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How fintech impacts pre‐ and post‐loan risk in Chinese commercial banks

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  • Ailian Zhang
  • Shuyao Wang
  • Bai Liu
  • Pei Liu

Abstract

Due to information asymmetry in the lending market, credit activities inevitably cause pre‐ and post‐loan risk in banks. To explore whether these risks can be alleviated by fintech and study its specific mechanism from the perspective of managers, we investigate on a sample from the establishment of fintech subsidiaries in Chinese commercial banks during 2014–2018. The results show that fintech can alleviate pre‐loan risk associated with credit activities, and this negative effect is more pronounced in banks with higher level of managerial ownership. As the control of post‐loan risk is more dependent on the regulators, fintech in banks has no significant effect on reducing post‐loan risk associated with credit activities. This paper adds empirical evidence on the role of fintech in banks.

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  • Ailian Zhang & Shuyao Wang & Bai Liu & Pei Liu, 2022. "How fintech impacts pre‐ and post‐loan risk in Chinese commercial banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2514-2529, April.
    • Handle: RePEc:wly:ijfiec:v:27:y:2022:i:2:p:2514-2529
    DOI: 10.1002/ijfe.2284
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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. Mateut, Simona & Bougheas, Spiros & Mizen, Paul, 2006. "Trade credit, bank lending and monetary policy transmission," European Economic Review, Elsevier, vol. 50(3), pages 603-629, April.
    3. Gabriel Jiménez & Jesús Saurina, 2006. "Credit Cycles, Credit Risk, and Prudential Regulation," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
    4. Calomiris, Charles W. & Carlson, Mark, 2016. "Corporate governance and risk management at unprotected banks: National banks in the 1890s," Journal of Financial Economics, Elsevier, vol. 119(3), pages 512-532.
    5. Avery, Robert B. & Berger, Allen N., 1991. "Loan commitments and bank risk exposure," Journal of Banking & Finance, Elsevier, vol. 15(1), pages 173-192, February.
    6. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    7. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    8. Firth, Michael & Lin, Chen & Wong, Sonia M.L., 2008. "Leverage and investment under a state-owned bank lending environment: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 642-653, December.
    9. Goddard, John & McKillop, Donal & Wilson, John O.S., 2008. "The diversification and financial performance of US credit unions," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1836-1849, September.
    10. 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.
    11. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    12. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    13. Emilia Peni & Sami Vähämaa, 2012. "Did Good Corporate Governance Improve Bank Performance during the Financial Crisis?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 19-35, April.
    14. Fonseca, Ana Rosa & González, Francisco, 2008. "Cross-country determinants of bank income smoothing by managing loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 217-228, February.
    15. Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
    16. Nilsen, Jeffrey H, 2002. "Trade Credit and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 226-253, February.
    17. Chih-Ching Yang, 2017. "Reduction of non-performing loans in the banking industry: an application of data envelopment analysis," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(5), pages 833-851, September.
    18. Zhang, Dayong & Cai, Jing & Dickinson, David G. & Kutan, Ali M., 2016. "Non-performing loans, moral hazard and regulation of the Chinese commercial banking system," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 48-60.
    19. Simeon Vosen & Torsten Schmidt, 2011. "Forecasting private consumption: survey‐based indicators vs. Google trends," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 30(6), pages 565-578, September.
    20. Simona Mateut, 2005. "Trade Credit and Monetary Policy Transmission," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 655-670, September.
    21. 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.
    22. Piyadasa Edirisuriya & Abeyratna Gunasekarage & Michael Dempsey, 2015. "Australian Specific Bank Features and the Impact of Income Diversification on Bank Performance and Risk," Australian Economic Papers, Wiley Blackwell, vol. 54(2), pages 63-87, June.
    23. Christian Haddad & Lars Hornuf, 2019. "The emergence of the global fintech market: economic and technological determinants," Small Business Economics, Springer, vol. 53(1), pages 81-105, June.
    24. Sarah Sanya & Simon Wolfe, 2011. "Can Banks in Emerging Economies Benefit from Revenue Diversification?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 79-101, October.
    25. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    26. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    27. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    28. Lin William Cong & Zhiguo He, 2019. "Blockchain Disruption and Smart Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1754-1797.
    29. Pérez-Martín, A. & Pérez-Torregrosa, A. & Vaca, M., 2018. "Big Data techniques to measure credit banking risk in home equity loans," Journal of Business Research, Elsevier, vol. 89(C), pages 448-454.
    30. Lakshmi Balasubramanyan & James B. Thomson & Saeed Zaman, 2017. "Evidence of Forward-Looking Loan Loss Provisioning with Credit Market Information," Journal of Financial Services Research, Springer;Western Finance Association, vol. 52(3), pages 191-223, December.
    31. Kim, Yongtae & Li, Haidan & Li, Siqi, 2014. "Corporate social responsibility and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 1-13.
    32. Chen, Hsiao-Jung & Lin, Kuan-Ting, 2016. "How do banks make the trade-offs among risks? The role of corporate governance," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 39-69.
    33. Beck, Paul J. & Narayanamoorthy, Ganapathi S., 2013. "Did the SEC impact banks' loan loss reserve policies and their informativeness?," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 42-65.
    34. El Sood, Heba Abou, 2012. "Loan loss provisioning and income smoothing in US banks pre and post the financial crisis," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 64-72.
    35. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
    36. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    37. Lu, Zhengfei & Zhu, Jigao & Zhang, Weining, 2012. "Bank discrimination, holding bank ownership, and economic consequences: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 341-354.
    38. Zhang, Ailian & Wang, Shuyao & Liu, Bai & Fu, Jingyuan, 2020. "How government regulation of interbank financing impacts risk for Chinese commercial banks," Journal of Asian Economics, Elsevier, vol. 66(C).
    39. Rogers, Kevin & SinkeyJr., Joseph F., 1999. "An analysis of nontraditional activities at U.S. commercial banks," Review of Financial Economics, Elsevier, vol. 8(1), pages 25-39, June.
    40. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    41. Yong Tan, 2018. "The Impacts of Competition and Risk on Profitability in Chinese Banking: Evidence from Boone Indicator and Stability Inefficiency," Annals of Economics and Finance, Society for AEF, vol. 19(2), pages 523-554, November.
    42. Vithessonthi, Chaiporn, 2016. "Deflation, bank credit growth, and non-performing loans: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 295-305.
    43. Dell'Ariccia, Giovanni & Marquez, Robert, 2004. "Information and bank credit allocation," Journal of Financial Economics, Elsevier, vol. 72(1), pages 185-214, April.
    44. Kevin Rogers & Joseph F. Sinkey, 1999. "An analysis of nontraditional activities at U.S. commercial banks," Review of Financial Economics, John Wiley & Sons, vol. 8(1), pages 25-39.
    45. 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.
    46. Hyun Song Shin, 2012. "Global Banking Glut and Loan Risk Premium," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(2), pages 155-192, July.
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    8. Fang, Yi & Wang, Qi & Wang, Fan & Zhao, Yang, 2023. "Bank fintech, liquidity creation, and risk-taking: Evidence from China," Economic Modelling, Elsevier, vol. 127(C).

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