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Fintech business and shadow banking practices

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  • Shi, Chenchen
  • Xu, Lei
  • Li, Bin
  • Cao, Ruiqing

Abstract

Through a proprietary dataset of listed non-financial firms on the Shanghai and Shenzhen Stock Exchanges, we establish a negative link between financial technology (Fintech) business and shadow banking practices (SBPs). Such a link is more pronounced among firms with better access to financial resources, or higher participation in financial activities, and those in regions of higher level of intelligent transformation. We also find that enhanced information transparency, investment efficiency, and internal control underlie the link. In addition, Fintech business may help lower firms' stock price crash risk and improve their total factor productivity (TFP). Our findings remain robust after various tests.

Suggested Citation

  • Shi, Chenchen & Xu, Lei & Li, Bin & Cao, Ruiqing, 2026. "Fintech business and shadow banking practices," Pacific-Basin Finance Journal, Elsevier, vol. 95(C).
    • Handle: RePEc:eee:pacfin:v:95:y:2026:i:c:s0927538x25003361
    DOI: 10.1016/j.pacfin.2025.102999
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    1. Ailing Pan & Lei Xu & Bin Li & Runze Ling & Luyan Zheng, 2023. "The impact of supply chain finance on firm capital structure adjustment: Evidence from China," Australian Journal of Management, Australian School of Business, vol. 48(2), pages 436-462, May.
    2. Chen, Zhuo & He, Zhiguo & Liu, Chun, 2020. "The financing of local government in China: Stimulus loan wanes and shadow banking waxes," Journal of Financial Economics, Elsevier, vol. 137(1), pages 42-71.
    3. Zheng, Kaixin, 2025. "Do FinTech platforms amplify the wealth effect?," International Review of Financial Analysis, Elsevier, vol. 101(C).
    4. Stephen A. Ross, 1989. "Institutional Markets, Financial Marketing, and Financial Innovation," Journal of Finance, American Finance Association, vol. 44(3), pages 541-556, July.
    5. Christine A Parlour & Uday Rajan & Haoxiang Zhu, 2022. "When FinTech Competes for Payment Flows," The Review of Financial Studies, Society for Financial Studies, vol. 35(11), pages 4985-5024.
    6. Nicola Gennaioli & Andrei Shleifer & Robert W. Vishny, 2013. "A Model of Shadow Banking," Journal of Finance, American Finance Association, vol. 68(4), pages 1331-1363, August.
    7. 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.
    8. Zhang, Qiuyue & Que, Jiangjing & Qin, Xiuting, 2023. "Regional financial technology and shadow banking activities of non-financial firms: Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    9. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    10. Lee, Chi-Chuan & Li, Xinrui & Yu, Chin-Hsien & Zhao, Jinsong, 2021. "Does fintech innovation improve bank efficiency? Evidence from China’s banking industry," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 468-483.
    11. 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.
    12. Lei Xu & Shih-Cheng Lee & Yishu Fu, 2015. "Impacts of capital regulation and market discipline on capital ratio selection: evidence from China," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(3), pages 270-284, June.
    13. An, Ping & Yu, Mengxuan, 2018. "Neglected part of shadow banking in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 211-236.
    14. Hannan, Timothy H & McDowell, John M, 1984. "Market Concentration and the Diffusion of New Technology in the Banking Industry," The Review of Economics and Statistics, MIT Press, vol. 66(4), pages 686-691, November.
    15. Han, Xun & Aibai, Abuduwali & Xie, Xinyan, 2023. "Fiscal decentralization and shadow banking activities of non-financial enterprises," Finance Research Letters, Elsevier, vol. 54(C).
    16. Sanjiv R. Das, 2019. "The future of fintech," Financial Management, Financial Management Association International, vol. 48(4), pages 981-1007, December.
    17. Jensen, Michael C. & Meckling, William H., 2008. "Theory of the firm: managerial behavior, agency costs and ownership structure," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(2), April.
    18. Jiang, Guohua & Lee, Charles M.C. & Yue, Heng, 2010. "Tunneling through intercorporate loans: The China experience," Journal of Financial Economics, Elsevier, vol. 98(1), pages 1-20, October.
    19. 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.
    20. Chong, Terence Tai-Leung & Lu, Liping & Ongena, Steven, 2013. "Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3412-3424.
    21. Silber, William L, 1983. "The Process of Financial Innovation," American Economic Review, American Economic Association, vol. 73(2), pages 89-95, May.
    22. Lei Xu & Bin Li & Chen Ma & Jingyu Liu, 2023. "Supply chain finance and firm diversification: Evidence from China," Australian Journal of Management, Australian School of Business, vol. 48(2), pages 408-435, May.
    23. repec:bla:jfinan:v:44:y:1989:i:3:p:541-56 is not listed on IDEAS
    24. 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.
    25. Chen, S. & Doerr, S. & Frost, J. & Gambacorta, L. & Shin, H.S., 2023. "The fintech gender gap," Journal of Financial Intermediation, Elsevier, vol. 54(C).
    26. Niehans, Jurg, 1983. "Financial innovation, multinational banking, and monetary policy," Journal of Banking & Finance, Elsevier, vol. 7(4), pages 537-551, December.
    27. Ignacio González & Hector Sala, 2014. "Investment Crowding-Out and Labor Market Effects of Financialization in the US," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(5), pages 589-613, November.
    28. Kane, Edward J, 1984. "Technological and Regulatory Forces in the Developing Fusion of Financial-Services Competition," Journal of Finance, American Finance Association, vol. 39(3), pages 759-772, July.
    29. Wan, Xihong & Guo, Min & Jiang, Ping & Xu, Lei, 2025. "Government accounting reform, fiscal transparency, and local government debts: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
    30. Feng, Yongqi & Cao, Yue & Ni, Juan, 2024. "Does Fintech affect shadow banking of non-financial firms? Evidence from the entrusted loans," International Review of Financial Analysis, Elsevier, vol. 94(C).
    31. Allen, Franklin & Qian, Yiming & Tu, Guoqian & Yu, Frank, 2019. "Entrusted loans: A close look at China's shadow banking system," Journal of Financial Economics, Elsevier, vol. 133(1), pages 18-41.
    32. Wu, Long & Xu, Lei & Jiang, Ping, 2023. "State-owned venture capitals and bank loans in China," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    33. Rustom M Irani & Rajkamal Iyer & Ralf R Meisenzahl & José-Luis Peydró, 2021. "The Rise of Shadow Banking: Evidence from Capital Regulation [Securities trading by banks and credit supply: Micro-evidence from the crisis]," The Review of Financial Studies, Society for Financial Studies, vol. 34(5), pages 2181-2235.
    34. Ding, Ning & Xu, Lei & Wu, Xiao & Dai, Zixuan, 2025. "Explicit deposit insurance, active risk taking, and bank efficiency in China," International Review of Financial Analysis, Elsevier, vol. 102(C).
    35. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    36. Han, Xun & Hsu, Sara & Li, Jianjun & An, Ran, 2023. "Economic policy uncertainty, non-financial enterprises' shadow banking activities and stock price crash risk," Emerging Markets Review, Elsevier, vol. 54(C).
    37. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    38. Pan, Ailing & Xu, Lei & Li, Bin & Ling, Runze, 2020. "The impact of supply chain finance on firm cash holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    39. Du, Julan & Li, Chang & Wang, Yongqin, 2023. "Shadow banking of non-financial firms: Arbitrage between formal and informal credit markets in China," Journal of Financial Intermediation, Elsevier, vol. 55(C).
    40. 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.
    41. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    42. Scott Richardson, 2006. "Over-investment of free cash flow," Review of Accounting Studies, Springer, vol. 11(2), pages 159-189, September.
    43. Amihud, Yakov & Mendelson, Haim & Lauterbach, Beni, 1997. "Market microstructure and securities values: Evidence from the Tel Aviv Stock Exchange," Journal of Financial Economics, Elsevier, vol. 45(3), pages 365-390, September.
    44. Becsi, Zsolt & Li, Victor E. & Wang, Ping, 2013. "Credit mismatch and breakdown," European Economic Review, Elsevier, vol. 59(C), pages 109-125.
    45. Sreedhar T. Bharath & Paolo Pasquariello & Guojun Wu, 2009. "Does Asymmetric Information Drive Capital Structure Decisions?," The Review of Financial Studies, Society for Financial Studies, vol. 22(8), pages 3211-3243, August.
    46. Li, Bin & Pan, Ailing & Xu, Lei & Liu, Xin & Qin, Shuqian, 2020. "Imprinting and peer effects in acquiring state ownership: Evidence from private firms in China," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    47. Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
    48. 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.
    49. Merello, Paloma & Barberá, Antonio & la Poza, Elena De, 2022. "Is the sustainability profile of FinTech companies a key driver of their value?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    50. Ma, Qianli & Xu, Lei & Anwar, Sajid & Lu, Zenghua, 2023. "Banking competition and the use of shadow credit: Evidence from lending marketplaces," Global Finance Journal, Elsevier, vol. 58(C).
    51. Yang, Liu & van Wijnbergen, S. & Qi, Xiaotong & Yi, Yuhuan, 2019. "Chinese shadow banking, financial regulation and effectiveness of monetary policy," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    52. Du, Julan & Li, Chang & Wang, Yongqin, 2017. "A comparative study of shadow banking activities of non-financial firms in transition economies," China Economic Review, Elsevier, vol. 46(S), pages 35-49.
    53. Xuan Tian & Guoqian Tu & Yichu Wang, 2024. "The Real Effects of Shadow Banking: Evidence from China," Management Science, INFORMS, vol. 70(12), pages 8556-8582, December.
    54. Bao, Zhengyang & Huang, Difang, 2021. "Shadow Banking in a Crisis: Evidence from Fintech During COVID-19," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(7), pages 2320-2355, November.
    55. Xueru Chen & Xiaoji Hu & Shenglin Ben, 2021. "How do reputation, structure design and FinTech ecosystem affect the net cash inflow of P2P lending platforms? Evidence from China," Electronic Commerce Research, Springer, vol. 21(4), pages 1055-1082, December.
    56. Li, Bin & Guo, Fei & Xu, Lei & Meng, Siqi, 2024. "Fintech business and corporate social responsibility practices," Emerging Markets Review, Elsevier, vol. 59(C).
    57. Lei Xu & Shih-Cheng Lee & Yishu Fu, 2015. "Impacts of capital regulation and market discipline on capital ratio selection: evidence from China," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(3), pages 270-284, June.
    58. Jiang, Bo, 2024. "The real effect of shadow banking regulation: Evidence from China," Emerging Markets Review, Elsevier, vol. 59(C).
    59. Lei Xu & Shih-Cheng Lee & Yishu Fu, 2015. "Impacts of capital regulation and market discipline on capital ratio selection: evidence from China," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(3), pages 270-284, June.
    60. Gu, Haoran & Yang, Shenggang & Xu, Zhaoyi & Cheng, Cheng, 2023. "Supply chain finance, green innovation, and productivity: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    61. 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.
    62. Doron Nissim & Stephen H. Penman, 2001. "Ratio Analysis and Equity Valuation: From Research to Practice," Review of Accounting Studies, Springer, vol. 6(1), pages 109-154, March.
    63. Zhou, Xi & Chen, Shou, 2021. "FinTech innovation regulation based on reputation theory with the participation of new media," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    64. Sheng, Tianxiang, 2021. "The effect of fintech on banks’ credit provision to SMEs: Evidence from China," Finance Research Letters, Elsevier, vol. 39(C).
    65. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    66. Huang, Ji, 2018. "Banking and shadow banking," Journal of Economic Theory, Elsevier, vol. 178(C), pages 124-152.
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