数据包络分析
利润(经济学)
面板数据
内生性
金融科技
经济
银行业
产业组织
手机银行
金融稳定
马尔奎斯特指数
投资(军事)
业务
金融体系
金融服务
财务
计量经济学
微观经济学
营销
宏观经济学
生产力
全要素生产率
数学优化
数学
政治
政治学
法学
作者
Rubi Ahmad,Changqian Xie,Panpan Wang,Fei Liu,Fauzi Zainir,Magda Ismail Abdel Mohsin
摘要
Abstract The rapid development of digital finance is reshaping the business model of the traditional bank industry and bringing challenges to it as well. Based on an unbalanced panel of data constructed by 36 banks in Malaysia from 2006 to 2020, this study examines the impact of financial technology on banks' stability and efficiency. We find that, compared with Islamic banks, FinTech innovation significantly improves the stability of commercial banks. Additionally, it improves the entire sample banks' efficiency calculated by the data envelopment analysis‐Malmquist method, which can capture the efficiency changes from a dynamic perspective. These baseline results are affirmed by the generalized method of moment approach to mitigate potential endogeneity issues. Furthermore, the impacts of FinTech innovation on banks are heterogeneous. The high‐profit banks enjoy the benefits of improving their stability level from FinTech development. However, for the small‐sized and low‐profit banks, FinTech innovation contributes more to improving their efficiency. Our analysis provides empirical evidence for Malaysia and similar developing countries that are receptive to FinTech development but have relatively less advanced technology infrastructure. It can also shed light on the FinTech investment decisions of bank management.
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