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数字经济发展对金融机构脆弱性的影响研究

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金融机构脆弱性是反映金融机构风险控制与管理能力的一种特性,是金融机构稳健经营方面的一种固有属性,而数字经济发展会对其产生重要影响.基于2013-2022年我国商业银行面板数据,通过主成分分析法和因子分析法测算我国商业银行的金融机构脆弱性,采用双向固定效应模型、IV-LIML法探究数字经济发展对金融机构脆弱性的影响.研究发现,数字经济发展水平提高有利于降低我国金融机构脆弱性.异质性分析结果显示,数字经济发展水平提高对我国非东部地区、资产规模小的金融机构脆弱性的影响更大.建议我国金融机构顺应数字经济发展趋势,利用数字技术开展多元化业务、进行数据分析和预测、创新风险管理工具,加强内部信息系统安全建设,加大数字人力资本投入,密切关注监管要求的变化.
The Impact of Digital Economy Development on the Vulnerability of Financial Institutions
The vulnerability of financial institutions is a characteristic that reflects the ability of financial institutions to control and manage risks and an inherent attribute of financial institutions in terms of sound operation,which may be significantly affected by the development of the digital economy.Based on the panel data of commercial banks from 2013 to 2022,the vulnerability of commercial banks in China is measured by using principal component analysis and factor analysis,and the two-way fixed effect model and IV-LIML method are used to explore the impact of the development of digital economy on the vulnerability of financial institutions.It is found that improving the level of digital economy development is conducive to reducing the vulnerability of financial institutions in China.The results of the heterogeneity analysis show that improving the level of digital economy development has a greater impact on the vulnerability of financial institutions in the non-eastern regions of China and small financial institutions in terms of assets.It is suggested that China's financial institutions should follow the development trend of the digital economy,use digital technology to diversify business,conduct data analysis and prediction,innovate risk management tools,strengthen the security construction of internal information systems,increase investment in digital human capital,and pay close attention to changes in regulatory requirements.

digital economyvulnerability of financial institutionscommercial banks

潘田沛

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广西师范大学经济管理学院,广西桂林 541006

数字经济 金融机构脆弱性 商业银行

2024

无锡商业职业技术学院学报
无锡商业职业技术学院

无锡商业职业技术学院学报

影响因子:0.448
ISSN:1671-4806
年,卷(期):2024.24(2)
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