Mengungkap tren teknologi digital dalam pendidikan Islam: tinjauan bibliometrik publikasi ilmiah internasional bereputasi
DOI:
https://doi.org/10.32832/tadibuna.v14i2.18394Keywords:
Transformasi Digital, Pendidikan Islam, Analisis Bibliometrik, Kolaborasi Internasional, E-LearningAbstract
Digital transformation in Islamic education has become a crucial topic since the COVID-19 pandemic, yet systematic analyses remain limited. This study analyzes scholarly publication trends on digital transformation in Islamic education using a bibliometric approach based on 227 publications from the Scopus database (2019–2024), employing VOSviewer to map thematic networks and collaborations. The findings show a significant increase in publications since 2023, with Indonesia and Malaysia as the main contributors. Keywords such as "Islamic education" and "e-learning" dominate the research landscape, while institutions like Universiti Malaya and Universitas Pendidikan Indonesia make notable contributions. The implications of this research include new opportunities such as integrating AI-based technologies into the Islamic education curriculum and enhancing cross-country collaborations. This study provides a clear map of trends, patterns, and thematic relationships, offering strategic insights for academics and policymakers to more effectively integrate technology into Islamic education.
Abstrak
Transformasi digital dalam pendidikan Islam menjadi topik krusial sejak pandemi COVID-19, namun analisis sistematis terkait masih minim. Penelitian ini menganalisis tren publikasi ilmiah tentang transformasi digital dalam pendidikan Islam melalui pendekatan bibliometrik terhadap 227 publikasi dari database Scopus (2019–2024), menggunakan VOSviewer untuk memetakan jaringan tematik dan kolaborasi. Hasilnya menunjukkan peningkatan signifikan publikasi sejak 2023, dengan Indonesia dan Malaysia sebagai kontributor utama. Kata kunci seperti Islamic education dan e-learning mendominasi, dan institusi seperti Universiti Malaya serta Universitas Pendidikan Indonesia memberikan kontribusi penting. Implikasi penelitian ini meliputi peluang riset baru, seperti integrasi teknologi berbasis AI dalam kurikulum pendidikan Islam dan peningkatan kolaborasi lintas-negara. Studi ini memberikan peta tren, pola, dan hubungan tematik yang bermanfaat bagi akademisi dan pembuat kebijakan untuk integrasi teknologi yang lebih efektif dalam pendidikan Islam.
References
Abad-Segura, E., González-Zamar, M.-D., Infante-Moro, J. C., & Ruipérez García, G. (2020). Sustainable Management of Digital Transformation in Higher Education: Global Research Trends. Sustainability, 12(5), 1–24. https://doi.org/10.3390/su12052107
Afif, N., & Nawawi, A. (2024). Optimalisasi Pengajaran Al-Quran dan Hadis melalui Teknologi Kecerdasan Buatan: Tantangan dan Strategi Integrasi. EduInovasi: Journal of Basic Educational Studies, 4(3), Article 3. https://doi.org/10.47467/edu.v4i3.5156
Ahmad, K. A., Asni, F., Hasbulah, M. H., Hashom, H., Mustafa, W. A., Noor, A. M., Tambak, S., & Nasir, K. (2024). Mobile Learning of Islamic Studies: A Comprehensive Review. Journal of Advanced Research in Applied Sciences and Engineering Technology, 48(2), Article 2. https://doi.org/10.37934/araset.48.2.211224
Aisha, S., Firdaus, A. Z., & Mulyana, D. (2022). Islamic Education Teachers’ Adaptation in Digital Learning during the Covid-19 Pandemic. Mediator: Jurnal Komunikasi, 15(1), 91–103. https://doi.org/10.29313/mediator.v15i1.9511
Akromusyuhada, A., Fachrudin, A., Andriyani, Masyitoh, & Bahri, S. (2023). Integration of Information and Communication Technology in Islamic Education Management Overview of Smart Learning and Smart Building Study at Islamic Digital Boarding College (IDBC) Sukoharjo. International Journal of Integrative Sciences, 2(10), 1515–1536. https://doi.org/10.55927/ijis.v2i10.6295
Alam, A., & Mohanty, A. (2023). Educational technology: Exploring the convergence of technology and pedagogy through mobility, interactivity, AI, and learning tools. Cogent Engineering, 10(2), 2283282. https://doi.org/10.1080/23311916.2023.2283282
Amrullah, H. I., Amarta, A. N. F., Qurhahman, T., & Amali. (2024). Utilization of Media and Technology in Learning Islamic Religious Education. Indonesian Journal of Contemporary Multidisciplinary Research, 3(4), Article 4. https://doi.org/10.55927/modern.v3i4.10010
Aprillia, M. P., & Iryanti, S. S. (2024). Revitalisasi Pendidikan Islam di Era Digital: Membangun Keseimbangan Antara Tradisi dan Inovasi. AL-MUADDIB: Jurnal Kajian Ilmu Kependidikan, 6(1), 25–39. https://doi.org/10.46773/muaddib.v6i1.1111
Asdlori, A. (2023). Learning Media for Islamic Religious Education during a Pandemic: Systematic Literature Review Analysis. International Journal of Social Science and Religion (IJSSR), 235–250. https://doi.org/10.53639/ijssr.v4i2.179
Asror, M., Mahfudloh, R. I., Kusaeri, K., & Rusydiyah, E. F. (2023). Educational Innovation of Islamic Boarding Schools in Indonesia and Malaysia in Facing the 21st Century Challenges. Jurnal Tarbiyatuna, 14(1), 27–50. https://doi.org/10.31603/tarbiyatuna.v14i1.8802
Azhar, D., Bahij, M. A., Hasan, I., & Budiyono, S. (2024). Pengembangan Model Pembelajaran Pendidikan Agama Islam (PAI) di Era Web 3.0: Inovasi, dan Tantangannya. TSAQOFAH, 4(4), Article 4. https://doi.org/10.58578/tsaqofah.v4i4.3120
Berrocoso, J. V., Borrega, J. A., & Pizarro, M. C. (2022). Educational Technology and Student Performance: A Systematic Review. Frontiers in Education, 7, 916502. https://doi.org/10.3389/feduc.2022.916502
Börner, K., Chen, C., & Boyack, K. W. (2003). Visualizing knowledge domains. Annual Review of Information Science and Technology, 37(1), 179–255. https://doi.org/10.1002/aris.1440370106
Buchori, U., Syarifudin, E., & Muslihah, E. (2023). Application of Technology in Islamic Education Management: (Case Study at Man 4 Pandeglang). INCARE, International Journal of Educational Resources, 3(6), Article 6. https://doi.org/10.59689/incare.v3i6.651
Choirin, M., Guleng, M. P., Arbi, D. S., & Maulan, R. (2024). Muballigh in the Digital Age Based on Insights from Indonesian Phenomenon: Leveraging Digital Learning for the Promotion of Islamic Values. Al-Balagh : Jurnal Dakwah Dan Komunikasi, 9(2), Article 2. https://doi.org/10.22515/albalagh.v9i2.7751
Chotijah, U., Rosyid, H., Retrialisca, F., & Ichsan, M. (2022). Adoption of Information Technology and Acceptance of Learning Management Systems During Pandemic Covid-19 in Indonesia. Jurnal Sistem Informasi, 18(1), Article 1. https://doi.org/10.21609/jsi.v18i1.1096
Erwanti, N. (2022). Adapting TAM to Understand Video Conferencing Apps Adoption for Learning Islamic Knowledge. MATICS: Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology), 14(1), Article 1. https://doi.org/10.18860/mat.v14i1.15504
Fitrisia, Y., Wardhani, K. D. K., Fadhli, M., Novayani, W., Nurmalasari, D., Esgs, S. P., & Akbar, M. (2021). Penggunaan Aplikasi Zoom Meeting untuk Efektifitas Pembelajaran Daring pada Madrasah Ibtidaiyah Muhammadiyah 01 Pekanbaru. Jurnal Pengabdian Masyarakat Multidisiplin, 5(1), 21–29. https://doi.org/10.36341/jpm.v5i1.2126
Garfield, E. (1979). Citation Indexing: Its Theory and Application in Science, Technology, and Humanities. New York: Wiley.
Gill, J. C., Mankelow, J., & Mills, K. (2019). The role of Earth and environmental science in addressing sustainable development priorities in Eastern Africa. Environmental Development, 30, 3–20. https://doi.org/10.1016/j.envdev.2019.03.003
Hamdani, N. A. (2023). Scrutinizing Islamic Higher Education Institutions in Indonesia. Jurnal Pendidikan Islam, 9(1), 79–92. https://doi.org/10.15575/jpi.v0i0.24478
Haron, H., Sajari, A., Dewanti, R., Ganesan, Y., & Gui, A. (2023). Digital Transformation in Community Development of Malaysia and Indonesia. ICCD, 5(1), 232–242. https://doi.org/10.33068/iccd.v5i1.591
Huda, M., Arif, M., Rahim, M. M. A., & Anshari, M. (2024). Islamic Religious Education Learning Media in the Technology Era: A Systematic Literature Review. At-Tadzkir: Islamic Education Journal, 3(2), Article 2. https://doi.org/10.59373/attadzkir.v3i2.62
Ismail, I. (2022). Teknologi Pembelajaran Dalam Pengembangan Profesional Pendidikan Agama Islam di Indonesia: Analisis Bibliometrik. Jurnal Ilmiah Mandala Education, 8(2). https://doi.org/10.58258/jime.v8i2.3312
Ismail, S., Patimah, S., Fahri, J., Gani, A., & Ahmad Faizuddin, A. N. (2020). Identifying Strategic Issues for Lecturer Development at the Ar-Raniry State Islamic University Banda Aceh, Indonesia. IIUM Journal of Educational Studies, 8(1), 73–88. https://doi.org/10.31436/ijes.v8i1.306
Jain, S., Prabha, C., Nandan, D., & Bhosale, S. (2024). Comparative analysis of frequently used e-learning platforms. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1431531
Jantakun, K., Jantakun, T., & Jantakoon, T. (2025). Bibliometric Analysis of Artificial Intelligence for Digital Literacy. Journal of Education and Learning, 14(3), Article 3. https://doi.org/10.5539/jel.v14n3p115
Kastolani, K. (2019). Digital Reorientation of Islamic Higher Education in Indonesia. AKADEMIKA: Jurnal Pemikiran Islam, 24(1), 151. https://doi.org/10.32332/akademika.v24i1.1618
Kusumawati, K. (2023). Pemanfaatan Teknologi Informasi Dalam Pendidikan. JURNAL LIMITS, 5(1), 7–14. https://doi.org/10.59134/jlmt.v5i1.311
Leuprecht, C., Hataley, T., Sundberg, K., Cozine, K., & Brunet-Jailly, E. (2021). The United States–Canada security community: A case study in mature border management. Commonwealth & Comparative Politics, 59(4), 376–398. https://doi.org/10.1080/14662043.2021.1994724
Lisyawati, E., Mohsen, M., Hidayati, U., & Taufik, O. A. (2023). Literasi Digital Pembelajaran Pendidikan Agama Islam Pada MA Nurul Qur’an Bogor. EDUKASI: Jurnal Penelitian Pendidikan Agama Dan Keagamaan, 21(2), 224–242. https://doi.org/10.32729/edukasi.v21i2.1618
Mai, M. Y. (2014). Pre Servıce Teachers’ Perceptıons Towards The Usage of Mobıle Learnıng in Hıgher Educatıon in Malaysıa. Mediterranean Journal of Social Sciences. https://doi.org/10.5901/mjss.2014.v5n19p252
Mansir, F. (2022). Problems of Islamic Religious Education in the Digital Era. At-Ta’dib, 17(2), 284. https://doi.org/10.21111/at-tadib.v17i2.8405
Masdul, M. R., Firmansyah, E., Kuliawati, K., & Wekke, I. S. (2024). Islamic Religious Education and Its Transformation through The Implementation of E-Learning and Interactive Technology. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4737464
Mirawati, I., Karimah, K. E., & Priyadharma, S. W. (2024). Leveraging TikTok as an educational platform: Insights from Ministries of the Republic of Indonesia. Multidisciplinary Science Journal, 6, 2024ss0518-2024ss0518. https://doi.org/10.31893/multiscience.2024ss0518
Muiz, A. (2023). Pesantren in the Digital Era: Looking for the Chances and the Challenges. At-Tarbawi: Jurnal Kajian Kependidikan Islam, 8(1), 31–46. https://doi.org/10.22515/attarbawi.v8i1.6246
Munawati, S. (2024). Innovation in Islamic Religious Education for Elementary School Students by Empowering Sophisticated Digital Resources. Mimbar Sekolah Dasar, 11(2), Article 2. https://doi.org/10.53400/mimbar-sd.v11i2.71797
Musa, N., Hamid, N. A., & Ishak, M. S. (2021). Understanding the Trends of Digital Literacy Among Islamic Students (Positive Internet Analysis Study). DAYAH: Journal of Islamic Education, 4(2), 141. https://doi.org/10.22373/jie.v4i2.10360
Nawwaroh, Q., Istikomah, I., & Rashed, Z. N. (2022). The Use of Youtube Media in Islamic Religious Education Learning. Tadrib: Jurnal Pendidikan Agama Islam, 8(2), Article 2. https://doi.org/10.19109/tadrib.v8i2.13967
Nugraha, M. S., Sahroni, D., & Latifah, A. (2018). Digital Transformation Prospects in Islamic Higher Education: Opportunities, Challenges and Its Impacts. Proceedings of the International Conference on Islamic Education (ICIE 2018). International Conference on Islamic Education (ICIE 2018), Bandung, Indonesia. https://doi.org/10.2991/icie-18.2018.26
Nursyahidin, R., Rohman, A., & Febriyanti, N. (2021). Learning Innovation of Islamic Education in Covid-19 Pandemic. Jurnal Pendidikan Agama Islam, 18(1), 145–166. https://doi.org/10.14421/jpai.2021.181-08
Putri, L. A., & Rahmi, U. (2024). Pemanfaatan Media Digital untuk Meningkatkan Minat Belajar PAI pada Generasi Milenial. Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia, 2(1), 27–31. https://doi.org/10.59024/faedah.v2i1.662
Restalia, W., & Khasanah, N. (2024). Transformation of Islamic education in the digital age: Challenges and opportunities. Tadibia Islamika, 4(2), Article 2. https://doi.org/10.28918/tadibia.v4i2.8964
Rezi, M., Mudinillah, A., & Pahmi, P. (2022). Alternative Media in Supporting Learning in Indonesia During the Covid-19 Pandemic. Jurnal Basicedu, 6(2), 3043–3054. https://doi.org/10.31004/basicedu.v6i2.2568
Ritonga, M., Hasibuan, K., Ritonga, S., & Julhadi. (2023). Learning Technology in Teaching: A Research on Implementation of Technology at Islamic Educational Institutions in Indonesia. International Journal of Membrane Science and Technology, 10(1), Article 1. https://doi.org/10.15379/ijmst.v10i1.2631
RM, R. (2024). Penggunaan Teknologi Digital dalam Pengajaran Pendidikan Agama Islam: Tantangan dan Peluang. GUAU: Jurnal Pendidikan Profesi Guru Agama Islam, 1(1), 28–39.
Ruslin, R., Idhan, M., JL. Balintvma Na RT 01/RW08 Kalukubula 5161, central Sulawesi indonesia, M., M., & JL. Balintvma Na RT 01/RW08 Kalukubula 5161, central Sulawesi indonesia. (2023). Building Collaboration in Islamic Higher Education: Issues and Challenges. International Journal of Social Science and Human Research, 6(10). https://doi.org/10.47191/ijsshr/v6-i10-24
Salsabila, U. H., Yusro, W., Widowati, L., Kemala, A. V., & Mahmudah, S. (2023). Transformasi Teknologi Pembelajaran Dalam Pendidikan Islam. Jurnal Manajemen Pendidikan Islam Al-Idarah, 8(01), 7–14. https://doi.org/10.54892/jmpialidarah.v8i01.261
Samrodin, S., & Rahim, A. (2022). Penggunaan Media Sosial dalam Belajar Mandiri Siswa Kelas IV Madrasah Ibtidaiyah Persatuan Umat Islam Haurkolot. JOEL: Journal of Educational and Language Research, 2(4), Article 4. https://doi.org/10.53625/joel.v2i4.4118
Saudi, M. M., & Talib, R. (2023). USIM’s Smart University Blueprint: Advances and Challenges. Journal of Sustainability Perspectives, 3(2), 176–184. https://doi.org/10.14710/jsp.2023.20476
Sebihi, D. A., & Moazzam, M. A. (2024). Islam in the Digital Age: Navigating Faith and Technology. EPRA International Journal of Research & Development (IJRD), 9(1), Article 1.
Shenkoya, T., & Kim, E. (2023). Sustainability in Higher Education: Digital Transformation of the Fourth Industrial Revolution and Its Impact on Open Knowledge. Sustainability, 15(3), 2473. https://doi.org/10.3390/su15032473
Shi, L., Mai, Y., & Wu, Y. J. (2022). Digital Transformation: A Bibliometric Analysis. Journal of Organizational and End User Computing (JOEUC), 34(7), 1–20. https://doi.org/10.4018/JOEUC.302637
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
Sofi, E. (2016). Pembelajaran Berbasis E-Learning Pada Mata Pelajaran Sejarah Kebudayaan Islam Kelas VIII Madrasah Tsanawiyah Negeri. TANZHIM: Jurnal Penelitian Manajemen Pendidikan, 1(1), 49–64.
Subiyantoro, S. (2024). Transformative online learning post-pandemic: Challenges, opportunities, and future trends. Jurnal Pekommas, 9(1), Article 1. https://doi.org/10.56873/jpkm.v9i1.5233
Sumarsono, S. (2021). Peran Massive Open Online Courses dalam Pendidikan Agama Islam di era digital. Ta’dibuna: Jurnal Pendidikan Islam, 10(1), 28. https://doi.org/10.32832/tadibuna.v10i1.3451
Susilowati, R., Patih, A., Narulah, A., & Hermawan, W. (2023). Islamic Education And Learning Technology. International Journal of Education and Literature, 2(3), 96–103. https://doi.org/10.55606/ijel.v2i3.93
Truong, T.-C., & Diep, Q. B. (2023). Technological Spotlights of Digital Transformation in Tertiary Education. IEEE Access, 11, 40954–40966. https://doi.org/10.1109/ACCESS.2023.3270340
Tzenios, N. (2022). Learner-Centered Teaching. International Research Journal of Modernization in Engineering Technology and Science, 4(12), 916–919. https://doi.org/10.56726/IRJMETS32262
Zurqoni, Z., Arbain, M., & Fauzan, U. (2019). The Dynamics of the Development of Islamic Education in Southeast Asia. Borneo International Journal of Islamic Studies (BIJIS), 71–99. https://doi.org/10.21093/bijis.v2i1.1849
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Ta'dibuna: Jurnal Pendidikan Islam

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Penulis memberikan hak cipta karyanya kepada jurnal yang dilisensikan dengan CC-BY-SA or The Creative Commons Attribution–ShareAlike License yang memungkinkan orang lain untuk menggunakan karya dengan pengakuan kepengarangan karya dan publikasi awal dalam jurnal ini.



