor leading to NPLs and provides solid empirical evidence for the anticorruption movement to reduce NPLs in China.

Suggested Citation

  • Yunqing Tao & Yongwei Ye & Wanyue Hou, 2025. "Corruption‐induced bank nonperforming loans," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(4), pages 2014-2028, June.
    • Handle: RePEc:wly:mgtdec:v:46:y:2025:i:4:p:2014-2028
    DOI: 10.1002/mde.3976
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    References listed on IDEAS

    as
    1. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    2. Zhi Lin & Xiaoyong Lu, 2023. "Bank credit and corporate innovation investment: The role of government risk sharing," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(5), pages 2615-2625, July.
    3. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    4. Eric Osei-Assibey & Joseph Kwadwo Asenso, 2015. "Regulatory capital and its effect on credit growth, non-performing loans and bank efficiency," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 7(4), pages 401-420, November.
    5. Fudenberg, Drew & Tirole, Jean, 1995. "A Theory of Income and Dividend Smoothing Based on Incumbency Rents," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 75-93, February.
    6. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    7. Balboa, Marina & López-Espinosa, Germán & Rubia, Antonio, 2013. "Nonlinear dynamics in discretionary accruals: An analysis of bank loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5186-5207.
    8. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    9. Khemaies Bougatef, 2015. "The impact of corruption on the soundness of Islamic banks," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 15(4), pages 283-295, December.
    10. Chong-en Bai & Chang-Tai Hsieh & Zheng Song, 2020. "Special Deals with Chinese Characteristics," NBER Macroeconomics Annual, University of Chicago Press, vol. 34(1), pages 341-379.
    11. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    12. Rajeev Goel & Iftekhar Hasan, 2011. "Economy-wide corruption and bad loans in banking: international evidence," Applied Financial Economics, Taylor & Francis Journals, vol. 21(7), pages 455-461.
    13. Kong, Dongmin & Tao, Yunqing & Wang, Yanan, 2020. "China's anti-corruption campaign and firm productivity: Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 63(C).
    14. Siwei Wang & Xin Li & Zibiao Li & Yongwei Ye, 2023. "The effects of government support on enterprises' digital transformation: Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(5), pages 2520-2539, July.
    15. Park, Junghee, 2012. "Corruption, soundness of the banking sector, and economic growth: A cross-country study," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 907-929.
    16. Mo, Pak Hung, 2001. "Corruption and Economic Growth," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 66-79, March.
    17. Yu Li & Feng Ma & Yaojie Zhang & Zuoping Xiao, 2019. "Economic policy uncertainty and the Chinese stock market volatility: new evidence," Applied Economics, Taylor & Francis Journals, vol. 51(49), pages 5398-5410, October.
    18. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    19. Dang, Dandan & Fang, Hongsheng & He, Minyuan, 2019. "Economic policy uncertainty, tax quotas and corporate tax burden: Evidence from China," China Economic Review, Elsevier, vol. 56(C), pages 1-1.
    20. Xiaoyong Xiao & Qingsong Tian & Shuxia Hou & Chongguang Li, 2019. "Economic policy uncertainty and grain futures price volatility: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(4), pages 642-654, August.
    21. Chen, Yunling & Liu, Ming & Su, Jun, 2013. "Greasing the wheels of bank lending: Evidence from private firms in China," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2533-2545.
    22. Eric Osei-Assibey & Joseph Kwadwo Asenso, 2015. "Regulatory capital and its effect on credit growth, non-performing loans and bank efficiency," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 7(4), pages 401-420, November.
    23. DeFond, Mark L. & Park, Chul W., 1997. "Smoothing income in anticipation of future earnings," Journal of Accounting and Economics, Elsevier, vol. 23(2), pages 115-139, July.
    24. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    25. Haoyuan Ding & Hanming Fang & Shu Lin & Kang Shi, 2020. "Equilibrium Consequences of Corruption on Firms: Evidence from China’s Anti-Corruption Campaign," NBER Working Papers 26656, National Bureau of Economic Research, Inc.
    26. Allen Berger & Robert DeYoung & Mark Flannery & David Lee & Özde Öztekin, 2008. "How Do Large Banking Organizations Manage Their Capital Ratios?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 123-149, December.
    27. Hu, Juncheng & Li, Xiaorong & Duncan, Keith & Xu, Jia, 2020. "Corporate relationship spending and stock price crash risk: Evidence from China's anti-corruption campaign," Journal of Banking & Finance, Elsevier, vol. 113(C).
    28. Beatrice Sarpong‐Danquah & Michael Adusei & Joseph Magnus Frimpong, 2023. "The capital structure–firm performance nexus: The role of judicial efficiency," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(3), pages 1585-1600, April.
    29. Fu, Tong & Chang, Dongfeng & Miao, Chenglin, 2022. "Fuel regulation in a developing country: An interventional perspective," Energy Economics, Elsevier, vol. 113(C).
    30. Qihang Xue & Huimin Wang & Caiquan Bai, 2023. "Local green finance policies and corporate ESG performance," International Review of Finance, International Review of Finance Ltd., vol. 23(4), pages 721-749, December.
    31. Cull, Robert & Xu, Lixin Colin, 2003. "Who gets credit? The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises," Journal of Development Economics, Elsevier, vol. 71(2), pages 533-559, August.
    32. Fu, Tong & Jian, Ze, 2021. "Corruption pays off: How environmental regulations promote corporate innovation in a developing country," Ecological Economics, Elsevier, vol. 183(C).
    33. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    34. Xiaoyong Xiao & Qingsong Tian & Shuxia Hou & Chongguang Li, 2019. "Economic policy uncertainty and grain futures price volatility: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(4), pages 642-654, August.
    35. Tao, Yunqing, 2020. "China’s anti-corruption campaign and bank loan loss provisions: Evidence from a quasi-natural experiment," Economics Letters, Elsevier, vol. 196(C).
    36. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    37. Kopecky, Kenneth J. & VanHoose, David, 2006. "Capital regulation, heterogeneous monitoring costs, and aggregate loan quality," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2235-2255, August.
    38. Yin, Zhichao & Qiu, Mei & Gan, Li, 2019. "Information contents of collateral under heterogeneous borrower qualities on the bank loans market in China," China Economic Review, Elsevier, vol. 57(C).
    39. Hung, Chi-Hsiou D. & Jiang, Yuxiang & Liu, Frank Hong & Tu, Hong & Wang, Senyu, 2017. "Bank political connections and performance in China," Journal of Financial Stability, Elsevier, vol. 32(C), pages 57-69.
    40. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    41. Hao, Zhuoqun & Liu, Yu & Zhang, Jinfan & Zhao, Xiaoxue, 2020. "Political connection, corporate philanthropy and efficiency: Evidence from China’s anti-corruption campaign," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 688-708.
    42. Chen, Hung-Kun & Liao, Yin-Chi & Lin, Chih-Yung & Yen, Ju-Fang, 2018. "The effect of the political connections of government bank CEOs on bank performance during the financial crisis," Journal of Financial Stability, Elsevier, vol. 36(C), pages 130-143.
    43. Ashraf, Badar Nadeem & Shen, Yinjie, 2019. "Economic policy uncertainty and banks’ loan pricing," Journal of Financial Stability, Elsevier, vol. 44(C).
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