FinTech innovation, stability and efficiency: Evidence from Malaysian bank industry

IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE International Journal of Finance & Economics Pub Date : 2023-11-27 DOI:10.1002/ijfe.2917
Rubi Ahmad, Changqian Xie, Panpan Wang, Biao Liu, Fauzi Zainir, Magda Ismail Abdel Mohsin
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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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金融科技创新、稳定性和效率:马来西亚银行业的证据
数字金融的快速发展正在重塑传统银行业的业务模式,同时也给传统银行业带来了挑战。本研究基于马来西亚 36 家银行 2006 年至 2020 年的非平衡面板数据,探讨了金融科技对银行稳定性和效率的影响。我们发现,与伊斯兰银行相比,金融科技创新大大提高了商业银行的稳定性。此外,通过数据包络分析-马尔奎斯特法计算,金融科技创新还能提高整个样本银行的效率,从而从动态角度捕捉效率变化。这些基线结果得到了广义矩方法的证实,以缓解潜在的内生性问题。此外,金融科技创新对银行的影响是异质性的。高利润银行从金融科技发展中享受到了提高稳定性水平的好处。然而,对于小型银行和低利润银行来说,金融科技创新更有助于提高它们的效率。我们的分析为马来西亚和类似的发展中国家提供了经验证据,这些国家乐于接受金融科技的发展,但技术基础设施却相对落后。我们的分析还能为银行管理层的金融科技投资决策提供启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.70
自引率
6.90%
发文量
143
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