The Bank of the Future, the Future of Banking - An Empirical Analysis of European Banks

Federico Giovanni Rega
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引用次数: 26

Abstract

Despite the conspicuous explosion of digital banking, mobile banking, fintech startups and the implications of AI adoption, there is a relative dearth of empirical studies that provide a quantitative analysis of the impact of the Fintech on banks' financial performance. Instead there is a significative literature on internet and multichannel banking and the latest studies seem to find a positive relationship with profitability. Based on this theoretical background and in-depth research – from different perspectives, considering both financial and legal implications of the phenomenon – this work provides an empirical analysis on a data panel of 38 European Banks for the period 2013-2015 (114 observations). The author presents research approach and hypotheses; then, there is a description of the data, methodology and results. Findings suggest: 1) the existence of a significant positive relationship between the technological innovation (fintech) and bank profitability; 2) the existence of a negative relationship between the number of physical branches and bank profitability. The author concludes by discussing the limitations and future research.
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未来的银行,银行业的未来——对欧洲银行的实证分析
尽管数字银行、移动银行、金融科技创业公司和人工智能应用的影响出现了显著的爆炸式增长,但对金融科技对银行财务业绩的影响进行定量分析的实证研究相对缺乏。相反,有大量关于互联网和多渠道银行的文献,最新的研究似乎发现它们与盈利能力呈正相关。基于这一理论背景和深入研究——从不同的角度,考虑到这一现象的金融和法律含义——本研究对2013-2015年期间38家欧洲银行的数据面板进行了实证分析(114项观察结果)。作者提出了研究方法和假设;然后,对数据、方法和结果进行了描述。研究发现:1)技术创新(金融科技)与银行盈利能力之间存在显著的正相关关系;2)实体网点数量与银行盈利能力之间存在负相关关系。最后,作者讨论了研究的局限性和未来的研究方向。
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