The Evolution of Islamic Finance Research: A Bibliometric Analysis of Instruments, Infrastructure, and Global Collaboration
Abstract
Islamic finance has expanded rapidly beyond its origins in Muslim-majority countries and has become an important component of the global financial system. This study aims to examine the evolution and intellectual structure of research on Islamic financial instruments through a comprehensive bibliometric analysis. The study employs a bibliometric approach using secondary data collected from the Scopus database. A total of publications from 1997 to 2026 were analyzed to identify research trends and scholarly contributions in Islamic finance. Bibliometric techniques such as citation analysis, co-citation analysis, bibliographic coupling, and co-authorship analysis were applied. Descriptive analysis and visualization tools were used to map the research landscape, including leading journals, influential authors, institutions, and collaboration networks. The findings reveal a significant increase in publications on Islamic financial instruments over the past decades, indicating growing global academic interest. The results highlight key contributing journals, influential scholars, and major institutions driving the research domain. The study also identifies emerging research themes and collaboration patterns that shape the development of Islamic finance scholarship. The study is limited to publications indexed in the Scopus database, excluding other databases and grey literature, which may influence the comprehensiveness of the findings. Future studies can integrate multiple databases to provide a broader understanding of the field. The findings provide insights for researchers, policymakers, and financial institutions by identifying key research trends, influential contributors, and collaboration opportunities in Islamic finance. This study contributes to the literature by offering a systematic bibliometric overview of Islamic financial instruments research and mapping its intellectual structure and global development.
Downloads
References
Abdellawi O., Mhireque F., Jawadi I. (2020) Modeling the Impact of Islamic Finance on Macroeconomic Variables in Sudan. مجلة إسرا الدولية للمالية الإسلامية, 11, 1, pp. 77–103. DOI: https://doi.org/10.55188/ijifarabic.v11i1.255
Abdul Khir M.F., Mohamed I. (2023) Applying Risk-Taking in Islamic Banking and Finance from the Perspective of Islamic Jurisprudence. International Journal of Management and Applied Research, 10, 1, pp. 63–80. DOI: https://doi.org/10.18646/2056.101.23-005
Abdullah A.K. (2014) Restoring the Ethical Basis of Finance. ICR Journal, 5, 1, pp. 84–95. DOI: https://doi.org/10.52282/icr.v5i1.423
Abdullah A.K., Naved Khan M. (2021) Determining Mobile Payment Adoption: A Systematic Literature Search and Bibliometric Analysis. Cogent Business and Management, 8, 1. DOI: https://doi.org/10.1080/23311975.2021.1893245
Ahmed S. (2014) Islamic Finance: A Theoretical and Empirical Analysis. World Scientific Publishing Company. DOI: https://doi.org/10.1155/2014/475423
Al-Aidaros A.-H., Abdul Hadi L.N., Hamdan N.A. (2020) Islamic Wealth Planning: The Development of Instrument. International Journal of Islamic Business, 15, 2, pp. 1–19. DOI: https://doi.org/10.32890/ijib2020.5.2.1
Ali Rahail. (2011) Sukuk and Islamic Capital Markets A Practical Guide. Globe Law and Business.
Asif M. (2003) Salam as a Mode of Financing.
Askari H., Iqbal Z., Krichene N., Mirakhor A. (2012) Risk Sharing in Finance (H. Askari, Z. Iqbal, N. Krichne, A. Mirakhor, eds.). Wiley. DOI: https://doi.org/10.1002/9781119199328
Beck T., Demirgüç-Kunt A., Merrouche O. (2013) Islamic vs. Conventional Banking: Business Mo¬del, Efficiency and Stability. Journal of Banking and Finance, 37, 2, pp. 433–447.
Bhandari A. (2026) Demystifying Organization Success: A Bibliometric Analysis and Future Re-search Agenda. FIIB Business Review, 15, 1, pp. 36–58. DOI: https://doi.org/10.1177/23197145231216861
Bui T.D., Ali M.H., Tsai F.M., Iranmanesh M., Tseng M.-L., Lim M.K. (2020) Challenges and Trends in Sustainable Corporate Finance: A Bibliometric Systematic Review. Journal of Risk and Financial Management, 13, 11, p. 264. DOI: https://doi.org/10.3390/jrfm13110264
Caviggioli F., Ughetto E. (2019) A Bibliometric Analysis of the Research Dealing with the Impact of Additive Manufacturing on Industry, Business and Society. International Journal of Production Economics, 208, pp. 254–268. DOI: https://doi.org/10.1016/j.ijpe.2018.11.022
Chapra M.U. (2009) The Global Financial Crisis: Can Islamic Finance Help Minimise the Severity and Frequency of Such a Crisis in Future. ICR Journal, 1, 2, pp. 226–245. DOI: https://doi.org/10.52282/icr.v1i2.745
Chloe Domat. (2024) Islamic Finance: Just For Muslim-Majority Nations? Global News and Insight for Corporate Financial Professionals, Global News and Insight for Corporate Financial Professionals.
Demirgüç-Kunt A., Klapper L., Singe, D., Ansar S., Hess J. (2020) The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services. The World Bank Economic Review, 34 (Supplement_1), S2–S8. DOI: https://doi.org/10.1093/wber/lhz013
Ding Y., Cronin B. (2011) Popular and/or Prestigious? Measures of Scholarly Esteem. Information Processing and Management, 47, 1, pp. 80–96. DOI: https://doi.org/10.1016/j.ipm.2010.01.002
Erjavec E., Redek T., Godnov U. (2024) The Study of Intangible Capital Analysis in the Economics Literature in Scopus Sources 1908–2021: Corporate Black-box UNaddressed. Intangible Capital, 20, 1, p. 16. DOI: https://doi.org/10.3926/ic.2211
Faizi F., Kusuma A.S., Widodo P. (2024) Islamic Green Finance: Mapping the Climate Funding Landscape in Indonesia. International Journal of Ethics and Systems, 40, 4, pp. 711–733. DOI: https://doi.org/10.1108/IJOES-08-2023-0189
Financing: Murabahah. (2020) Islamic Bankers Resource Centre.
Gutiérrez-Salcedo M., Martínez M.Á., Moral-Munoz J.A., Herrera-Viedma E., Cobo M.J. (2017) Some Bibliometric Procedures for Analyzing and Evaluating Research Fields. Applied Intelligence. DOI: https://doi.org/10.1007/s10489-017-1105-y
Hafiz M.U.H., Sadaf R., Tahir M.S. (2013) Comparison of Financial Instruments in Islamic Versus Conventional Banking System and Liquidity Management. African Journal of Business Management, 7, 18, pp. 1695–1700. DOI: https://doi.org/10.5897/AJBM11.1791
Hasan M., Dridi J. (2010) The Effects of the Global Crisis on Islamic and Conventional Banks: A Comparative Study. WP/10/201; IMF Working Paper. DOI: https://doi.org/10.5089/9781455205318.001
Hasan S., Mohamed S. (2024) Navigating Uncertainty: Global Islamic Finance Assets Expected to Exceed $6.7 Trillion by 2027. Data and Analytics Insights, LSEG.
Herijanto H. (2022) Al Amanah in al Qur’an vs Trust: A Comparative Study. International Journal of Ethics and Systems, 38, 4, pp. 549–575. DOI: https://doi.org/10.1108/IJOES-03-2021-0064
Iqbal Z., Mirakhor A. (2011) An Introduction to Islamic Finance. Wiley.
Iqbal Z., Mirakhor A. (2017) Ethical Dimensions of Islamic Finance. Springer International Publishing.
Islahi A. (2008) Mahmoud A. El-Gamal Islamic Finance: Law, Economics and Practice Cambridge University Press, Cambridge, New York, 2006. Journal of King Abdulaziz University-Islamic Economics, 21, 2, pp. 97–108. DOI: https://doi.org/10.4197/islec.21-2.5
Jabr. (2014). Operations and Accounting Treatment on Salam Contract (arabic] (Sixth). Forum Khartoum of financial industry.
Javaid F., Said P., Ahmad I. (2007) Handbook on Islamic SME Financing. Islamic Banking Department, State Bank of Pakistan.
Ledhem M.A. (2022) Does Sukuk Financing Boost Economic Growth? Empirical Evidence from Southeast Asia. PSU Research Review, 6, 3, pp. 141–157. DOI: https://doi.org/10.1108/PRR-09-2020-0028
Mansoor Khan M., Ishaq Bhatti M. (2008) Islamic Banking and Finance: on its Way to Globalization. Managerial Finance, 34, 10, pp. 708–725. DOI: https://doi.org/10.1108/03074350810891029
Meutia I. (2017) Empirical Research on Rate of Return, Interest Rate and Mudharabah Deposit. International Journal of Accounting Research, 05, 01. DOI: https://doi.org/10.4172/2472-114X.1000141
Modem R., Lakshminarayanan S., Pillai R., Prabhu N. (2022) Twenty-five Years of Career Growth Literature: A Review and Research Agenda. Industrial and Commercial Training, 54, 1, pp. 152–182. DOI: https://doi.org/10.1108/ICT-04-2021-0030
Mohieldin M., Iqbal Z., Rostom A., Fu X. (2011) The Role of Islamic Finance in Enhancing Financial Inclusion in Organization of Islamic Cooperation (OIC] Countries. 5920. Policy Research Working Paper Series. DOI: https://doi.org/10.1596/1813-9450-5920
Muwazir M.R., Anwar D., Ab Ghani A.M. (2019) The Role of Sharia Monetary Instrument in Liquidity Management and Performance Improvement of Islamic Banking Financial in Indonesia. AL-’ADALAH, 15, 2, 389. DOI: https://doi.org/10.24042/adalah.v15i2.3200
Nagano M. (2016) Who issues Sukuk and When?: An Analysis of the Determinants of Islamic Bond Is-suance. Review of Financial Economics, 31, 1, pp. 45–55. DOI: https://doi.org/10.1016/j.rfe.2016.05.002
Nasir A., Farooq U. (2017) Analysis of Value at Risk of Sukuk and Conventional Bonds in Pakistan. Journal of Islamic Accounting and Business Research, 8, 4, pp. 375–388. DOI: https://doi.org/10.1108/JIABR-01-2014-0004
Navigating a Challenging Global Financial Condition. Islamic Financial Services Industry Stability Report. (2023).
Nouman M., Ullah K. (2014) Constraints in the Application of Partnerships in Islamic Banks: The Present Contributions and Future Directions. Business and Economic Review, 6, 2, pp. 47–62. DOI: https://doi.org/10.22547/BER/6.2.3
Rahman A.A., Nor S.M. (2016) Challenges of Profit-and-loss Sharing Financing in Malaysian Islamic Banking. Malaysian Journal of Society and Space, 12, 2, pp. 39–46.
Saidu S.K., Junaidu A.S., Jibril R.S. (2018) Financial Instruments: Islamic Versus Conventional. Accounting from a Cross-Cultural Perspective. InTech. DOI: https://doi.org/10.5772/intechopen.76775
Sapuan N. (2016) An Evolution of Mudharabah Contract: A Viewpoint from Classical and Contemporary Islamic Scholars. Procedia Economics and Finance, 35, pp. 349–358. DOI: https://doi.org/10.1016/S2212-5671(16)00043-5
Tashfeen R., Khan M.M.S., Abid S.K. (2022) Financial Derivatives Hedging: A Review of Islamic Finance at Cross Roads. Global Economics Review, VII, I, pp. 157–167. DOI: https://doi.org/10.31703/ger.2022(VII-I).13
Utami D.E. (2018) Issuers’ Insight for Identifying Choice of Sukuk Structuring. Jurnal Keuangan Dan Perbankan, 22, 4. DOI: https://doi.org/10.26905/jkdp.v22i4.2368
Wajdi Dusuki A., Irwani Abdullah N. (2007) Why Do Malaysian Customers Patronise Islamic Banks? International Journal of Bank Marketing, 25, 3, pp. 142–160. DOI: https://doi.org/10.1108/02652320710739850
Waltman L., Van Eck N.J. (2015) Field-Normalized Citation Impact Indicators and the Choice of an Appropriate Counting Method. Journal of Informetrics, 9, 4, pp. 872–894. DOI: https://doi.org/10.1016/j.joi.2015.08.001
Wilson R. (2010) Islamic Banking in the United Kingdom. Handbook of Islamic Finance. Edward Elgar Publishing Limited. DOI: https://doi.org/10.4337/9781849803410.00026
Yusoff A.F., Mat Zain M.N., Yaacob S.E., Hanafi H., Nik Abdul Ghani N.A.R., Mohammad Idrus A.M., Md Radzi M.S.R. (2016) Islamic Personal Financing Instruments in the Malaysian Banking Industries: Issues and Alternatives. Journal of Contemporary Islamic Law, 1, 1, pp. 24–38. DOI: https://doi.org/10.26475/jcil.2016.0101.2438







