A Conceptual Model of Big Data-Driven Zakat Management: An Integrative Approach Between Strategic Management and Islamic Economics

Authors

  • Nur Fitry Latief Institut Agama Islam Negeri Manado Author

DOI:

https://doi.org/10.55927/439w0w08

Keywords:

Zakat, Big Data, Strategic Management, Islamic Economics, Conceptual Model

Abstract

Zakat management still faces significant obstacles, such as limited data, low transparency, and inaccurate distribution. This contextual research aims to develop a Big Data-based zakat management model integrated with management strategies and Islamic economic principles. Through a literature review and conceptual analysis, an integrative framework is developed that connects muzaki (recipients) and mustahik (recipients), Big Data analytics for recipient prediction and segmentation, and management strategies for fair, efficient, and sustainable zakat distribution. This model strengthens the accountability, transparency, and operational effectiveness of zakat institutions, ensuring alignment with the principles of social justice and moral responsibility in Islamic economics. This research provides a theoretical contribution to the zakat management literature and provides practical guidance for modern zakat institutions

References

Ahmad, K., & Yahaya, M. H. (2023). Islamic social financing and efficient z akat distribution: impact of fintech adoption among the asnaf in Malaysia. Journal of Islamic Marketing, 14(9), 2253–2284. https://doi.org/10.1108/JIMA-04-2021-0102

Akinlabi, H. A., & Habeebullah, A. A. (2022). Implementation of Zakat Collection and Distribution System in Ibadan Metropolis Using WordPress Core Architecture and Architectonics. Fountain Journal of Natural and Applied Sciences, 11(1). https://doi.org/10.53704/fujnas.v11i1.444

Alam, M. M., Wahab, N. A., Haq, M. A. Al, & Ahmad, S. A. (2021). Sustainable development status of zakat recipients: empirical investigation based on Malaysia’s Kedah State. J. for Global Business Advancement, 14(5), 612. https://doi.org/10.1504/JGBA.2021.123544

Alshater, M. M., Saad, R. A. J., Abd. Wahab, N., & Saba, I. (2021). What do we know about zakat literature? A bibliometric review. Journal of Islamic Accounting and Business Research, 12(4), 544–563. https://doi.org/10.1108/JIABR-07-2020-0208

Amilahaq, F., Wijayanti, P., Mohd Nasir, N. E., & Ahmad, S. (2021). Digital Platform of Zakat Management Organization for Young Adults in Indonesia (pp. 454–462). https://doi.org/10.1007/978-3-030-50454-0_46

Arifin, N., & Anwar, A. Z. (2021). The improvement model of microenterprises of post-disaster through empowerment of productive zakat. Journal of Governance and Regulation, 10(4), 156–163. https://doi.org/10.22495/jgrv10i4art14

Beik, I. S., Swandaru, R., & Rizkiningsih, P. (2021). Utilization of Digital Technology for Zakat Development. In Islamic FinTech (pp. 231–248). Springer International Publishing. https://doi.org/10.1007/978-3-030-45827-0_13

Beik, I. S., Zaenal, M. H., & Saoqi, A. A. Y. (2021). The Optimization of Blockchain for Greater Transparency in Zakat Management. In Islamic FinTech (pp. 281–297). Springer International Publishing. https://doi.org/10.1007/978-3-030-45827-0_16

Chotib, M. (2021). Zakat Management Concept to Accelerate Health and Economic Recovery during the COVID-19 Pandemic. Open Access Macedonian Journal of Medical Sciences, 9(E), 1213–1217. https://doi.org/10.3889/oamjms.2021.7394

Cokrohadisumarto, W. bin M., Zaenudin, Z., Santoso, B., & Sumiati, S. (2019). A study of Indonesian community’s behaviour in paying zakat. Journal of Islamic Marketing, 11(4), 961–976. https://doi.org/10.1108/JIMA-10-2018-0208

Emzaed, A. M., Aulia, S., Rosadhillah, V. K., & Sukti, S. (2023). Restriction of Islamic Civil Society Participation: Genealogy of Zakat Legal Politics and Its Centralized Management in Indonesia. JIL: Journal of Islamic Law, 4(2), 148–171. https://doi.org/10.24260/jil.v4i2.1444

Emzaed, A. M., Kamsi, K., & Lubis, A. A. A. M. R. (2020). THE A Politics of Recognition: The Legislation of Zakat Law in a Transition of New Order and Reform Era. Ulumuna, 24(2), 320–347. https://doi.org/10.20414/ujis.v24i2.404

Emzaed, A. M., Pelu, I. E. A., & Tokhirov, S. (2023). Islamic Law Legislation in Indonesia: Anomalies of the Relationship between Political Configuration and Zakat Legal Product during the Reform Era. Al-Manahij: Jurnal Kajian Hukum Islam, 17(1), 97–112. https://doi.org/10.24090/mnh.v17i1.7815

Faisal, F., Mukhlis, M., Jamaluddin, J., Manfarisyah, M., & Maghfirah, F. (2023). Strengthening Zakat Rules in Indonesia: A Legal Study of the Law on the Government of Aceh. Samarah: Jurnal Hukum Keluarga Dan Hukum Islam, 7(1), 126. https://doi.org/10.22373/sjhk.v7i1.13993

Fakhruddin, F., Hasan, S., Firdaus, D. H., & Hidayat, H. (2024). From Fiqh al-Ibadat to Muamalat: Repositioning Zakat Management in Indonesia in the Perspective of Maqāṣid Al-Sharī’ah. Samarah: Jurnal Hukum Keluarga Dan Hukum Islam, 8(1), 495. https://doi.org/10.22373/sjhk.v8i1.19637

Herianingrum, S., Supriani, I., Sukmana, R., Effendie, E., Widiastuti, T., Fauzi, Q., & Shofawati, A. (2024). Zakat as an instrument of poverty reduction in Indonesia. Journal of Islamic Accounting and Business Research, 15(4), 643–660. https://doi.org/10.1108/JIABR-11-2021-0307

Khamim, K., Adithya, R., Waldan, R., Adzkiya’, U., & M. Nur, U. (2025). Interpreting Corporate Zakat as Trade Zakat: The Construction of Islamic Legal Knowledge and Zakat Collection Practices at Baitulmaal Munzalan Indonesia. Journal of Islamic Law, 6(1), 112–134. https://doi.org/10.24260/jil.v6i1.3679

Khan, S. (2023). A Blockchain based Decentralized Zakat Collection and Distribution Platform. 2023 7th International Conference on Software and E-Business, 9–13. https://doi.org/10.1145/3641067.3641071

Latief, N. F. (2019a). Accounting for Zakat and Infaq (Sadaqah) at Badan Amil Zakat Nasional (BAZNAS) in North Sulawesi, Indonesia. International Journal of Accounting Finance in Asia Pasific. https://doi.org/10.32535/ijafap.v2i2.532

Latief, N. F. (2019b). MANAGING ZAKAT IN THE 4.0 ERA: AN IMPLEMENTATION OF SiMBA IN BAZNAS OF NORTH SULAWESI. Share: Jurnal Ekonomi Dan Keuangan Islam, 8 (2), 238.

Latief, N. F., & Niu, F. A. L. (2020). Accounting Information and Psychological Factors in Capital Market : Do these Affect the Investors’ Decisions to Invest? Jurnal Reviu Akuntansi Dan Keuangan, 10(2), 335–348. https://doi.org/10.22219/jrak.v10i2.12931

Latief, N. F., & others. (2019). Managing zakat in the 4.0 era: an implementation of simba in baznas of north sulawesi. Share: Jurnal Ekonomi Dan Keuangan Islam, 8(2), 238–255.

Latief, N. F., & Sandimula, N. S. (2022). How Accountable is Zakat Management in Indonesia? An Evidence from BAZNAS of North Sulawesi. Share: Jurnal Ekonomi Dan Keuangan Islam, 11(1), 42–60. https://doi.org/10.22373/share.v11i1.11194

Mahdi Syahbandir, Wais Alqarni, Dahlawi MAZ, Abdul Hakim, & Bunyamin Muhiddin. (2022). State Authority for Management of Zakat, Infaq, and Sadaqah as Locally-Generated Revenue: A Case Study at Baitul Mal in Aceh. AL-IHKAM: Jurnal Hukum & Pranata Sosial, 17(2), 554–577. https://doi.org/10.19105/al-lhkam.v17i2.7229

Maulida, S., Amruzi, F. Al, Hakim, B. R., & Beik, I. S. (2024). Post-Pandemic Digital Transformation in Zakat Management: Insights From Maqasyid Syari’ah in South Kalimantan. El-Mashlahah, 14(2), 281–302. https://doi.org/10.23971/el-mashlahah.v14i2.7772

Mohammed, M. O., Robbana, A., & Bedoui, H. (2021). Zakat Digital Management Techniques. In Islamic FinTech (pp. 299–317). Springer International Publishing. https://doi.org/10.1007/978-3-030-45827-0_17

Mubin, M. U., & Siddiq, A. (2022). Contextualization of Mustaḥiq Zakat at LAZNAS Nurul Hayat Surabaya. Al-Manahij: Jurnal Kajian Hukum Islam, 193–208. https://doi.org/10.24090/mnh.v16i2.6915

Mukhlishin, Jelang Ramadhan, & Imam Khomeini Hayatullah. (2025). Zakat and Waqf Synergies to Accelerating Sustainable Development. Journal of Sustainable Development and Regulatory Issues (JSDERI), 3(1), 29–54. https://doi.org/10.53955/jsderi.v3i1.56

Musa, A., Zulfikar, T., & Khalidin, B. (2022). Digital-Based Information System of Zakat Management in Indonesia: Strategies for Increasing Revenue in Fiqh Muamalah Perspectives. Samarah: Jurnal Hukum Keluarga Dan Hukum Islam, 6(2), 614. https://doi.org/10.22373/sjhk.v6i2.11960

Mustari, N., Razak, R., Junaedi, J., Fatmawati, F., Hawing, H., & Baharuddin, T. (2024). Multipartner governance and the urgency of poverty alleviation policy: Zakat fundraising management. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2024.2361529

Mutamimah, M., Alifah, S., Gunawan, G., & Adnjani, M. D. (2021). ICT-based collaborative framework for improving the performance of zakat management organisations in Indonesia. Journal of Islamic Accounting and Business Research, 12(6), 887–903. https://doi.org/10.1108/JIABR-05-2020-0154

Othman, Y. H., Sheh Yusuff, M. S., & Khaled Moawad, A. M. (2021). Analyzing Zakat as a Social Finance Instrument to Help Achieve the Sustainable Development Goals in Kedah. Studies of Applied Economics, 39(10). https://doi.org/10.25115/eea.v39i10.5346

Owoyemi, M. Y. (2020). Zakat management. Journal of Islamic Accounting and Business Research, 11(2), 498–510. https://doi.org/10.1108/JIABR-07-2017-0097

Rosele, M. I., Muneem, A., Rahman, N. N. B. A., & Ali, A. K. (2022). The Digitalized Zakat Management System in Malaysia and the Way Forward. AL-IHKAM: Jurnal Hukum & Pranata Sosial, 17(1), 242–272. https://doi.org/10.19105/al-lhkam.v17i1.5365

Ryandono, M. N. H., Widiastuti, T., Cahyono, E. F., Filianti, D., Qulub, A. S., & Al Mustofa, M. U. (2023). Efficiency of zakat institutions in Indonesia: data envelopment analysis (DEA) vs free disposal hull (FDH) vs super-efficiency DEA. Journal of Islamic Accounting and Business Research, 14(8), 1344–1363. https://doi.org/10.1108/JIABR-05-2021-0144

Saad, R. A. J., Ahmi, A., Sawandi, N., & Abdul Aziz, N. M. (2023). Zakat administration reformation towards an effective and efficient zakat revenue generation. Journal of Islamic Accounting and Business Research, 14(8), 1232–1260. https://doi.org/10.1108/JIABR-05-2021-0151

Sarif, S., Ali, N. A., & Kamri, N. ‘Azzah. (2024). Zakat for generating sustainable income: an emerging mechanism of productive distribution. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2312598

Sawmar, A. A., & Mohammed, M. O. (2021). Enhancing zakat compliance through good governance: a conceptual framework. ISRA International Journal of Islamic Finance, 13(1), 136–154. https://doi.org/10.1108/IJIF-10-2018-0116

Syaikhu, S., Norwili, N., & Adawiyah, R. (2022). The Zakat Management Legal Conflict of the Prismatic Society in Central Kalimantan. Al-Manahij: Jurnal Kajian Hukum Islam, 209–222. https://doi.org/10.24090/mnh.v16i2.6014

Syed Yusuf, S. N., Sanawi, N. H., Ghani, E. K., Muhammad, R., Daud, D., & Kasim, E. S. (2024). Examining technology improvement, procedural application and governance on the effectiveness zakat distribution. International Journal of Ethics and Systems, 40(1), 103–126. https://doi.org/10.1108/IJOES-02-2022-0031

Usman, M. (2023). Zakat Distribution for Handling Transgender in Indonesia: A Perspective of Maṣlāḥah Mursalaḥ. Samarah: Jurnal Hukum Keluarga Dan Hukum Islam, 7(1), 357. https://doi.org/10.22373/sjhk.v7i1.16934

Widiastuti, T., Cahyono, E. F., Zulaikha, S., Mawardi, I., & Al Mustofa, M. U. (2021). Optimizing zakat governance in East Java using analytical network process (ANP): the role of zakat technology (ZakaTech). Journal of Islamic Accounting and Business Research, 12(3), 301–319. https://doi.org/10.1108/JIABR-09-2020-0307

Yahya, I. (2020). Zakat Management in Indonesia: a Legal Political Perspective. Al-Ahkam, 30(2), 195–214. https://doi.org/10.21580/ahkam.2020.30.2.6420

Zainuddin, Z., Aan Aswari, & Salle. (2023). Voluntary System: The Legal Problems of Zakat Management For The Fulfillment of Socio-Economic Justice. Yuridika, 38(3), 685–704. https://doi.org/10.20473/ydk.v38i3.43885

Published

2025-12-02