How Efficiency, Capital, and Leverage Shape Islamic Bank Profitability: The Moderating Role of Asset Size

Authors

DOI:

https://doi.org/10.70550/ecif.v3i1.295

Keywords:

Islamic Banking, Operational Efficiency, Capital Adequacy, Leverage, Profitability

Abstract

This study investigates the effects of operational efficiency (OER), capital adequacy (CAR), and leverage (DER) on the profitability (ROA) of Indonesian Islamic commercial banks, while examining the moderating role of bank asset size. Utilizing an unbalanced panel dataset of 43 bank-year observations across 12 Islamic commercial banks from 2021 to 2024, the empirical framework applies pooled regression and hierarchical Moderated Regression Analysis complemented by heteroskedasticity-robust HC3 standard errors. The methodology integrates an Indicator Saturation procedure to rigorously identify and treat nine specific extreme observations without discarding valid longitudinal bank series. The findings reveal that OER exerts a robust negative impact on ROA, demonstrating that escalating operating cost burdens directly erode bank profitability, whereas CAR and DER display no significant direct effects. Moderation analyses confirm that asset size significantly amplifies the adverse effect of leverage on profitability under the robust HC3 specification. These results imply that long-term financial sustainability in Islamic banking relies less on sheer balance-sheet expansion and more on strict cost containment, productive asset allocation, and disciplined funding structures, particularly for large institutions navigating leveraged operations.

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References

Abbas, F., Ali, S., Woo, K. Y., & Wong, W. (2024). Capital and Profitability: The Moderating Role of Economic Freedom. Heliyon, 10(16), e35253. https://doi.org/10.1016/j.heliyon.2024.e35253

Addury, M. M. (2023). Do Financing Models in Islamic Bank Affect Profitability? Evidence From Indonesia and Malaysia. La_riba, 9(1), 79–96. https://doi.org/10.20885/jielariba.vol9.iss1.art5

Aledeimat, S. R. M., & Bein, M. A. (2025). Assessing US and Global Economic Policy Uncertainty Effects on Non‐Performing Loans in MENA’s Islamic and Conventional Banks. International Journal of Finance & Economics, 30(4), 4279–4304. https://doi.org/10.1002/ijfe.3121

Aprillia, A. T., & Nugroho, L. (2025). Perbandingan Tata Kelola Ekonomi Syariah Indonesia Dan Malaysia. Proceeding Seminar Nasional Indonesia Mendunia, 1(1), 60–73.

Badawi, A., Nugroho, L., & Hidayah, N. (2023). Determinant Factors of Islamic Bank Financial Performance and Competitive Advantage as Moderating Variables in Islamic Banks in Indonesia. International Journal of Environmental, Sustainability and Social Science, 4(1), 37–44.

Bakhouche, A., El Ghak, T., & Al-Shiab, M. S. (2022). Does Islamicity Matter for the Stability of Islamic Banks in Dual Banking Systems? Heliyon, 8(4), e09245. https://doi.org/10.1016/j.heliyon.2022.e09245

Chowdhury, M. A. M., & Haron, R. (2021). The Efficiency of Islamic Banks in the Southeast Asia (SEA) Region. Future Business Journal, 7(1). https://doi.org/10.1186/s43093-021-00062-z

Füzes, K. (2019). Factors of Return on Equity in the Hungarian Banking Sector. Köz-Gazdaság, 14(3), 308–315. https://doi.org/10.14267/retp2019.03.27

Junejo, S., Fatih, F. Z., & Anwar, S. (2023). Unravelling the Drivers of Profitability in Pakistani Islamic Banking: An Investigation of Key Factors. Jurnal Ekonomi Pembangunan Kajian Masalah Ekonomi Dan Pembangunan, 161–171. https://doi.org/10.23917/jep.v24i1.21988

Lassoued, N., Khanchel, I., & Saidani, W. (2025). Comparative Study on the Efficiency of Islamic Banks and Conventional Banks During the COVID-19 Outbreak. Sage Open, 15(1). https://doi.org/10.1177/21582440241309726

Le, T., Ho, T. H., Nguyen, D. T., & Ngo, T. (2022). A Cross-Country Analysis on Diversification, Sukuk Investment, and the Performance of Islamic Banking Systems Under the COVID-19 Pandemic. Heliyon, 8(3), e09106. https://doi.org/10.1016/j.heliyon.2022.e09106

Luo, H., Kamarudin, F., & Nor, N. M. (2024). The Impact of Economic Uncertainty on Bank Efficiency—the Moderating Role of Country Governance. Heliyon, 10(6), e27905. https://doi.org/10.1016/j.heliyon.2024.e27905

Nugroho, L., Doktoralina, C. M., Indriawati, F., Safira, S., & Yahaya, S. (2020). Microeconomics and tawhid string relation concept (TSR). International Journal of Economics and Business Administration, 8(3), 293–306. https://doi.org/10.35808/ijeba/516

Nugroho, L., & Mariyanti, T. (2021). Discourses of Islamic Performance Ratio Based on Tawhid String Relationship. Journal of Islamic Economics & Social Science (JIESS), 2(1), 44–52. https://doi.org/https://doi.org/10.22441/jiess.2021.v2i1.005

Nugroho, L., Utami, W., & Sugiarti, D. (2022). Tawhid String Relation and Itsar Concept of Islamic Bank in Covid-19 Pandemic on Value Creation Perspective (Indonesia Evidence). BİLTÜRK Journal of Economics and Related Studies, 1–13. https://doi.org/10.47103/bilturk.1174770

Nurpadmasari, N., & Nugroho, L. (2025). Bank Aladin Syariah: Inovasi Digital dalam Ekonomi Syariah. Proceeding Seminar Nasional Indonesia Mendunia, 1(1), 90–104.

Saba, I., Kibriya, R., & Kouser, R. (2015). Antecedents of Financial Performance of Banking Sector: Panel Analysis of Islamic, Conventional and Mix Banks in Pakistan. Journal of Accounting and Finance in Emerging Economies, 1(1), 9–30. https://doi.org/10.26710/jafee.v1i1.61

Tok, E., & Yesuf, A. J. (2022). Embedding Value-Based Principles in the Culture of Islamic Banks to Enhance Their Sustainability, Resilience, and Social Impact. Sustainability, 14(2), 916. https://doi.org/10.3390/su14020916

Wulandari, L. A., Erviana, N., Melzatia, S., & Nugroho, L. (2026). ESG practices and financial performance: a tawhidic sharia perspective. Jurnal Akademi Akuntansi, 9(2).

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Published

2026-05-13

How to Cite

Aini, I. N., & Nugroho, L. (2026). How Efficiency, Capital, and Leverage Shape Islamic Bank Profitability: The Moderating Role of Asset Size. Economics & Islamic Finance Journal (ECIF), 3(1), 26-41. https://doi.org/10.70550/ecif.v3i1.295

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