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Abstract

This paper examines global research trends, collaborative networks, and prevailing themes in digital zakat and Islamic fintech studies published from 2012 to 2025. We retrieved a total of 194 Scopus-indexed publications using bibliometric methods on September 23, 2025, and analyzed them using VOSviewer version 1.6.20. The analysis set a minimum occurrence threshold of 5 for keywords and a minimum citation threshold of 10 for documents. The results indicate that the number of publications has been steadily rising since 2017, with the most in 2023 (42 documents). Malaysia, Indonesia, and Nigeria were the top contributors, and INCEIF University and the International Islamic University Malaysia were the main places where people worked together. The Journal of Islamic Accounting and Business Research and the International Journal of Islamic and Middle East Finance and Management were the two most active places to publish. Keyword analysis shows that the most important topics are zakat, fintech, financial inclusion, blockchain, and sustainable development. Recent research is focusing increasingly on new technologies and the world after COVID-19. The results indicate that digital zakat and Islamic fintech lead to more open and fair financial practices.

References

Abdul Razak, S. H. A. (2020). Zakat and waqf as instrument of Islamic wealth in poverty alleviation and redistribution: Case of Malaysia. International Journal of Sociology and Social Policy, 40(3–4), 249–266. https://doi.org/10.1108/IJSSP-11-2018-0208

Ahmad, S., Lensink, R., & Mueller, A. (2020). The double bottom line of microfinance: A global comparison between conventional and Islamic microfinance. World Development, 136. https://doi.org/10.1016/j.worlddev.2020.105130

Alfarizi, M. (2023). Zakat Melalui FinTech: Analitik Literatur Perspektif Hukum Ekonomi Islam. Jurnal Kawakib, 4(1), 41–56. https://doi.org/10.24036/kwkib.v4i1.88

Alshater, M. M., Saba, I., Supriani, I., & Rabbani, M. R. (2022). Fintech in islamic finance literature: A review. Heliyon, 8(9). https://doi.org/10.1016/j.heliyon.2022.e10385

Amri, M. C. E. L., Mohammed, M. O., & AlKhalili, M. M. S. (2024). FINTECH ADOPTION AND ITS INVESTMENT IMPACT IN ISLAMIC SOCIAL FINANCE: THE CASE OF ZAKAT. Qudus International Journal of Islamic Studies, 12(2), 213–254. https://doi.org/10.21043/qijis.v12i2.17069

Ascarya, A. (2022). The role of Islamic social finance during Covid-19 pandemic in Indonesia’s economic recovery. International Journal of Islamic and Middle Eastern Finance and Management, 15(2), 386–405. https://doi.org/10.1108/IMEFM-07-2020-0351

Ashurov, S., Abdullah Othman, A. H., Syed Jaafar Alhabshi, S. M. B., Habibullah, M., & Muhamad Yusof, M. S. (2022). Developing a Conceptual Framework for Zakat Collection and Distribution Impact on Social Welfare Through Implications of SDGs. In Research Anthology on Measuring and Achieving Sustainable Development Goals (Vol. 2, pp. 422–440). IGI Global. https://doi.org/10.4018/978-1-6684-3885-5.ch022

Bin-Nashwan, S. A. (2022). Toward diffusion of e-Zakat initiatives amid the COVID-19 crisis and beyond. Foresight, 24(2), 141–158. https://doi.org/10.1108/FS-08-2020-0082

Chen, N., & Yu, M. T. (2023). Sharia compliance, national governance, and value of cash in Organization of Islamic Cooperation countries. Humanities and Social Sciences Communications, 10(1), 1–10. https://doi.org/10.1057/s41599-023-01521-4

Collins, S. P., Storrow, A., Liu, D., Jenkins, C. A., Miller, K. F., Kampe, C., & Butler, J. (2019). Islamic Finance in the Digital World: Opportunities and Challenges. Journal of Islam in Asia EDITOR-in-CHIEF, 16(3).

Dewi, P. S., Widodo, A., Rochintaniawati, D., & Prima, E. C. (2021). Web-Based Inquiry in Science Learning: Bibliometric Analysis. Indonesian Journal of Science and Mathematics Education, 4(2), 191–203. https://doi.org/10.24042/ijsme.v4i2.9576

Dupi, Muhamad., & S. M. S. P. (2025). Digital Da ’ wah Studies : A Bibliometric Analysis of Trends , Patterns , and Collaboration Networks. Dialogia Jurnal Studi Islam Dan Sosial, 23(01), 49–66. https://doi.org/10.21154/dialogia.v23i01.10612

Dupi, M., & Baloch, I. U. (2025a). Digital transformation in the halal industry : A bibliometric analysis of global research. International Journal of Halal Industry (IJHI), 1(2), 221–235. https://doi.org/10.20885/ijhi.vol1.iss2.art7

Dupi, M., & Baloch, I. U. (2025b). FIQH PERSPECTIVES ON DIGITAL ZAKAT: MAPPING GLOBAL SCHOLARSHIP THROUGH BIBLIOMETRIC ANALYSIS. Al-Majaalis : Jurnal Dirasat Islamiyah, 13(1), 57–75. https://doi.org/https://doi.org/10.37397/al-majaalis.v13i1.1121

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 and Finance, 13(1). https://doi.org/10.1080/23322039.2025.2490819

Friantoro, D., & Zaki, K. (2019). Do We Need Financial Technology for Collecting Zakat? International Conference of Zakat. https://doi.org/10.37706/iconz.2018.133

Garfield, E. (2009). From the science of science to Scientometrics visualizing the history of science with HistCite software. Journal of Informetrics, 3(3), 173–179. https://doi.org/10.1016/j.joi.2009.03.009

Huang, T., Zhong, W., Lu, C., Zhang, C., Deng, Z., Zhou, R., Zhao, Z., & Luo, X. (2022). Visualized Analysis of Global Studies on Cervical Spondylosis Surgery: A Bibliometric Study Based on Web of Science Database and VOSviewer. Indian Journal of Orthopaedics, 56(6), 996–1010. https://doi.org/10.1007/s43465-021-00581-5

Hussin, M. Y. M., Rahman, A. A., Ismail, Z., Muhammad, F., & Razak, A. A. (2024). Islamic Social Finance as Alternative Mechanism for Well-being of the Community: A Bibliometric Analysis. Pakistan Journal of Life and Social Sciences, 22(2), 6509–6533. https://doi.org/10.57239/PJLSS-2024-22.2.00491

Karakus, M., Ersozlu, A., & Clark, A. C. (2019a). Augmented reality research in education: A bibliometric study. Eurasia Journal of Mathematics, Science and Technology Education, 15(10). https://doi.org/10.29333/ejmste/103904

Karakus, M., Ersozlu, A., & Clark, A. C. (2019b). Augmented reality research in education: A bibliometric study. Eurasia Journal of Mathematics, Science and Technology Education, 15(10). https://doi.org/https://doi.org/10.29333/ejmste/103904

KILIÇ, G. (2023). The Emergence of Islamic Fintech and Its Applications. International Journal of Islamic Economics and Finance Studies, 9(September), 212–236. https://doi.org/10.54427/ijisef.1328087

Li, B., & Xu, Z. (2021). Insights into financial technology (FinTech): a bibliometric and visual study. Financial Innovation, 7(1). https://doi.org/10.1186/s40854-021-00285-7

Mohd-Nor, S., Abdul-Majid, M., & Esrati, S. N. (2021). The role of blockchain technology in enhancing Islamic social finance: the case of Zakah management in Malaysia. Foresight, 23(5), 509–527. https://doi.org/10.1108/FS-06-2020-0058

Napitupulu, R. M., Rusydiana, A. S., & Handayani, L. (2025). Insights from Financial Inclusion in Islamic Finance: A Hybrid Review. In Contributions to Economics: Vol. Part F858 (pp. 223–249). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-96-8650-6_11

Nazim Ali, S., & Hakim Jumat, Z. (2024). Islamic finance in the age of digital transformation: an introduction. In Islamic Finance in the Digital Age (pp. 1–7). Edward Elgar Publishing Ltd. https://doi.org/10.4337/9781035322954.00009

Nor Paizin, M., Ab Rahman, S. M., Wahid, K. A., Nafi, M. N. A., Awang, S., & Setapa, M. (2021). Bibliometric Analysis of Zakat Research in Scopus Database. International Journal of Zakat, 6(1), 13–24. https://doi.org/10.37706/ijaz.v6i1.253

Oyewola, D. O., & Dada, E. G. (2022). Exploring machine learning: a scientometrics approach using bibliometrix and VOSviewer. SN Applied Sciences, 4(5). https://doi.org/10.1007/s42452-022-05027-7

Pati, U. K. (2021). Sharia Fintech as a Sharia Compliance Solution in the Optimization of Electronic-Based Mosque’s Ziswaf Management. Padjadjaran Jurnal Ilmu Hukum, 8(1), 47–70. https://doi.org/10.22304/pjih.v8n1.a3

Qudah, H., Malahim, S., Airout, R., Alomari, M., Hamour, A. A., & Alqudah, M. (2023). Islamic Finance in the Era of Financial Technology: A Bibliometric Review of Future Trends. International Journal of Financial Studies, 11(2). https://doi.org/10.3390/ijfs11020076

Sahabuddin, M., Sakib, M. N., Rahman, M. M., Jibir, A., Fahlevi, M., Aljuaid, M., & Grabowska, S. (2023). The Evolution of FinTech in Scientific Research: A Bibliometric Analysis. Sustainability (Switzerland), 15(9), 1–16. https://doi.org/10.3390/su15097176

Santoso, B., Wijayanti, P., & Austriani, F. (2023). Zakat Management Model Based on ICT. In Lecture Notes on Data Engineering and Communications Technologies (Vol. 161, pp. 85–97). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-26281-4_9

Sercan, S. (2024). BIBLIOMETRIC ANALYSIS OF RESEARCH IN ISLAMIC FINANCE LITERATURE. Journal of Islamic Economics and Finance, 10(2), 338–364. https://doi.org/https://doi.org.tr/10.54863/jief.1532586

Shah, S. H. H., Lei, S., Ali, M., Doronin, D., & Hussain, S. T. (2020). Prosumption: bibliometric analysis using HistCite and VOSviewer. Kybernetes, 49(3), 1020–1045. https://doi.org/10.1108/K-12-2018-0696

Shikur, A. A., Aslan, H., & Fodol, M. Z. (2025). Factors influencing zakat payment among Ethiopian Muslims: a PLS-SEM analysis. International Journal of Islamic and Middle Eastern Finance and Management. https://doi.org/10.1108/IMEFM-07-2024-0362

Sovacool, B. K., Daniels, C., & AbdulRafiu, A. (2022). Science for whom? Examining the data quality, themes, and trends in 30 years of public funding for global climate change and energy research. Energy Research and Social Science, 89(July), 102645. https://doi.org/10.1016/j.erss.2022.102645

Syamlan, Y. T., & Antonio, M. S. (2023). a Bibliometric Analysis of Islamic Regtech Research Indexed By Dimension.Ai. Airlangga International Journal of Islamic Economics and Finance, 6(01), 22–32. https://doi.org/10.20473/aijief.v6i01.44284

Syed, M. H., Khan, S., Rabbani, M. R., & Thalassinos, Y. E. (2020). An artificial intelligence and NLP based Islamic FinTech model combining zakat and Qardh-Al-Hasan for countering the adverse impact of COVID 19 on SMEs and individuals. International Journal of Economics and Business Administration, 8(2), 351–364. https://doi.org/10.35808/IJEBA/466

Tello-Gamarra, J., Campos-Teixeira, D., Longaray, A. A., Reis, J., & Hernani-Merino, M. (2022). Fintechs and Institutions: A Systematic Literature Review and Future Research Agenda. Journal of Theoretical and Applied Electronic Commerce Research, 17(2), 722–750. https://doi.org/10.3390/jtaer17020038

Usman, H., Mulia, D., Chairy, C., & Projo, N. (2022). Integrating trust, religiosity and image into technology acceptance model: the case of the Islamic philanthropy in Indonesia. Journal of Islamic Marketing, 13(2), 381–409. https://doi.org/10.1108/JIMA-01-2020-0020

van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3

van Eck, N. J., & Waltman, L. (2017). Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 111(2), 1053–1070. https://doi.org/10.1007/s11192-017-2300-7

Zauro, N. A., Saad, R. A. J., Ahmi, A., & Mohd Hussin, M. Y. (2020). Integration of Waqf towards enhancing financial inclusion and socio-economic justice in Nigeria. International Journal of Ethics and Systems, 36(4), 491–505. https://doi.org/10.1108/IJOES-04-2020-0054

Zauro, N. A., Saad, R. A. J., & Sawandi, N. (2020). Enhancing socio-economic justice and financial inclusion in Nigeria: The role of zakat, Sadaqah and Qardhul Hassan. Journal of Islamic Accounting and Business Research, 11(3), 555–572. https://doi.org/10.1108/JIABR-11-2016-0134

Zulkhibri, M. (2016). Financial inclusion, financial inclusion policy and Islamic finance. Macroeconomics and Finance in Emerging Market Economies, 9(3), 303–320. https://doi.org/10.1080/17520843.2016.1173716

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