Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges

Duong Huu Tong; Tien-Trung Nguyen; Bui Phuong Uyen; Lu Kim Ngan

doi:10.30935/cedtech/13818

Duong Huu Tong ¹, Tien-Trung Nguyen ² ^* , Bui Phuong Uyen ¹, Lu Kim Ngan ¹

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CONT ED TECHNOLOGY, Volume 15, Issue 4, Article No: ep482

https://doi.org/10.30935/cedtech/13818

Submitted: 24 May 2023, Published Online: 19 October 2023

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Abstract

Mobile learning (m-learning) is a crucial educational technology for teacher education due to its significant benefits and the development of mobile technology. This study’s objective is to conduct a systematic review and present a recent synthesis of the m-learning literature from 2018 to 2023 in teacher education relating to subject publication year, geographic distribution, matter domains, mobile devices and technologies used, research methodologies used to examine the implementation of m-learning, results for pre-service teachers, as well as benefits and challenges of m-learning adoption. The study used the systematic review methodology and PRISMA guidelines. A list of 27 studies was included from several relevant studies in four, Google Scholar, Mendeley, ScienceDirect, and Scopus, databases using inclusion and exclusion criteria to evaluate the full text after screening the titles and abstracts. The results of this study show that m-learning has garnered interest in numerous nations worldwide, applied in different subject matter domains with the use of various mobile devices and technologies. More significantly, the findings show that using mobile learning to learn positively impacts how pre-service teachers develop their knowledge, skills, and attitudes. Additionally, adopting this learning style recently in teacher education has certain advantages and challenges, requiring lecturers, pre-service teachers, and institutions to have the necessary equipment for knowledge, skills and facilities to achieve efficiency. Consequently, the results of this study can be used as a guide for research on m-learning in the future and contribute to the body of knowledge about this pedagogical strategy for teacher training.

Keywords: m-learning, pre-service teacher, systematic review, teacher education

References

Alammary, A. (2019). Blended learning models for introductory programming courses: A systematic review. PLoS ONE, 14(9), e0221765. https://doi.org/10.1371/journal.pone.0221765
Allen, C., & Hadjistassou, S. (2018). Remote tutoring of pre-service EFL teachers using iPads. ELT Journal, 72(4), 353-364. https://doi.org/10.1093/elt/ccy016
Aman, A., Prasojo, L. D., Sofwan, M., Mukminin, A., Habibi, A., & Yaqin, L. N. (2020). Factors affecting Indonesian pre-service teachers’ use of m-LMS: A mix method study. International Journal of Interactive Mobile Technologies, 14(06), 137-147. https://doi.org/10.3991/ijim.v14i06.12035
Andersen, B. L., Jørnø, R. L., & Nortvig, A.-M. (2022). Blending adaptive learning technology into nursing education: A scoping review. Contemporary Educational Technology, 14(1), ep333. https://doi.org/10.30935/cedtech/11370
Annamalai, N. (2018). How do we know what is happening in WhatsApp: A case study investigating pre-service teachers’ online activity. Malaysian Journal of Learning and Instruction, 15(2), 207-225. https://doi.org/10.32890/mjli2018.15.2.8
Anokye, M. A. (2020). Sample size determination in survey research. Journal of Scientific Research and Reports, 26(5), 90-97. https://doi.org/10.9734/JSRR/2020/v26i530263
Asghar, M. Z., Barberà, E., & Younas, I. (2021). Mobile learning technology readiness and acceptance among pre-service teachers in Pakistan during the COVID-19 pandemic. Knowledge Management and E-Learning, 13(1), 83-101. https://doi.org/10.34105/j.kmel.2021.13.005
Ata, R., & Cevik, M. (2019). Exploring relationships between Kolb’s learning styles and mobile learning readiness of pre-service teachers: A mixed study. Education and Information Technologies, 24(2), 1351-1377. https://doi.org/10.1007/s10639-018-9835-y
Baran, E. (2014). A review of research on mobile learning in teacher education. Educational

Technology & Society, 17(4), 17-32.
Cabrera-Solano, P., Gonzalez-Torres, P., Solano, L., & Castillo-Cuesta, L. (2019). Using visual vocabulary app as a metacognitive strategy in EFL learning: A case of pre-service teachers. International Journal of Learning, Teaching and Educational Research, 18(12), 302-315. https://doi.org/10.26803/ijlter.18.12.17
Crompton, H., & Burke, D. (2018). The use of mobile learning in higher education: A systematic review. Computers & Education, 123, 53-64. https://doi.org/10.1016/j.compedu.2018.04.007
Dwikoranto, D., Setiani, R., Prahani, B. K., Mubarok, H. (2020). Mobile learning to improve student collaborative skills: An alternative to online learning in the era of COVID-19 pandemic. Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika [Journal of Educational Research and Studies: e-Saintika], 4(3), 259-271. https://doi.org/10.36312/e-saintika.v4i3.314
Eroglu, M., Kaya, V. D., & Ozbek, R. (2017). Can mobile learning be an opportunity for undergraduate teacher education? European Journal of Social Sciences Education and Research, 11(2), 340-349. https://doi.org/10.26417/ejser.v11i2.p340-349
Galway, G. J., Maddigan, B., & Stordy, M. (2020). Teacher educator experiences of iPad integration in pre-service teacher education: Successes and challenges. Technology, Pedagogy and Education, 29(5), 557-575. https://doi.org/10.1080/1475939X.2020.1819397
Gao, M., Tu, X., & Li, J. (2021). A review of the research on pre-service English teachers’ professional development based on mobile technology. Journal of Language Teaching and Research, 12(3), 404-410. https://doi.org/10.17507/jltr.1203.10
Gómez-García, G., Hinojo-Lucena, F. J., Alonso-García, S., & Romero-Rodríguez, J. M. (2021). Mobile learning in pre-service teacher education: Perceived usefulness of AR technology in primary education. Education Sciences, 11(6), 275. https://doi.org/10.3390/educsci11060275
Goundar, M. S., & Kumar, B. A. (2022). The use of mobile learning applications in higher education institutes. Education and Information Technologies, 27(1), 1213-1236. https://doi.org/10.1007/s10639-021-10611-2
Gupta, Y., Khan, F. M., & Agarwal, S. (2021). Exploring factors influencing mobile learning in higher education–A systematic review. International Journal of Interactive Mobile Technologies, 15(12), 140-157. https://doi.org/10.3991/ijim.v15i12.22503
Habibi, A., Riady, Y., Alqahtani, T. M., Muhaimin, M., Albelbisi, N. A., Jaya, A., & Yaqin, L. N. (2022). Drivers affecting Indonesian pre-service teachers’ intention to use m-learning: Structural equation modeling at three universities. E-Learning and Digital Media. https://doi.org/10.1177/20427530221118775
Haerazi, Utama, I. M. P., & Hidayatullah, H. (2020). Mobile applications to improve English writing skills viewed from critical thinking ability for pre-service teachers. International Journal of Interactive Mobile Technologies, 14(7), 58-72. https://doi.org/10.3991/IJIM.V14I07.11900
Haggag, H. M. (2018). Teaching phonetics using a mobile-based application in an EFL context. European Scientific Journal, 14(14), 189. https://doi.org/10.19044/esj.2018.v14n14p189
Hall, T., & Connolly, C. (2019). Mobile learning in teacher education. TechTrends, 63(6), 644-646. https://doi.org/10.1007/s11528-019-00438-7
Handal, B., Campbell, C., & Perkins, T. (2019). Learning about mobile learning: Pre-service teachers’ perspectives. TechTrends, 63(6), 711-722. https://doi.org/10.1007/s11528-019-00430-1
Hanley, T., & Cutts, L. (2013). What is a systematic review? Counselling Psychology Review, 28, 3-6. https://doi.org/10.53841/bpscpr.2013.28.4.3
Inel-Ekici, D., & Ekici, M. (2022). Mobile inquiry and inquiry-based science learning in higher education: Advantages, challenges, and attitudes. Asia Pacific Education Review, 23(3), 427-444. https://doi.org/10.1007/s12564-021-09729-2
Islamoglu, H., Kabakci Yurdakul, I., & Ursavas, O. F. (2021). Pre-service teachers’ acceptance of mobile-technology-supported learning activities. Educational Technology Research and Development, 69(2), 1025-1054. https://doi.org/10.1007/s11423-021-09973-8
Kalogiannakis, M., & Papadakis, S. (2019). Evaluating pre-service kindergarten teachers’ intention to adopt and use tablets into teaching practice for natural sciences. International Journal of Mobile Learning and Organization, 13(1), 113-127. https://doi.org/10.1504/ijmlo.2019.096479
Kärki, T., Keinänen, H., Tuominen, A., Hoikkala, M., Matikainen, E., & Maijala, H. (2018). Meaningful learning with mobile devices: Pre-service class teachers’ experiences of mobile learning in the outdoors. Technology, Pedagogy and Education, 27(2), 251-263. https://doi.org/10.1080/1475939X.2018.1430061
Kearney, M., & Maher, D. (2019). Mobile learning in pre-service teacher education: Examining the use of professional learning networks. Australasian Journal of Educational Technology, 35(1), 135-148. https://doi.org/10.14742/ajet.4073
Kuo, Y. C., Kuo, Y. T., & Abi-El-Mona, I. (2023). Mobile learning: Pre-service teachers’ perceptions of integrating iPads into future teaching. Education and Information Technologies, 28(6), 6209-6230. https://doi.org/10.1007/s10639-022-11340-w
Li, J., Gao, M., & Tu, X. (2021). Research on pre-service English teachers’ professional ability development preference based on mall. Theory and Practice in Language Studies, 11(3), 295-301. https://doi.org/10.17507/tpls.1103.09
Li, J., Wang, J., Wu, Z., Xie, S., & Jiang, A. (2019). Study on student engagement in the course chemistry pedagogy based on mobile learning. Journal of Science Education, 20(2), 29-38.
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2010). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. International Journal of Surgery, 8(5), 336-341. https://doi.org/10.1016/j.ijsu.2010.02.007
Mulenga, E. M., & Marbán, J. M. (2020). Is COVID-19 the gateway for digital learning in mathematics education? Contemporary Educational Technology, 12(2), ep269. https://doi.org/10.30935/cedtech/7949
Nariyati, N. P. L., Sudirman, S., & Pratiwi, N. P. A. (2020). EFL pre-service teachers’ perception toward the use of mobile assisted language learning in teaching English. International Journal of Language Education, 3, 38-47. https://doi.org/10.26858/ijole.v4i2.10052
Naylor, A., & Gibbs, J. (2018). Deep learning: Enriching teacher training through mobile technology and international collaboration. International Journal of Mobile and Blended Learning, 10(1), 62-77. https://doi.org/10.4018/IJMBL.2018010105
Oakley, A. (2012). Foreword. In D. Gough, S. Oliver, & J. Thomas (Eds.), An introduction to systematic reviews (pp. vii–x). SAGE Publications.
Oluwadara, A., Kolapo, B. L., & Esobi, I. C. (2020). Designing a framework for training teachers on mobile learning in Sub-Sahara Africa. Journal of Education and Practice, 11(32), 57-66. https://doi.org/10.7176/JEP/11-32-07
Papadakis, S. (2018). Evaluating pre-service teachers’ acceptance of mobile devices with regards to their age and gender: A case study in Greece. International Journal of Mobile Learning and Organization, 12(4), 336-352. https://doi.org/10.1504/IJMLO.2018.095130
Parmigiani, D., Benigno, V., & Hidi, A. (2019). Cloud-based m-learning in a university context: Student-teachers’ perspectives on the development of their own reflective thinking. TechTrends, 63(6), 669-681. https://doi.org/10.1007/s11528-019-00412-3
Petko, D., Schmid, R., Müller, L., & Hielscher, M. (2019). Metapholio: A mobile app for supporting collaborative note taking and reflection in teacher education. Technology, Knowledge and Learning, 24(4), 699-710. https://doi.org/10.1007/s10758-019-09398-6
Pratiwi, N. P. A., Nariyati, N. P. L., & Sudirman, S. (2020). EFL pre-service teachers’ perception toward the use of mobile assisted language learning in teaching English. International Journal of Language Education, 4(1), 38-47. https://doi.org/10.26858/ijole.v4i2.10052
Qarkaxhja, Y., Kryukova, N. I., Cherezova, Y. A., Rozhnov, S. N., Khairullina, E. R., & Bayanova, A. R. (2021). Digital transformation in education: Teacher candidate views on mobile learning. International Journal of Emerging Technologies in Learning, 16(19), 81-93. https://doi.org/10.3991/ijet.v16i19.26033
Roy, S., & Covelli, B. (2020). COVID-19 induced transition from classroom to online mid semester: Case study on faculty and students’ preferences and opinions. Higher Learning Research Communications, 2020(0), 10-32. https://doi.org/10.18870/hlrc.v11i0.1197
Sobral, S. R. (2020). Mobile learning in higher education: A bibliometric review. International Journal of Interactive Mobile Technologies, 14(11), 153-170. https://doi.org/10.3991/ijim.v14i11.13973
Soler Costa, R., Mauri Medrano, M., Lafarga Ostáriz, P., & Moreno-Guerrero, A.-J. (2020). How to teach pre-service teachers to make a didactic program? The collaborative learning associated with mobile devices. Sustainability, 12(9), 3755. https://doi.org/10.3390/su12093755
Srisawasdi, N., Pondee, P., & Bunterm, T. (2018). Preparing pre-service teachers to integrate mobile technology into science laboratory learning: An evaluation of technology-integrated pedagogy module. International Journal of Mobile Learning and Organization, 12(1), 1-17. https://doi.org/10.1504/IJMLO.2018.089239
Tezer, M., & Beyoğlu, D. (2018). How do pre-service teachers’ readiness and attitudes towards mobile learning affect their acceptance of mobile learning systems? TEM Journal, 7(4), 875-885. https://doi.org/10.18421/TEM74-28
Tlili, A., Padilla-Zea, N., Garzón, J., Wang, Y., Kinshuk, K., & Burgos, D. (2022). The changing landscape of mobile learning pedagogy: A systematic literature review. Interactive Learning Environments. https://doi.org/10.1080/10494820.2022.2039948
Townsend, P. B. (2018). Enhancing professional learning through mobile devices for pre-service teachers in remote communities: An Aboriginal and Torres strait islander example. International Journal of Mobile and Blended Learning, 10(4), 13-31. https://doi.org/10.4018/IJMBL.2018100102
Uzunboylu, H., Galimova, E. G., Kurbanov, R. A., Belyalova, A. M., Deberdeeva, N., & Timofeeva, M. (2020). The views of the teacher candidates on the use of Kahoot as a gaming tool. International Journal of Emerging Technologies in Learning, 15(23), 158-168. https://doi.org/10.3991/ijet.v15i23.18811

Citation

Tong, D. H., Nguyen, T.-T., Uyen, B. P., & Ngan, L. K. (2023). Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges. Contemporary Educational Technology, 15(4), ep482. https://doi.org/10.30935/cedtech/13818

Tong, D. H., Nguyen, T.-T., Uyen, B. P., and Ngan, L. K. (2023). Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges. Contemporary Educational Technology, 15(4), ep482. https://doi.org/10.30935/cedtech/13818

Tong DH, Nguyen TT, Uyen BP, Ngan LK. Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges. CONT ED TECHNOLOGY. 2023;15(4), ep482. https://doi.org/10.30935/cedtech/13818

Tong, Duong Huu, Tien-Trung Nguyen, Bui Phuong Uyen, and Lu Kim Ngan. "Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges". Contemporary Educational Technology 2023 15 no. 4 (2023): ep482. https://doi.org/10.30935/cedtech/13818

Tong, Duong Huu et al. "Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges". Contemporary Educational Technology, vol. 15, no. 4, 2023, ep482. https://doi.org/10.30935/cedtech/13818

Tong DH, Nguyen TT, Uyen BP, Ngan LK. Using m-learning in teacher education: A systematic review of demographic details, research methodologies, pre-service teacher outcomes, and advantages and challenges. CONT ED TECHNOLOGY. 2023;15(4):ep482. https://doi.org/10.30935/cedtech/13818