Merekonseptualisasi Kapasitas Analitis untuk Mengelola Sistem Pendidikan yang Kompleks: Mengintegrasikan Teori Kompleksitas dan Manajemen Pendidikan Berbasis Nilai Islam

Deny Haryadi; Murni Yanto; Muhammad Istan; Beni Azwar

doi:10.31539/zb2ah046

Authors

Deny Haryadi Institut Agama Islam Negeri Curup
Murni Yanto Institut Agama Islam Negeri Curup
Muhammad Istan Institut Agama Islam Negeri Curup
Beni Azwar Institut Agama Islam Negeri Curup

DOI:

https://doi.org/10.31539/zb2ah046

Abstract

This study aims to reconceptualize analytical capacity as a competency framework capable of supporting the management of complex education systems through the integration of complexity theory and Islamic values-based education management. The research method used was a systematic literature review, which examined reputable articles indexed in Scopus using structured identification, screening, eligibility assessment, and inclusion procedures. Data were analyzed through thematic and configurative synthesis to identify patterns, themes, and relationships between the complexity of education systems, analytical capacity, leadership, education policy, and Islamic education governance. The results indicate that analytical capacity can no longer be understood solely as the technical ability to read data, but rather as a structured competency framework encompassing critical thinking, data literacy, systems thinking, modeling, and decision-making in uncertain situations. The findings also indicate that analytical capacity can be systematically developed through contextual, collaborative, and reflective training. However, a research gap remains regarding the application of complexity theory in Islamic education management. The conclusion of this study confirms that the integration of complexity theory and Islamic value-based educational management can strengthen adaptive, ethical, and sustainable educational governance, making analytical capacity a crucial foundation for leadership and decision-making in navigating the increasingly complex dynamics of the education system.

Keywords: Analytical Capacity, Educational Complexity, Islamic Educational Management

References

A, E. K. (2026). Business Intelligence in Public Governance: A Data-Driven Framework for Transparent, Efficient, and Sustainable Policy Systems. Journal of Interdisciplinary Social Digital Creative Engineering Studies, 1(1), 1–7. https://doi.org/10.37871/jisdces1112

Abadi, N. (2025). Unpacking the Policy Implementation in Islamic Schools: A Case of MAN 1 Kudus Indonesia. At-Tarbawi: Jurnal Kajian Kependidikan Islam, 10(1), 82–96. https://doi.org/10.22515/attarbawi.v10i1.12268

Ackermann, F., Maytorena-Sanchez, E., Gavin, C., & Forsyth, S. (2023). Developing Enduring Leadership Competences in Complex Project Management: Charting a Course, Embarking on a Journey. Journal of Management Development, 43(1), 35–48. https://doi.org/10.1108/jmd-09-2022-0218

Alrabie, T., Brown, M., Rice, B., & Marsh, L. (2025). Disaster Preparedness and Response Among Healthcare Professionals During the Hajj: A Systematic Literature Review. Healthcare, 13(13), 1571. https://doi.org/10.3390/healthcare13131571

Aslamiyah, N. (2025). Dynamics of Madrasah and Implementation System Excellent Islamic Education. Scaffolding: Jurnal Pendidikan Islam dan Multikulturalisme, 6(2), 461–472. https://doi.org/10.37680/scaffolding.v6i2.1963

Aslamiyah, S., Purwanto, P., Choiriyah, S., & Royani, I. (2022). Critical Analysis of Government Policy in Education Standards. Tadbir: Jurnal Studi Manajemen Pendidikan, 6(1), 129. https://doi.org/10.29240/jsmp.v6i1.4664

Arfan, O. R., Suti’ah, S., & Namakule, R. O. S. (2024). Concepts and Foundations of Islamic Education Policy From a Public Policy Perspective. Edunesia, 5(2), 1204–1223. https://doi.org/10.51276/edu.v5i2.935

Basheer, M., & Mudzaffar, M. (2024). Crisis Management Model for Islamic Education During the Pandemic and Post-Pandemic Period. JOIS, 1(3), 155–165. https://doi.org/10.35335/y2d68q08

Badrun, B. (2024). Enhancing Islamic Education: The Role of Madrasah-Based Management in Islamic Boarding Schools. Al-Ishlah, 16(2). https://doi.org/10.35445/alishlah.v16i2.5153

Capano, G., Cavalieri, A., & Pritoni, A. (2023). Bureaucratic Policy Work and Analytical Capacities in Central Administrations. International Review of Administrative Sciences, 90(2), 385–401. https://doi.org/10.1177/00208523231188506

Cuthbertson, J., & Weinstein, E. S. (2020). Spinal Immobilization in Disasters: A Systematic Review. Prehospital and Disaster Medicine, 35(4), 406–411. https://doi.org/10.1017/s1049023x20000680

Da’as, R., & Ali, N. (2021). Educational Leaders’ Strategic Thinking Skills. London Review of Education, 19(1). https://doi.org/10.14324/lre.19.1.27

Dewi, M. P., & Wajdi, M. B. N. (2022). Evaluation of Islamic Boarding School Empowerment Program. Al-Hayat Journal of Islamic Education, 6(2), 535. https://doi.org/10.35723/ajie.v6i2.457

Dhungana, C., Sharma, G., Pokharel, B., & Baral, S. (2025). Business Analytics in Public Administration. Journal of Engineering Issues and Solutions, 4(1), 436–452. https://doi.org/10.3126/joeis.v4i1.81599

Fatrisna, Y., Sesmira, M., Mudarti, H., & Rahmi, S. (2024). Analisis Kebijakan Digitalisasi Pendidikan. Indo-Mathedu Intellectuals Journal, 5(6), 7874–7884. https://doi.org/10.54373/imeij.v5i6.2253

Fakhrurrazi, F., Wasilah, N., & Jaya, H. (2023). Islam and Knowledge Integration. Journal of Modern Islamic Studies and Civilization, 2(01), 45–57. https://doi.org/10.59653/jmisc.v2i01.416

Froissard, J.-C., Liu, D., Richards, D., & Atif, A. (2024). Learning Analytics in Higher Education. Ascilite Publications, 73–77. https://doi.org/10.14742/apubs.2017.745

Gunawan, A., Ali, H., & Rosadi, K. I. (2023). Factors Affecting Systems Thinking Management. International Journal of Advanced Multidisciplinary, 2(2), 440–446. https://doi.org/10.38035/ijam.v2i2.321

Hanafi, M. H., & Suyadi, S. (2024). Curriculum Development in Islamic Education. Islamika, 6(2), 448–460. https://doi.org/10.36088/islamika.v6i2.4434

Handayani, P., Asrohah, H., Khoiriyah, N., & Makhsun, T. (2024). Multicultural Islamic Education. Acjoure, 2(1), 107–122. https://doi.org/10.61796/acjoure.v2i1.147

Harvey, M. W., Fleck, J. A., & Threeton, M. D. (2020). Leadership Competencies in Education. Journal of Research on Leadership Education, 17(2), 181–210. https://doi.org/10.1177/1942775120968593

Hill-Berry, N. P., & Burris-Melville, T. S. (2024). Educational Leadership and Resilience in Crises. Power and Education, 17(2), 216–240. https://doi.org/10.1177/17577438241297242

Hosen, Md. K., & Shukri, S. F. B. M. (2023). Islamic Governance Strategy. Hamdard Islamicus, 46(1). https://doi.org/10.57144/hi.v46i1.656

Hulme, A., Thompson, J., Brown, A., & Argus, G. (2022). Complex Systems in Health Research. BMJ Open, 12(10), e064646. https://doi.org/10.1136/bmjopen-2022-064646

Irfan, B., & Djabbari, M. H. (2024). Digital Leadership and Policy Adoption. Perkasa, 1(2), 111–118. https://doi.org/10.69616/perkasa.v1i2.37

Islamy, A., Zulihi, & Nawir, M. S. (2024). Pesantren Regulation Review. Al-Idarah, 9(01), 48–55. https://doi.org/10.54892/jmpialidarah.v9i01.403

Junaidi, N. H., & Jamaludin, K. A. (2024). Digitization of Education Challenges. IJARPED, 13(3). https://doi.org/10.6007/ijarped/v13-i3/22144

Kakemam, E., et al. (2022). Systems Thinking and Patient Safety. Journal of Nursing Management, 30(3), 817–826. https://doi.org/10.1111/jonm.13536

Keskin, Z., & Özalp, M. (2021). Islamic Studies in Universities. Religions, 12(2), 99. https://doi.org/10.3390/rel12020099

Kim, S., Wellstead, A., & Heikkila, T. (2022). Data-Based Policy Innovation. Review of Policy Research, 40(3), 341–362. https://doi.org/10.1111/ropr.12494

Kundu, A. (2025). Educational Leadership and Equity. Journal of Research on Leadership Education. https://doi.org/10.1177/19427751251341301

Lamm, K. W., et al. (2020). Leadership Capacity Building. Journal of Agricultural Education, 61(3), 75–85. https://doi.org/10.5032/jae.2020.03075

Li, J. (2026). Resilience in Public Administration. Public Administration Review. https://doi.org/10.1111/puar.70083

Lin, L., & Kharabsheh, R. (2022). Complex Systems in Education. Applied Mathematics and Nonlinear Sciences, 8(1), 961–968. https://doi.org/10.2478/amns.2022.2.0083

Mansur, M., Fitriani, I. N., & Yusuf, Y. (2024). Conflict Resolution in Education. International Journal of Educational Narratives, 2(5). https://doi.org/10.70177/ijen.v2i5.1336

May, C. K. (2022). Complex Adaptive Governance Systems. Socio-Ecological Practice Research, 4(1), 39–54. https://doi.org/10.1007/s42532-021-00101-7

McBride, K., & Draheim, D. (2020). Complex Adaptive Systems in Governance. Electronic Journal of E-Government, 18(1). https://doi.org/10.34190/ejeg.18.1.004

Migone, A., & Howlett, M. (2022). Policy Capacity Analysis. Australian Journal of Public Administration, 82(1), 3–25. https://doi.org/10.1111/1467-8500.12564

Miftah, M., & Choir, A. (2023). Inclusion Education Policy Dynamics. Qalamuna, 15(1), 473–482. https://doi.org/10.37680/qalamuna.v15i1.2489

Niedlich, S., et al. (2020). Sustainability Governance in Education. Sustainability, 12(5), 1816. https://doi.org/10.3390/su12051816

Novita, M., Wijaya, C., & Atmoko, A. W. (2020). Teacher Distribution Policy. Journal of Education & Social Policy, 7(1). https://doi.org/10.30845/jesp.v7n1p15

Pacheco, R. J. P., et al. (2025). PRISMA Guidelines in Education. Data & Metadata, 4, 698. https://doi.org/10.56294/dm2025698

Phillips, J. M., & Stalter, A. M. (2020). Systems Thinking in Healthcare. Journal of Continuing Education in Nursing, 51(9), 402–411. https://doi.org/10.3928/00220124-20200812-05

Priest, K. L., & Gleason, M. C. (2021). Complexity in Leadership Education. New Directions for Student Leadership, 2021(172), 89–98. https://doi.org/10.1002/yd.20473

Pulungan, R. P., Zulheddi, Z., & Farabi, M. A. (2022). Islamic Leadership Values. Jurnal Basicedu, 6(2), 2180–2189. https://doi.org/10.31004/basicedu.v6i2.2338

Rahman, G. (2025). Value-Based Leadership in Islamic Education. IJIS, 3(2), 83–95. https://doi.org/10.61194/ijis.v3i2.712

Ramayah, T. (2024). Information System Governance in Higher Education. ITSDI, 5(2), 100–107. https://doi.org/10.34306/itsdi.v5i2.658

Rashid, R. A. (2025). Islamic Political Theory and Maqasid. International Journal of Research and Innovation in Social Science, 9(30), 518–525. https://doi.org/10.47772/ijriss.2025.930000066

Reddy, T. A. (2020). Complex Adaptive Systems in Education. ASME Journal of Engineering, 1(2). https://doi.org/10.1115/1.4046853

Ridwan, A. (2020). Pesantren Leadership Dynamics. Epistemé, 15(02), 365–400. https://doi.org/10.21274/epis.2020.15.02.365-400

Saghiri, S., & Mirzabeiki, V. (2021). Omni-Channel Integration Systems. International Journal of Operations & Production Management, 41(11), 1660–1710. https://doi.org/10.1108/ijopm-04-2021-0262

Salim, D. P. (2022). Islamic Law and Policy in Indonesia. Mazahib, 21(2), 187–212. https://doi.org/10.21093/mj.v21i2.5060

Salvador, M., & Sancho, D. (2021). Governance and Public Policy. Sustainability, 13(11), 5978. https://doi.org/10.3390/su13115978

Sánchez, R. M., Ferrández, D., & Morón, C. (2022). Systems Thinking in Education. Sustainability, 14(19), 11812. https://doi.org/10.3390/su141911812

Sanders, C. E., et al. (2022). Systems Thinking in Education. Journal of Agricultural Education, 63(4), 135–150. https://doi.org/10.5032/jae.2022.04135

Shaked, H., & Schechter, C. (2020). Systems Thinking Leadership. Management in Education, 34(3), 107–114. https://doi.org/10.1177/0892020620907327

Sheridan, K., & Satterwhite, R. (2024). Systems Thinking in Leadership. Journal of Leadership Studies, 18(3), 105–111. https://doi.org/10.1002/jls.21911

Shohihah, I. (2025). Madrasah Quality Improvement Strategy. Amuya Indonesian Journal of Management Reviews, 1(2), 389–412. https://doi.org/10.61860/amuya.v1i2.31

Sianipar, B. H., et al. (2025). Transformative Leadership Review. Borneo Journal of Islamic Education, 5(1), 131–145. https://doi.org/10.21093/bjie.v5i1.10760

Siregar, K. E. (2024). AI in Islamic Boarding School Management. Mapendis, 2(2), 94–102. https://doi.org/10.37758/mapendis.22i2.423

Stupak, I., Mansoor, M., & Smith, C. T. (2021). Sustainability Governance. Energy Sustainability and Society, 11(1). https://doi.org/10.1186/s13705-021-00280-x

Sulaiman, T. F. T., & Ghadas, Z. A. A. (2021). Governance Models in Education. Pertanika Journal, 29(S2). https://doi.org/10.47836/pjssh.29.s2.11

Sutrisno. (2025). Islamic Institutional Management Framework. JMPI, 3(2), 234–257. https://doi.org/10.71305/jmpi.v3i2.512

Tabibuddin, M., et al. (2023). Islamic Educational Philosophy. Jurnal Ilmiah Profesi Pendidikan, 8(3), 2013–2017. https://doi.org/10.29303/jipp.v8i3.2109

Temitope, T. (2023). Governance Collaboration Models. International Journal Papier Public Review, 4(2), 18–28. https://doi.org/10.47667/ijppr.v4i2.209

Ulath, S., & Zulkifli, Z. (2024). Minority Policy Analysis. Juspi, 7(2), 100. https://doi.org/10.30829/juspi.v7i2.16671

UNGUREANU, C.-E., et al. (2023). Stakeholder Relationship Management. Bulletin of the Polytechnic Institute of Iași, 69(3), 29–47. https://doi.org/10.2478/bipcm-2023-0022

Uwaezuoke, M.-R. I. (2023). Educational Policy Implementation. Edukasiana, 2(4), 308–317. https://doi.org/10.56916/ejip.v2i4.471

Vanelli, F. (2025). Flood Adaptation Framework. IOP Conference Series: Earth and Environmental Science, 1554(1), 012144. https://doi.org/10.1088/1755-1315/1554/1/012144

Waller, L., et al. (2020). Greenhouse Gas Governance. Wiley Interdisciplinary Reviews Climate Change, 11(4). https://doi.org/10.1002/wcc.649

Wenur, G., et al. (2025). Energy Transition Leadership Framework. KNE Social Sciences, 10(23), 83–97. https://doi.org/10.18502/kss.v10i23.19755

Wasehudin, W., et al. (2023). Merdeka Curriculum in Pesantren. Jurnal Pendidikan Islam, 9(2), 255–266. https://doi.org/10.15575/jpi.v9i2.28918

Yusraini, Y., & Rosadi, K. I. (2022). Madrasah Quality and Leadership Analysis. Dinasti International Journal of Management Science, 3(6), 1152–1166. https://doi.org/10.31933/dijms.v3i6.1314