Analysis on the Risk of Commercial Banks in China during COVID-19

Siyu Zhao
{"title":"Analysis on the Risk of Commercial Banks in China during COVID-19","authors":"Siyu Zhao","doi":"10.1145/3472349.3472365","DOIUrl":null,"url":null,"abstract":"The rage of covid-19 violently rebuilt the order of human society, giving rise to potential recessions and deglobalization. In order to prevent gigantic financial institutions from ending up with insolvent situations, it is of vital significance to measure the impact of the pandemic on these firms. In this paper, the reliability of the top four commercial banks in China is painstakingly examined by utilizing linear regression and analysis of variance based on Stata. Thanks to Altman's Z-score model, the author manages to quantitatively measure the amount of credit risk the banks are currently taking. Based on the result of linear regression, this paper hardly finds supportive evidence on the hypothesis that the COVID has negative impact neither on banks’ financial performance nor on their risk management indicators. On the contrary, the outcome from ANOVA reveals that the Corona virus subtly raised the risk of commercial banks in China, especially for ABC and ICBC, whose liquidity dropped during 2020. Furthermore, the overall deteriorating trend in the industry is obvious but subtle, since these banks also raise their sales and profitability thanks to remote deals and commission fees. Taking advantage of Altman's Z-score, this paper estimates the impact of COVID-19 on the elite banks’ risk, reinforcing the importance of consummating the risk measure system as well as persisting in supervising the financial intermediates efficiently.","PeriodicalId":151080,"journal":{"name":"Proceedings of the 2021 International Conference on E-business and Mobile Commerce","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2021 International Conference on E-business and Mobile Commerce","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3472349.3472365","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The rage of covid-19 violently rebuilt the order of human society, giving rise to potential recessions and deglobalization. In order to prevent gigantic financial institutions from ending up with insolvent situations, it is of vital significance to measure the impact of the pandemic on these firms. In this paper, the reliability of the top four commercial banks in China is painstakingly examined by utilizing linear regression and analysis of variance based on Stata. Thanks to Altman's Z-score model, the author manages to quantitatively measure the amount of credit risk the banks are currently taking. Based on the result of linear regression, this paper hardly finds supportive evidence on the hypothesis that the COVID has negative impact neither on banks’ financial performance nor on their risk management indicators. On the contrary, the outcome from ANOVA reveals that the Corona virus subtly raised the risk of commercial banks in China, especially for ABC and ICBC, whose liquidity dropped during 2020. Furthermore, the overall deteriorating trend in the industry is obvious but subtle, since these banks also raise their sales and profitability thanks to remote deals and commission fees. Taking advantage of Altman's Z-score, this paper estimates the impact of COVID-19 on the elite banks’ risk, reinforcing the importance of consummating the risk measure system as well as persisting in supervising the financial intermediates efficiently.
新冠肺炎期间中国商业银行风险分析
新冠肺炎的肆虐猛烈地重建了人类社会秩序,引发了潜在的经济衰退和去全球化。为了防止大型金融机构最终陷入资不抵债的境地,衡量疫情对这些企业的影响至关重要。本文采用基于Stata的线性回归和方差分析方法,对中国四大商业银行的可靠性进行了检验。借助Altman的Z-score模型,作者能够定量地衡量银行目前承担的信用风险。基于线性回归的结果,本文几乎没有找到支持新冠肺炎对银行财务绩效和风险管理指标都有负面影响的证据。相反,方差分析结果显示,冠状病毒微妙地增加了中国商业银行的风险,尤其是农行和工商银行,其流动性在2020年下降。此外,银行业的整体恶化趋势是明显而微妙的,因为这些银行也通过远程交易和佣金提高了销售额和盈利能力。本文利用Altman的Z-score估计了新冠肺炎对精英银行风险的影响,强调了完善风险衡量体系和坚持有效监管金融中介机构的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信