Sectoral Diversification and Financing Risks in Indonesian Islamic Banks
Abstract
The stability of Islamic banking is crucial for financial sustainability, and sectoral diversification plays a key role in mitigating financing risks. In Indonesia, Islamic banks operate under two models: Islamic bank windows and full-fledged Islamic commercial banks, each facing unique risk exposures. This study investigates the impact of sectoral diversification across various economic sectors on the financing risks of Indonesian Islamic banks. It also examines the role of key bank-specific and macroeconomic factors, including asset size, financing volume, operational efficiency, inflation, and the COVID-19 pandemic. Using aggregate monthly data from Islamic bank windows and Islamic commercial banks spanning January 2015 to December 2023, this study employs the Autoregressive Distributed Lag (ARDL) model to assess both short-term and long-term effects on financing risks. The results indicate that concentrated sectoral financing significantly increases financing defaults for both Islamic bank windows and Islamic commercial banks. Furthermore, while larger bank size and greater operational efficiency contribute to lower financing defaults, an increase in financing volume is associated with higher risks. Inflation and the COVID-19 pandemic further exacerbate financing defaults, particularly for Islamic bank windows. These findings underscore the importance of diversifying sectoral financing to mitigate risk. Policymakers and banking practitioners should promote balanced financing strategies complemented by stringent financing monitoring to reduce default risks and enhance financial resilience.
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ABSTRAK - Diversifikasi Sektoral dan Risiko Pembiayaan pada Bank Syariah di Indonesia. Stabilitas perbankan syariah sangat penting bagi keberlanjutan sektor keuangan, dan diversifikasi sektor ekonomi memainkan peran kunci dalam mengurangi risiko pembiayaan. Di Indonesia, bank syariah beroperasi dalam dua model: unit usaha syariah (Islamic bank windows) dan bank umum syariah (Islamic commercial banks), yang masing-masing menghadapi eksposur risiko yang berbeda. Penelitian ini mengkaji dampak diversifikasi sektor ekonomi terhadap risiko pembiayaan bank syariah di Indonesia. Selain itu, studi ini mengeksplorasi pengaruh variabel spesifik bank dan kondisi makroekonomi, termasuk ukuran aset, volume pembiayaan, efisiensi operasional, inflasi, serta pandemi COVID-19. Data penelitian berasal dari laporan bulanan dari Unit Usaha Syariah (UUS) dan Bank Umum Syariah (BUS) dari Januari 2015 hingga Desember 2023. Analisis data dilakukan dengan model Autoregressive Distributed Lag (ARDL) yang cocok untuk menguji efek jangka pendek dan panjang dari risiko pembiayaan. Hasil penelitian menunjukkan bahwa pembiayaan yang terfokus pada sektor tertentu secara signifikan meningkatkan risiko gagal bayar pada Islamic bank windows maupun Islamic commercial banks. Selain itu, ukuran bank yang lebih besar dan efisiensi operasional yang lebih tinggi terbukti mengurangi risiko gagal bayar, namun peningkatan volume pembiayaan justru meningkatkan risiko. Inflasi dan pandemi COVID-19 semakin memperburuk risiko gagal bayar, terutama bagi UUS. Temuan ini menegaskan pentingnya diversifikasi sektor pembiayaan untuk mengurangi risiko. Para pemangku kebijakan dan praktisi perbankan disarankan untuk mendorong strategi pembiayaan yang lebih seimbang, didukung oleh pemantauan pembiayaan yang ketat guna mengurangi risiko gagal bayar serta meningkatkan ketahanan keuangan.
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Abedifar, P., Molyneux, P., & Tarazi, A. (2013). Risk in Islamic banking. Review of Finance, 17(6), 2035–2096. https://doi.org/10.1093/rof/rfs041
Adzobu, L. D., Agbloyor, E. K., & Aboagye, A. (2017). The effect of loan portfolio diversification on banks’ risks and return: Evidence from an emerging market. Managerial Finance, 43(11), 1274–1291. https://doi.org/10.1108/MF-10-2016-0292
Ajizah, S. D. N., & Widarjono, A. (2023). Indonesia Islamic banking stability in the shadow of COVID-19 outbreak. Jurnal Ekonomi Syariah Teori dan Terapan, 10(1), 57–68. https://doi.org/10.20473/vol10iss20231pp57-68
Al-Kayed, L. T., & Aliani, K. C. (2020). Effects of focus versus diversification on bank risk and return: Evidence from Islamic banks’ loan portfolios. Journal of Islamic Accounting and Business Research, 11(9), 2155–2168. https://doi.org/10.1108/JIABR-10-2019-0192
Azmat, S., Skully, M., & Brown, K. (2015). Can Islamic banking ever become Islamic? Pacific-Basin Finance Journal, 34, 253–272. https://doi.org/10.1016/j.pacfin.2015.03.001
Belkhaoui, S., Alsagr, N., & van Hemmen, S. F. (2020). Financing modes, risk, efficiency and profitability in Islamic banks: Modeling for the GCC countries. Cogent Economics & Finance, 8(1), Article 1750258. https://doi.org/10.1080/23322039.2020.1750258
Berger, A. N., Hasan, I., & Zhou, M. (2010). The effects of focus versus diversification on bank performance: Evidence from Chinese banks. Journal of Banking & Finance, 34(7), 1417–1435. https://doi.org/10.1016/j.jbankfin.2010.01.010
Denis, D. J., Denis, D. K., & Sarin, A. (1997). Agency problems, equity ownership, and corporate diversification. The Journal of Finance, 52(1), 135–160. https://doi.org/10.1111/j.1540-6261.1997.tb03811.x
El-Chaarani, H. (2023). The impact of COVID-19 on the performance of Islamic banks in the MENA region. ISRA International Journal of Islamic Finance, 15(1), 109–129. https://doi.org/10.1108/IJIF-04-2022-0080
Firmansyah, I. (2015). Determinant of non-performing loan: The case of Islamic bank in Indonesia. Buletin Ekonomi Moneter dan Perbankan, 17(2), 241–258. https://doi.org/10.21098/bemp.v17i2.51
Hamid, S. F., & Ibrahim, M. H. (2021). Competition, diversification and performance in dual banking: A panel VAR analysis. Economic Research-Ekonomska Istraživanja, 34(1), 194–220. https://doi.org/10.1080/1331677X.2020.1782242
Haryanto, S., Safriliana, R., Ridloah, S., Ariefudin, M. U., & Khotimah, L. K. (2024). Determinants of risk in Indonesian Islamic banking: An empirical investigation. Share: Jurnal Ekonomi dan Keuangan Islam, 13(1), 24–42. https://doi.org/10.22373/share.v13i1.20758
Ibrahim, A., Muksal, M., & Sartika, A. (2024). Financial performance analysis of Bank Aceh's during the COVID-19: RGEC approaches. At-Tasyri': Jurnal Ilmiah Prodi Muamalah, 16(1), 93–109. https://doi.org/10.47498/tasyri.v16i1.3142
Mulwa, J. M. (2018). Sectoral credit diversification, bank performance and monitoring effectiveness: A cross-country analysis of East African banking industries. Journal of Finance and Investment Analysis, 7(2), 17–36.
Nadia, S., Ibrahim, A., & Jalilah, J. (2019). Analisis hambatan pertumbuhan perbankan syariah di Indonesia (kajian terhadap perbankan syariah di Aceh). JIHBIZ: Global Journal of Islamic Banking and Finance, 1(2), 153–176. https://doi.org/10.22373/jihbiz.v1i2.8575
Pesaran, M. H., & Shin, Y. (1998). An autoregressive distributed-lag modelling approach to cointegration analysis. In S. Strøm (Ed.), Econometrics and economic theory in the 20th century: The Ragnar Frisch Centennial Symposium (pp. 371–413). Cambridge University Press. https://doi.org/10.1017/ccol0521633230.011
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616
Prastiwi, I. E., & Anik, A. (2020). The impact of credit diversification on credit risk and performance of Indonesian banks. Global Review of Islamic Economics and Business, 8(1), 13–21.
Prastiwi, I. E., & Anik, A. (2021). Financing diversification and profitability of Islamic banking in Indonesia. Jurnal Akuntansi dan Pajak, 21(2), 412–423. https://doi.org/10.29040/jap.v21i02.1817
Risfandy, T. (2018). Equity financing and Islamic banks’ profitability: Evidence from the biggest Muslim country. Jurnal Keuangan dan Perbankan, 22(3), 496–505. https://doi.org/10.26905/jkdp.v22i3.2150
Sari, N., Ibrahim, A., Muzammil, M., & Muksal, M. (2024). Managing financing risk of Islamic banking products in Indonesia: A value at risk approach. Jurnal Ilmiah Islam Futura, 24(1), 213–240.
Seho, M., Bacha, O. I., & Smolo, E. (2024). Bank financing diversification, market structure, and stability in a dual-banking system. Pacific-Basin Finance Journal, 86, 102461. https://doi.org/10.1016/j.pacfin.2024.102461
Shim, J. (2019). Loan portfolio diversification, market structure and bank stability. Journal of Banking and Finance, 104, 103–115. https://doi.org/10.1016/j.jbankfin.2019.04.006
Sutrisno, S., & Widarjono, A. (2022). Is profit–loss-sharing financing matter for Islamic bank’s profitability? The Indonesian case. Risks, 10(11), 207. https://doi.org/10.3390/risks10110207
Sutrisno, S., & Widarjono, A. (2024). Determinants of capital buffer in Islamic banks: The lesson from Indonesia. Cogent Business & Management, 11(1), 2331707. https://doi.org/10.1080/23311975.2024.2331707
Sutrisno, S., Widarjono, A., & Mohamad, M. (2023). Does financing diversification improve bank risk? Evidence from Indonesian Islamic rural banks. International Journal of Economics and Finance Studies, 15(4), 103–124. https://doi.org/10.34109/ijefs.202315406
Tabak, B. M., Fazio, D. M., & Cajueiro, D. O. (2011). The effects of loan portfolio concentration on Brazilian banks’ return and risk. Journal of Banking and Finance, 35(11), 3065–3076. https://doi.org/10.1016/j.jbankfin.2011.04.006
Warninda, T. D., Ekaputra, I. A., & Rokhim, R. (2019). Do Mudarabah and Musharakah financing impact Islamic bank credit risk differently? Research in International Business and Finance, 49(3), 166–175. https://doi.org/10.1016/j.ribaf.2019.03.002
Widarjono, A. (2020). Stability of Islamic banks in Indonesia: Autoregressive Distributed Lag approach. Jurnal Keuangan dan Perbankan, 24(1), 40–52. https://doi.org/10.26905/jkdp.v24i1.3932
Widarjono, A., Anto, M. B. H., & Fakhrunnas, F. (2020). Financing risk in Indonesian Islamic rural banks: Do financing products matter? The Journal of Asian Finance, Economics and Business, 7(9), 305–314. https://doi.org/10.13106/jafeb.2020.vol7.no9.305
Widarjono, A., Anto, M. B. H., & Sidiq, S. (2022). Sectoral financing concentration and profitability of Islamic banking in Indonesia. Share: Jurnal Ekonomi dan Keuangan Islam, 11(1), 149–167. https://doi.org/10.22373/share.v11i1.11133
Widarjono, A., & Misanam, M. (2024). Determinants of bank capital in Indonesian Islamic banks. Shirkah: Journal of Economics and Business, 9(3), 229–241.
Widarjono, A., & Rudatin, A. (2021). Financing diversification and Indonesian Islamic bank’s non-performing financing. Jurnal Ekonomi & Keuangan Islam, 7(1), 45–58.
Widarjono, A., & Sidiq, S. (2022). The sectoral financing diversification and the profitability of Islamic banking in Indonesia. JEBIS: Jurnal Ekonomi dan Bisnis Islam, 8(2), 201–219. https://doi.org/10.20473/jebis.v8i2.36316
Yudaruddin, R. (2023). Government policy response to COVID-19 and bank performance: A comparison between Islamic and conventional banks. Journal of Islamic Accounting and Business Research, 14(6), 952–972. https://doi.org/10.1108/JIABR-09-2022-0248
DOI: http://dx.doi.org/10.22373/share.v14i1.24510
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