Emerging Trends and Impacts of Mobile Learning in Education: A Bibliometric Analysis

Authors

Yulia Fitri Ananda , Usmeldi , M. Giatman , Hansi Effendi

DOI:

10.29303/jppipa.v10i11.9112

Published:

2024-11-25

Issue:

Vol. 10 No. 11 (2024): November

Keywords:

Bibliometric, Biblioshiny, Educational Technology, Mobile Learning, Research Trends

Review

Downloads

How to Cite

Ananda, Y. F., Usmeldi, Giatman, M., & Effendi, H. (2024). Emerging Trends and Impacts of Mobile Learning in Education: A Bibliometric Analysis. Jurnal Penelitian Pendidikan IPA, 10(11), 806–817. https://doi.org/10.29303/jppipa.v10i11.9112

Downloads

Metrics

PDF views
63
Nov 25 '24Nov 28 '24Dec 01 '24Dec 04 '24Dec 07 '24Dec 10 '24Dec 13 '24Dec 16 '24Dec 19 '24Dec 22 '247.0
|

Abstract

This study aims to analyze the trend and impact of mobile learning in education through a bibliometric analysis approach. The method used is bibliometric analysis which involves statistical analysis of 690 publications related to mobile learning in education, collected from the Scopus database. The analysis process included the identification of the most influential publications, the most prolific journal sources, the leading authors, and the countries with the largest contributions. The results show that mobile learning is gaining increasing attention in academia, with a significant increase in the number of publications and citations over the 2019-2023 period. Leading journals and the most prolific authors have played an important role in advancing the discourse on mobile learning. The analysis also reveals emerging trends, such as the integration of mobile learning with augme   nted reality technology and the importance of research in the context of higher education and developing countries. In conclusion, mobile learning has become a highly relevant topic in education, with great potential to change the way learning is done and increase the accessibility of education worldwide. This bibliometric analysis provides important guidance for future studies and practical implementation of mobile learning.

References

Abduljawad, M., & Ahmad, A. (2023). An analysis of mobile learning (M-Learning) in education. Multicultural Education, 9(2), 2023.

Ahmad, S. T., Watrianthos, R., Samala, A. D., Muskhir, M., & Dogara, G. (2023). Project-based Learning in Vocational Education: A Bibliometric Approach. International Journal Modern Education and Computer Science, 15(4), 43–56. https://doi.org/10.5815/ijmecs.2023.04.04

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.

Al-Emran, M., Elsherif, H. M., & Shaalan, K. (2016). Investigating attitudes towards the use of mobile learning in higher education. Computers in Human Behavior, 56, 93–102.

Alenezi, M. (2023). Digital learning and digital institution in higher education. Education Sciences, 13(1), 88.

Almaiah, M. A., Alamri, M. M., & Al-Rahmi, W. (2019). Applying the UTAUT model to explain the students’ acceptance of mobile learning system in higher education. Ieee Access, 7, 174673–174686.

Al-Rahmi, A. M., Al-Rahmi, W. M., Alturki, U., Aldraiweesh, A., Almutairy, S., & Al-Adwan, A. S. (2021). Exploring the factors affecting mobile learning for sustainability in higher education. Sustainability, 13(14), 7893.

AlRyalat, S. A. S., Malkawi, L. W., & Momani, S. M. (2019). Comparing bibliometric analysis using PubMed, Scopus, and Web of Science databases. JoVE (Journal of Visualized Experiments), (152), e58494.

Alzahrani, N. M. (2020). Augmented reality: A systematic review of its benefits and challenges in e-learning contexts. Applied Sciences, 10(16), 5660.

Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative Science Studies, 1(1), 377–386.

Banafaa, M., Shayea, I., Din, J., Azmi, M. H., Alashbi, A., Daradkeh, Y. I., & Alhammadi, A. (2023). 6G mobile communication technology: Requirements, targets, applications, challenges, advantages, and opportunities. Alexandria Engineering Journal, 64, 245–274.

Bano, M., Zowghi, D., Kearney, M., Schuck, S., & Aubusson, P. (2018). Mobile learning for science and mathematics school education: A systematic review of empirical evidence. Computers & Education, 121, 30–58.

Baran, E. (2014). A review of research on mobile learning in teacher education. Journal of Educational Technology & Society, 17(4), 17–32.

Behl, A., Jayawardena, N., Pereira, V., Islam, N., Del Giudice, M., & Choudrie, J. (2022). Gamification and e-learning for young learners: A systematic literature review, bibliometric analysis, and future research agenda. Technological Forecasting and Social Change, 176, 121445.

Borba, M. C., Askar, P., Engelbrecht, J., Gadanidis, G., Llinares, S., & Aguilar, M. S. (2016). Blended learning, e-learning and mobile learning in mathematics education. ZDM, 48, 589–610.

Chang, C.-Y., Lai, C.-L., & Hwang, G.-J. (2018). Trends and research issues of mobile learning studies in nursing education: A review of academic publications from 1971 to 2016. Computers & Education, 116, 28–48.

Chen, X., Zou, D., Xie, H., & Wang, F. L. (2021). Past, present, and future of smart learning: a topic-based bibliometric analysis. International Journal of Educational Technology in Higher Education, 18(1), 2.

Chiang, T. H. C., Yang, S. J. H., & Hwang, G.-J. (2014). An augmented reality-based mobile learning system to improve students’ learning achievements and motivations in natural science inquiry activities. Journal of Educational Technology & Society, 17(4), 352–365.

Criollo-C, S., Guerrero-Arias, A., Jaramillo-Alcázar, Á., & Luján-Mora, S. (2021). Mobile learning technologies for education: Benefits and pending issues. Applied Sciences, 11(9), 4111.

Crompton, H., & Burke, D. (2018). The use of mobile learning in higher education: A systematic review. Computers & Education, 123, 53–64.

Crompton, H., Burke, D., & Gregory, K. H. (2017). The use of mobile learning in PK-12 education: A systematic review. Computers & Education, 110, 51–63.

Dhar, P., Rocks, T., Samarasinghe, R. M., Stephenson, G., & Smith, C. (2021). Augmented reality in medical education: students’ experiences and learning outcomes. Medical Education Online, 26(1), 1953953.

El-Sabagh, H. A. (2021). Adaptive e-learning environment based on learning styles and its impact on development students’ engagement. International Journal of Educational Technology in Higher Education, 18(1), 53.

Gligorea, I., Cioca, M., Oancea, R., Gorski, A.-T., Gorski, H., & Tudorache, P. (2023). Adaptive learning using artificial intelligence in e-learning: a literature review. Education Sciences, 13(12), 1216.

Gusenbauer, M. (2022). Search where you will find most: Comparing the disciplinary coverage of 56 bibliographic databases. Scientometrics, 127(5), 2683–2745.

Hamidi, H., & Chavoshi, A. (2018). Analysis of the essential factors for the adoption of mobile learning in higher education: A case study of students of the University of Technology. Telematics and Informatics, 35(4), 1053–1070.

Hussain, T., Tabbasum, S., & Hashmi, A. (2023). Examining the Relationship between Students’ Utilization of Technology and Self-Directed Learning: A Research in Pakistan. Annals of Human and Social Sciences, 4(2), 471–480.

Irwanto, I., Saputro, A. D., Widiyanti, W., & Laksana, S. D. (2023). Global trends on mobile learning in higher education: A bibliometric analysis (2002–2022). IJIET: International Journal of Information and Education Technology, 13(2), 223–231.

Josué, A., Bedoya-Flores, M. C., Mosquera-Quiñonez, E. F., Mesías-Simisterra, Á. E., & Bautista-Sánchez, J. V. (2023). Educational Platforms: Digital Tools for the teaching-learning process in Education. Ibero-American Journal of Education & Society Research, 3(1), 259–263.

Kamińska, D., Zwoliński, G., Laska-Leśniewicz, A., Raposo, R., Vairinhos, M., Pereira, E., … Anbarjafari, G. (2023). Augmented reality: Current and new trends in education. Electronics, 12(16), 3531.

Khasawneh, M. A. S., & Khasawneh, Y. J. A. (2023). Analyzing the Effectiveness of Mobile Devices and Apps in Supporting Learning. Migration Letters, 20(S1), 901–910.

Lai, C. (2020). Trends of mobile learning: A review of the top 100 highly cited papers. British Journal of Educational Technology, 51(3), 721–742.

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.

Mohtar, S., Jomhari, N., Mustafa, M. B., & Yusoff, Z. M. (2023). Mobile learning: research context, methodologies and future works towards middle-aged adults–a systematic literature review. Multimedia Tools and Applications, 82(7), 11117–11143.

Mukul, E., & Büyüközkan, G. (2023). Digital transformation in education: A systematic review of education 4.0. Technological Forecasting and Social Change, 194, 122664.

Muskhir, M., Luthfi, A., Julian, R., & Fortuna, A. (2023). Exploring iSpring Suite for Android-Based Interactive Instructional Media in Electrical Lighting Installation Subject. International Journal of Interactive Mobile Technologies, 17(22).

Muskhir, M., Luthfi, A., Watrianthos, R., Usmeldi, U., Fortuna, A., & Dwinggo Samala, A. (2024). Emerging Research on Virtual Reality Applications in Vocational Education: A Bibliometric Analysis. Journal of Information Technology Education: Innovations in Practice, 23, 005. https://doi.org/10.28945/5284

Naveed, Q. N., Choudhary, H., Ahmad, N., Alqahtani, J., & Qahmash, A. I. (2023). Mobile Learning in Higher Education: A Systematic Literature Review. Sustainability, 15(18), 13566.

Nikolopoulou, K. (2020). Secondary education teachers’ perceptions of mobile phone and tablet use in classrooms: benefits, constraints and concerns. Journal of Computers in Education, 7(2), 257–275.

Pölönen, J., Laakso, M., Guns, R., Kulczycki, E., & Sivertsen, G. (2020). Open access at the national level: A comprehensive analysis of publications by Finnish researchers. Quantitative Science Studies, 1(4), 1396–1428.

Pratama, M. P., Sampelolo, R., & Lura, H. (2023). Revolutionizing education: harnessing the power of artificial intelligence for personalized learning. Klasikal: Journal of Education, Language Teaching and Science, 5(2), 350–357.

Raeisi, S. (2023). Self-Directed and Autonomous Learning Concerning Using Technology-Based Activities in Distance Learning. Language and Translation, 13(4), 181–189.

Rakha, N. A. (2023). Revolution in learning through digitization: How technology is changing the landscape of education. International Journal of Cyber Law, 1(3).

Salhab, R., & Daher, W. (2023a). The impact of mobile learning on students’ attitudes towards learning in an educational technology course. Multimodal Technologies and Interaction, 7(7), 74.

Salhab, R., & Daher, W. (2023b). University students’ engagement in mobile learning. European Journal of Investigation in Health, Psychology and Education, 13(1), 202–216.

Samala, A. D., Usmeldi, Taali, Daineko, Y., Indarta, Y., Nando, Y. A., … Almasri. (2023). Global Publication Trends in Augmented Reality and Virtual Reality for Learning: The Last Twenty-One Years. International Journal of Engineering Pedagogy (IJEP), 13(2), 109–128. https://doi.org/10.3991/ijep.v13i2.35965

Tlili, A., Padilla-Zea, N., Garzón, J., Wang, Y., Kinshuk, K., & Burgos, D. (2023). The changing landscape of mobile learning pedagogy: A systematic literature review. Interactive Learning Environments, 31(10), 6462–6479.

van Kraalingen, I. (2023). Theorizing technological mediation in the outdoor classroom. Postdigital Science and Education, 5(3), 754–776.

Watrianthos, R., Ahmad, S. T., & Muskhir, M. (2023). Charting the Growth and Structure of Early ChatGPT-Education Research: A Bibliometric Study. Journal of Information Technology Education: Innovations in Practice, 22, 235–253.

Watrianthos, R., Ambiyar, A., Rizal, F., Jalinus, N., & Waskito, W. (2022a). Research on Vocational Education in Indonesia: A Bibliometric Analysis. JTEV (Jurnal Teknik Elektro Dan Vokasional), 8(2). https://doi.org/https://doi.org/10.24036/jtev.v8i2.117045

Watrianthos, R., Ambiyar, A., Rizal, F., Jalinus, N., & Waskito, W. (2022b). Research on Vocational Education in Indonesia: A Bibliometric Analysis. JTEV (Jurnal Teknik Elektro Dan Vokasional), 8(2), 187. https://doi.org/10.24036/jtev.v8i2.117045

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.

Zhang, H., Cui, Y., Shan, H., Qu, Z., Zhang, W., Tu, L., & Wang, Y. (2020). Hotspots and trends of virtual reality, augmented reality and mixed reality in education field. 2020 6th International Conference of the Immersive Learning Research Network (ILRN), 215–219. IEEE.

Zhang, X., Hai, Y. J., & Li, C. (2024). Learning Management System in Education via Mobile App: Trends and Patterns in Mobile Learning. International Journal of Interactive Mobile Technologies, 18(9).

Author Biographies

Yulia Fitri Ananda, Universitas Negeri Padang

Usmeldi, Universitas Negeri Padang

M. Giatman, Universitas Negeri Padang

Hansi Effendi, Universitas Negeri Padang

License

Copyright (c) 2024 Yulia Fitri Ananda, Usmeldi, M. Giatman, Hansi Effendi

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:

  1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
  2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
  3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).