Integrative Study between Data Analysis and Shura Principles in Islamic Education Institutions

Authors

  • Nurhana Fakhriyah Imtinan Universitas Islam Negeri Sunan Ampel Surabaya
  • Abdurrozaq Abdurrozaq Universitas Islam Negeri Sunan Ampel, Surabaya
  • Muhammad Thohir Universitas Islam Negeri Sunan Ampel Surabaya
  • Sahudi Sahudi Universitas Islam Negeri Sunan Ampel Surabaya

DOI:

https://doi.org/10.54437/urwatulwutsqo.v15i2.2689

Keywords:

Big Data, Shura, Islamic Education Management, Data Analytics, Islamic Ethics

Abstract

This study aims to examine the integration of data-driven approaches with the principle of shura in Islamic education management using a Systematic Literature Review (SLR) based on the PRISMA 2020 protocol. A total of 27 selected articles from reputable databases such as Scopus, Web of Science, and SINTA (2020–2025) were analyzed. The findings indicate a significant shift from administrative digitalization toward advanced data analytics and intelligent algorithms in decision-making processes. However, the dominance of technological approaches risks neglecting ethical, spiritual, and value-based dimensions inherent in Islamic education. Therefore, this study emphasizes the integration of Islamic epistemology, including bayani, burhani, and irfani, in decision-making. The concept of shura acts as a collective validation mechanism for data analysis results, ensuring that decisions are not purely algorithmic. This study proposes the Data-Driven Shura (DDS) model as an integrative framework combining data analytics with Islamic values to support holistic decision-making. The contribution lies in bridging modern technology with Islamic ethical principles in educational management.

Downloads

Download data is not yet available.

References

Abdullah, O., Shaharuddin, A., Wahid, M. A., & Harun, M. S. (2022). The Potentials and Challenges of Decision Support System for Islamic Banking and Finance. European Journal of Islamic Finance, 9(3), 21–29. https://doi.org/10.13135/2421-2172/6901

Akour, M., & Alenezi, M. (2022). Higher Education Future in the Era of Digital Transformation. Education Sciences, 12(11), 784. https://doi.org/10.3390/educsci12110784

Aulia Rizki & Syamsul Rijal. (2026). Epistemological Foundations of Islamic Education: Bayani, Burhani, and Irfani. Al-Mudarris (Jurnal Ilmiah Pendidikan Islam), 9(1), 1–14. https://doi.org/10.23971/mdr.v9i1.11002

Bakar, A. Y. A., Fazial, F., Abdullah, S. R., Taher, N. H. M., Kasim, N. H., & Hamid, M. S. A. (2024). The Concept of Tabayyun in Dissemination of Information Through Mass Media. International Journal of Academic Research in Business and Social Sciences, 14(1), 2630–2642. https://doi.org/10.6007/IJARBSS/v14-i1/20693

Boujmiraz, S., Darhmaoui, H., & Drissi El Maliani, A. (2026). Predicting student performance: A comprehensive review of machine learning, deep learning, and explainable AI approaches. Computers and Education: Artificial Intelligence, 10, 100548. https://doi.org/10.1016/j.caeai.2026.100548

Dhameria, V., Muazeib, A. I. M., Blhaj, K. M. S., Sugiyarsih, S., & Rosadah, R. A. (2025). The Impact of Digital Transformation in Higher Education Management: Integrating Online Learning and Educational Applications for Efficiency and Accessibility. R. A.., 4(1).

Elihami, E., Masuwd, M. A., Sheerly, S., Ismail, I., Sitonda, S., & Sudirman, M. Y. (2024). Data-Driven Approaches in Islamic Quality Management and Education Technology for Advancing Sustainable Development Goals. Jurnal Pendidikan Progresif, 14(3), 1599–1616. https://doi.org/10.23960/jpp.v14.i3.2024109

Elrawy, S., & Wagdy, B. (2025). Perceptions of generative AI in the architectural profession in Egypt: Opportunities, threats, concerns for the future, and steps to improve. AI & SOCIETY, 40(6), 4235–4263. https://doi.org/10.1007/s00146-025-02193-1

Giandari Maulani, Rito Cipta Sigitta Hariyono, Ken Ditha Tania, Muhammad Eka Purbaya, & Ahmad Jurnaidi Wahidin. (2024). Penerapan Data Mining di Berbagai Bidang. Padang: CV HEI Publishing Indonesia.

Hakami, T. A., Alginahi, Y. M., & Sabri, O. (2025). Exploring the Evolution of Big Data Technologies: A Systematic Literature Review of Trends, Challenges, and Future Directions. Future Internet, 17(9), 427. https://doi.org/10.3390/fi17090427

Huda, M., & Suwahyu, I. (2024). Peran Artificial Intelligence (Ai) Dalam Pembelajaran Pendidikan Agama Islam. Referensi Islamika: Jurnal Studi Islam, 2(2), 53–61. https://doi.org/10.61220/ri.v2i2.005

Mateen, F., Oh, Tergas, Bhayani, & Kamdar. (2013). Titles versus titles and abstracts for initial screening of articles for systematic reviews. Clinical Epidemiology, 89. https://doi.org/10.2147/CLEP.S43118

Nurhasan, A. K., Rizal, M., Rokhman, S., Surbakti, A. H., & Karlina, L. (2025). Agility in Islamic Education: Adapting to Social and Technological Changes in the VUCA Era. Managere: Indonesian Journal of Educational Management, 7(1), 1–13. https://doi.org/10.52627/managere.v7i1.744

Page, M. J., Moher, D., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., … McKenzie, J. E. (2021). PRISMA 2020 explanation and elaboration: Updated guidance and exemplars for reporting systematic reviews. BMJ, n160. https://doi.org/10.1136/bmj.n160

Putra, D. H. A., & Ayyaisy, H. I. (2025). Optimizing Digital Technology in Progressive Islamic Education to Enhance Public Literacy and Combat Hoaxes. Multicultural Islamic Education Review, 63–74. https://doi.org/10.23917/mier.v3i1.9915

Rahayu, B. M., Muhyidin, A., & Jamaludin, U. (2025). Cultural Intelligence Meets EdTech: A Systematic Review on Integrating Local Wisdom into Digital Teaching to Foster Learning Engagement. Jurnal Pendidikan Progresif, 15(3), 1764–1784. https://doi.org/10.23960/jpp.v15i3.pp1764-1784

Sucilawati. (2020). The Concept of Shura in Islamic Governance Practice of Shura during the Caliph Umar Bin Khattab. IJOBSOR.

Surwandono, S., & Kaukab, M. E. (2021). Relevansi Fiqh Informasi Muhammadiyah Dalam Pengelolaan Hoax Dalam Era Disrupsi Informasi. Jurnal Penelitian Dan Pengabdian Kepada Masyarakat UNSIQ, 8(3), 283–290. https://doi.org/10.32699/ppkm.v8i3.1842

Ulum, B., Patria, N. N., & Alatas, A. (t.t.). Analysis Of Islamic Education Management Models In The Digital Era Analisis Model Manajemen Pendidikan Islam Di Era Digital.

Downloads

Published

2026-05-04

How to Cite

Imtinan, N. F., Abdurrozaq, A., Thohir, M., & Sahudi, S. (2026). Integrative Study between Data Analysis and Shura Principles in Islamic Education Institutions. Urwatul Wutsqo: Jurnal Studi Kependidikan Dan Keislaman, 15(2), 690–700. https://doi.org/10.54437/urwatulwutsqo.v15i2.2689