印度尼西亚和马来西亚伊斯兰银行的风险管理实践与绩效:数字化是否调解了这种关联?

IF 2.2 Q3 BUSINESS
Kurnia Fajar Afgani, Marziana Madah Marzuki, Wan Zurina Nik Abdul Majid, Siti Dalina Tumiran Kamal Nasser, Muhammad Syukur, Sudarso Kaderi Wiryono, Raden Aswin Rahadi, Alfred Boediman, Qaisar Ali
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引用次数: 0

摘要

尽管伊斯兰银行(IBs)是受到特殊监管的金融机构,但由于其风险管理实践(RMPs)对财务业绩(FP)的影响以及数字化(DT)的影响,伊斯兰银行的风险管理实践一直备受关注。本研究旨在通过 DT 的中介效应研究 RMPs 对 FP 的影响。为了分析这些构念之间的联系,我们创建了一个 RMPs 指数、五个独特的 DT 代用指标(移动 [MB_DEA]、大数据 [BD_DEA]、物联网 [IoT]、云计算 [CC_DEA] 和社交媒体 [SM_DEA])以及作为 FP 代用指标的托宾 Q,并将或然率理论进行了操作化。2009 年至 2020 年期间的数据收集自印度尼西亚和马来西亚的 IB,并使用两步广义矩方法(GMMs)进行分析。实证研究结果表明,RMPs 和 DT 对 FP 有显著的积极影响。同时,RMPs 对 DT 的两个代用指标(MB_DEA 和 SM_DEA)有显著的正向影响,而对 DT 的其余三个代用指标(BD_DEA、IoT_DEA 和 CC_DEA)的正向影响不显著。同时,DT 作为中介在 RMP 与 FP 之间起着重要作用。这项研究有助于将数字化与国际商业银行的 RMPs 系统化,从而最终增加国际商业银行的金融投资组合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk Management Practices and the Performance of Indonesian and Malaysian Islamic Banks: Does Digitalization Mediate This Nexus?

Despite being exceptionally regulated financial institutions, risk management practices (RMPs) of Islamic banking (IBs) have always remained under the limelight due to their impact on financial performance (FP) and the influence of digitalization (DT). This study aims to investigate the impact of RMPs on FP through the mediating effect of DT. To analyze the linkage between these constructs, we created an index for RMPs, five unique proxies (mobile [MB_DEA], big data [BD_DEA], Internet of Things [IoT], cloud computing [CC_DEA], and social media [SM_DEA]) of DT, and Tobin's Q as a proxy of FP and operationalized the theory of contingency. The data between 2009 and 2020 was collected from Indonesian and Malaysian IBs and was analyzed using the two-step generalized method of moments (GMMs) technique. The empirical findings represent that RMPs and DT have a significant positive effect on FP. Simultaneously, RMPs have a significant positive effect on two proxies of DT (MB_DEA and SM_DEA), and an insignificant positive effect on the remaining three proxies of DT (BD_DEA, IoT_DEA, and CC_DEA). Simultaneously, DT as a mediator plays a significant role between RMPs and FP. This study contributes to systematizing the RMPs of IBs by integrating digitalization which eventually will increase the financial portfolios of IBs.

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来源期刊
CiteScore
4.30
自引率
9.10%
发文量
73
期刊介绍: Thunderbird International Business Review is a peer-reviewed journal that is published six times a year in cooperation with the Thunderbird School of Global Business Management, the world"s leading institution in the education of global managers. The journal"s aim is to advance and disseminate research in the field of international business. Its main target audience includes academicians and executives in business and government who have an interest in international business.
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