Vol. 12 No. 7 (2026): In Progress
Open Access
Peer Reviewed

The Use of Technology to Improve the Quality of Education by Indonesian Researchers in Scopus Database: A Bibliometric Analysis

Authors

Rahayu Nurfadilla , Zafrullah , Muhammad Al Ikhsandi Palysa Putra , Khusnul Hatimah , Izzul Kiram Suardi , Muhammad Najib

DOI:

10.29303/jppipa.v12i7.15090

Published:

2026-07-25

Downloads

Abstract

This study aims to examine research trends and developments related to the use of technology for improving educational quality by Indonesian researchers through a bibliometric analysis of Scopus-indexed publications. A total of 617 documents were retrieved through a PRISMA-based screening procedure and analyzed using Biblioshiny (R) and VOSviewer. The findings indicate a substantial increase in publication output between 2019 and 2025, reaching its highest level in 2025. Padang State University recorded the highest affiliation occurrence in the dataset, while Habibi Akhmad was identified as the most productive author with the highest local h-index. The International Journal of Emerging Technologies in Learning emerged as one of the leading publication sources, recording the highest local h-index among journals in the dataset. Highly cited publications were predominantly associated with the "Technology Acceptance Model" (TAM). Keyword and thematic analyses revealed the continued prominence of “Educational Technology”, “Digital Learning”, and “Higher Education”. Overlay visualization identified “Machine Learning” and “Digital Competence” as emerging themes, while “Mathematics Education” and “Instructional Design" demonstrated increasing research attention in recent years. These findings highlight the rapid growth and diversification of educational technology research in Indonesia and provide valuable insights for future research and policy development toward achieving quality education.

Keywords:

Bibliometric analysis Education Indonesia researcher Technology

References

Akour, M., & Alenezi, M. (2022). Higher Education Future in the Era of Digital Transformation. Education Sciences, 12(11), 784. https://doi.org/10.3390/educsci12110784 DOI: https://doi.org/10.3390/educsci12110784

Al-Adwan, A. S., Li, N., Al-Adwan, A., Abbasi, G. A., Albelbisi, N. A., & Habibi, A. (2023). “Extending the Technology Acceptance Model (TAM) to Predict University Students’ Intentions to Use Metaverse-Based Learning Platforms”. Education and Information Technologies, 28(11), 15381–15413. https://doi.org/10.1007/s10639-023-11816-3 DOI: https://doi.org/10.1007/s10639-023-11816-3

Alenezi, M., Wardat, S., & Akour, M. (2023). The Need of Integrating Digital Education in Higher Education: Challenges and Opportunities. Sustainability (Switzerland), 15(6), 4782. https://doi.org/10.3390/su15064782 DOI: https://doi.org/10.3390/su15064782

Amelia, U. (2023). Tantangan Pembelajaran Era Society 5.0 dalam Perspektif Manajemen Pendidikan. Al-Marsus : Jurnal Manajemen Pendidikan Islam, 1(1), 68. https://doi.org/10.30983/al-marsus.v1i1.6415 DOI: https://doi.org/10.30983/al-marsus.v1i1.6415

Arthi, M. P., & Gandhimathi, S. N. S. (2025). Research trends and network approach of critical thinking skills in English Language Teaching – A bibliometric analysis implementing R studio. Heliyon, 11(2). https://doi.org/10.1016/j.heliyon.2025.e42080 DOI: https://doi.org/10.1016/j.heliyon.2025.e42080

Artyukhov, A., Volk, I., Surowiec, A., Skrzypek-Ahmed, S., Bliumska-Danko, K., Dluhopolskyi, O., & Shablystyi, V. (2022). Quality of Education and Science in the Context of Sustainable Development Goals—From Millennium Goals to Agenda 2030: Factors of Innovation Activity and Socio-Economic Impact. Sustainability, 14(18), 11468. https://doi.org/10.3390/su141811468 DOI: https://doi.org/10.3390/su141811468

Ayuni, R. T., Jaedun, A., Zafrullah, Z., & Ramadhani, A. M. (2024). Trends in the Use of Artificial Intelligence in Science Education: Bibliometric & Biblioshiny Analysis (1975-2024). Jurnal Penelitian Pendidikan IPA, 10(10), 740–756. https://doi.org/10.29303/jppipa.v10i10.7846 DOI: https://doi.org/10.29303/jppipa.v10i10.7846

Bawack, R. E., Wamba, S. F., Carillo, K. D. A., & Akter, S. (2022). Artificial intelligence in E-Commerce: a bibliometric study and literature review. Electronic Markets, 32(1), 297–338. https://doi.org/10.1007/s12525-022-00537-z DOI: https://doi.org/10.1007/s12525-022-00537-z

Bölükbaş, F. A. (2025). Mapping the evolution of early childhood technology: A bibliometric analysis. Education and Information Technologies, 30(6), 8159–8186. https://doi.org/10.1007/s10639-024-13153-5 DOI: https://doi.org/10.1007/s10639-024-13153-5

Chen, H. E., Sun, D., Hsu, T. C., Yang, Y., & Sun, J. (2023). Visualising trends in computational thinking research from 2012 to 2021: A bibliometric analysis. Thinking Skills and Creativity, 47, 101224. https://doi.org/10.1016/j.tsc.2022.101224 DOI: https://doi.org/10.1016/j.tsc.2022.101224

Depita, T. (2024). Pemanfaatan Teknologi Dalam Pembelajaran Aktif (Active Learning) Untuk Meningkatkan Interaksi dan Keterlibatan Siswa. TARQIYATUNA: Jurnal Pendidikan Agama Islam Dan Madrasah Ibtidaiyah, 3(1), 55–64. https://doi.org/10.36769/tarqiyatuna.v3i1.516 DOI: https://doi.org/10.36769/tarqiyatuna.v3i1.516

Djeki, E., Dégila, J., Bondiombouy, C., & Alhassan, M. H. (2022). E-learning bibliometric analysis from 2015 to 2020. Journal of Computers in Education, 9(4), 727–754. https://doi.org/10.1007/s40692-021-00218-4 DOI: https://doi.org/10.1007/s40692-021-00218-4

Do, A. T. P. N., Ahmad, M., & Rochimah, H. (2025). Tinjauan Sistematis Tantangan dan Peluang Implementasi Model Pembiayaan Pendidikan Berbasis Human Capital untuk Pembangunan Sumber Daya Manusia Unggul di Indonesia. DIAJAR: Jurnal Pendidikan Dan Pembelajaran, 4(3), 510–521. https://doi.org/10.54259/diajar.v4i3.4678 DOI: https://doi.org/10.54259/diajar.v4i3.4678

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 DOI: https://doi.org/10.1016/j.jbusres.2021.04.070

Fauzan, A., Kholilah, V., & Ferlita, N. D. (2025). Pokok Pendidikan di Indonesia. Jurnal Bintang Pendidikan Indonesia, 3(1), 282–294. https://doi.org/10.55606/jubpi.v3i1.3602 DOI: https://doi.org/10.55606/jubpi.v3i1.3602

Fu, Y., Weng, Z., & Wang, J. (2025). Examining AI Use in Educational Contexts: A Scoping Meta-Review and Bibliometric Analysis. International Journal of Artificial Intelligence in Education, 35(3), 1388–1444. https://doi.org/10.1007/s40593-024-00442-w DOI: https://doi.org/10.1007/s40593-024-00442-w

González-Pérez, L. I., & Ramírez-Montoya, M. S. (2022). Components of Education 4.0 in 21st Century Skills Frameworks: Systematic Review. Sustainability, 14(3), 1493. https://doi.org/10.3390/su14031493 DOI: https://doi.org/10.3390/su14031493

Huda, M., Maseleno, A., Atmotiyoso, P., Siregar, M., Ahmad, R., Jasmi, K. A., Muhamad, N. H. N., Mustari, M. I., & Basiron, B. (2018). Big data emerging technology: Insights into innovative environment for online learning resources. International Journal of Emerging Technologies in Learning, 13(1), 23–36. https://doi.org/10.3991/ijet.v13i01.6990 DOI: https://doi.org/10.3991/ijet.v13i01.6990

Ilyas, A., Akbar, S. S., Wajid, S. H., Joghee, S., Fatima, A., & Mago, B. (2023). The Growing Importance of Modern Technology in Education. 2023 International Conference on Business Analytics for Technology and Security (ICBATS), 1–4. https://doi.org/10.1109/ICBATS57792.2023.10111128 DOI: https://doi.org/10.1109/ICBATS57792.2023.10111128

Istiawanto, Y., Hamdi, S., Zafrullah, Z., & Sembiring, Y. K. (2024). The Implementation of Technology in School Learning Over the Last 50 Years: A Bibliometric Analysis of the Scopus Database. Jurnal Penelitian Pendidikan IPA, 10(12), 865–889. https://doi.org/10.29303/jppipa.v10i12.8650 DOI: https://doi.org/10.29303/jppipa.v10i12.8650

Jaya, A., Kasmawati, K., Lilianti, L., Rahma, R., & Herlian, H. (2024). Transformasi Pendidikan: Meningkatkan Minat Dan Prestasi Belajar Siswa Melalui Integrasi Model Pembelajaran Berbasis Teknologi. Edum Journal, 7(1), 1–15. https://doi.org/10.31943/edumjournal.v7i1.167 DOI: https://doi.org/10.31943/edumjournal.v7i1.167

Khusun, H., Februhartanty, J., Anggraini, R., Mognard, E., Alem, Y., Noor, M. I., Karim, N., Laporte, C., Poulain, J. P., Monsivais, P., & Drewnowski, A. (2022). Animal and Plant Protein Food Sources in Indonesia Differ Across Socio-Demographic Groups: Socio-Cultural Research in Protein Transition in Indonesia and Malaysia. Frontiers in Nutrition, 9. https://doi.org/10.3389/fnut.2022.762459 DOI: https://doi.org/10.3389/fnut.2022.762459

Kusuma, M. T. A., & Muharom, F. (2024). Transformasi Peran Pendidik dan Tren Pembelajaran Digital di Era Teknologi. Indonesian Journal of Community Engagement, 1(2), 84–97. https://doi.org/10.70895/ijce.v1i2.29 DOI: https://doi.org/10.70895/ijce.v1i2.29

Lai, L., Su, B., & She, L. (2025). Trends and Transformations: A Bibliometric Analysis of Eye-Tracking Research in Educational Technology. Journal of Eye Movement Research, 18(3), 23. https://doi.org/10.3390/jemr18030023 DOI: https://doi.org/10.3390/jemr18030023

Lamboglia, R., Lavorato, D., Scornavacca, E., & Za, S. (2020). Exploring the relationship between audit and technology. A bibliometric analysis. Meditari Accountancy Research, 29(5), 1233–1260. https://doi.org/10.1108/MEDAR-03-2020-0836 DOI: https://doi.org/10.1108/MEDAR-03-2020-0836

Lavicza, Z., Weinhandl, R., Prodromou, T., Anđić, B., Lieban, D., Hohenwarter, M., Fenyvesi, K., Brownell, C., & Diego-Mantecón, J. M. (2022). Developing and Evaluating Educational Innovations for STEAM Education in Rapidly Changing Digital Technology Environments. Sustainability, 14(12), 7237. https://doi.org/10.3390/su14127237 DOI: https://doi.org/10.3390/su14127237

Lee, J. S., & Drajati, N. A. (2019). Affective variables and informal digital learning of English: Keys to willingness to communicate in a second language. Australasian Journal of Educational Technology, 35(5), 168–182. https://doi.org/10.14742/ajet.5177 DOI: https://doi.org/10.14742/ajet.5177

Lin, Y., & Yu, Z. (2025). An integrated bibliometric analysis and systematic review modelling students’ technostress in higher education. Behaviour & Information Technology, 44(4), 631–655. https://doi.org/10.1080/0144929X.2024.2332458 DOI: https://doi.org/10.1080/0144929X.2024.2332458

Ma, Y., & Wang, C. (2025). Empowering music education with technology: a bibliometric perspective. Humanities and Social Sciences Communications, 12(1), 345. https://doi.org/10.1057/s41599-025-04616-2 DOI: https://doi.org/10.1057/s41599-025-04616-2

Machmud, M. T., Irwan, M., Utami, N. M., Rosidah, Wattanachai, S., Samat, C., & Ikram, F. Z. (2024). The Digitalization Phenomenon in Indonesian Education: Progress, Challenges, and Government Strategies. 2024 10th International Conference on Education and Technology (ICET), 209–216. https://doi.org/10.1109/ICET64717.2024.10778480 DOI: https://doi.org/10.1109/ICET64717.2024.10778480

Makda, F. (2025). Digital education: Mapping the landscape of virtual teaching in higher education – a bibliometric review. Education and Information Technologies, 30(2), 2547–2575. https://doi.org/10.1007/s10639-024-12899-2 DOI: https://doi.org/10.1007/s10639-024-12899-2

Maritsa, A., Hanifah Salsabila, U., Wafiq, M., Rahma Anindya, P., & Azhar Ma’shum, M. (2021). Pengaruh Teknologi Dalam Dunia Pendidikan. Al-Mutharahah: Jurnal Penelitian Dan Kajian Sosial Keagamaan, 18(2), 91–100. https://doi.org/10.46781/al-mutharahah.v18i2.303 DOI: https://doi.org/10.46781/al-mutharahah.v18i2.303

Martaputri, N. A., Zafrullah, Z., Chairunnisak, Cahyani, I. A., & Wahyuni, A. (2025). Pemanfaatan Teknologi dalam Mengukur Kemampuan Berpikir Kritis pada Pendidikan: Analisis Bibliometrik. Jurnal Pembelajaran Inovatif, 8(2), 43–54. https://doi.org/10.21009/JPI.082.07 DOI: https://doi.org/10.21009/JPI.082.07

Mhlanga, D. (2024). Digital transformation of education, the limitations and prospects of introducing the fourth industrial revolution asynchronous online learning in emerging markets. Discover Education, 3(1), 32. https://doi.org/10.1007/s44217-024-00115-9 DOI: https://doi.org/10.1007/s44217-024-00115-9

Mitha, S. B., & Omarsaib, M. (2024). Emerging technologies and higher education libraries: a bibliometric analysis of the global literature. Library Hi Tech, 43(2–3), 1248–1270. https://doi.org/10.1108/LHT-02-2024-0105 DOI: https://doi.org/10.1108/LHT-02-2024-0105

Ng, S.-L., & Ho, C.-C. (2025). Generative AI in Education: Mapping the Research Landscape Through Bibliometric Analysis. Information, 16(8), 657. https://doi.org/10.3390/info16080657 DOI: https://doi.org/10.3390/info16080657

Nipan, Purwoko, B., & Susarno, L. H. (2024). Filsafat pendidikan dalam era teknologi: Transformasi nilai dan metode pembelajaran. Jurnal Adijaya Multidisplin, 2(6), 938–947. Retrieved from https://e-journal.naureendigition.com/index.php/jam/article/view/1677

Oktarina, A. D., Hamdi, S., Wijaya, A., Zafrullah, Z., & Rashid, S. (2025). Research Trends on the Implementation of Digital Literacy in Education: A Bibliometric Analysis of the Scopus Database. Indonesian Journal on Learning and Advanced Education (IJOLAE), 7(3), 481–502. https://doi.org/10.23917/ijolae.v7i3.11087 DOI: https://doi.org/10.23917/ijolae.v7i3.11087

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., & Moher, D. (2021). Updating guidance for reporting systematic reviews: development of the PRISMA 2020 statement. Journal of Clinical Epidemiology, 134, 103–112. https://doi.org/10.1016/j.jclinepi.2021.02.003 DOI: https://doi.org/10.1016/j.jclinepi.2021.02.003

Persada, S. F., Miraja, B. A., & Nadlifatin, R. (2019). Understanding the Generation Z Behavior on D-Learning: A Unified Theory of Acceptance and Use of Technology (UTAUT) Approach. International Journal of Emerging Technologies in Learning (IJET), 14(05), 20. https://doi.org/10.3991/ijet.v14i05.9993 DOI: https://doi.org/10.3991/ijet.v14i05.9993

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 DOI: https://doi.org/10.3390/publications9010012

Prasetyo, Y. T., Ong, A. K. S., Concepcion, G. K. F., Navata, F. M. B., Robles, R. A. V, Tomagos, I. J. T., Young, M. N., Diaz, J. F. T., Nadlifatin, R., & Redi, A. A. N. P. (2021). Determining Factors Affecting Acceptance of E-Learning Platforms during the COVID-19 Pandemic: Integrating Extended Technology Acceptance Model and DeLone & McLean IS Success Model. Sustainability, 13(15), 8365. https://doi.org/10.3390/su13158365 DOI: https://doi.org/10.3390/su13158365

Samala, A. D., Rawas, S., Santiago, C. C., Bondarenko, O., Samala, A. G., & Novaliendry, D. (2024). Harmony in Education: An In-Depth Exploration of Indonesian Academic Landscape, Challenges, and Prospects Towards the Golden Generation 2045 Vision. TEM Journal, 13(3), 2436–2456. https://doi.org/10.18421/TEM133-71 DOI: https://doi.org/10.18421/TEM133-71

Suripah, Retnawati, H., Zetriuslita, Zafrullah, & Hidayat, R. (2025). Research Trends in Scopus Database on Technological Innovation in the Process of Mathematics Learning: A Bibliometric Analysis. International Journal of Cognitive Research in Science, Engineering and Education, 13(1), 97–116. https://doi.org/10.23947/2334-8496-2025-13-1-97-116 DOI: https://doi.org/10.23947/2334-8496-2025-13-1-97-116

Tanjung, Y. W., & Zainil, M. (2025). Analisis Kualitas Pendidikan di Indonesia. Jurnal Teknologi Pendidikan Dan Pembelajaran (JTPP), 02(04), 953–957. Retrieved from http://jurnal.kopusindo.com/index.php/jtpp/article/view/822 DOI: https://doi.org/10.62379/jtpp.v2i4.822

Vinueza-Morales, M., Rodas-Silva, J., & Vidal-Silva, C. (2025). Teaching Programming in Higher Education: Analyzing Trends, Technologies, and Pedagogical Approaches Through a Bibliometric Lens. International Journal of Advanced Computer Science and Applications, 16(1), 61–68. https://doi.org/10.14569/IJACSA.2025.0160106 DOI: https://doi.org/10.14569/IJACSA.2025.0160106

Widiastuti, I. (2025). Assessing the Impact of Education Policies in Indonesia: Challenges, Achievement, and Future Direction. AL-ISHLAH: Jurnal Pendidikan, 17(2), 1955–1964. https://doi.org/10.35445/alishlah.v17i2.6803 DOI: https://doi.org/10.35445/alishlah.v17i2.6803

Yang, L., & Cao, S. (2023). What factors are driving the rapid growth of education levels in China? Heliyon, 9(5). https://doi.org/10.1016/j.heliyon.2023.e16342 DOI: https://doi.org/10.1016/j.heliyon.2023.e16342

Zafrullah, Ramadhani, A. M., Retnawati, H., & Nabilah. (2024). Computational Thinking and its Application in School: A Bibliometric Analysis (2008-2023). International Conference on Current Issues in Education (ICCIE 2023), 329–338. https://doi.org/10.2991/978-2-38476-245-3_35 DOI: https://doi.org/10.2991/978-2-38476-245-3_35

Zafrullah, Z., Ma’arif, A., Wahyuni, A., & Putra, A. G. M. (2026). Trends and Evolution Research on Digital-based Assessment: A Bibliometric Analysis using Scopus Database. Control Systems and Optimization Letters, 4(2), 162–171. Retrieved from https://ejournal.csol.or.id/index.php/csol/article/view/317

Zafrullah, Z., & Ramadhani, A. M. (2024). The Use of Mobile Learning in Schools as A Learning Media: Bibliometric Analysis. Indonesian Journal of Educational Research and Technology, 4(2), 187–202. Retrieved from https://ejournal.upi.edu/index.php/IJERT/article/view/65586

Author Biographies

Rahayu Nurfadilla, Universitas Negeri Makassar

Author Origin : Indonesia

Zafrullah, Universitas Negeri Yogyakarta

Author Origin : Indonesia

Muhammad Al Ikhsandi Palysa Putra, Universitas Negeri Makassar

Author Origin : Indonesia

Khusnul Hatimah, Universitas Negeri Makassar

Author Origin : Indonesia

Izzul Kiram Suardi, Universitas Negeri Yogyakarta

Author Origin : Indonesia

Muhammad Najib, Universitas Negeri Yogyakarta

Author Origin : Indonesia

Downloads

Download data is not yet available.

How to Cite

Nurfadilla, R., Zafrullah, Putra, M. A. I. P., Hatimah, K., Suardi, I. K., & Najib, M. (2026). The Use of Technology to Improve the Quality of Education by Indonesian Researchers in Scopus Database: A Bibliometric Analysis. Jurnal Penelitian Pendidikan IPA, 12(7), 49–63. https://doi.org/10.29303/jppipa.v12i7.15090