Performance Evaluation of the Taiwanese Banking Industry before and after the COVID-19 Pandemic

IF 2.3 3区 数学 Q1 MATHEMATICS
Mathematics Pub Date : 2024-09-11 DOI:10.3390/math12182817
Chuan-Feng Lee, Fu-Chiang Yang
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引用次数: 0

Abstract

This study aimed to explore efficiency changes in Taiwan’s banking industry before and after the outbreak of coronavirus disease 2019 (COVID-19) by using the maximum slacks-based measure approach. The data, spanning from 2018 to 2021, categorized banks into three systems: state-owned, private, and foreign. Bank performance was measured from two perspectives: single-period evaluation (assessing bank performance in each year individually) and cross-period evaluation (assessing bank performance from 2018 to 2021 collectively). Inter-temporal changes in bank performance across the three banking systems were analyzed. The results indicated that only foreign banks rebounded rapidly after the COVID-19 outbreak, while the average performance of private banks remained stagnant, and state-owned banks performed worse than before the outbreak. Therefore, it is recommended that state-owned banks develop effective and rapid improvement policies to address major emergencies. Additionally, the study found that inefficiencies in banks were due to excessive input resources and/or failure to achieve the output targets. The input–output gap of inefficient banks was also analyzed, providing learning benchmarks and clear improvement targets that can help these banks formulate practical actions to improve their performance.
台湾银行业在 COVID-19 大流行前后的绩效评估
本研究旨在利用基于最大松弛的计量方法,探讨台湾银行业在2019年冠状病毒病(COVID-19)爆发前后的效率变化。数据时间跨度为 2018 年至 2021 年,将银行分为国有、民营和外资三种体系。银行绩效从两个角度进行衡量:单期评估(单独评估银行在每一年的绩效)和跨期评估(共同评估银行在 2018 年至 2021 年的绩效)。分析了三种银行体系中银行绩效的跨期变化。结果表明,只有外资银行在 COVID-19 爆发后迅速反弹,而民营银行的平均绩效仍然停滞不前,国有银行的绩效比疫情爆发前更差。因此,建议国有银行制定有效、快速的改进政策,以应对重大突发事件。此外,研究还发现,银行效率低下的原因是投入资源过多和/或未能实现产出目标。研究还分析了低效率银行的投入产出差距,提供了学习基准和明确的改进目标,有助于这些银行制定切实可行的行动来提高绩效。
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
Mathematics
Mathematics Mathematics-General Mathematics
CiteScore
4.00
自引率
16.70%
发文量
4032
审稿时长
21.9 days
期刊介绍: Mathematics (ISSN 2227-7390) is an international, open access journal which provides an advanced forum for studies related to mathematical sciences. It devotes exclusively to the publication of high-quality reviews, regular research papers and short communications in all areas of pure and applied mathematics. Mathematics also publishes timely and thorough survey articles on current trends, new theoretical techniques, novel ideas and new mathematical tools in different branches of mathematics.
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