Mapping research trends in islamic education management: a bibliometric analysis of global scholarly publications

  • Syarifah Syarifah 
    Universitas Islam Negeri Sultan Syarif Kasim Riau
    Indonesia

Abstract

Islamic education management has grown into a distinct field that integrates managerial theory, educational leadership, and Islamic values within schools, madrasahs, pesantren, and Islamic higher education institutions. Despite this expansion, the intellectual structure of the field remains fragmented and insufficiently mapped, making it difficult to identify how scholars collaborate, which works exert the greatest influence, and which themes are consolidating or emerging. This study aims to map the collaboration structure, scholarly influence, and thematic development of research on Islamic education management. A bibliometric approach combining performance-oriented mapping and science mapping was applied. Records were retrieved from the Scopus database using a title–abstract–keyword query combining Islamic education with management-related terms, yielding 403 initial records. After refinement to English-language journal articles, 293 documents constituted the analytical dataset, which was examined and visualised with VOSviewer through co-authorship, citation, and keyword co-occurrence analyses. The results reveal a highly dispersed collaboration structure composed of many small, weakly connected author clusters with no dominant producers. Citation analysis identifies a small set of disproportionately influential works, led by Sahin (2018) and Lukens-Bull (2001), that anchor the intellectual foundation of this Scopus-indexed, English-language corpus. Keyword analysis shows a core built around Islamic education, management, leadership, and pesantren, with religious moderation, madrasah, and Islamic higher education emerging as the most recent thematic fronts. Because the corpus is confined to Scopus-indexed, English-language articles, the results are best read as a map of the internationally indexed segment of the field rather than of its entirety, since a substantial body of Islamic education management scholarship appears in regional and Arabic-language outlets that Scopus does not cover. Within this scope, the study contributes a transparent, replicable map and highlights the need for stronger cross-institutional collaboration and theory building in Islamic education management.

Keywords
  • Bibliometric analysis
  • Educational management
  • Islamic education management
  • Research trends
  • Scholarly mapping
Lisensing Information
Creative Commons License

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How to Cite
Syarifah, S. (2026). Mapping research trends in islamic education management: a bibliometric analysis of global scholarly publications. Southeast Asian Journal of Technology and Science, 7(1), 261–274. https://doi.org/10.29210/810712700
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References
  1. Abubakari, M. S., Zakaria, G. A. N., & Musa, J. (2024). Perceived compatibility and students’ intention to adopt digital technologies in Islamic education institutions. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2024.2430869
  2. Adama, O. (2014). Marginalisation and integration within the informal urban economy: The case of child waste pickers in Kaduna, Nigeria. International Development Planning Review, 36(2), 155–180. https://doi.org/10.3828/idpr.2014.11
  3. Adamson, C. (2007). Gendered anxieties: Islam, women’s rights, and moral hierarchy in Java. Anthropological Quarterly, 80(1), 5–37. https://doi.org/10.1353/anq.2007.0000
  4. Ali, B.-E.-D. (1985). Islamic law and crime: The case of Saudi Arabia. International Journal of Comparative and Applied Criminal Justice, 9(1–2), 45–57. https://doi.org/10.1080/01924036.1985.9688820
  5. Arif, M., Aziz, M. K. N. A., & Abdurakhmonovich, Y. A. (2024). Trend strategy to prevent bullying in Islamic boarding schools (pesantren). Jurnal Ilmiah Peuradeun, 12(2), 639–670. https://doi.org/10.26811/peuradeun.v12i2.1087
  6. Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
  7. Bisri, A., Supardi, Heryatun, Y., Hunainah, & Navira, A. (2025). Educational data mining model using support vector machine for student academic performance evaluation. Journal of Education and Learning, 19(1), 478–486. https://doi.org/10.11591/edulearn.v19i1.21609
  8. Broadus, R. N. (1987). Toward a definition of “bibliometrics.” Scientometrics, 12(5–6), 373–379. https://doi.org/10.1007/BF02016680
  9. Bush, T. (2011). Theories of educational leadership and management (4th ed.). SAGE Publications.
  10. Callon, M., Courtial, J. P., Turner, W. A., & Bauin, S. (1983). From translations to problematic networks: An introduction to co-word analysis. Social Science Information, 22(2), 191–235. https://doi.org/10.1177/053901883022002003
  11. Chotimah, C., Qudsy, S. Z., & Yusuf, M. (2025). Superficial implementation of religious moderation in Islamic educational management. Cogent Education, 12(1). https://doi.org/10.1080/2331186X.2024.2442235
  12. Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382–1402. https://doi.org/10.1002/asi.21525
  13. Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
  14. Ellegaard, O., & Wallin, J. A. (2015). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 105(3), 1809–1831. https://doi.org/10.1007/s11192-015-1645-z
  15. Guven, I. (2005). The impact of political Islam on education: The revitalization of Islamic education in the Turkish educational setting. International Journal of Educational Development, 25(3), 193–208. https://doi.org/10.1016/j.ijedudev.2004.08.001
  16. Haidar, M. A., Hasanah, M., & Ma’arif, M. A. (2022). Educational challenges to human resource development in Islamic education institutions. Munaddhomah, 3(4), 366–377. https://doi.org/10.31538/munaddhomah.v3i4.309
  17. Hallinger, P. (2018). Bringing context out of the shadows of leadership. Educational Management Administration & Leadership, 46(1), 5–24. https://doi.org/10.1177/1741143216670652
  18. Hidayah, S. N. (2021). Pesantren for middle-class Muslims in Indonesia (between religious commodification and pious neoliberalism). Qudus International Journal of Islamic Studies, 9(1), 209–244. https://doi.org/10.21043/QIJIS.V9I1.7641
  19. Jubba, H., Pabbajah, M., Abdullah, I., & Juhansar. (2021). Reorienting moral education for millennial Muslims: The changing role of Islamic boarding schools in Indonesia. Islamic Quarterly, 65(3), 423–441.
  20. Kessler, M. M. (1963). Bibliographic coupling between scientific papers. American Documentation, 14(1), 10–25. https://doi.org/10.1002/asi.5090140103
  21. Leithwood, K., Harris, A., & Hopkins, D. (2020). Seven strong claims about successful school leadership revisited. School Leadership & Management, 40(1), 5–22. https://doi.org/10.1080/13632434.2019.1596077
  22. Lukens-Bull, R. A. (2001). Two sides of the same coin: Modernity and tradition in Islamic education in Indonesia. Anthropology and Education Quarterly, 32(3), 350–372. https://doi.org/10.1525/aeq.2001.32.3.350
  23. Masturin, Ritonga, M. R., & Amaroh, S. (2022). Tawhid-based green learning in Islamic higher education: An insan kamil character building. Qudus International Journal of Islamic Studies, 10(1), 215–252. https://doi.org/10.21043/qijis.v10i1.14124
  24. Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097
  25. Nainggolan, Y. A., Prahmila, D. I., & Syaputri, A. R. (2023). Do board characteristics affect bank risk-taking and performance? Evidence from Indonesian and Malaysian Islamic banks. Journal of Management and Governance, 27(4), 1115–1145. https://doi.org/10.1007/s10997-022-09625-w
  26. Oba, A. A. (2004). Lawyers, legal education and the shari’ah courts in Nigeria. Journal of Legal Pluralism and Unofficial Law, 36(49), 113–161. https://doi.org/10.1080/07329113.2004.10756575
  27. Pariyanti, E., Rosid, A., & Adawiyah, W. R. (2022). Workplace deviant behavior among employees of Islamic-based universities in Lampung: The moderating role of Islamic workplace spirituality. Journal of Applied Research in Higher Education, 14(4), 1567–1591. https://doi.org/10.1108/JARHE-03-2021-0089
  28. Park, J., & Niyozov, S. (2008). Madrasa education in South Asia and Southeast Asia: Current issues and debates. Asia Pacific Journal of Education, 28(4), 323–351. https://doi.org/10.1080/02188790802475372
  29. Pranckutė, R. (2021). Web of Science (WoS) and Scopus: The titans of bibliographic information in today’s academic world. Publications, 9(1), 12. https://doi.org/10.3390/publications9010012
  30. Pritchard, A. (1969). Statistical bibliography or bibliometrics? Journal of Documentation, 25(4), 348–349.
  31. Sahin, A. (2018). Critical issues in Islamic education studies: Rethinking Islamic and Western liberal secular values of education. Religions, 9(11), 335. https://doi.org/10.3390/rel9110335
  32. Setiadi, R., Kartadinata, S., Ilfiandra, & Nakaya, A. (2017). A peace pedagogy model for the development of peace culture in an education setting. The Open Psychology Journal, 10, 182–189. https://doi.org/10.2174/1874350101710010182
  33. Small, H. (1973). Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science, 24(4), 265–269. https://doi.org/10.1002/asi.4630240406
  34. Suryani, S., Sudrajat, B., Hendryadi, H., Saihu, M., Amalia, E., & Fathoni, M. A. (2023). Development of thriving at work and organizational citizenship behavior through Islamic work ethics and humble leadership. Asian Journal of Business Ethics, 12(1), 1–23. https://doi.org/10.1007/s13520-022-00160-3
  35. Suyadi, Nuryana, Z., Sutrisno, & Baidi. (2022). Academic reform and sustainability of Islamic higher education in Indonesia. International Journal of Educational Development, 89, 102534. https://doi.org/10.1016/j.ijedudev.2021.102534
  36. 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
  37. Waltman, L., van Eck, N. J., & Noyons, E. C. M. (2010). A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4(4), 629–635. https://doi.org/10.1016/j.joi.2010.07.002
  38. Zaenurrosyid, A., Sholihah, H., & Nurhidayatuloh. (2024). The Islamic philanthropy model based on maslahah principles for developing Islamic campus in Java. Ijtihad: Jurnal Wacana Hukum Islam dan Kemanusiaan, 24(2), 279–304. https://doi.org/10.18326/IJTIHAD.V24I2.279-304
  39. Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629

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