商业银行和金融科技机构在整个公共卫生突发事件中的风险溢出机制

IF 3.8 3区 经济学 Q1 BUSINESS, FINANCE
Jiaojiao Sun , Chen Zhang , Jing Zhu , Jingsong Zhao
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引用次数: 0

摘要

金融科技在促进商业银行提高效率、降低成本的同时,也给商业银行带来了风险。特别是在重大突发公共事件爆发期间,金融机构之间的风险溢出程度明显增加。本文利用弹性网收缩技术构建了高维风险溢出网络,研究突发公共卫生事件对金融科技机构与商业银行之间风险溢出的影响。利用总溢出指数来获取金融科技机构与商业银行之间的整体耦合度。此外,我们还采用了行业溢出指数和机构中心度指数来考察不同行业和机构之间的溢出强度。此外,我们还分析了突发事件中风险溢出网络结构和机构风险角色的变化,旨在揭示突发公共卫生事件对风险溢出的影响机制。结果表明:(1)以 COVID-19 大流行为代表的突发公共卫生事件加剧了金融科技行业与银行业的行业关联性,系统的主要风险由行业内风险转向行业间风险。(二)突发公共卫生事件改变了金融科技公司与银行的风险传导角色。金融科技公司从风险接受者转变为风险贡献者,而银行则从风险贡献者转变为风险接受者。(3) 金融科技公司在促进系统内间接风险传导方面发挥着至关重要的作用,它们是有影响力的邻近机构,是关键机构之间的桥梁。(4)与大型商业银行相比,中小型银行对金融科技风险更为敏感。本研究为监管机构在公共卫生突发事件期间和后大流行时代加强金融创新的风险管理提供了佐证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk spillover mechanism among commercial banks and FinTech institutions throughout public health emergencies

While FinTech has contributed to the improvement of efficiency and cost reduction for commercial banks, it has also brought about risks for them. Especially during the outbreak of major public emergencies, the degree of risk spillover among financial institutions increased significantly. In this paper, we constructed a high-dimensional risk spillover network using the elastic net shrinkage technique to investigate the impact of public health emergencies on the risk spillovers between FinTech institutions and commercial banks. The total spillover index was utilized to access the overall coupling between FinTech institutions and commercial banks. Furthermore, we employed the sectoral spillover index and institutional centrality index to examine the spillover intensity across different sectors and institutions. Additionally, we analyzed the changes in the risk spillover network structure and institutional risk role during emergencies, aiming to uncover the impact mechanism of public health emergencies on risk spillovers. The results reveal that (1) public health emergencies, such as the COVID-19 pandemic, have intensified the industry correlation between the FinTech and banking sectors, and the primary risks of the system have shifted from intraindustry risks to interindustry risks. (2) Public health emergencies have changed the risk transmission roles of FinTechs and banks. FinTechs transitioned from being risk recipients to risk contributors, while banks shifted from being risk contributors to risk recipients. (3) FinTechs play a crucial role in facilitating indirect risk transmission within the system, acting as influential adjacent institutions that bridge the gap between critical institutions. (4) Compared with large commercial banks, small and medium-sized banks are more sensitive to FinTech risks. This study provides supporting evidence for regulatory agencies to enhance risk management in financial innovation during public health emergencies and in the post-pandemic era.

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来源期刊
CiteScore
7.30
自引率
8.30%
发文量
168
期刊介绍: The focus of the North-American Journal of Economics and Finance is on the economics of integration of goods, services, financial markets, at both regional and global levels with the role of economic policy in that process playing an important role. Both theoretical and empirical papers are welcome. Empirical and policy-related papers that rely on data and the experiences of countries outside North America are also welcome. Papers should offer concrete lessons about the ongoing process of globalization, or policy implications about how governments, domestic or international institutions, can improve the coordination of their activities. Empirical analysis should be capable of replication. Authors of accepted papers will be encouraged to supply data and computer programs.
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