Integration of financing and macroeconomic shock in Islamic banking in Indonesia

Dini Rahmayanti, Mail Hilian Batin, Suryati Suryati, D. Ariyani, Khusnul Ifada
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Abstract

Purpose – This study analyzes the relationship between Islamic banking financing and macroeconomic variables as well as its response to key economic variables.Methodology – The research design uses quantitative analysis with Islamic banking panel data for the period 2019-2022 with monthly data, and the study used the Vector Error Correction Model (VECM).Findings – Non Performing Financing (NPF) and Inflation negatively impact Islamic banking financing. Meanwhile, Third Party Funds (Dana Pihak Ketiga, DPK), Net Operating Margin (NOM), Return on Assets (ROA), Equivalent Rate of Musyarakah (ERPMUSY), and BI rates have a positive direction of significance for Islamic banking financing. In the Granger causality test, the interaction between the variables was unidirectional. While Islamic banking financing responds to shocks, many financings respond negatively to the shocks that occur.Implications – Islamic Financing responds significantly in a negative direction as a result of the shocks that occur in each variable and based on long-term estimates. Therefore, Islamic banking needs to supervise and resolve the internal influence of each bank, as well as the macro influence that can be felt in the long term on Islamic banking financing.Originality – This research integrates Islamic banking finance in Indonesia and examines how internal and macro variables can influence the financing disbursed to Islamic banking in Indonesia. This study also examines shocks between variables and tests the Granger causality between variables. Islamic banking needs to pay attention to many factors to minimize bad financing or lack of interest in applying for financing.
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印度尼西亚伊斯兰银行的融资与宏观经济冲击一体化
目的--本研究分析了伊斯兰银行融资与宏观经济变量之间的关系,以及伊斯兰银行融资对主要经济变量的响应。方法--研究设计采用定量分析方法,使用2019-2022年伊斯兰银行面板数据(月度数据),研究采用向量误差修正模型(VECM)。研究结果--不良融资(NPF)和通货膨胀对伊斯兰银行融资产生负面影响。与此同时,第三方资金(Dana Pihak Ketiga,DPK)、净营业利润率(NOM)、资产收益率(ROA)、等价穆斯亚拉卡率(ERPMUSY)和商业利率对伊斯兰银行融资具有正向意义。在格兰杰因果检验中,变量之间的交互作用是单向的。虽然伊斯兰银行融资对冲击做出了反应,但许多融资对所发生的冲击做出了负向反应。因此,伊斯兰银行业需要监督和解决每家银行的内部影响,以及从长远来看对伊斯兰银行业融资的宏观影响。本研究还探讨了变量之间的冲击,并检验了变量之间的格兰杰因果关系。伊斯兰银行业需要注意许多因素,以尽量减少不良融资或对申请融资缺乏兴趣的情况。
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