Does digital transformation affect systemic risk? Evidence from the banking sector in China

IF 9.8 1区 经济学 Q1 BUSINESS, FINANCE International Review of Financial Analysis Pub Date : 2025-06-01 Epub Date: 2025-03-11 DOI:10.1016/j.irfa.2025.104137
Yawen Li , Yufei Xia , Zongting Sun , Naili Sun
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Abstract

Digital transformation (DT) has reshaped the banking industry's competition patterns and operational approaches and introduced new challenges and risks to banks. This study examines the effect of DT on systemic risk. Using panel data from 2011Q1 to 2021Q4, we empirically confirm that commercial banks' DT promotion can significantly mitigate systemic risk. A 1 % increase in the standard deviation of DT can result in a maximum 8.54 % decrease in the mean banks' systemic risk. Furthermore, DT reduces banks' systemic risk by increasing bank concentration, enhancing business diversification, optimizing cost control, and reducing charter value. We further determine the negative moderating effect of economic policy uncertainty on the DT–systemic risk nexus. The impacts of DT on commercial banks' systemic risk exhibit some heterogeneity based on different DT dimensions, systemically (un)important banks, and bank size. Our main conclusions remain robust after addressing potential endogeneity and employing alternative dependent variables, sample periods, and clustered standard errors. We also analyze the effects of DT on banks' future practices by reducing systemic risk. As DT advances, mitigating systemic risk in banks results in lower earnings and higher risk-taking in the next period. Finally, we propose some implications for banks and regulators.
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数字化转型会影响系统风险吗?来自中国银行业的证据
数字化转型重塑了银行业的竞争模式和运营方式,也给银行带来了新的挑战和风险。本研究考察了DT对系统性风险的影响。利用2011年第一季度至2021Q4的面板数据,我们实证证实商业银行的DT推广能够显著缓解系统性风险。DT的标准差每增加1%,银行的平均系统性风险就会降低8.54%。此外,DT通过提高银行集中度、增强业务多元化、优化成本控制、降低特许经营价值来降低银行的系统性风险。我们进一步确定了经济政策不确定性对dt -系统性风险关系的负调节作用。在不同的DT维度、系统(非)重要性银行和银行规模上,DT对商业银行系统性风险的影响表现出一定的异质性。在解决了潜在的内生性问题,并采用了其他因变量、样本周期和聚类标准误差后,我们的主要结论仍然是稳健的。我们还分析了DT通过降低系统性风险对银行未来实践的影响。随着DT的推进,减轻银行的系统性风险会导致下一时期的收益降低和风险承担增加。最后,我们提出了一些对银行和监管机构的启示。
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来源期刊
CiteScore
10.30
自引率
9.80%
发文量
366
期刊介绍: The International Review of Financial Analysis (IRFA) is an impartial refereed journal designed to serve as a platform for high-quality financial research. It welcomes a diverse range of financial research topics and maintains an unbiased selection process. While not limited to U.S.-centric subjects, IRFA, as its title suggests, is open to valuable research contributions from around the world.
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