新冠肺炎疫情对印尼宏观经济指标和伊斯兰银行业绩的影响

Ulumuddin Nurul Fakhri, Aminah Nuriyah
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引用次数: 0

摘要

目的-本研究的目的是确定Covid-19对印度尼西亚伊斯兰银行宏观经济指标和财务业绩的影响程度。本研究结果可为印尼政府和伊斯兰银行利益相关者在新冠肺炎大流行期间制定创新解决方案的战略决策提供参考。方法:本研究采用定量研究方法,采用偏最小二乘结构方程模型(PLS-SEM)和人工神经网络(ANN)两种方法。研究结果-本研究表明,宏观经济指标受到Covid-19大流行的显著影响。然而,ANN和PLS-SEM模型的结果有所不同。PLS-SEM模型说明了Covid-19大流行对伊斯兰银行业绩的影响,而人工神经网络模型则没有。启示-本研究对利益相关者,特别是政府保持宏观经济稳定具有启示意义,同时对伊斯兰银行管理更加关注产品创新和卓越服务,以便更接近公众,特别是穆斯林社区。原创性-已经进行了大量关于宏观经济学和伊斯兰银行财务绩效的研究。本研究旨在通过使用PLS-SEM和ANN两种模型提供另一种视角。
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The impacts of Covid-19 on macroeconomic indicators and the performance of Islamic banks in Indonesia
Purpose – The purpose of this study was to determine the extent of the impact of Covid-19 on the macroeconomic indicators and financial performance of Islamic banks in Indonesia. The results of this study may serve as a reference for the Indonesian government and Islamic banks’ stakeholders in formulating strategic decisions in creating innovative solutions during the Covid-19 pandemic.Methodology – Quantitative research method with 2 approaches, namely Partial Least Square-Structural Equation Modeling (PLS-SEM) and Artificial Neural Networks (ANN) was selected for this study.Findings – This study demonstrated that macroeconomic indicators were significantly affected by the Covid-19 pandemic. However, the results of the ANN and PLS-SEM models varied. The PLS-SEM model illustrated the impact of the Covid-19 pandemic affecting the performance of Islamic banking, while the ANN model did not.Implication – This research has implications for stakeholders, especially the government to maintain macroeconomic stability, while for Islamic banking management to focus more on product innovation and service excellence so that it can be closer to the public, especially Muslims community.Originality – Numerous studies examining macroeconomics and the financial performance of Islamic banking have been conducted. This study aimed to offer an alternative perspective by using two models, namely PLS-SEM and ANN.
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来源期刊
自引率
0.00%
发文量
21
审稿时长
10 weeks
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