DEA Window Analysis of Indonesian Banking Industry Efficiency During COVID-19

R. Riani
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引用次数: 2

Abstract

crises and inefficiency, particularly in the banking sector. As a result, policymakers need information comparing the efficiency of different types of banks so they can develop appropriate regulations. The purpose of this research is to measure and compare the intertemporal efficiency of Islamic and conventional banks in Indonesia using Data Envelopment Analysis and DEA window analysis. This study examines the stability and efficiency of the Indonesian Banking industry from 2015 to 2020, along with the years 2019 and 2020, which highlight the Covid-19 pandemic era. The results revealed that Islamic banking received a score of 0.66, higher than conventional banking's score of 0.59. However, both exhibit a similar pattern in which the average level of efficiency decreases during the Covid-19 pandemic. From the perspective of efficiency stability analysis through various summary statistics such as standard deviation (SD), Long Distance per Window (LDW), Long Distance per Period (LDP), and Long Distance per Year (LDY), BRI, BRI Syariah, and BTN have the most relatively stable efficiency values among Indonesian banks. This study found that from 2015 to 2020, BRI is the most stable and efficient bank in Indonesia. This study suggests that Indonesia's conventional and Islamic banking systems must maximize their available resources and advance their technological capabilities to increase productivity in special circumstances like the current Covid-19 pandemic.
新冠肺炎期间印尼银行业效率的DEA窗口分析
危机和效率低下,尤其是在银行业。因此,政策制定者需要比较不同类型银行效率的信息,以便制定适当的监管措施。本研究的目的是利用数据包络分析和DEA窗口分析来衡量和比较印度尼西亚伊斯兰银行和传统银行的跨期效率。本研究考察了2015年至2020年印度尼西亚银行业的稳定性和效率,以及2019年和2020年,这两个年份突出了Covid-19大流行时代。结果显示,伊斯兰银行的得分为0.66,高于传统银行的0.59分。然而,两者都表现出相似的模式,即在Covid-19大流行期间平均效率水平下降。从标准差(SD)、每窗口距离(LDW)、每周期距离(LDP)、每年距离(LDY)等各种汇总统计的效率稳定性分析来看,BRI、BRI Syariah和BTN在印尼银行中效率值相对稳定。本研究发现,从2015年到2020年,BRI是印尼最稳定、最高效的银行。这项研究表明,印度尼西亚的传统和伊斯兰银行体系必须最大限度地利用现有资源,提高技术能力,以在当前Covid-19大流行等特殊情况下提高生产率。
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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