IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v131y2024ics026499932300411x.html
   My bibliography  Save this article

Stabilizing leverage, financial technology innovation, and commercial bank risks: Evidence from China

Author

Listed:
  • Yu, Jingjing

Abstract

With the rapid development of financial technology (FinTech), balancing FinTech innovation with capital risk management is an emerging issue for banks and regulators. To address this issue, we investigate FinTech's impact on the leverage risks of commercial banks. First, we formulate a theoretical model about the optimal leverage ratio determination for commercial banks within the context of FinTech development. We then conduct an empirical study using Chinese banking microdata from 2005 to 2020. Furthermore, we perform robustness tests by varying FinTech indexes. Our empirical results reveal that (1) an optimal leverage ratio exists that minimizes the risks of commercial banks. Furthermore, (2) FinTech helps banks balance their asset allocation structure, playing a countercyclical role in risk reduction. Finally, (3) FinTech can improve profitability and decrease leverage risks of large, medium-sized, and listed banks. These findings can help banks enhance their FinTech innovation capabilities and regulators prevent governance risks.

Suggested Citation

  • Yu, Jingjing, 2024. "Stabilizing leverage, financial technology innovation, and commercial bank risks: Evidence from China," Economic Modelling, Elsevier, vol. 131(C).
  • Handle: RePEc:eee:ecmode:v:131:y:2024:i:c:s026499932300411x
    DOI: 10.1016/j.econmod.2023.106599
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026499932300411X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2023.106599?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    2. Anat R. Admati & Peter M. Demarzo & Martin F. Hellwig & Paul Pfleiderer, 2018. "The Leverage Ratchet Effect," Journal of Finance, American Finance Association, vol. 73(1), pages 145-198, February.
    3. David Miles & Jing Yang & Gilberto Marcheggiano, 2013. "Optimal Bank Capital," Economic Journal, Royal Economic Society, vol. 123(567), pages 1-37, March.
    4. Acharya, Viral & Naqvi, Hassan, 2012. "The seeds of a crisis: A theory of bank liquidity and risk taking over the business cycle," Journal of Financial Economics, Elsevier, vol. 106(2), pages 349-366.
    5. Yener Altunbas & Leonardo Gambacorta & David Marques-Ibanez, 2010. "Does monetary policy affect bank risk-taking?," BIS Working Papers 298, Bank for International Settlements.
    6. Ales Hes & Petra Jilkova, 2016. "Position of Low-Cost Banks on the Financial Market in the Czech Republic," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 42-52.
    7. Bleakley, Hoyt & Cowan, Kevin, 2010. "Maturity mismatch and financial crises: Evidence from emerging market corporations," Journal of Development Economics, Elsevier, vol. 93(2), pages 189-205, November.
    8. 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.
    9. 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.
    10. 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.
    11. Thomas Philippon, 2016. "The FinTech Opportunity," NBER Working Papers 22476, National Bureau of Economic Research, Inc.
    12. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    13. 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.
    14. Gambacorta, Leonardo & Shin, Hyun Song, 2018. "Why bank capital matters for monetary policy," Journal of Financial Intermediation, Elsevier, vol. 35(PB), pages 17-29.
    15. 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.
    16. Gardó, Sándor & Klaus, Benjamin, 2020. "Overcapacities in banking: Measurement, trends and determinants," Economic Modelling, Elsevier, vol. 91(C), pages 819-834.
    17. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    18. Papanikolaou, Nikolaos I. & Wolff, Christian C.P., 2014. "The role of on- and off-balance-sheet leverage of banks in the late 2000s crisis," Journal of Financial Stability, Elsevier, vol. 14(C), pages 3-22.
    19. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    20. Benbouzid, Nadia & Kumar, Abhishek & Mallick, Sushanta K. & Sousa, Ricardo M. & Stojanovic, Aleksandar, 2022. "Bank credit risk and macro-prudential policies: Role of counter-cyclical capital buffer," Journal of Financial Stability, Elsevier, vol. 63(C).
    21. Inna Romānova & Marina Kudinska, 2016. "Banking and Fintech: A Challenge or Opportunity?," Contemporary Studies in Economic and Financial Analysis, in: Contemporary Issues in Finance: Current Challenges from Across Europe, volume 98, pages 21-35, Emerald Group Publishing Limited.
    22. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2017. "Macroprudential policy, countercyclical bank capital buffers and credit supply: evidence from the spanish dynamic provisioning experiments," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 125(6), pages 2126-2177.
    23. Martin Birn & Olivier de Bandt & Simon Firestone & Matías Gutiérrez Girault & Diana Hancock & Tord Krogh & Hitoshi Mio & Donald P. Morgan & Ajay Palvia & Valerio Scalone & Michael Straughan & Arzu Ulu, 2020. "The Costs and Benefits of Bank Capital—A Review of the Literature," JRFM, MDPI, vol. 13(4), pages 1-25, April.
    24. Tobias Adrian & Hyun Song Shin, 2009. "Money, Liquidity, and Monetary Policy," American Economic Review, American Economic Association, vol. 99(2), pages 600-605, May.
    25. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    26. Andrea Beltratti & Giovanna Paladino, 2015. "Bank leverage and profitability: Evidence from a sample of international banks," Review of Financial Economics, John Wiley & Sons, vol. 27(1), pages 46-57, November.
    27. Beltratti, Andrea & Paladino, Giovanna, 2015. "Bank leverage and profitability: Evidence from a sample of international banks," Review of Financial Economics, Elsevier, vol. 27(C), pages 46-57.
    28. Douglas W. Diamond & Raghuram G. Rajan, 2012. "Illiquid Banks, Financial Stability, and Interest Rate Policy," Journal of Political Economy, University of Chicago Press, vol. 120(3), pages 552-591.
    29. DeAngelo, Harry & Stulz, Rene M., 2013. "Why High Leverage Is Optimal for Banks," Working Papers 13-20, University of Pennsylvania, Wharton School, Weiss Center.
    30. Shim, Yongwoon & Shin, Dong-Hee, 2016. "Analyzing China’s Fintech Industry from the Perspective of Actor–Network Theory," Telecommunications Policy, Elsevier, vol. 40(2), pages 168-181.
    31. Cubillas, Elena & González, Francisco, 2014. "Financial liberalization and bank risk-taking: International evidence," Journal of Financial Stability, Elsevier, vol. 11(C), pages 32-48.
    32. Aaron Mehrotra & James Yetman, 2015. "Financial inclusion - issues for central banks," BIS Quarterly Review, Bank for International Settlements, March.
    33. Arnold, Ivo J.M. & van Ewijk, Saskia E., 2011. "Can pure play internet banking survive the credit crisis?," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 783-793, April.
    34. Gennaioli, Nicola & Shleifer, Andrei & Vishny, Robert, 2012. "Neglected risks, financial innovation, and financial fragility," Journal of Financial Economics, Elsevier, vol. 104(3), pages 452-468.
    35. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    36. Ahamed, M. Mostak & Mallick, Sushanta, 2017. "Does regulatory forbearance matter for bank stability? Evidence from creditors’ perspective," Journal of Financial Stability, Elsevier, vol. 28(C), pages 163-180.
    37. Tobias Adrian & Nina Boyarchenko, 2012. "Intermediary leverage cycles and financial stability," Staff Reports 567, Federal Reserve Bank of New York, revised 01 Feb 2015.
    38. Juliane Begenau & Tim Landvoigt, 2021. "Financial Regulation in a Quantitative Model of the Modern Banking System," NBER Working Papers 28501, National Bureau of Economic Research, Inc.
    39. Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
    40. Ting Yao & Liangrong Song, 2021. "Examining the differences in the impact of Fintech on the economic capital of commercial banks’ market risk: evidence from a panel system GMM analysis," Applied Economics, Taylor & Francis Journals, vol. 53(23), pages 2647-2660, May.
    41. Tobias Adrian & Hyun Song Shin, 2008. "Financial intermediary leverage and value at risk," Staff Reports 338, Federal Reserve Bank of New York.
    42. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    43. Barry, Thierno Amadou & Lepetit, Laetitia & Tarazi, Amine, 2011. "Ownership structure and risk in publicly held and privately owned banks," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1327-1340, May.
    44. Barth, James R. & Miller, Stephen Matteo, 2018. "Benefits and costs of a higher bank “leverage ratio”," Journal of Financial Stability, Elsevier, vol. 38(C), pages 37-52.
    45. Xavier Freixas & Jean-Charles Rochet, 2008. "Microeconomics of Banking, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262062704, December.
    46. Fischer, Edwin O & Heinkel, Robert & Zechner, Josef, 1989. " Dynamic Capital Structure Choice: Theory and Tests," Journal of Finance, American Finance Association, vol. 44(1), pages 19-40, March.
    47. Emilios Avgouleas, 2015. "Bank Leverage Ratios and Financial Stability: A Micro- and Macroprudential Perspective," Economics Working Paper Archive wp_849, Levy Economics Institute.
    48. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    49. Rui Wang & Jiangtao Liu & Hang(Robin) Luo, 2021. "Fintech development and bank risk taking in China," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 397-418, March.
    50. Katia D'Hulster, 2009. "The Leverage Ratio : A New Binding Limit on Banks," World Bank Publications - Reports 10224, The World Bank Group.
    51. Bhagat, Sanjai & Bolton, Brian & Lu, Jun, 2015. "Size, leverage, and risk-taking of financial institutions," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 520-537.
    52. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    53. Soon Ryoo, 2013. "Bank profitability, leverage and financial instability: a Minsky–Harrod model," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 37(5), pages 1127-1160.
    54. Custódio, Cláudia & Ferreira, Miguel A. & Laureano, Luís, 2013. "Why are US firms using more short-term debt?," Journal of Financial Economics, Elsevier, vol. 108(1), pages 182-212.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Christian Haddad & Lars Hornuf, 2021. "The Impact of Fintech Startups on Financial Institutions' Performance and Default Risk," CESifo Working Paper Series 9050, CESifo.
    2. Vasso Ioannidou & Steven Ongena & José-Luis Peydró, 2015. "Monetary Policy, Risk-Taking, and Pricing: Evidence from a Quasi-Natural Experiment," Review of Finance, European Finance Association, vol. 19(1), pages 95-144.
    3. Ashraf, Badar Nadeem & Zheng, Changjun & Jiang, Chonghui & Qian, Ningyu, 2020. "Capital regulation, deposit insurance and bank risk: International evidence from normal and crisis periods," Research in International Business and Finance, Elsevier, vol. 52(C).
    4. Martín-Oliver, Alfredo & Ruano, Sonia & Salas-Fumás, Vicente, 2017. "The fall of Spanish cajas: Lessons of ownership and governance for banks," Journal of Financial Stability, Elsevier, vol. 33(C), pages 244-260.
    5. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos, 2023. "Does alternative digital lending affect bank performance? Cross-country and bank-level evidence," International Review of Financial Analysis, Elsevier, vol. 90(C).
    6. Altunbas, Yener & Binici, Mahir & Gambacorta, Leonardo, 2018. "Macroprudential policy and bank risk," Journal of International Money and Finance, Elsevier, vol. 81(C), pages 203-220.
    7. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    8. Seza Danışoğlu & Z. Nuray Güner & Hande Ayaydın Hacıömeroğlu, 2018. "International Evidence on Risk Taking by Banks Around the Global Financial Crisis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(9), pages 1946-1962, July.
    9. Dominika Ehrenbergerová & Martin Hodula & Zuzana Gric, 2022. "Does capital-based regulation affect bank pricing policy?," Journal of Regulatory Economics, Springer, vol. 61(2), pages 135-167, April.
    10. Klein, Paul-Olivier & Weill, Laurent, 2022. "Bank profitability and economic growth," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 183-199.
    11. Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2021. "Monetary policy at work: Security and credit application registers evidence," Journal of Financial Economics, Elsevier, vol. 140(3), pages 789-814.
    12. Christina Bui, 2018. "Bank Regulation and Financial Stability," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 5-2018, March.
    13. Horváth, Bálint L., 2020. "The interaction of bank regulation and taxation," Journal of Corporate Finance, Elsevier, vol. 64(C).
    14. Zhang, Xiaoyan & Li, Jinbao & Xiang, Dong & Worthington, Andrew C., 2023. "Digitalization, financial inclusion, and small and medium-sized enterprise financing: Evidence from China," Economic Modelling, Elsevier, vol. 126(C).
    15. Gamze Ozturk Danisman & Amine Tarazi, 2021. "Economic policy uncertainty and bank stability," Working Papers hal-03259298, HAL.
    16. Altunbas, Yener & Manganelli, Simone & Marques-Ibanez, David, 2017. "Realized bank risk during the great recession," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 29-44.
    17. Martynova, Natalya & Ratnovski, Lev & Vlahu, Razvan, 2020. "Bank profitability, leverage constraints, and risk-taking," Journal of Financial Intermediation, Elsevier, vol. 44(C).
    18. Gulamhussen, Mohamed Azzim & Pinheiro, Carlos & Pozzolo, Alberto Franco, 2012. "Were multinational banks taking excessive risks before the recent financial crisis?," Economics & Statistics Discussion Papers esdp12067, University of Molise, Department of Economics.
    19. Morales, Paola & Osorio, Daniel & Lemus, Juan S. & Sarmiento Paipilla, Miguel, 2021. "The Internationalization of Domestic Banks and the Credit Channel of Monetary Policy," Other publications TiSEM 51d7c0c0-bcf4-4031-9e45-e, Tilburg University, School of Economics and Management.
    20. Allen N. Berger & Sadok El Ghoul & Omrane Guedhami & Raluca A. Roman, 2017. "Internationalization and Bank Risk," Management Science, INFORMS, vol. 63(7), pages 2283-2301, July.

    More about this item

    Keywords

    Leverage; Financial technology; Bank characteristics; Risk analysis;
    All these keywords.

    JEL classification:

    • A10 - General Economics and Teaching - - General Economics - - - General
    • D00 - Microeconomics - - General - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:131:y:2024:i:c:s026499932300411x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.