Mapping the Evolution of Lifelong Learning, Technology, and E-Learning Research: A Bibliometric Analysis
Country:
(1) Department of Sociology Education, Universitas Muhammadiyah Makassar, Indonesia
(2) Department of Physics Education, Universitas Muhammadiyah Makassar, Indonesia
(3) Department of Primary Teacher Education, Universitas Muhammadiyah Makassar, Indonesia
(4) Doctoral Student, Education Study Program, Universitas Muhammadiyah Makassar, Indonesia
The rapid expansion of digital technologies has transformed the way lifelong learning and e-learning are understood and practiced. This study undertakes a bibliometric analysis to trace the evolution of research on lifelong learning, technology, and e-learning from 2011 to 2024, offering a comprehensive view of the field’s intellectual and developmental trajectory. A total of 624 documents indexed in the Scopus database were analyzed using VOSviewer and Biblioshiny. The analysis included annual publication trends, leading source titles, influential authors, contributing countries, thematic keywords, and conceptual structures. Temporal mapping was employed to identify the main developmental phases of the field. The analysis reveals three distinct phases of publication growth. The first phase (2011–2015) centered on digital infrastructure and the early adoption of ICT in education. The second phase (2016–2019) saw increased attention to integrating e-learning platforms and developing lifelong learning competencies. The third phase (2020–2024) experienced a sharp surge in output, largely driven by educational shifts following the COVID-19 pandemic, as well as emerging discussions about artificial intelligence, digital transformation, and adaptive learning systems. An unexpected yet striking observation was the accelerated rise of AI-related research after 2021. Throughout these periods, enduring themes such as e-learning, lifelong learning, and digital competence remained central. At the same time, the diversity of authors, journals, and contributing countries underscored the field’s interdisciplinary and global character. This study highlights a structural shift from technology-centered approaches to learner-focused and adaptive pedagogies. Two major insights stand out. First, the COVID-19 pandemic catalyzed the rapid global expansion of research and investment in digital learning. Second, the growing prominence of artificial intelligence signals an emerging shift toward intelligent, personalized lifelong learning ecosystems. A notable limitation of this work is that, although the dataset extends to mid-2025, the core analysis focuses on publications from 2011 to 2024 because data for 2025 remain incomplete. The partial records from 2025 are therefore presented only as preliminary signals of developing research directions and should be interpreted with due caution.
Keywords: lifelong learning, e-learning, digital competence, artificial intelligence, bibliometric analysis.
Abualkishik, A. , Z., Atassi, R., Singh, A., Elhoseny, M., Alwan, A. A., Iqbal, R., & Khelifi, A. (2022). Outcomes-Based assessment and lessons learned in ABET-CAC accreditation: a case study of the american university in the emirates. Mobile Information Systems, 2022. doi:10.1155/2022/1595126
Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. doi:https://doi.org/10.1016/j.joi.2017.08.007
Aria, M., Cuccurullo, C., D’Aniello, Misuraca, M., & Spano, M. (2024). Comparative science mapping: a novel conceptual structure analysis with metadata. Scientometrics, 129, 7055–7081. doi:https://doi.org/10.1007/s11192-024-05161-6
Blank, U., & Schmidt, I. (2022). Assessing digital self-efficacy: Review and scale development. Computers and Education, 191. doi:10.1016/j.compedu.2022.104626
Bulathwela, S., Pérez-Ortiz, M., Holloway, C., Cukurova, M., & Shawe-Taylor, J. (2024). Artificial intelligence alone will not democratise education: on educational inequality, techno-solutionism and inclusive tools. Sustainability (Switzerland), 16(2). doi:10.3390/su16020781
Chatti, M. A., Schroeder, U., & Jarke, M. (2012). LaaN: Convergence of knowledge management and technology-enhanced learning. IEEE Transactions on Learning Technologies, 5(2), 177–189. doi:10.1109/TLT.2011.33
Chatti, M. A., Thüs, H., Greven, C., & Schroeder, U. (2016). Seamless integration of knowledge management and professional learning in PRiME. In J. Uhomoibhi, M. T. Restivo, S. Zvacek, & M. Helfert (Eds.), Communications in Computer and Information Science, 583, 541–557. Springer Verlag. doi:10.1007/978-3-319-29585-5_31
Gordon, S., & Mora, S. , L. (2013). Web accessibility of MOOCs for elderly students. In 2013, the 12th International Conference on Information Technology-Based Higher Education and Training (ITHET 2013). IEEE Computer Society. doi:10.1109/ITHET.2013.6671024
Gouws, P., & Kritzinger, E. (2023). Using massive open online courses (MOOCs) to create learning spaces for quality lifelong learning for all communities through engaged scholarship (ES). In H. Y.-M. & T. Rocha (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 14099 LNCS, pp. 345–355). Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-40113-8_34
Hodroj, S., Lamolle, M., & Sabeima, M. (2023). A multimedia resource ontology for semantic e-learning domain. In A. Rocha, C. Ferrás, & W. Ibarra (Eds.), Lecture Notes in Networks and Systems (Vol. 691 LNNS, pp. 551–560). Springer science and business media deutschland GmbH. doi:10.1007/978-3-031-33258-6_50
Jhanwar, K. Y., & Sadaria, P. (2025). From pen to pixel: understanding learning shifts with student insights in E-Education. In S. Rajagopal, K. Popat, D. Meva, S. Bajeja, & P. Mudholkar (Eds.), Communications in Computer and Information Science (Vol. 2426 CCIS, pp. 326–338). Springer science and business media deutschland GmbH. doi:10.1007/978-3-031-86296-0_23
Kapenieks, A., Zuga, B., Gorbunovs, A., Jirgensons, M., Kapenieks, J., Vitolina, I., … Balode, A. (2015). User behavior in multi-screen elearning. In de A. M. S, E. Theodotou, E. Theodotou, V. Snasel, Y. Saleh, S. A.-B., … S. Kumar (Eds.), Procedia Computer Science, 65, 761–767. Elsevier. doi:10.1016/j.procs.2015.09.021
Kapenieks, A., Zuga, B., Stale, G., & Jirgensons, M. (2012). e-Ecosystem driven e-learning vs technology driven e-learning. In CSEDU 2012 - Proceedings of the 4th International Conference on Computer Supported Education, 2, 436–439. SciTePress. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-84864879507&partnerID=40&md5=22fa08f26b3f0e4642a2459cc854afb5
Kapenieks, A., Zuga, B., Vitolina, I., Kapeniks Jr., J., Gorbunovs, A., Jirgensons, M., … Balode, A. (2014). Piloting the eBig3: A triple-screen e-learning approach. In CSEDU 2014 - Proceedings of the 6th International Conference on Computer Supported Education, 1, 325–329. SciTePress. doi:10.5220/0004848603250329
Kapoor, G., Chahal, A., Sharma, N., Kaur, S., & Hendrik, H. (2025). Electronic-learning: Friend or Foe. International Journal of Educational Reform, 34(2), 405–415. doi:10.1177/10567879221140095
Kummanee, J., Nilsook, P., Piriyasurawong, P., & Wannapiroon, P. (2023). Digital learning ecosystem based on the steam gamification concept to develop innovator characteristics of vocational learners. In M. E. Auer, W. Pachatz, & T. Rüütmann (Eds.), Lecture Notes in Networks and Systems, 634 LNNS, 695–706. Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-26190-9_73
Li, Z., Bonk, C. J., & Zhou, C. (2024). Supporting learners' self-management for self-directed language learning: a study within Duolingo. Interactive Technology and Smart Education, 21(3), 381–402. doi:10.1108/ITSE-05-2023-0093
Luelmo, S. , I. , R., El Mawas, N., & Heutte, J. (2021). Learner models for MOOC in a lifelong learning context: a systematic literature review. In H. C. Lane, S. Zvacek, & J. Uhomoibhi (Eds.), Communications in Computer and Information Science, 1473, 392–415. Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-030-86439-2_20
Marouan, A., Badrani, M., Kannouf, N., & Chetouani, A. (2024). Empowering education: leveraging blockchain for secure credentials and lifelong learning. In Signals and Communication Technology, F2283, 1–14. Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-49593-9_1
Mohammadian, H. D., Langari, Z. G., Castro, M., & Wittberg, V. (2022). A study of MOOCs Project (MODE IT), techniques, and know how-do how best practices and lessons from the pandemic through the tomorrow age theory. In Proceedings of 2022 IEEE Learning with MOOCS, LWMOOCS 2022 (pp. 179–191). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/LWMOOCS53067.2022.9927790
Mungra, Y., Srivastava, R., Sharma, A., Banerji, D., & Gollapudi, N. (2024). Impact of digital competence on employees’ flourishing through basic psychological needs satisfaction. Journal of Computer Information Systems, 64(1), 47–61. doi:10.1080/08874417.2023.2176948
Sarshartehrani, F., Mohammadrezaei, E., Behravan, M., & Gracanin, D. (2024). Enhancing e-learning experience through embodied ai tutors in immersive virtual environments: a multifaceted approach for personalized educational adaptation. In R. A. Sottilare & J. Schwarz (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 14727 LNCS, pp. 272–287). Springer science and business media deutschland GmbH. doi:10.1007/978-3-031-60609-0_20
Savchenko, M., Synytsya, K., & Synyakova, S. (2023). Recommendation methods for information technology support of lifelong learning situations. In Lecture Notes on Data Engineering and Communications Technologies (Vol. 178, pp. 552–564). Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-35467-0_33
Segura, R. I., Garrido, Y. C., Morueta, R. T., & Miranda, F. P. R. (2023). Adapting digital competence 2.1 from the DigCom Model in the context of active ageing. In F. Moreira, C. S. Gonzalez-Gonzalez, A. Infante-Moro, J. C. Infante-Moro, J. Gallardo-Perez, A. Garcia-Holgado, & F. J. Garcia-Penalvo (Eds.), Proceedings - JICV 2023: 13th International Conference on Virtual Campus. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/JICV59748.2023.10565720
Skvarc, G., & Markulin, T. (2024). Assessing the impact of large-scale ICT investment in education through measuring the digital maturity of schools. In T. Volarić, B. Crnokić, & D. Vasić (Eds.), Communications in Computer and Information Science, 2124 CCIS, 84–96. Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-62058-4_7
Stefan, I., Barkoczi, N., Todorov, T., Peev, I., Pop, L., Marian, C., … Morales, L. (2023). Technology and education as drivers of the fourth industrial revolution through the lens of the new science of learning. In P. Zaphiris, A. Ioannou, & A. Ioannou (Eds.), Lecture Notes in Computer Science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics) (Vol. 14040 LNCS, pp. 133–148). Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-34411-4_11
Vonitsanos, G., Moustaka, I., Doukakis, S., & Mylonas, P. (2024). Transforming education in the digital age: exploring the dimensions of education 4.0. In IEEE Global Engineering Education Conference, EDUCON. IEEE Computer Society. doi:10.1109/EDUCON60312.2024.10578747
Wang, J. (2024). Research and exploration on teaching c-language programming based on big data background. In 2024 4th International Symposium on Computer Technology and Information Science, ISCTIS 2024 (pp. 312–315). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ISCTIS63324.2024.10698846
Wang, J., & Wang, Y. (2024). Application of IoT and cloud computing technologies in smart campus: architecture challenges and solutions. In Proceedings of 2024 2nd International Conference on Internet of Things and Cloud Computing Technology, IoTCCT 2024 (pp. 146–152). Association for Computing Machinery, Inc. doi:10.1145/3702879.3702905
Wang, S. I.-C., Fang, C.-Y., & Liu, E. Z.-F. (2024). A literature review on the evaluation of e-learning effectiveness in taiwanese corporations. Eurasian Journal of Educational Research, 2024(112), 131–156. doi:10.14689/ejer.2024.112.08
Wang, X. (2025). Design and CIPP Evaluation of an ai-powered personalized learning platform for cross-border e-commerce. In 2025 IEEE International Conference on Electronics, Energy Systems and Power Engineering, EESPE 2025 (pp. 292–304). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/EESPE63401.2025.10987066
Yamin, M. M., Imran, A. S., & Katt, B. (2023). Towards a digital twin for lifelong learning. In 2023 4th International Conference on Computing, Mathematics and Engineering Technologies: Sustainable Technologies for Socio-Economic Development, iCoMET 2023. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/iCoMET57998.2023.10099333
Yan, S., Eng, L. G., & Seong, L. C. (2024). Influencing factors of continuous intention to use e-learning system of undergraduates in guangxi, china: the mediating role of perceived ease of use and perceived usefulness. SAGE Open, 14(4). doi:10.1177/21582440241305231
Zhang, P., Li, X., Pan, Y., Zhai, H., & Li, T. (2023). Global trends and future directions in online learning for medical students during and after the COVID-19 pandemic: A bibliometric and visualization analysis. Medicine (United States), 102(50), E35377. doi:10.1097/MD.0000000000035377
Zhang, Y. (2023). Construction of a smart classroom for image processing courses in colleges and universities based on artificial intelligence: taking fundamentals of photoshop as an example. In M. T.-.H. (Ed.), Proceedings of the 3rd IEEE International Conference on Social Sciences and Intelligence Management, SSIM 2023 (pp. 84–88). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/SSIM59263.2023.10469561
No supplementary information available.
Refbacks
- There are currently no refbacks.

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
View My Stats

