Learning Management System as a Digital Transformation in Elementary Schools: A Bibliometric Study (1989–2025)

Authors

  • Nafiah Nafiah
  • Sukron Djazilan
  • Dewi Widiana Rahayu
  • Ahmad Shiddiq
  • David Hermansyah

Keywords:

Bibliometric analysis; digital transformation; LMS; primary educational technology; adaptive learning

Abstract

This study aims to map the development of research on digital transformation in primary education through Learning Management Systems (LMS) published between 1989-2025 within the broader field of educational technology. The study focuses on four main aspects: (1) publication performance based on year, contributing countries, sources, and document types; (2) thematic structures, including dominant keywords, thematic evolution, and author collaboration networks; (3) intellectual structure analysis through co-citation, bibliographic coupling, and citation network mapping; and (4) the representation of adaptive learning within LMS-related research in primary or elementary education. The method used was bibliometrics utilising the Scopus database and analysed through RStudio (Bibliometrix/Biblioshiny), VOSviewer and Microsoft Excel. A total of 137 articles from 111 sources were included to generate comprehensive publication performance metrics and research network visualisations. The findings indicate that LMS research in primary education is gaining global attention, although publication growth remains relatively stable. Key themes include educational technology, digital literacy, gamification, adaptive learning and learning analytics. China and Indonesia emerge as major collaboration hubs, while Computers & Education dominates citation influence. The field is shifting from general e-learning towards adaptive and AI-supported LMS. This study contributes theoretically by clarifying the intellectual, conceptual, and collaborative structure of LMS research in primary education, providing a systematic foundation for understanding its evolution towards data-driven and personalised learning environments.

https://doi.org/10.26803/ijlter.25.4.45

References

Abdi, A. I., Omar, A. M., Mahdi, A. O., Asiimwe, C., & Osman, M. A. (2024). Tracing the evolution of STEM education: a bibliometric analysis. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1457938

Ajijola, E. M., Ogunlade, O. O., & Aladesusi, G. A. (2021). The attitude of distance learners towards the utilization of learning management system (A case study of National Open University of Nigeria). Indonesian Journal of Teaching in Science. https://doi.org/10.17509/ijotis.v1i1.39403

Alfianto, A. B., Karyanto, P., & Harlita. (2019). Learning management system for eco literacy enhancement: The effectiveness of adopting Lewinshon indicators as an additional standard of competence. AIP Conference Proceedings, 2194. https://doi.org/10.1063/1.5139734

Al-Fraihat, D., Alshahrani, A. M., Alzaidi, M., Shaikh, A. A., Al-Obeidallah, M., & Al-Okaily, M. (2025). Exploring students’ perceptions of the design and use of the Moodle learning management system. Computers in Human Behavior Reports, 18, 100685. https://doi.org/10.1016/j.chbr.2025.100685

Aljaloud, A. S., Uliyan, D. M., Alkhalil, A., Elrhman, M. A., Alogali, A. F. M., Altameemi, Y. M., … Kwan, P. (2022). A deep learning model to predict student learning outcomes in LMS using CNN and LSTM. IEEE Access, 10, 85255–85265. https://doi.org/10.1109/ACCESS.2022.3196784

Al-Samarraie, H., & Saeed, N. (2018). A systematic review of cloud computing tools for collaborative learning: Opportunities and challenges to the blended-learning environment. Computers & Education, 124, 77–91. https://doi.org/https://doi.org/10.1016/j.compedu.2018.05.016

Alshater, M. M., Hassan, M. K., Rashid, M., & Hasan, R. (2021). A bibliometric review of the Waqf literature. Eurasian Economic Review, 12(2), 213–239. https://doi.org/10.1007/s40822–021-00183-4

Alturki, U., & Aldraiweesh, A. (2021). Application of learning management system (LMS) during the COVID-19 pandemic: A sustainable acceptance model of the expansion technology approach. Sustainability. https://doi.org/10.3390/su131910991

Arghir, D.-C. (2024). Implementation of learning management systems with generative artificial intelligence functions in the post-pandemic environment. Information Technologies and Learning Tools, 100(2), 217–232. https://doi.org/10.33407/itlt.v100i2.5518

Bradley, V. M. (2020). Learning management system (LMS) use with online instruction. International Journal of Technology in Education, 4(1), 68. https://doi.org/10.46328/ijte.36

Bulaclac, J. R., Mateo – Nakamura, J. C., & G. Luciano, R. (2022). Learning management system (LMS) Tools used by universities in the Philippines: A SWOT analysis. International Journal of Advanced Engineering Research and Science, 9(12), 347–359. https://doi.org/10.22161/ijaers.912.38

Chan, W. M., & Lee, J. W. C. (2021). 5G connected autonomous vehicle acceptance: The mediating effect of trust in the technology acceptance model. Asian Journal of Business Research, 11(1). https://doi.org/10.14707/ajbr.210098

Chang, Y.-C., Li, J.-W., & Huang, D.-Y. (2022). A personalized learning service compatible with Moodle e-learning management system. Applied Sciences, 12(7), 3562. https://doi.org/10.3390/app12073562

Darmawan, I. P. A., & Meisyani, L. (2025). A decade of learning management system research: A bibliometric analysis (2014–2023). Indonesian Journal of Instructional Media and Model, 7(1), 1–17. https://doi.org/10.32585/ijimm.v7i1.6239

Dewi, C. (2022). Digital literacy analysis of elementary school students through implementation of e-learning based learning management system. Journal of Education Technology. https://doi.org/10.23887/jet.v6i2.44160

Dewi, R. M., Nastiti, P., Negara, J. G., Wahju, A., & Emanuel, R. (2023). Pengembangan learning management systems Berbasis Moodle untuk Sekolah Dasar (Studi Kasus : SD Tumbuh 4 Bantul). Jurnal Atma Inovasia (JAI), 3(5). https://doi.org/10.24002/jai.v3i5.7406

Dias, S. B., Hadjileontiadou, S. J., Diniz, J., & Hadjileontiadis, L. J. (2020). DeepLMS: a deep learning prDias, S. B., Hadjileontiadou, S. J., Diniz, J., & Hadjileontiadis, L. J. (2020). DeepLMS: a deep learning predictive model for supporting online learning in the COVID-19 era. Scientific Reports, 10(1), 1–17. https://doi.org/10.1. Scientific Reports, 10(1), 1–17. https://doi.org/10.1038/s41598-020-76740-9

Doringin, F., Umami, N. Z., Sasia, K., & Pangalila, T. (2023). Towards the model of learning management system for elementary and secondary education. Technium Social Sciences Journal. https://doi.org/10.47577/tssj.v49i1.9822

El Koshiry, A., Eliwa, E., Abd El-Hafeez, T., & Tony, M. A. A. (2024). Effectiveness of a cloud learning management system in developing the digital transformation skills of blind graduate students. Societies, 14(12), 255. https://doi.org/10.3390/soc14120255

Fadholi, M., Zulaikha, S., & Robby, D. K. (2023). Optimalisasi Pemanfaatan LMS Unj Pada Program Studi Manajemen Pendidikan Fakultas Ilmu Pendidikan Universitas Negeri Jakarta. Perspektif Ilmu Pendidikan. https://doi.org/10.21009/pip.372.1

Fajarianto, O., Setiyowati, A. J., Fadhli, M., Adi, E. P., Prastiawan, A., Hasanah, W., … Ismail, A. (2024). Development of a flipbook based on a knowledge management system to improve the integrity character of education personnel in tertiary institutions. 2024 10th International Conference on Education and Technology (ICET), 32–35. IEEE. https://doi.org/10.1109/ICET64717.2024.10778452

Ferdaus, J., Rochy, E. A., Biswas, U., Tiang, J. J., & Nahid, A.-A. (2024). Analyzing diabetes detection and classification: A bibliometric review (2000–2023). Sensors, 24(16), 5346. https://doi.org/10.3390/s24165346

Fu, Y. C., Marques, M., Tseng, Y., W Powell, J. J., & Baker, D. P. (2022). An evolving international research collaboration network: spatial and thematic developments in co-authored higher education research, 1998–2018. Scientometrics. https://doi.org/10.1007/s11192–021-04200-w

Ghani, N. A., Teo, P.-C., Ho, T. C. F., Choo, L. S., Yus Kelana, B. W., Adam, S., & Ramliy, M. K. (2022). Bibliometric analysis of global research trends on higher education internationalization using Scopus database: Towards sustainability of higher education institutions. Sustainability. https://doi.org/10.3390/su14148810

He, F., & Wen, L. (2025). The relationship between digital resource allocation and digital literacy of kindergarten teachers: The chain mediating effect of self-efficacy and learning motivation. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2025.1639007

Jeon, H. M., Sung, H. J., & Kim, H. Y. (2020). Customers’ acceptance intention of self-service technology of restaurant industry: expanding UTAUT with perceived risk and innovativeness. Service Business, 14(4), 533–551. https://doi.org/10.1007/s11628-020-00425-6

Judijanto, L. (2025). A bibliometric analysis of adaptive learning in K-12 Education. The Eastasouth Journal of Learning and Educations, 3(01), 75–86. https://doi.org/10.58812/esle.v3i01.496

Khan, A., Afridi, A. H., Khan, M. K., & Ahmad, P. (2025). Examining predictors of perceived usefulness of learning management system from the perspectives of distance learning students: an application of the information success model. Asian Association of Open Universities Journal, 20(1), 54–67. https://doi.org/10.1108/AAOUJ-01-2024-0009

Khasinah, S., & Elviana, E. (2022). Need Analysis dalam Pengembangan Kurikulum. Jurnal MUDARRISUNA: Media Kajian Pendidikan Agama Islam, 12(4), 837. https://doi.org/10.22373/jm.v12i4.17208

Kocasava?, Y., A?k?n Balc?, H., & Özcivano?lu, S. (2025). Bibliometric analysis of bilig from 2008 to 2022. Bilig, 2025(112), 1–32. https://doi.org/10.12995/bilig.7597

Konch, P. K., & Hazarika, H. J. (2025). Scientometric analysis of adaptive learning literature: Insights from the OpenAlex database. Education for Information. https://doi.org/10.1177/01678329251364338

Kubsch, M., Strauß, S., Grimm, A., Gombert, S., Drachsler, H., Neumann, K., & Rummel, N. (2025). Self-regulated learning in the digitally enhanced science classroom: Toward an early warning system. Educational Psychology Review, 37(2), 34. https://doi.org/10.1007/s10648-025-10011-9

Kumar, M., Kumari, S., Guntipally, S. S., Chhabra, A., Kumar, A., & Kumar, P. (2024). A step-by-step guide of bibliometric study for healthcare and allied research. Journal of Pharmacy and Bioallied Sciences, 16(Suppl 4), S4114–S4116. https://doi.org/10.4103/jpbs.jpbs_1347_24

Levin, S. (2023). LMS cluster data analysis for correcting students’ learning. In A. Gibadullin & S. Sadullozoda (Eds.), 2nd International Conference on Computer Applications for Management and Sustainable Development of Production and Industry (CMSD-II-2022) (p. 51). SPIE. https://doi.org/10.1117/12.2669585

Liang, Q., Wu, Z., Zhu, S., Du, Y., Cheng, Z., Chen, Y., … Wang, J. (2024). A bibliometric analysis of research trends and hotspots of pilocytic astrocytoma from 2004 to 2023. Neurosurgical Review, 48(1), 3. https://doi.org/10.1007/s10143-024-03139-9

Lin, Y., Choo, W. C., & Ng, K. Y. (2025). The evolution of SDGs rival: A bibliometric analysis of greenwashing over 30 years. Journal of Lifestyle and SDGs Review, 5(2), e03270. https://doi.org/10.47172/2965-730x.sdgsreview.v5.n02.pe03270

Llamas, M. C. A. R., Vilela-Malabanan, C. M., & Dinawanao, D. D. (2025). Needs and challenges of academics and students in using a learning management system: a user experience approach. Journal of Education and Learning (EduLearn), 19(3), 1662–1669. https://doi.org/10.11591/edulearn.v19i3.22350

Luo, Z., & Wang, Y. (2024). Innovative teacher leadership in curriculum construction: integration of smart learning management system and end-user learners. Journal of Organizational and End User Computing, 36(1). https://doi.org/10.4018/JOEUC.348333

Mahama, P. Y., Amankwah-Sarfo, F., & Gyedu, F. (2024). Critical issues of online learning management in higher educational institutions in a developing country context: examples from Ghana. International Journal of Educational Management, 38(7), 1903–1924. https://doi.org/10.1108/IJEM-01-2024-0059

Misiejuk, K., Ness, I. J., Gray, R., & Wasson, B. (2023). Changes in online course designs: Before, during, and after the pandemic. Frontiers in Education. https://doi.org/10.3389/feduc.2022.996006

Molina Torres, M. P. (2024). Flipped Classroom to teach digital skills during COVID-19. Journal of Technology and Science Education. https://doi.org/10.3926/jotse.2256

Mustafa, A. N. (2024). The future of mathematics education: Adaptive learning technologies and artificial intelligence. International Journal of Science and Research Archive, 12(1), 2594–2599. https://doi.org/10.30574/ijsra.2024.12.1.1134

Nafiah, Ghufron, S., & Kurjum, M. (2022). Manajemen pembelajaran berbasis daring bagi guru sekolah dasar di tengah pandemi covid 19. Didaktis: Jurnal Pendidikan Dan Ilmu Pengetahuan, 22(3), 384–400. https://doi.org/10.30651/didaktis.v22i3.12958

Nafiah, N., Ghufron, S., Hartatik, S., Saputri, T., Djazilan, S., Mariati, P., & Kurjum, M. (2022). An online-based learning management analysis for elementary school teachers during COVID-19 pandemic in Indonesia. Pegem Egitim ve Ogretim Dergisi, 12(4), 137–147. https://doi.org/10.47750/pegegog.12.04.14

Nasser, R., Cherif, M., & Romanowski, M. (2011). Factors that impact student usage of the learning management system in Qatari schools Nasser. In Cherif and Romanowski (Vol. 12). https://doi.org/10.19173/irrodl.v12i6.985

Nasution, S. M., Septiawan, R. R., & Ruriawan, M. F. (2024). Implementasi sistem manajemen pembelajaran daring berbasis moodle dengan microserver on-premises di sekolah Binekas. Jurnal Pengembangan Dan Pengabdian Masyarakat Multikultural, 2(1), 1–10. https://doi.org/10.57152/batik.v2i1.1205

Norliza, M. Y., Luqman, S. M., Muhammad Zulqarnain, M. N., & Mohd Fitri, M. S. (2024). mapping the landscape of e-learning research: A bibliometric analysis. Ijelhe. https://doi.org/10.24191/ijelhe.v19n1.1912

Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to design bibliometric research: an overview and a framework proposal. Review of Managerial Science, 18(11), 3333–3361. https://doi.org/10.1007/s11846-024-00738-0

P. Gamage, S. H., Ayres, J. R., & Behrend, M. (2022). A systematic review on trends in using Moodle for teaching and learning. International Journal of Stem Education. https://doi.org/10.1186/s40594-021-00323-x

Phuong, T. T. T., Nguyen, T.-T., Danh, N. N., Ngo Van, D., Luong, H. D., Nguyen, L. V. A., & Tran, T. (2023). Digital transformation in education: a bibliometric analysis using Scopus. European Science Editing, 49. https://doi.org/10.3897/ese.2023.e107138

Rahate, V., Mehta, A. K., Deshpande, S., Jawarkar, P., Disawal, V., & Sarge, P. (2025). Impact of AI-driven learning management systems on institutional efficiency and student engagement. Metallurgical and Materials Engineering, 31(2), 98–103. https://doi.org/10.63278/1341

Restianto, Y. E., Sulisyanto, Indrayanto, A., Chasanah, N., & Iskandar, D. (2022). Antecedents to continuance of use intention of adopting learning management system (LMS) in e-commerce learning: Implementation of IS success model. Quality - Access to Success, 23(188). https://doi.org/10.47750/QAS/23.188.03

Rosário, A. T., & Dias, J. C. (2022). Learning management systems in education. https://doi.org/10.4018/978-1-6684-4706-2.ch003

Sáiz-Manzanares, M. C., Marticorena-Sánchez, R., Rodríguez-Díez, J. J., Rodríguez-Arribas, S., Díez-Pastor, J. F., & Ji, Y. P. (2021). Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques. Journal of Computing in Higher Education, 33(3), 747–778. https://doi.org/10.1007/s12528-021-09289-9

Salah, S., & Thabet, M. (2021). E-learning management systems – A feature-based comparative analysis. Journal of Information Systems and Technology Management, 18. https://doi.org/10.4301/S1807-1775202118003

Saputri, K. A., Baharudin, B., Asyha, A. F., Bahri, S., Hasanah, I. F., & Shabira, Q. (2024). Penggunaan Learning Management System (LMS) Di Sekolah Menegah Pertama: A systematic literature review. LEARNING : Jurnal Inovasi Penelitian Pendidikan Dan Pembelajaran, 4(4), 1264–1273. https://doi.org/10.51878/learning.v4i4.4014

Sari, U., Ulusoy, A., & Pekta?, H. M. (2025). Computational thinking in science laboratories based on the flipped classroom model: Computational thinking, laboratory entrepreneurial and attitude. Journal of Science Education and Technology. https://doi.org/10.1007/s10956-024-10192–y

Shin, W. S., & Kang, M. (2015). The use of a mobile learning management system at an online university and its effect on learning satisfaction and achievement. International Review of Research in Open and Distributed Learning, 16(3), 110–130. https://doi.org/10.19173/irrodl.v16i3.1984

Simon, P. D., Jiang, J., Fryer, L. K., King, R. B., & Frondozo, C. E. (2025). An assessment of learning management system use in higher education: perspectives from a comprehensive Sample of Teachers and Students. Technology, Knowledge and Learning, 30(2), 741–767. https://doi.org/10.1007/s10758-024-09734-5

Siregar, V. V., Rajab, R., Hermansyah, H., Ardinal, E., Hidayatullah, R., & Alimudin, N. (2024). Analyzing the influence of digital literacy and pedagogical knowledge on TPACK in elementary school teachers. Jurnal Ilmiah Sekolah Dasar. https://doi.org/10.23887/jisd.v8i3.53414

Steindal, S. A., Ohnstad, M. O., Landfald, Ø. F., Solberg, M. T., Sørensen, A. L., Kaldheim, H. K. A., … Christensen, V. L. (2021). Postgraduate students’ experience of using a learning management system to support their learning: A qualitative descriptive study. Sage Open Nursing. https://doi.org/10.1177/23779608211054817

Talan, T., & Demirbilek, M. (2022). Bibliometric analysis of research on learning analytics based on Web of Science database. Informatics in Education. https://doi.org/10.15388/infedu.2023.02

Tan, R. D., Piad, K., Lagman, A., Victoriano, J., Tano, I., Gabriel, N. S., & Espino, J. (2022). LMS content evaluation system with sentiment analysis using lexicon-based approach. 2022 10th International Conference on Information and Education Technology (ICIET), 93–98. IEEE. https://doi.org/10.1109/ICIET55102.2022.9778976

Tanwar, M., & Verma, H. V. (2024). Scientific mapping of chatbot literature: A bibliometric analysis. International Journal of Mathematical, Engineering and Management Sciences, 9(2), 323–340. https://doi.org/10.33889/IJMEMS.2024.9.2.017

Tinmaz, H., & Lee, J. H. (2020). An analysis of users’ preferences on learning management systems: a case on German versus Spanish students. Smart Learning Environments, 7(1), 30. https://doi.org/10.1186/s40561-020-00141-8

Ullah, R., Asghar, I., & Griffiths, M. G. (2022). An integrated methodology for bibliometric analysis: A case study of internet of things in healthcare applications. Sensors, 23(1), 67. https://doi.org/10.3390/s23010067

Venter, P., van Rensburg, M. J., & Davis, A. (2012). Drivers of learning management system use in a South African open and distance learning institution. Australasian Journal of Educational Technology, 28(2). https://doi.org/10.14742/ajet.868

Vergara, D., Lampropoulos, G., Antón-Sancho, Á., & Fernández-Arias, P. (2024). Impact of artificial intelligence on learning management systems: A bibliometric review. Multimodal Technologies and Interaction, 8(9). https://doi.org/10.3390/mti8090075

Widodo, S., Turmudi, & Rosjanuardi, R. (2021). Autonomy and creative thinking skills of prospective elementary school teacher students in mathematics learning with science phenomena assisted by lMS. International Journal of Learning, Teaching and Educational Research, 20(8), 160–175. https://doi.org/10.26803/IJLTER.20.8.10

Yürümez, E. (2024). A Comprehensive Bibliometric analysis of learning analytics in education research. International Journal on Studies in Education. https://doi.org/10.46328/ijonse.234

Zainil, M., Helsa, Y., Sutarsih, C., Nisa, S., Sartono, & Suparman. (2024). A needs analysis on the utilization of learning management systems as blended learning media in elementary school. Journal of Education and E-Learning Research, 11(1), 56–65. https://doi.org/10.20448/jeelr.v11i1.5310

Zhu, H. (2024). Analysis of university education management based on artificial intelligence. Security and Communication Networks, 2024, 1–1. https://doi.org/10.1155/2024/9792171

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2026-04-30

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Nafiah, N., Djazilan, S., Rahayu, D. W., Shiddiq, A. ., & Hermansyah, . D. (2026). Learning Management System as a Digital Transformation in Elementary Schools: A Bibliometric Study (1989–2025). International Journal of Learning, Teaching and Educational Research, 25(4), 1008–1037. Retrieved from https://www.ijlter.net/index.php/ijlter/article/view/2835

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