Bibliometric Mapping of Islamic Higher Education Research: Global Perspectives and Emerging
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Abstract
This study presents a comprehensive bibliometric mapping and analysis of global research trends in Islamic Higher Education (IHE), drawing upon 1,400 Scopus-indexed publications from 1970 to 2024. Employing advanced bibliometric techniques such as co-authorship, co-citation, and co-word analyses using VOSviewer and Bibliometrix R-package, this research systematically explores publication dynamics, intellectual structures, and emerging thematic directions within the field. The findings reveal a sustained annual growth rate of 10.62%, with a sharp increase since the mid-2000s, indicating a global rise in scholarly interest in IHE as both a religious and socio-academic domain. Southeast Asia particularly Indonesia and Malaysia dominates research output, while international collaboration remains limited. Thematic network visualisations indicate two principal clusters: (1) educational and religious studies, centred on topics such as higher education, Islamic education, and religious moderation; and (2) health and human studies, emphasizing gender, adult learning, and empirical methodologies. The thematic evolution map positions “human,” “female,” and “adult” as motor themes, suggesting growing interdisciplinarity linking Islamic pedagogy with psychology, digital learning, and health education. Conversely, “Islamic higher education” and “Islamic education” appear as emerging or underdeveloped themes, reflecting both conceptual immaturity and potential for future expansion
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Abdillah, H T, E Firdaus, M Syafei, N Budiyanti, and Y A Tantowi. 2025. “Religious Character-Based Inclusive Education In General Course For Difabel Students At UniversitY.” Jurnal Pendidikan Islam 11 (1): 189–203. https://doi.org/10.15575/jpi.v11i1.44011.
Abidin, M Z, M Sabirin, Y Hafizah, and M Yuseran. 2023. “Policies and Strategies for Improving the Research and Scientific Publications Quality at State Islamic Religious Colleges in Kalimantan.” Millah: Journal of Religious Studies 22 (1): 61–94. https://doi.org/10.20885/millah.vol22.iss1.art3.
Alavi, K, K Isa, and S T Palpanadan. 2020. “Application of Rasch Model on Resilience in Higher Education: An Examination of Validity and Reliability of Malaysian Academician Happiness Index (Mahi).” International Journal of Higher Education 9 (4): 261–71. https://doi.org/10.5430/IJHE.V9N4P261.
Anggaira, A S, A Madkur, L Setiyana, Y A Sari, and N Aryanti. 2025. “Development of Hybrid English Learning Materials Integrated with the Values of Religious Moderation.” Forum for Linguistic Studies 7 (7): 980–91. https://doi.org/10.30564/fls.v7i7.9440.
Arif, M, R Nasir, and M A Ma`arif. 2025. “The Kitab Kuning Learning Model in the Development of Student Expertise in Pesantren-Based Higher Education.” Nazhruna: Jurnal Pendidikan Islam 8 (1): 52–74. https://doi.org/10.31538/nzh.v8i1.8.
Ayesha, Ivonne, I Wayan Adi Pratama Syahril Hasan Amaliyah, Nur Ika Effendi Tri Yusnanto, Ni Desak Made Santi Diwyarthi Ristianawati Dwi Utami Adhy Firdaus, Mumuh Mulyana Fitriana, and Norhidayati Ash Shadiq Egim. 2022. Digital Markting (Tinjauan Konseptual).
Çetinkaya, T. 2025. “The Determination of Halal Food Perceptions Among University Students Receiving Islamic Theology Education: The Case of Istanbul, Berlin, and Kuala Lumpur.” Religions 16 (10). https://doi.org/10.3390/rel16101265.
Darabi, F, A Ziapour, and H Ahmadinia. 2025. “Digital Health Literacy and Sociodemographic Factors among Students in Western Iran: A Cross-Sectional Study.” BMC Medical Education 25 (1). https://doi.org/10.1186/s12909-025-06774-y.
Fahrudin, F, M Rahmat, M.W.B.H.M. Yahya, M Syafei, and M Abdurrahman. 2024. “EXPLORING STUDENTS’ PERSPECTIVES ON SUFISM AND TAREKAT IN ISLAMIC EDUCATION.” Jurnal Pendidikan Islam 10 (1): 1–12. https://doi.org/10.15575/jpi.v10i1.33521.
Faizin, N, M Alfan, A Basid, M R Ramadhan, S A Panatik, and A N Kawakip. 2025. “Muslim Students’ Acceptance of Artificial Intelligence in Islamic Religious Education: An Extended TAM Approach.” Discover Education 4 (1). https://doi.org/10.1007/s44217-025-00767-1.
Fard Moghadam, N, A Hassani, and L Khaninezhad. 2025. “Exploring Attitudes toward Euthanasia in Iranian Healthcare Providers: A Systematic Review of Influencing Factors.” Philosophy, Ethics, and Humanities in Medicine 20 (1). https://doi.org/10.1186/s13010-025-00186-y.
Fathani, A T, N A Azmi, M Mughni, I R Islami, and A Syukri. 2022. “Towards Sustainable Development of Islamic Higher Education: A Meta-Analysis of Challenges And Opportunities.” Millah: Journal of Religious Studies 21 (3): 741–70. https://doi.org/10.20885/millah.vol21.iss3.art5.
Habiburrahim, H, I K Trisnawati, Y Yuniarti, Z Zainuddin, and S Muluk. 2021. “Scrutinizing Cheating Behavior among EFL Students at Islamic Higher Education Institutions in Indonesia.” Qualitative Report 26 (3): 1033–53. https://doi.org/10.46743/2160-3715/2021.4683.
Hasbi, M, N Alim, and H Machmud. 2025. “Transformation of Education Quality in Islamic Higher Education Institutions through Organizational Culture and Integrated Quality Management.” Munaddhomah 6 (3): 375–86. https://doi.org/10.31538/munaddhomah.v6i3.1921.
Hidayati, L, F Fakhruddin, A Yulianto, and T Prihatin. 2023. “Sustainability as Cultural Value in Islamic Private Higher Education.” Kasetsart Journal of Social Sciences 44 (1): 129–40. https://doi.org/10.34044/j.kjss.2023.44.1.14.
Huriyah, L, and T Hsucheng Chiang. 2025. “Management of Remuneration System Based on Performance for Lecturers and Employees at Islamic Higher Education as Public Service Agency.” Munaddhomah 6 (4): 555–74. https://doi.org/10.31538/munaddhomah.v6i4.1894.
Ibrahim, M A, A Abdullah, I A Ismail, and S Asimiran. 2024. “Leadership at the Helm: Essential Skills and Knowledge for Effective Management in Islamic Economics and Finance Schools.” Heliyon 10 (17). https://doi.org/10.1016/j.heliyon.2024.e36696.
Jaber, D, N Salman, S Al Tabbah, A.-R. El-Sharif, A Z Zaid Alkilani, and A Qourshah. 2025. “Evaluating the Knowledge, Attitude, and Practices of Jordanian Society Towards Halal Pharmaceuticals.” Open Public Health Journal 18. https://doi.org/10.2174/0118749445359631250105142907.
Kaya, M. 2020. “Tafsīr Education and Works in the Mamluks: A Historical Review.” Cumhuriyet Ilahiyat Dergisi 24 (3): 993–1015. https://doi.org/10.18505/cuid.688338.
Khairuddin, N K, and M S I Ishak. 2023. “Islamic Crowdfunding Model for Empowering Student Entrepreneurship Program in Malaysia.” International Journal of Applied Economics, Finance and Accounting 16 (1): 56–65. https://doi.org/10.33094/ijaefa.v16i1.889.
Ma’ruf, H, and A Juhaidi. 2025. “Multigroup Analysis of Islamic Higher Education and General Higher Education in Indonesia: The Influence of Family Socioeconomic Background, Possibility of Success, and Self-Efficacy on Student Academic Performance with Resilience as a Mediator.” Cogent Education 12 (1). https://doi.org/10.1080/2331186X.2025.2555038.
Mahmoud, M A, Z S Almutairi, A M Mahmoud, H B Alanazi, S M Abdulrahman, and K A Bin-Abdulrahman. 2025. “Comparison of Medical Students’ Peer Evaluation and Teaching Staff Evaluation of Community Health Projects: Perceptions and Experiences.” Advances in Medical Education and Practice 16:99–108. https://doi.org/10.2147/AMEP.S494025.
Mardhiah, A, A Ar, A Walidin, M Thalal, and n. Sulaiman. 2025. “LEGAL IMPLEMENTATION OF RELIGIOUS MODERATION POLICY AT STATE ISLAMIC HIGHER EDUCATION IN INDONESIA.” Petita: Jurnal Kajian Ilmu Hukum Dan Syariah 10 (1): 179–94. https://doi.org/10.22373/petita.v10i1.417.
Momen, A, and M K Islam. 2025. “ISLAMIC EDUCATION INSTITUTION IN BANGLADESH: A Study on Alia Madrasah.” Ulumuna 29 (1): 279–309. https://doi.org/10.20414/ujis.v29i1.1321.
Moussa, N M, M M Abdelmawla, and J Mousa. 2023. “Promoting Multicultural Education in the Middle East: Perception and Practice.” International Journal of Learning, Teaching and Educational Research 20 (11): 303–20. https://doi.org/10.26803/ijlter.22.11.16.
Muthohirin, N, A A Aziz, C Mahfud, F Mukhlis, and R Hikmawati. 2025. “ISLAMIC SCIENCES IN TRANSITION: Post-Reformation Developments in Indonesia’s State Islamic Universities.” Ulumuna 29 (1): 429–60. https://doi.org/10.20414/ujis.v29i1.849.
Olagoke, S M, and S Gumilar. 2025. “THE CHARACTER EDUCATION MODEL AS A STRATEGIC FRAMEWORK FOR NURTURING RELIGIOUS MODERATION WITHIN STATE ISLAMIC HIGHER EDUCATION INSTITUTIONS IN INDONESIA.” Qudus International Journal of Islamic Studies 13 (1): 1–38. https://doi.org/10.21043/qijis.v13i1.30618.
Rahim, S. 2022. “EDUCATING NON-MUSLIM STUDENTS ON HALAL ECONOMY: A CASE STUDY OF AN UNDERGRADUATE COURSE.” Journal of Fatwa Management and Research 27 (2spl): 142–53. https://doi.org/10.33102/jfatwa.vol27no2-SE.493.
Rahman, H, S Mohammad, and S T Swarna. 2024. “Voices in Peril: Understanding English Public Speaking Anxiety among University Students in Bangladesh.” Cogent Education 11 (1). https://doi.org/10.1080/2331186X.2024.2355381.
Rahman, M A. 2022. “THE DISCURSIVE CONSTRUCTION OF STRATEGIES FOR IMPLEMENTING ANTI-CORRUPTION EDUCATION AT STATE ISLAMIC HIGHER EDUCATIONAL INSTITUTIONS.” Jurnal Ilmiah Peuradeun 10 (3): 555–78. https://doi.org/10.26811/peuradeun.v10i3.737.
Ristianah, Niken, Qafid Aldwin M Rozik, and Arhanul M Bahtiyar. 2022. “Konsep Manajemen Peserta Didik.” Cermin Jurnal Manajemen Dan Pendidikan Berbasis Islam Nusantara 2 (1): 71–76. https://ejournal.staida-krempyang.ac.id/index.php/CERMIN.
Roudgari, H, K Etemad, M Karami, F Mostafavi, S Sotoodeh Ghorbani, K Farhadi-Babadi, E Rahimi, et al. 2024. “Side Effects of COVID-19 Vaccines among Iranian Healthcare Workers: A Retrospective Cohort Study.” Journal of Infection in Developing Countries 18 (4): 532–41. https://doi.org/10.3855/jidc.17691.
Rukiyati, R, M Hajaroh, S I A Dwiningrum, and B Kartika. 2025. “Assessing Religious Character Among Muslim University Students in Yogyakarta Indonesia.” Jurnal Pendidikan Agama Islam 22 (1): 157–74. https://doi.org/10.14421/jpai.v22i1.10927.
Sirojuddin, A, and J Ghoni. 2025. “Integration of Higher Education Curriculum with Islamic Boarding Schools in the Perspective of Multicultural Islamic Education.” Nazhruna: Jurnal Pendidikan Islam 8 (2): 265–81. https://doi.org/10.31538/nzh.v8i2.163.
Siti Romlah, L, A Pahrudin, A Fauzan, G C Kesuma, and R Purnama. 2025. “Institutionalizing OBE through Transformative Curriculum Management: Insights from an Indonesian Islamic University.” Munaddhomah 6 (4): 575–85. https://doi.org/10.31538/munaddhomah.v6i4.2319.
Smaldino, Lowther, Mims, & Russell. 2019. Instructional Technology and Media for Learning. Revista Mexicana de Investigación Educativa. Vol. 15.
Syamsiah, N, and S Aisyah. 2025. “Gender Justice in Islamic Higher Education: Challenges and Opportunities in the Digital Age.” International Journal of Learning, Teaching and Educational Research 24 (8): 1092–1113. https://doi.org/10.26803/ijlter.24.8.49.
Tariq, R, M T Khan, A Afaq, S Tariq, Y Tariq, and S S Khan. 2024. “Malocclusion: Prevalence and Determinants among Adolescents of Karachi, Pakistan.” European Journal of Dentistry 18 (1): 143–53. https://doi.org/10.1055/s-0043-1761461.
Tashmatov, Z, S L Uulu, M Mamazhusupova, and E Ergeshov. 2025. “Pedagogical Technologies and Trends in the Development of Religious Education in Higher Education Institutions: Gender Aspects and Islamic Educational Tradition.” Pharos Journal of Theology 106 (3): 1–14. https://doi.org/10.46222/pharosjot.106.3032.
Umar, Muhammad, Ratih H.U Puspitasari, Lisa J.C Polimpung, Mohammad saiful Rifa’i, Rifka Utami Arofah, Sur Yanti, Riche Fermayani, et al. 2021. DIGITAL MARKETING.
Wan Khairuldin, W.M.K.F.W., W.N.I.W.N. Anas, A H Embong, S A Hassan, M A Suhaimi, and M A Idham. 2024. “A Holistic Islamic-Based Academic Integrity Model for Higher Education Institutions in Malaysia.” Global Journal Al-Thaqafah DECEMBER2024 (SPECIALISSUE): 193–207. https://doi.org/10.7187/GJATSI122024-13.
Wigati, I, M Astuti, and Z Ramdani. 2023. “Perception of Religious Lecturers of Higher Order Thinking Skills and Students’ Academic Performance in Online Learning.” International Journal of Learning, Teaching and Educational Research 22 (4): 124–40. https://doi.org/10.26803/IJLTER.22.4.8.