Role of financial inclusion and digital transformation on bank credit risk

被引:15
作者
Yang, Fan [1 ]
Masron, Tajul Ariffin [1 ]
机构
[1] Univ Sains Malaysia, George Town, Malaysia
关键词
Digital transformation; Commercial Bank; Financial Inclusion; Credit Risk; GMM; LITERACY;
D O I
10.1016/j.intfin.2023.101934
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
As a result of information asymmetry, banks have generated many non-performing loans, jeopardizing financial stability. This paper investigates the relationship between digital transformation and credit risk and whether financial inclusion plays an interactive role. The paper employs the Generalized Method of Moments (GMM) and data from 116 Chinese banks from 2014 to 2021 to investigate the issue. The results show that digital transformation significantly and dynamically reduces bank credit risks, and inclusive finance plays an interactive role. As financial inclusion increases, this risk-reducing effect will increase, meaning that banks need to combine financial inclusion to promote bank risk reduction better and maximize risk assessment accuracy.
引用
收藏
页数:11
相关论文
共 66 条
[1]   Digital transformation in financial services provision: a Nigerian perspective to the adoption of chatbot [J].
Abdulquadri, Abdulazeez ;
Mogaji, Emmanuel ;
Kieu, Tai Anh ;
Nguyen, Nguyen Phong .
JOURNAL OF ENTERPRISING COMMUNITIES-PEOPLE AND PLACES IN THE GLOBAL ECONOMY, 2021, 15 (02) :258-281
[2]   Is financial inclusion good for bank stability? International evidence [J].
Ahamed, M. Mostak ;
Mallick, Sushanta K. .
JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2019, 157 :403-427
[3]   Determinants of commercial bank's non-performing loans in Bangladesh: An empirical evidence [J].
Akhter, Nazmoon .
COGENT ECONOMICS & FINANCE, 2023, 11 (01)
[4]   Professional norms and risk-taking of bank employees: Do expectations of peers' risk preferences matter? [J].
An, Jiafu ;
Jiang, Mengfei ;
Xu, Jiaman .
JOURNAL OF FINANCIAL STABILITY, 2021, 56
[5]  
Anderson C., 2004, Wired. Outubro
[6]   Forecasting with panel data [J].
Baltagi, Badi H. .
JOURNAL OF FORECASTING, 2008, 27 (02) :153-173
[7]  
BANK OF CHINA, 2022, 2023 Economic and Financial Outlook Report
[8]   Banks and the real economy: An assessment of the research [J].
Berger, Allen N. ;
Molyneux, Phil ;
Wilson, John O. S. .
JOURNAL OF CORPORATE FINANCE, 2020, 62
[9]  
Bernanke B., 2007, Regulation and financial innovation
[10]   Macroeconomic effects and frailties in the resolution of non-performing loans [J].
Betz, Jennifer ;
Krueger, Steffen ;
Kellner, Ralf ;
Roesch, Daniel .
JOURNAL OF BANKING & FINANCE, 2020, 112