“When Money Matters”: Unpacking the Role of Broad Money in Strengthening Islamic Bank Financing and Economic Growth

Aqwa Naser Daulay (1), Nawir Yuslem (2), Nurlaila Nurlaila (3)
(1) Faculty of Islamic Economic and Business, Universitas Islam Negeri Sumatera Utara
(2) Faculty of Islamic Economic and Business, Universitas Islam Negeri Sumatera Utara
(3) Faculty of Islamic Economic and Business, Universitas Islam Negeri Sumatera Utara
Fulltext View | Download
How to cite (SHIRKAH) :
Daulay, A. N., Yuslem, N., & Nurlaila, N. (2025). “When Money Matters”: Unpacking the Role of Broad Money in Strengthening Islamic Bank Financing and Economic Growth. Shirkah: Journal of Economics and Business, 10(2), 198–212. https://doi.org/10.22515/shirkah.v10i2.745

Islamic banking plays an increasingly vital role in promoting inclusive and Sharia-compliant financial services amid economic expansion in Indonesia. This study aims to examine the moderating effect of the ratio of broad money (RBM), as an indicator of financial deepening, on the relationship between Gross Domestic Product (GDP) and Islamic bank financing. Employing a quantitative research design, this study utilizes secondary time-series data and applies moderated regression analysis (MRA) across three models to evaluate the direct and interactive effects of GDP and RBM on Islamic bank financing. The findings reveal that while GDP positively influences Islamic bank financing, the inclusion of RBM as a moderating variable significantly strengthens this relationship, as demonstrated by the significance of the interaction term in the third model. This indicates that financial deepening, reflected in a higher RBM, enhances the capacity of Islamic banks to channel funds into the real economy during periods of economic growth. The study emphasizes the strategic importance of managing broad money supply to support Islamic finance performance and broader macroeconomic goals. Theoretically, the findings contribute to the understanding of how monetary aggregates interact with Islamic financial systems, while practically, they inform policymakers and Islamic financial institutions about the need to align monetary policies with the growth of Islamic banking. Future research should consider additional macroeconomic factors and a broader institutional context to further refine these insights.

Abdullah, A. (2025). Re-examining money, debt and Islamic banking in the USA. International Journal of Islamic and Middle Eastern Finance and Management, 18(3), 512-534. https://doi.org/10.1108/IMEFM-08-2024-0403

Abou, M. S., & Mohamed, E. S. (2014). Testing the relationship between money supply and GDP in Bahrain. International Journal of Economics, Commerce and Management, 2(5), 1–16. http://ijecm.co.uk/

Adzimatinur, F., & Gloriman Manalu, V. (2021). The Effect of Islamic financial inclusion on economic growth: a case study of Islamic banking in Indonesia. Budapest International Research and Critics Institute-Journal (BIRCI-Journal). http://dx.doi.org/10.33258/birci.v4i1.1699

Afzal, A., Firdousi, S. F., & Mahmood, K. (2023). The links between financial depth and economic variables: evidence from Poland. The Journal of Risk Finance, 24(4), 449-463. https://doi.org/10.1108/JRF-09-2022-0245

Alhammadi, S. (2024). Islamic finance as a driver for enhancing economic sustainability and innovation in the GCC. Journal of Science and Technology Policy Management. https://doi.org/10.1108/JSTPM-11-2023-0206

Anwar, M. S., Junaidi, J., Salju, S., Wicaksono, R., & Mispiyanti, M. (2020). Islamic bank contribution to Indonesian economic growth. International Journal of Islamic and Middle Eastern Finance and Management, 13(3), 519-532. https://doi.org/10.1108/IMEFM-02-2018-0071

Bany Issa, R. H., Al-Dwairi, Z. N., Qasrawi, Y. A., & Mahmoud bani Theyab, M. (2025). The contribution of Islamic banking to achieving economic development: The Jordan Islamic bank as a model. In The Role of Artificial Intelligence Applications in Business (pp. 235-248). Emerald Publishing Limited. https://doi.org/10.1108/978-1-83662-518-620251017

Barnett, W. A., Ghosh, T., & Adil, M. H. (2022). Is money demand really unstable? Evidence from Divisia monetary aggregates. Economic Analysis and Policy, 74, 606-622. https://doi.org/10.1016/j.eap.2022.03.019

Bhattacharjee, A., & Das, J. (2023). Assessing the long-run and short-run effect of monetary variables on stock market in the presence of structural breaks: evidence from liberalized India. IIM Ranchi journal of management studies, 2(1), 70-81. https://doi.org/10.1108/IRJMS-03-2022-0034

Birru, E., Wassie, Y., & Tadesse, T. (2019). The dynamic relationship between financial development and economic growth: Empirical evidence from Ethiopia. Journal of International Trade, Logistics and Law, 5(2), 41-58. https://www.jital.org/index.php/jital/article/view/124

Boukhatem, J., & Moussa, F. B. (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

Conrad, C. (2021). The effects of money supply and interest rates on stock prices, evidence from two behavioral experiments. Applied Economics and Finance, 8(2). http://dx.doi.org/10.11114/aef.v8i2.5173

Danarsari, D. N, & Viverita. (2022). Bank regulation and stability: Lesson learned from the Indonesian banking sector. Journal of Southwest Jiaotong University, 57(6). https://doi.org/10.35741/issn.0258-2724.57.6.10

Farah, A. A., Mohamed, M. A., Ali Farah, M., Yusuf, I. A., & Abdulle, M. S. (2025). Impact of Islamic banking on economic growth: a systematic review of SCOPUS-indexed studies (2009–2024). Cogent Economics & Finance, 13(1), 2490819. https://doi.org/10.1080/23322039.2025.2490819

Faza, M., & Badwan, N. (2023). The risk of capital flight on economic growth and national solvency: An empirical evidence from Palestine. Asian J. Econ. Bus. Account, 23, 28-48. http://dx.doi.org/10.9734/AJEBA/2023/v23i7943

Gani, I. M., & Bahari, Z. (2021). Islamic banking’s contribution to the Malaysian real economy. ISRA International Journal of Islamic Finance, 13(1), 6-25. http://dx.doi.org/10.1108/IJIF-01-2019-0004

Haliding, S., & Majid, J. (2024). Does Islamic finance boost the economic growth? Evidence from Indonesia. AL-MUZARA'AH, 12(1), 67-85. https://doi.org/10.29244/jam.12.1.67-85

Hussein, T., Samir, B., & Al Astal, A. Y. M. (2024). Exploring Islamic and conventional financial banking development and economic growth: A systematic review. Innovative and Intelligent Digital Technologies; Towards an Increased Efficiency, 1, 841-851. https://doi.org/10.1007/978-3-031-70399-7_65

Hussain, M. E., & Haque, M. (2017). Empirical analysis of the relationship between money supply and per capita GDP growth rate in Bangladesh. Journal of Advances in Economics and Finance, 2(1), 54-66. http://dx.doi.org/10.22606/jaef.2017.21005

Indrarini, R., & Febriyanti, N. (2025). Factors affecting third-party funds in Indonesian sharia banks: A Meta-analysis. Shirkah: Journal of Economics and Business, 10(2), 182–197. https://doi.org/10.22515/shirkah.v10i2.531

Ivankova, V., Gavurova, B., & Khouri, S. (2022). Understanding the relationships between health spending, treatable mortality and economic productivity in OECD countries. Frontiers in Public Health, 10, 1036058. https://doi.org/10.3389/fpubh.2022.1036058

Junaidi, J. (2024). Islamic banks' contribution to Indonesia districts' economic growth and poverty alleviation. Journal of Economics, Finance and Administrative Science, 29(58), 294-308. https://doi.org/10.1108/JEFAS-06-2021-0097

Kassie, G. (2015). The impact of financial institution development on income inequality: The case of Ethiopia. Proceedings of the 9th Annual National Student Research Forum, page 221-232.

Ledhem, M. A., & Mekidiche, M. (2022). Islamic finance and economic growth: the Turkish experiment. ISRA International Journal of Islamic Finance, 14(1), 4-19. https://doi.org/10.1108/IJIF-12-2020-0255

Lee, Y. M., & Wang, K. M. (2023). Can the narrow and broad money supply gap be used as an investment indicator for the stock market? The Singapore Economic Review, 62(2), 727-749. https://doi.org/10.1142/S0217590823410011

Li, X., & Han, L. (2019, May). Government competition, credit mismatch and the effectiveness of monetary policy—An explanation for M2/GDP. In 1st International Conference on Business, Economics, Management Science (BEMS 2019) (pp. 88-91). Atlantis Press. https://doi.org/10.2991/bems-19.2019.15

Liu, E., Mian, A., & Sufi, A. (2022). Low interest rates, market power, and productivity growth. Econometrica, 90(1), 193-221. https://doi.org/10.3982/ECTA17408

Mainata, D., Hanafi, M. M., & Setiyono, B. (2025). Mapping global trends and future opportunities in Islamic banking windows: a 15-year bibliometric perspective (2008–2023). Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-03-2024-0074

Mariolis, T., & Tsoulfidis, L. (2016). Modern classical economics and reality. A Spectral Analysis of the Theory of Value and Distribution. Japan: Springer. https://link.springer.com/book/10.1007/978-4-431-55004-4

Mensi, W., Hammoudeh, S., Tiwari, A. K., & Al-Yahyaee, K. H. (2020). Impact of Islamic banking development and major macroeconomic variables on economic growth for Islamic countries: Evidence from panel smooth transition models. Economic Systems, 44(1), 100739. https://doi.org/10.1016/j.ecosys.2019.100739

Michael, A., Owusu Oppong, E., & Gulnabat, O. (2020). Effects of monetary policy on economic growth; Evidence from five (5) African countries (Mauritius, Nigeria, South Africa, Namibia and Kenya) from 1980 to 2019. Scholars Journal of Economics, Business and Management, 7(9), 293-298. https://doi.org/10.36347/sjebm.2020.v07i09.002

Naz, S. A., & Gulzar, S. (2022). Impact of Islamic finance on economic growth: an empirical analysis of Muslim countries. The Singapore Economic Review, 67(01), 245-265. http://dx.doi.org/10.1142/S0217590819420062

Nketia, E. B., & Kong, Y. (2021). Deciphering African financial development interaction with institutional quality and economic growth nexus. Etikonomi, 20(1), 23-44. https://doi.org/10.15408/etk.v20i1.16177

Olaoye, O. O., Eluwole, O. O., Ayesha, A., & Afolabi, O. O. (2020). Government spending and economic growth in ECOWAS: An asymmetric analysis. The Journal of Economic, 22: e00180. https://doi.org/10.1016/j.jeca.2020.e00180

Panjawa, L. J. (2018). Hubungan financial deepening dan pertumbuhan ekonomi: Studi empiris di Indonesia. Jurnal Penelitian, 12(1). 45. https://doi.org/10.21043/jp.v12i1.4131

Pertiwi, R., Syathiri, A., Yulianita, A., & Asngari, I. (2021). The impact of financing in islamic banking on Indonesian economic growth. Modern Economics, 25(1), 111-116. http://dx.doi.org/10.31521/modecon.V25(2021)-17

Sasana, H., Ramdani, D., & Novitaningtyas, I. (2020). An empirical analysis of the impact of islamic banking on real output in Indonesia. Economica: Jurnal Ekonomi Islam, 11(2), 329-345. https://doi.org/10.21580/economica.2020.11.2.4079

Shah, S. F., Mehmood, W., Rahman, M., & Albaity, M. (2025). Riding the wave of fintech, broad money growth and population dynamics: exploring its impact on ASEAN bank stability. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-12-2024-2180

Tegegne, Y. E. (2021). Impact of broad money supply on economic growth of Ethiopia. Research Journal of Finance and Accounting, 12(5), 20-45. https://doi.org/10.7176/RJFA/12-5-01

Umesh, K. T., Aran Shubham, V., Sabale Satish, U., Shelke Sandip, B., Algat Vikram, V., & Karwande Amit, H. (2018). Productivity enhancement through fixture development and micro motion study. International journal of scientific research in science, engineering and technology, 4(4), 581-584. https://doi.org/10.32628/IJSRSET11844122

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Copyright

Copyright aims to protect the specific way the article has been written to describe an experiment and the results. Shirkah: Journal of Economics and Business is committed to its authors to protect and defend their work and their reputation and takes allegations of infringement, plagiarism, ethical disputes, and fraud very seriously. Automotive Experiences is published under the terms of the Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). Authors retain copyright and grant the journal right of first publication (online and print) with the work simultaneously. We use the restrictive license (non-commercial) as follows:

BY (attribution): Users are allowed to share, distribute and redistribute the published article in any medium or format, with an identification of the authors and its initial publication in this journal. Authors are encouraged to post and distribute their articles immediately after publication (e.g., institutional or public repositories, personal websites). Authors are allowed to enter into additional contractual arrangements for the non-exclusive distribution of the published and an acknowledgment of its initial publication in this journal.
NC (non-commercial): Users are not allowed to use the article commercially without the permission of the authors. Authors agree explicitly that the published article is indexed worldwide in databases, repositories and indexation services, even if these services operate on a commercial basis. Authors grant Shirkah: Journal of Economics and Business explicit the right to include the published articles in databases, repositories and indexation services. 

License

License to Publish

The non-commercial use of the article will be governed by the Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). The author hereby grants Shirkah: Journal of Economics and Business an exclusive publishing and distribution license in the manuscript include tables, illustrations or other material submitted for publication as part of the manuscript in print, electronic and all other media (whether now known or later developed), in any form, in all languages, throughout the world, for the full term of copyright, and the right to license others to do the same, effective when the article is accepted for publication. This license includes the right to enforce the rights granted hereunder against third parties.

Author's Warranties

The author warrants that the article is original, written by stated author/s, has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author(s).

User Rights

Under the Creative Commons Attribution-Non Commercial 4.0 International (CC BY-NC 4.0) license, the author(s) and users are free to share (copy and redistribute the material in any medium or format) and adapt (remix, transform, and build upon the material). Users must give appropriate credit, provide a link to the license, and indicate if changes were made.

Rights of Authors

Authors retain the following rights:

  1. Copyright, and other proprietary rights relating to the article, such as patent rights,
  2. The right to use the substance of the article in future own works, including lectures and books,
  3. The right to reproduce the article for own purposes, provided the copies are not offered for sale, and
  4. The right to self-archive the article.

Co-Authorship

If the article was prepared jointly with other authors, the signatory of this form warrants that he/she has been authorized by all co-authors to sign this agreement on their behalf, and agrees to inform his/her co-authors of the terms of this agreement.

Royalties

This agreement entitles the author to no royalties or other fees. To such extent as legally permissible, the author waives his or her right to collect royalties relative to the article in respect of any use of the article by Shirkah: Journal of Economics and Business or its sublicensee.

Miscellaneous

Shirkah: Journal of Economics and Business will publish the article (or have it published) in the Journal if the article's editorial process is successfully completed and Shirkah: Journal of Economics and Business or its sublicensee has become obligated to have the article published. Shirkah: Journal of Economics and Business may conform the article to a style of punctuation, spelling, capitalization, and usage that it deems appropriate.