Islamic Education Leadership Bibliometric Trends and Collaboration Networks
Tren Bibliometrik Kepemimpinan Pendidikan Islam dan Jaringan Kolaborasi
DOI:
https://doi.org/10.21070/halaqa.v10i1.1810Keywords:
Islamic Education Leadership, Bibliometric Analysis, Religious Moderation, Pedagogical InnovationAbstract
Despite the rising significance of Islamic Education Leadership, no extensive bibliometric study has been done to investigate its correlation with educational innovation and religious moderation. With the help of Biblioshiny (RStudio) and VOSviewer, this study presents a map of publication trends, topic clusters, and cooperation networks for 280 Scopus-indexed papers published between 2010 and 2025. Main findings: (1) This field becoming more visible as publications rose to 68 in 2025. (2) Holistic, value-based and gender-sensitive management and organizational structures so that spiritual leadership, women’s leadership and maqasid syariah | are the three significant development problems. (3) Indonesia generates the most articles (155) and is the center of international cooperation (betweenness: 15,000; pagerank: 0.330), but the intra-author network disintegrates clearly. This is the first bibliometric study that connects Islamic Educational Leadership and pedagogical innovation to religious moderation. Examples of utilization for Islamic schools are evidence-based curriculum reform, inclusive leadership development and cross-institutional research cooperation.
Highlights
• Publication growth demonstrates rapid expansion of the research field after 2019
• Thematic clusters emphasize value-oriented, gender-inclusive, and spiritual leadership paradigms
• Global collaboration is centralized in Indonesia with fragmented author-level networks
Keyword
Islamic Education Leadership, Bibliometric Analysis, Religious Moderation, Pedagogical Innovation, Collaboration Network
Downloads
References
Abdullah, A. (2021). Religious Moderation in Islamic Education: Contemporary Challenges and Prospects. Journal of Islamic Education Studies, 8(2), 145–163.
Afsar, B., & Umrani, W. A. (2020). Transformational leadership and innovative work behavior: The role of motivation to learn, task complexity and innovation climate. European Journal of Innovation Management, 23(3), 402–428. https://doi.org/10.1108/EJIM-12-2018-0257
Akowuah, E. F., Benson, R. A., Caruana, E. J., Chetty, G., Edwards, J. G., Forlani, S., Gradinariu, G., Murphy, G. J., Oo, A., Patel, A., Ridley, B., Rogers, L. J., Sanders, J., Tyson, N., Vaja, R., Siaw-Acheampong, K., Argus, L., Chaudhry, D., Dawson, B. E., … Gwini, G. P. (2021). Early outcomes and complications following cardiac surgery in patients testing positive for coronavirus disease 2019: An international cohort study. Journal of Thoracic and Cardiovascular Surgery, 162(2), e355–e372. https://doi.org/10.1016/j.jtcvs.2021.03.091
Al-Mahdy, Y. F. H., Emam, M. M., & Hallinger, P. (2023). Women’s empowerment and leadership development in Arab societies: Barriers and enablers. Educational Management Administration & Leadership, 51(3), 612–635. https://doi.org/10.1177/17411432211003789
Al-Rawashdeh, A. Z., Al-Qudah, H., & Obeidat, B. Y. (2022). Female leadership in Islamic educational contexts: Challenges and opportunities. International Journal of Educational Management, 36(5), 789–808. https://doi.org/10.1108/IJEM-08-2021-0345
Alazmi, A. A., & Bush, T. (2024). An Islamic-oriented educational leadership model: towards a new theory of school leadership in Muslim societies. Journal of Educational Administration and History, 56(3), 312–334. https://doi.org/10.1080/00220620.2023.2292573
Alghamdi, A. K., el-Hassan, W. S., & Alattiq, M. (2022). Preparing Saudi women educators for teacher leader roles in accord with societal expectations of Islamic leadership. Issues in Educational Research, 32(1). https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126826802&partnerID=40&md5=a3dfc0ed70508e010b55a5d09e9dda2e
Alshurman, M. (2023). Spiritual leadership in Islamic schools: Impact on teacher commitment and student outcomes. Journal of Educational Administration, 61(2), 178–196.
Aminudin, A., Cahyani, D., Munawaroh, M., & Arifudin, I. (2025). Bibliometric Analysis of Islamic Education Management Research Trends in Indonesia (2015–2025). Al-Tanzim: Jurnal Manajemen Pendidikan Islam, 9(3), [Nomor Halaman Awal]-[Nomor Halaman Akhir]. https://doi.org/10.33650/al-tanzim.v9i3.11765
Azra, A. (2022). Moderate Islam and educational reform in Indonesia. Asian Journal of Social Science, 50(1), 34–52.
Badriyah, L., & Wardi, M. (2025). Policy analysis of Islamic educational institutions in facing the challenges of society 5.0: Innovation, learning, and technology-based infrastructure. Multidisciplinary Reviews, 9(1). https://doi.org/10.31893/multirev.2026012
Baharudin, H., & Ismail, S. N. (2023). Value transformation in Islamic educational leadership. International Journal of Leadership in Education, 26(4), 623–645.
Bano, M., & Zaman, A. (2023). International collaboration in Islamic education research: Patterns and impact. Compare: A Journal of Comparative and International Education, 53(2), 289–308.
Benefiel, M., Fry, L. W., & Geigle, D. (2020). Spirituality and religion in the workplace: History, theory, and research. Psychology of Religion and Spirituality, 12(2), 175–187. https://doi.org/10.1037/rel0000266
Bunyamin, B. (2023). Implications of Multimedia-based Differentiated Learning on TQM Learning at UHAMKA. Halaqa: Islamic Education Journal, 7(2), 141–149. https://doi.org/10.21070/halaqa.v7i2.1666
Darmi, R., Ramlan, S. R., Abdullah, R. R., & Luthfan, M. A. (2024). Religious Moderation in Primary Education: Experiences of Teachers in Indonesia and Malaysia. Jurnal Pendidikan Agama Islam, 21(2), 477–491. https://doi.org/10.14421/jpai.v21i2.10009
Dewi, L. F., Azani, M. Z., Apriantoro, M. S., Ashfahany, A. E., & Minin, H. (2023). Islamic Education Landscape: A Bibliometric Analysis of Pesantren Institutions. Al-Fikra: Jurnal Ilmiah Keislaman, 22(1), [Nomor Halaman Awal]-[Nomor Halaman Akhir]. https://doi.org/10.24014/af.v22i1.25475
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
Fry, L. W., & Cohen, M. P. (2020). Spiritual leadership as a paradigm for organizational transformation and recovery from extended work hours cultures. Journal of Business Ethics, 84(2), 265–278. https://doi.org/10.1007/s10551-008-9695-2
Glänzel, W., & Schubert, A. (1992). Some facts and figures on highly cited papers in the sciences, 1981-1985. Scientometrics, 25(3), 373–380. https://doi.org/10.1007/BF02016926
Gumus, S., Bellibas, M. S., Esen, M., & Gumus, E. (2023). A systematic review of studies on leadership models in educational contexts. Educational Management Administration & Leadership, 51(1), 134–159. https://doi.org/10.1177/1741143220968618
Hashim, N. (2021). Women leadership in Islamic educational institutions: Breaking the glass ceiling. Gender and Education, 33(6), 734–752.
Hidayat, A., & Abdullah, M. (2022). Strengthening religious moderation in Islamic higher education. Jurnal Pendidikan Islam.
Hidayat, R., & Ali, M. (2025). Learning Technology to Improve the Absorption of Islamic Religious Education in Elementary Schools. 9(2). https://doi.org/10.21070/halaqa.v9i2.1743
Ibrahim, A., Rami, A. A. M., Isa, M. F. M., & Olaitana, A. A. (2025). Spiritual leadership among youth: Fostering sustainable development towards Islamic values. Multidisciplinary Reviews, 8(10). https://doi.org/10.31893/multirev.2025327
Ikhwan, A., Anwar, S., & Mahmud, N. (2023). The impact of leadership on learning quality in Islamic schools. International Journal of Instruction, 16(1), 789–810.
Istiana, P., & Wicaksono, P. (2025). Bibliometric Analysis of Indonesian Journal of Geography from 2015–2022. Indonesian Journal of Geography. https://doi.org/10.22146/ijg.99939
Katz, J. S., & Martin, B. R. (1997). What is research collaboration? Research Policy, 26(1), 1–18. https://doi.org/10.1016/S0048-7333(96)00917-1
Kousathanas, A., Pairo-Castineira, E., Rawlik, K., Stuckey, A., Odhams, C. A., Walker, S., Russell, C. D., Malinauskas, T., Wu, Y., Millar, J., Shen, X., Elliott, K. S., Griffiths, F., Oosthuyzen, W., Morrice, K., Keating, S., Wang, B., Rhodes, D., Klarić, L., … Ganna, A. (2022). Whole-genome sequencing reveals host factors underlying critical COVID-19. Nature, 607(7917), 97–103. https://doi.org/10.1038/s41586-022-04576-6
Kultsum, U., Zada, K., Defianty, M., & Roup, M. (2022). Women School Leadership: The Catalytic Style in Developing Guidance and School Members’ Well-Being in Facing Global Pandemic. Islamic Guidance and Counseling Journal, 5(2), 119–134. https://doi.org/10.25217/igcj.v5i2.2711
Lastari, R., Lismawati, Wibowo, H., & Heri, T. (2023). Mixed Methods of Learning in Schools: Reshaping comprehensive education in Synchronous and Asynchronous. Jurnal Pendidikan Islam, 14(02), 74–79. https://doi.org/10.22236/jpi.v14i02.11710
Leal Filho, W., Raath, S., Lazzarini, B., Vargas, V. R., de Souza, L., Anholon, R., Quelhas, O. L. G., Haddad, R., Klavins, M., & Orlovic, V. L. (2020). The role of transformation in learning and education for sustainability. Science, 2(3), 49. https://doi.org/10.3390/sci2030049
Leithwood, K., Harris, A., & Hopkins, D. (2020). Seven strong claims about successful school leadership revisited. School Leadership and Management, 40(1), 5–22. https://doi.org/10.1080/13632434.2019.1596077
Lismawati, Iryanti, S. S., & Amalia, A. F. (2021). Pengaruh Evaluasi Online Terhadap Hasil Belajar Mahasiswa Program Studi Pendidikan Agama Islam. Jurnal Pendidikan Islam, 12(2), 127–136. https://doi.org/10.22236/jpi.v12i2.7286
Lismawati, L., Astutik, A. P., Ramadhan, A. R., & Rahmanto, M. A. (2023). Deconstruction of AKM Literacy in PAI Lessons on the Learning Performance of MBKM Students. Halaqa: Islamic Education Journal, 7(1), 1–9. https://doi.org/10.21070/halaqa.v7i1.1634
Ma`arif, M. A., Rofiq, M. H., & Sirojuddin, A. (2022). IMPLEMENTING LEARNING STRATEGIES FOR MODERATE ISLAMIC RELIGIOUS EDUCATION IN ISLAMIC HIGHER EDUCATION. Jurnal Pendidikan Islam, 8(1), 75–86. https://doi.org/10.15575/jpi.v8i1.19037
Malik, S., & Jumani, N. B. (2022). Islamic Instruction as a Student-Centred Approach. In Supporting Modern Teaching in Islamic Schools: Pedagogical Best Practice for Teachers (pp. 57–67). https://doi.org/10.4324/9781003193432-6
Merigó, J. M., & Yang, J.-B. (2017). A bibliometric analysis of operations research and management science. Omega (United Kingdom), 73, 37–48. https://doi.org/10.1016/j.omega.2016.12.004
Misdah, M., Soemantri, A. I., Syahbudi, S., & Wajdi, M. B. N. (2025). NAVIGATING MODERNITY AND TRADITION: STRATEGIC PRACTICES IN ISLAMIC SCHOOLS AT THE WEST KALIMANTAN-MALAYSIA BORDER. Jurnal Ilmiah Peuradeun, 13(2), 1021–1048. https://doi.org/10.26811/peuradeun.v13i2.2040
Mukhlisa, N., & Hasan, K. (2024). Analisis Bibliometrik: Konsep, Metodologi, dan Aplikasinya dalam Penelitian Ilmiah. BT - Prosiding Seminar Nasional LP2M Universitas Negeri Makassar. https://ojs.unm.ac.id/semnaslemlit/article/download/67272/28997
Muttaqin, F., Witro, D., & Nurfuadi. (2023). Transnational perspectives in Islamic education leadership. Studia Islamika, 30(3), 423–451.
Purnomo, A. (2020). Penelitian Bibliometrik di Indonesia (2004–2020): Ikhtisar, Peneliti, dan Implikasi. ResearchGate Publication. https://doi.org/10.13140/RG.2.2.23240.14089
Qamar, A. M. (2023). Spiritual leadership and organizational effectiveness in Islamic higher education. Journal of Islamic Educational Management, 5(1), 34–56.
Rahim, N., & Hasan, M. (2024). Global collaboration trends in Islamic education research. International Journal of Islamic Pedagogy.
Rahman, A. A., & Hassan, N. (2024). Building sustainable research ecosystems in Islamic education. Islamic Studies Quarterly, 12(4), 567–589.
Rahman, F. (2024). Digital transformation and pedagogical innovation in Islamic education. International Journal of Islamic Pedagogy.
Rahmanto, M. A., & Bunyamin, B. (2020). Efektivitas Media Pembelajaran Daring melalui Google Classroom. Jurnal Pendidikan Islam, 11(2), 119–135. https://doi.org/https://doi.org/10.22236/jpi.v11i2.5974
Rahmanto, M. A., Iryanti, S. S., & Lismawati. (2021). Pengembangan Kurikulum Program Studi Pendidikan Agama Islam melalui Tracer Study Alumni. Jurnal Pendidikan Islam, 12(1), 72–82. https://doi.org/10.22236/jpi.v12i1.8208
Rohmad, A., Muawanah, E., Hidayah, N., & Ikhwan, A. (2024). The Role of Curriculum Implementation and Principal Leadership to Enhance Academic Performance in Islamic Boarding Schools. Journal of Social Studies Education Research, 15(4), 338–373. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205304260&partnerID=40&md5=29feba3a803540d474068a104db572c6
Sabtina, D., & Mahariah. (2025). Internalizing Islamic Ecotheology through School Culture to Foster Eco-Character. Halaqa: Islamic Education Journal, 9(2), 21–41. https://doi.org/10.21070/halaqa.v9i2.1754
Salas-Vallina, A., Simone, C., & Fernández-Guerrero, R. (2022). The human side of leadership: Inspirational leadership effects on follower characteristics and happiness at work (HAW). Journal of Business Research, 107, 162–171. https://doi.org/10.1016/j.jbusres.2018.10.044
Salim, N. A., Zaibi, M., Brantasari, M., Ikhsan, M., & Aslindah, A. (2024). Islamic Boarding School Leadership Innovation: From Traditional to Modernization of Education. Munaddhomah, 5(4), 447–460. https://doi.org/10.31538/munaddhomah.v5i4.1392
Saragih, M. A. H., & Budi. (2025). Strategic Planning of Islamic Values-Based Extracurricular Programs for Student Learning Achievement. Halaqa: Islamic Education Journal, 9(2), 51–68. https://doi.org/10.21070/halaqa.v9i2.1756
Sari, M., Asrida, D., Muchlis, L. S., Febrian, V. R., & Azizah, N. (2024). TRANSFORMATIONAL LEADERSHIP IN ISLAMIC EDUCATION INSTITUTION THROUGH SOCIAL MEDIA ENGAGEMENT. Jurnal Pendidikan Islam, 10(2), 336–349. https://doi.org/10.15575/jpi.v10i2.40221
Shah, S. R., & Jawed, S. (2022). Spiritual and transformational leadership in Islamic educational contexts. Journal of Beliefs & Values, 43(3), 356–378.
Suharto, R. (2025). Mapping contemporary issues in Islamic education. Asian Journal of Islamic Studies.
Sweileh, W. M. (2020). Bibliometric analysis of peer-reviewed literature on climate change and human health with an emphasis on infectious diseases. Globalization and Health, 16(1), 44. https://doi.org/10.1186/s12992-020-00576-1
Usman, T. (2025). Exploring Islamic-Oriented Cooperative Learning through Faith-Driven Collaboration in among University Students in Islamic Education Courses. International Journal of Learning, Teaching and Educational Research, 24(9), 922–939. https://doi.org/10.26803/ijlter.24.9.44
Wagner, C. S., Whetsell, T. A., & Leydesdorff, L. (2017). Growth of international collaboration in science: revisiting six specialties. Scientometrics, 110(3), 1633–1652. https://doi.org/10.1007/s11192-016-2230-9
Wakit, S., Suyitno, M., & Dacholfany, M. I. (2025). Integration Between Qauliyah and Kauniyah Verses With Science And Technology In Islamic Education. Halaqa: Islamic Education Journal, 9(2), 10–20. https://doi.org/10.21070/halaqa.v9i2.1726
Zupic, I., & Čater, T. (2021). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Sukardi Sukardi, Lismawati Lismawati

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.



