金融教育研究2024,Vol.37Issue(6) :3-12.

数字化转型对我国商业银行信贷风险的影响

The Influence of Digital Transformation on the Credit Risk of China's Commercial Banks

张正平 段瑜萌
金融教育研究2024,Vol.37Issue(6) :3-12.

数字化转型对我国商业银行信贷风险的影响

The Influence of Digital Transformation on the Credit Risk of China's Commercial Banks

张正平 1段瑜萌2
扫码查看

作者信息

  • 1. 北京工商大学 经济学院,北京 100048;北京工商大学 数字金融研究中心,北京 100048
  • 2. 西南财经大学 经济与管理研究院,四川 成都 611130
  • 折叠

摘要

近年来,数字技术和实体经济的融合愈加深入,数字化转型成为商业银行发展的重要方向,但商业银行数字化转型对其信贷风险的影响仍有待探究.基于北京大学中国商业银行数字化转型指数和我国208 家商业银行2010-2021 年的非平衡面板数据,运用双向固定效应模型实证检验了数字化转型对商业银行信贷风险的影响.结果表明:数字化转型能显著降低信贷风险,这种影响是通过降低银行的信息不对称程度和提高经营效率发挥作用的;数字化转型对银行信贷风险的影响呈现异质性,相比而言,大规模、国有、高人员素养水平的银行数字化转型降低其信贷风险的作用更大.

Abstract

In recent years,the integration of digital technology and the real economy has become deeper and deeper,and digital transformation has become an important direction for the development of commercial banks,but the influence of digital transformation of commercial banks on their credit risk remains to be explored.This paper empirically tests the influence of digital transformation on the credit risk of commercial banks by using a two-way fixed-effects model based on the digital transformation index of Chinese commercial banks from Peking University and the unbalanced panel data of 208 commercial banks in China during 2010-2021.The results show that:(1)Digital transformation can significantly reduce credit risk,which works by reducing the degree of information asym-metry and improving the operating efficiency of banks.(2)The impact of digital transformation on bank credit risk is heterogeneous,and the digital transformation of large-scale,state-owned and high personnel literacy banks has a greater effect on reducing their credit risk.

关键词

数字化转型/商业银行/信贷风险/信息不对称

Key words

Digital transformation/Commercial bank/Credit risk/Information asymmetry

引用本文复制引用

出版年

2024
金融教育研究
江西师范大学

金融教育研究

CHSSCD
影响因子:0.622
ISSN:2095-0098
段落导航相关论文