Islamic Banking in Indonesia: Assessing the Impact of Economic Turbulence and Market Dynamics on Credit Portfolios
DOI:
https://doi.org/10.47700/jiefes.v6i1.10937Keywords:
Islamic Financing, Industrial Production Index, Non-Performing Financing, Vector Error Correction ModelAbstract
Indonesia’s Islamic banking sector has experienced rapid expansion in recent decades; however, credit growth within this sector remains volatile and insufficiently explored, particularly in relation to broader macroeconomic fluctuations. This study addresses this knowledge gap by investigating the key macroeconomic and financial determinants influencing credit growth in Islamic banks. It is driven by the need to understand how external shocks and policy variables affect Islamic financing behavior. Utilizing monthly data from 2002 to 2023, the study employs a Vector Error Correction Model (VECM), Impulse Response Function (IRF), and Forecast Error Variance Decomposition (FEVD) to analyze both short- and long-term dynamics. The VECM results reveal a long-run equilibrium relationship between Islamic credit growth and macroeconomic indicators, including GDP, inflation, and interest rates. This finding suggests that Islamic credit, characterized by its unique Shariah-compliant principles, adjusts over time to restore equilibrium following disruptions. The IRF analysis further indicates that shocks to inflation and exchange rates tend to temporarily suppress credit growth, reflecting the sector’s sensitivity to price volatility and currency fluctuations. In contrast, positive shocks to GDP and stock market performance are associated with sustained increases in credit, underscoring the procyclical nature of Islamic bank lending. FEVD results show that GDP and inflation are the most significant drivers of credit growth variability, followed by interest rates and the exchange rate. These findings underscore that Islamic credit expansion is closely tied to real sector performance and overall macroeconomic stability. For policymakers and financial regulators, the study highlights the importance of maintaining sound macroeconomic fundamentals and fostering a stable investment climate. Such efforts are essential to support sustainable credit growth and enhance the resilience of Indonesia’s Islamic banking sector
References
Adalessossi, K. (2023). Impact of E-Banking on the Islamic Bank Profitability in Sub-Saharan Africa: What are the Financial Determinants? Finance Research Letters, 57, 1–20.
Al Sharif, B. M. M. (2023). the Impact of Macroeconomic Variables on the Performance of Islamic Banks: an Empirical Study. International Journal of Professional Business Review, 8(4), 1–16. https://doi.org/10.26668/businessreview/2023.v8i4.1347
Albaity, M., Noman, A. H. M., Mallek, R. S., & Al-Shboul, M. (2022). Cyclicality of Bank Credit Growth: Conventional vs Islamic Banks in the GCC. Economic Systems, 46(1), 1–30.
Alzarooni, L., Al-Shboul, M., & Maghyereh, A. (2024). The Influence Of Foreign Direct Investment On Banking Stability In A Dual Banking System During The Covid-19 Pandemic And The Global Financial Crisis. Borsa Istanbul Review, 24(5), 1046–1058. https://doi.org/10.1016/j.bir.2024.06.001
Ashraf, B. N., Tabash, M. I., & Hassan, M. K. (2022). Are Islamic Banks more Resilient to the Crises vis-à-vis Conventional Banks? Evidence from the COVID-19 Shock using Stock Market Data. Pacific Basin Finance Journal, 73, 1–22. https://doi.org/10.1016/j.pacfin.2022.101774
Baldwin, K., & Alhalboni, M. (2023). A Value-based Measure of Market Power for the Participatory Deposits of Islamic Banks. Journal of International Financial Markets, Institutions and Money, 87, 1–23. https://doi.org/10.1016/j.intfin.2023.101809
Bilgin, M. H., Danisman, G. O., Demir, E., & Tarazi, A. (2020). Bank Credit in Uncertain Times: Islamic vs. Conventional Banks. Finance Research Letters, 39, 1–14. https://doi.org/10.1016/j.frl.2020.101563
Bilgin, M. H., Danisman, G. O., Demir, E., & Tarazi, A. (2021). Economic Uncertainty and Bank stability: Conventional vs. Islamic Banking. Journal of Financial Stability, 56, 1–20. https://doi.org/10.1016/j.jfs.2021.100911
Boubakri, N., Mirzaei, A., & Saad, M. (2023). Bank Lending During the COVID-19 Pandemic: A Comparison of Islamic and Conventional Banks. Journal of International Financial Markets, Institutions and Money, 84, 1–18. https://doi.org/10.1016/j.intfin.2023.101743
Boukhatem, J., & Moussa, F. Ben. (2018). The Effect of Islamic Banks on GDP Growth: Some Evidence from Selected MENA Countries. Borsa Istanbul Review, 18(3), 231–247. https://doi.org/10.1016/j.bir.2017.11.004
Caporale, G. M., Çatık, A. N., Helmi, M. H., Menla Ali, F., & Tajik, M. (2020). The Bank Lending Channel in the Malaysian Islamic and Conventional Banking System. Global Finance Journal, 45, 1–26. https://doi.org/10.1016/j.gfj.2019.100478
Dibooglu, S., Cevik, E. I., & Tamimi, H. A. H. Al. (2022). Credit Default Risk in Islamic and Conventional Banks: Evidence from a GARCH Option Pricing Model. Economic Analysis and Policy, 75, 396–411. https://doi.org/10.1016/j.eap.2022.06.006
Gatfaoui, H. (2017). Equity Market Information and Credit Risk Signaling : A Quantile Cointegrating Regression Approach. Economic Modelling, 64, 48–59. https://doi.org/10.1016/j.econmod.2017.03.012
Ghouse, G., Ejaz, N., Bhatti, M. I., & Aslam, A. (2023). Performance of Islamic vs Conventional Banks in OIC Countries: Resilience and Recovery During Covid-19. Borsa Istanbul Review, 22, 60–78. https://doi.org/10.1016/j.bir.2022.11.020
Grassa, R., Moumen, N., & Hussainey, K. (2020). Is Bank Creditworthiness Associated with Risk Disclosure Behavior? Evidence from Islamic and Conventional Banks in Emerging Countries. Pacific Basin Finance Journal, 61, 1–17. https://doi.org/10.1016/j.pacfin.2020.101327
Grira, J., & Labidi, C. (2021). Banks, Funds, and Risks in Islamic Finance: Literature & Future Research Avenues. Finance Research Letters, 41, 1–7. https://doi.org/10.1016/j.frl.2020.101815
Hassan, M. K., Khan, A., & Paltrinieri, A. (2019). Liquidity Risk, Credit Risk and Stability in Islamic and Conventional Banks. Research in International Business and Finance, 48, 17–31. https://doi.org/10.1016/j.ribaf.2018.10.006
Hossain, A. A. (2016). Inflationary Shocks and Real Output Growth in Nine Muslim-majority Countries: Implications for Islamic Banking and Finance. Journal of Asian Economics, 45, 56–73. https://doi.org/10.1016/j.asieco.2016.06.004
Ibrahim, M. H., & Rizvi, S. A. R. (2018). Bank Lending, Deposits and Risk-taking in Times of Crisis: A Panel Analysis of Islamic and Conventional Banks. Emerging Markets Review, 35, 31–47. https://doi.org/10.1016/j.ememar.2017.12.003
Kabir, M. N., Worthington, A., & Gupta, R. (2015). Comparative Credit Risk in Islamic and Conventional Bank. Pacific Basin Finance Journal, 34, 327–353. https://doi.org/10.1016/j.pacfin.2015.06.001
Kamarudin, F., Sufian, F., Loong, F. W., & Anwar, N. A. M. (2017). Assessing the Domestic and Foreign Islamic Banks Efficiency: Insights from Selected Southeast Asian Countries. Future Business Journal, 3(1), 33–46. https://doi.org/10.1016/j.fbj.2017.01.005
Lassoued, M. (2018). Comparative Study on Credit Risk in Islamic Banking Institutions: The Case of Malaysia. Quarterly Review of Economics and Finance, 70, 267–278. https://doi.org/10.1016/j.qref.2018.05.009
Ledhem, M. A. (2022). The Financial Stability of Islamic Banks and Sukuk Market Development: Is the Effect Complementary or Competitive? Borsa Istanbul Review, 1, 1–13. https://doi.org/10.1016/j.bir.2022.09.009
Louhichi, A., & Boujelbene, Y. (2020). Credit Risk Pricing and the Rationality of Lending Decision-making within Dual Banking Systems: A Parametric Approach. Economic Systems, 44(1), 1–21. https://doi.org/10.1016/j.ecosys.2019.100740
Masrizal, & Trianto, B. (2022). The Role of PLS Financing on Economic Growth: Indonesian Case. Journal of Islamic Monetary Economics and Finance, 8(1), 49–64. https://doi.org/10.21098/jimf.v8i1.1378
Mateev, M., Nasr, T., & Sahyouni, A. (2022). Capital Regulation, Market Power and Bank Risk-taking in the MENA Region: New Evidence for Islamic and Conventional Banks. Quarterly Review of Economics and Finance, 86, 134–155. https://doi.org/10.1016/j.qref.2022.07.005
Mertzanis, C. (2016). The Absorption of Financial Services in an Islamic Environment. Journal of Economic Behavior and Organization, 132, 216–236. https://doi.org/10.1016/j.jebo.2016.10.025
Mohammad, S., Asutay, M., Dixon, R., & Platonova, E. (2020). Liquidity Risk Exposure and its Determinants in the Banking Sector: A Comparative Analysis between Islamic, Conventional and Hybrid Banks. Journal of International Financial Markets, Institutions and Money, 66, 1–20. https://doi.org/10.1016/j.intfin.2020.101196
Mubarok, F., Wibowo, M., & Latif, S. D. H. (2024). Safeguarding Stability and Enhancing Profitability: The Case of Islamic Banking in Indonesia. International Journal of Islamic Economics and Finance (IJIEF), 7(1), 455–472. https://doi.org/10.18196/ijief.v7i1.20537
Peran, T., & Sdiri, H. (2024). Comparing the Performance of Qatari Banks: Islamic versus Conventional, Amidst Major Shocks. Finance Research Letters, 59, 1–20.
Pop, I. D., Cepoi, C. O., & Anghel, D. G. (2018). Liquidity-threshold Effect in Non-Performing Loans. Finance Research Letters, 27, 124–128. https://doi.org/10.1016/j.frl.2018.02.012
Rahman, M. M., Zheng, C., Ashraf, B. N., & Rahman, M. M. (2018). Capital Requirements, The Cost of Financial Intermediation and Bank Risk-taking : Empirical Evidence from Bangladesh. Research in International Business and Finance, 44, 488–503. https://doi.org/10.1016/j.ribaf.2017.07.119
Raouf, H., & Ahmed, H. (2022). Risk Governance and Financial Stability: A Comparative Study of Conventional and Islamic Banks in the GCC. Global Finance Journal, 52, 1–32. https://doi.org/10.1016/j.gfj.2020.100599
Rashid, A., Hassan, M. K., & Shah, M. A. R. (2020). On The Role of Islamic and Conventional Banks in the Monetary Policy Transmission in Malaysia: Do Size and Liquidity Matter? Research in International Business and Finance, 52, 1–33. https://doi.org/10.1016/j.ribaf.2019.101123
Rouetbi, M., Ftiti, Z., & Omri, A. (2023). The Impact of Displaced Commercial Risk on the Performance of Islamic Banks. Pacific-Basin Finance Journal, 79, 1–20.
Sobarsyah, M., Soedarmono, W., Yudhi, W. S. A., Trinugroho, I., Warokka, A., & Pramono, S. E. (2020). Loan Growth, Capitalization, and Credit Risk in Islamic Banking. International Economics, 163, 155–162. https://doi.org/10.1016/j.inteco.2020.02.001
Suripto. (2023). Earnings Management Determinants: Comparison between Islamic and Conventional Banks Across the ASEAN Region. Asia Pacific Management Review, 28(1), 24–32. https://doi.org/10.1016/j.apmrv.2022.01.005
Trad, N., Trabelsi, M. A., & Goux, J. F. (2017). Risk and Profitability of Islamic Banks: A Religious Deception or an Alternative Solution? European Research on Management and Business Economics, 23(1), 40–45. https://doi.org/10.1016/j.iedeen.2016.09.001
Viverita, V., Bustaman, Y., & Danarsari, D. N. (2023). Liquidity Creation by Islamic and Conventional Banks During the Covid-19 Pandemic. Heliyon, 9(4), 1–14. https://doi.org/10.1016/j.heliyon.2023.e15136
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