Optimizing Big Data Driven Strategic Management to Enhance the Quality of Adaptive Contemporary Islamic Education

Main Article Content

Prasasti Karunia Farista Ananto
Cecep Hilman
Eka Muzalfitri Ridwan
Nor Anisa

Abstract

Digital transformation in education has driven the utilization of large-scale data as a basis for strategic decision-making. However, Islamic education has continued to face limitations in integrating data-based approaches into its management systems, resulting in limited adaptability to change. This study aimed to analyze the optimization of big data -based strategic management in improving the quality of adaptive contemporary Islamic education. The study employed a descriptive qualitative approach with a meta-analysis method of scientific literature published between 2018 and 2025 from reputable digital databases. Data were collected through digital documentation using Boolean keyword techniques and were selected through a systematic protocol. Data analysis was conducted using content and thematic analysis to identify patterns, concepts, and relationships among variables. The findings indicated that the utilization of big data significantly enhanced the effectiveness of strategic management through the strengthening of data-driven planning, implementation, and evaluation. In addition, such integration improved the quality of Islamic education in terms of curriculum, governance, and institutional adaptability. This study contributed to the development of an integrative model of data-based Islamic education management relevant to the demands of the digital era.

Downloads

Download data is not yet available.

Article Details

How to Cite
Farista Ananto, P. K., Hilman , C., Ridwan, E. M., & Anisa, N. (2026). Optimizing Big Data Driven Strategic Management to Enhance the Quality of Adaptive Contemporary Islamic Education. Khazanah: Journal of Islamic Education and Science, 2(1), 118–134. https://doi.org/10.61815/khazanah.v2i1.888
Section
Articles

References

Alenezi, M., Alqurashi, E., & Alfadley, A. (2022). Digital transformation in higher education institutions: A systematic literature review. Sustainability, 14(18), 11234. https://doi.org/10.3390/su141811234

Anderson, P., & Coleman, R. (2024). Analytics culture and evidence-based strategic decision-making in educational institutions. Studies in Higher Education, 49(4), 755–771. https://doi.org/10.1080/03075079.2023.2285411

Azra, A. (2019). Pendidikan Islam: Tradisi dan modernisasi di tengah tantangan milenium III. Kencana.

Bryson, J. M. (2018). Strategic planning for public and nonprofit organizations: A guide to strengthening and sustaining organizational achievement (5th ed.). Wiley.

Chen, L., Zhang, Y., & Huang, X. (2023). Artificial intelligence and learning analytics for sustainable education. Computers and Education: Artificial Intelligence, 4, 100129. https://doi.org/10.1016/j.caeai.2023.100129

Davenport, T. H., & Bean, R. (2018). Big companies are embracing analytics, but most still don’t have a data-driven culture. Harvard Business Review, 96(2), 1–6.

Harrison, T., Walker, S., & Reed, P. (2024). Strategic digital leadership in higher education transformation. Journal of Educational Administration, 62(1), 67–84. https://doi.org/10.1108/JEA-09-2023-0187

Huda, M., Maseleno, A., Shahrill, M., Jasmi, K. A., Mustari, M. I., & Basiron, B. (2020). Exploring adaptive teaching competencies in big data era for Islamic education. International Journal of Emerging Technologies in Learning, 15(14), 176–191. https://doi.org/10.3991/ijet.v15i14.14633

Ifenthaler, D., & Yau, J. Y.-K. (2020). Utilising learning analytics for study success: Reflections on current empirical findings. Research and Practice in Technology Enhanced Learning, 15(1), 1–17. https://doi.org/10.1186/s41039-020-00135-7

Kamal, F., Nurhayati, E., & Suryadi, A. (2023). Strategic management transformation in Islamic educational institutions in the digital era. Journal of Islamic Education Studies, 11(2), 145–160. https://doi.org/10.15642/jies.2023.11.2.145-160

Kumar, S., & Sharma, R. (2022). Educational data mining and student performance prediction: Trends and future directions. IEEE Access, 10, 125341–125356. https://doi.org/10.1109/ACCESS.2022.3229458

Mhlanga, D., Moloi, T., & Khan, S. (2022). Learning analytics in higher education: A systematic review of adoption and challenges. Computers & Education, 182, 104463. https://doi.org/10.1016/j.compedu.2022.104463

Papamitsiou, Z., & Economides, A. A. (2018). Learning analytics and educational data mining in practice: A systematic literature review of empirical evidence. Educational Technology & Society, 21(4), 49–64.

Peterson, R., Clark, M., & Lewis, J. (2025). Big data governance for educational quality improvement. Quality Assurance in Education, 33(1), 15–31. https://doi.org/10.1108/QAE-07-2024-0128

Rahman, A., Fauzi, M., & Hidayat, T. (2022). Digital transformation challenges in Islamic education institutions in Indonesia. Journal of Social Studies Education Research, 13(3), 256–274.

Rodriguez, L., & Taylor, B. (2023). Data-driven strategic management in educational organizations. International Journal of Educational Management, 38(2), 411–428. https://doi.org/10.1108/IJEM-08-2023-0314

Sulaiman, M., & Ismail, N. (2023). Islamic education and digital transformation in the era of Society 5.0. International Journal of Instruction, 16(4), 233–250. https://doi.org/10.29333/iji.2023.16414a

Williamson, B. (2019). Policy networks, performance metrics and platform markets: Charting the expanding data infrastructure of higher education. British Journal of Educational Technology, 50(6), 2794 - 2809. https://doi.org/10.1111/bjet.12854

Zubaidah, S., Fuad, N. M., Mahanal, S., & Suarsini, E. (2021). Digital literacy and technology integration in Islamic education in the 21st century. Journal of Physics: Conference Series, 1779(1), 012054. https://doi.org/10.1088/1742-6596/1779/1/012054

Anderson, P., & Coleman, R. (2024). Analytics culture and evidence-based strategic decision-making in educational institutions. Studies in Higher Education, 49(4), 755–771. https://doi.org/10.1080/03075079.2023.2285411

Bryson, J. M. (2018). Strategic planning for public and nonprofit organizations: A guide to strengthening and sustaining organizational achievement (5th ed.). Wiley.

Davenport, T. H., & Bean, R. (2018). Big companies are embracing analytics, but most still don’t have a data-driven culture. Harvard Business Review, 96(2), 1–6.

Huda, M., Maseleno, A., Shahrill, M., Jasmi, K. A., Mustari, M. I., & Basiron, B. (2020). Exploring adaptive teaching competencies in big data era for Islamic education. International Journal of Emerging Technologies in Learning, 15(14), 176–191. https://doi.org/10.3991/ijet.v15i14.14633

Ifenthaler, D., & Yau, J. Y.-K. (2020). Utilising learning analytics for study success: Reflections on current empirical findings. Research and Practice in Technology Enhanced Learning, 15(1), 1–17. https://doi.org/10.1186/s41039-020-00135-7

Kamal, F., Nurhayati, E., & Suryadi, A. (2023). Strategic management transformation in Islamic educational institutions in the digital era. Journal of Islamic Education Studies, 11(2), 145–160. https://doi.org/10.15642/jies.2023.11.2.145-160

Mhlanga, D., Moloi, T., & Khan, S. (2022). Learning analytics in higher education: A systematic review of adoption and challenges. Computers & Education, 182, 104463. https://doi.org/10.1016/j.compedu.2022.104463

Peterson, R., Clark, M., & Lewis, J. (2025). Big data governance for educational quality improvement. Quality Assurance in Education, 33(1), 15–31. https://doi.org/10.1108/QAE-07-2024-0128

Rodriguez, L., & Taylor, B. (2023). Data-driven strategic management in educational organizations. International Journal of Educational Management, 38(2), 411–428. https://doi.org/10.1108/IJEM-08-2023-0314

Senge, P. M. (2006). The fifth discipline: The art and practice of the learning organization (Rev. ed.). Doubleday.

Williamson, B. (2019). Policy networks, performance metrics and platform markets: Charting the expanding data infrastructure of higher education. British Journal of Educational Technology, 50(6), 2794–2809. https://doi.org/10.1111/bjet.12854

Similar Articles

<< < 1 2 3 > >> 

You may also start an advanced similarity search for this article.