Fintech, Macroprudential Supervision and Systematic Risk in China’s Banks

Daoping Wang, Yangjingzhuo Liu, Yuxuan Xu, Linlin Liu
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Abstract

Abstract In recent years, the rapid development of fintech has brought far-reaching changes to the financial sector. At the same time, fintech may cause potential systemic risk in the financial sector, which has aroused special concerns from financial regulatory authorities. Based on the micro data of China’s listed banks from 2013 to 2020, this paper analyzes the impact of fintech development on systemic risk in China’s banking industry and its mechanism. It reveals that for a micro bank, fintech progress increases its risk-taking and enhances inter-bank linkages, which results in significantly amplified systemic risk, and the impact is time-lagged and persistent. In addition, the heterogeneity analysis shows that the impacts of fintech on state-owned banks and other banks are heterogeneous and the margining risk of state-owned banks is lower when the fintech improves. It is also found that enhancing macroprudential supervision can reduce the systemic risk spillover of fintech. Robustness analyses including GMM regression and the method of instrumental variables prove that the conclusion is robust. This paper is of theoretical and policy significance for the prevention of systemic risk in the banking industry as China develops fintech.
金融科技、宏观审慎监管与中国银行系统风险
摘要近年来,金融科技的快速发展给金融业带来了深远的变化。与此同时,金融科技可能会在金融领域引发潜在的系统性风险,这引起了金融监管部门的特别关注。基于2013-2020年中国上市银行的微观数据,分析了金融科技发展对中国银行业系统性风险的影响及其机制。研究表明,对于微型银行来说,金融科技的进步增加了其风险承担,增强了银行间的联系,这导致系统性风险显著放大,其影响是时间滞后和持续的。此外,异质性分析表明,金融科技对国有银行和其他银行的影响是异质性的,当金融科技进步时,国有银行的保证金风险更低。研究还发现,加强宏观审慎监管可以减少金融科技的系统性风险溢出。包括GMM回归和工具变量法在内的稳健性分析证明了结论的稳健性。本文对我国金融科技发展过程中防范银行业系统性风险具有重要的理论和政策意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
0.60
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