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Does financial leverage volatility induce systemic financial risk? Empirical insight based on the Chinese fintech sector

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Listed:
  • Zhiyong Zheng
  • Jian He
  • Yingjie Yang
  • Mengting Zhang
  • Desheng Wu
  • Yang Bian
  • Jianhong Cao

Abstract

Financial leverage volatility is a significant factor contributing to the formation of systemic financial risk, which is more apparent in China's fast‐growing fintech (financial technology) field. Using the Conditional Value‐at‐risk approach (ΔCoVaR) risk metric, the generalized autoregressive conditional heteroskedasticity (Structural Vector Autoregression with Stochastic Volatility model [SV‐TVP‐SAVR]) model, and the generalized forecast error variance decomposition (Tvpdy) model, this paper discusses how financial leverage volatility shocks fintech sectoral risks and the evolution of the risk within fintech under the shocks on the basis of the classification criteria of the Chinese fintech enterprise database and daily trading data of A‐share listed companies. The statistical results show that financial leverage volatility causes risk changes across fintech sectors, which is especially significant during economic downturns or government interventions. Also, under the shock of financial leverage volatility, the fintech sectors will absorb or diffuse risks outward through spillover channels, with significant differences in the risk spillover conditions of different types of sectors. Finally, the fintech sector can produce a contagion system with the Internet consumer finance, payment, and Internet microcommercial credit sectors as the core of risks, resulting in a systemic risk crisis. Our findings have major implications for Chinese regulators to balance financial leverage and prevent systemic risks in the fintech sector.

Suggested Citation

  • Zhiyong Zheng & Jian He & Yingjie Yang & Mengting Zhang & Desheng Wu & Yang Bian & Jianhong Cao, 2023. "Does financial leverage volatility induce systemic financial risk? Empirical insight based on the Chinese fintech sector," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 1142-1161, March.
  • Handle: RePEc:wly:mgtdec:v:44:y:2023:i:2:p:1142-1161
    DOI: 10.1002/mde.3738
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    as
    1. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    2. Bachar FAKHRY, 2016. "A Literature Review of the Efficient Market Hypothesis," Turkish Economic Review, KSP Journals, vol. 3(3), pages 431-442, September.
    3. Jon Danielsson & Marcela Valenzuela & Ilknur Zer, 2018. "Learning from History: Volatility and Financial Crises," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2774-2805.
    4. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    5. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    6. Dimitrios G. Salampasis & Anne-Laure Mention, 2018. "Open innovation in financial institutions: individual and organisational considerations," International Journal of Transitions and Innovation Systems, Inderscience Enterprises Ltd, vol. 6(1), pages 62-87.
    7. 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.
    8. Gregory Phelan, 2016. "Financial Intermediation, Leverage, and Macroeconomic Instability," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 199-224, October.
    9. Grennan, Jillian & Michaely, Roni, 2021. "FinTechs and the Market for Financial Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1877-1907, September.
    10. Brunnermeier, Markus K. & Oehmke, Martin, 2013. "Bubbles, Financial Crises, and Systemic Risk," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1221-1288, Elsevier.
    11. Perotti, Enrico C & Spier, Kathryn E, 1993. "Capital Structure as a Bargaining Tool: The Role of Leverage in Contract Renegotiation," American Economic Review, American Economic Association, vol. 83(5), pages 1131-1141, December.
    12. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    13. Michael B Devereux & Changhua Yu, 2020. "International Financial Integration and Crisis Contagion," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1174-1212.
    14. Yusaku Nishimura, 2020. "New normal and new economy: a new growth engine for China," International Journal of Economic Policy Studies, Springer, vol. 14(2), pages 301-312, August.
    15. Franklin Allen & Xian Gu & Julapa Jagtiani, 2021. "A Survey of Fintech Research and Policy Discussion," Review of Corporate Finance, now publishers, vol. 1(3-4), pages 259-339, July.
    16. Mr. Dong He & Mr. Ross B Leckow & Mr. V. Haksar & Mr. Tommaso Mancini-Griffoli & Nigel Jenkinson & Ms. Mikari Kashima & Mr. Tanai Khiaonarong & Ms. Celine Rochon & Hervé Tourpe, 2017. "Fintech and Financial Services: Initial Considerations," IMF Staff Discussion Notes 2017/005, International Monetary Fund.
    17. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    18. Tianlei Pi & Haoxuan Hu & Jingyi Lu & Xue Chen, 2022. "The Analysis of Fintech Risks in China: Based on Fuzzy Models," Mathematics, MDPI, vol. 10(9), pages 1-13, April.
    19. Chen, Yan & Bellavitis, Cristiano, 2020. "Blockchain disruption and decentralized finance: The rise of decentralized business models," Journal of Business Venturing Insights, Elsevier, vol. 13(C).
    20. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    21. repec:hal:journl:hal-00785225 is not listed on IDEAS
    22. Imeda A. Tsindeliani & Maxim M. Proshunin & Tatyana D. Sadovskaya & Zhanna G. Popkova & Mariam A. Davydova & Oksana A. Babayan, 2021. "Digital transformation of the banking system in the context of sustainable development," Journal of Money Laundering Control, Emerald Group Publishing Limited, vol. 25(1), pages 165-180, June.
    23. 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.
    24. Kenneth Merkley & Roni Michaely & Joseph Pacelli, 2017. "Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports," Journal of Finance, American Finance Association, vol. 72(3), pages 1285-1334, June.
    25. Marcelo Corrales Compagnucci & Nikolaus Forgó & Toshiyuki Kono & Shinto Teramoto & Erik P. M. Vermeulen, 2020. "Correction to: Legal Tech and the New Sharing Economy," Perspectives in Law, Business and Innovation, in: Marcelo Corrales Compagnucci & Nikolaus Forgó & Toshiyuki Kono & Shinto Teramoto & Erik P. M. Vermeu (ed.), Legal Tech and the New Sharing Economy, pages C1-C2, Springer.
    26. Dong He & Ross B Leckow & Vikram Haksar & Tommaso Mancini Griffoli & Nigel Jenkinson & Mikari Kashima & Tanai Khiaonarong & Celine Rochon & Hervé Tourpe, 2017. "Fintech and Financial Services; Initial Considerations," IMF Staff Discussion Notes 17/05, International Monetary Fund.
    27. Mingfeng Lin & Nagpurnanand R. Prabhala & Siva Viswanathan, 2013. "Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 59(1), pages 17-35, August.
    28. Martin Chorzempa & Yiping Huang, 2022. "Chinese Fintech Innovation and Regulation," Asian Economic Policy Review, Japan Center for Economic Research, vol. 17(2), pages 274-292, July.
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