e-ISSN 2231-8534
ISSN 0128-7702
Jonaline John and Yueh Yea Lo
Pertanika Journal of Social Science and Humanities, Volume 32, Issue 4, December 2024
DOI: https://doi.org/10.47836/pjssh.32.4.17
Keywords: Language learning applications, mobile language learning, non-English major, speaking proficiency, second language acquisition
Published on: 16 December 2024
The proliferation of mobile technology has revolutionised language learning, particularly with the advent of mobile language learning applications. This qualitative study investigates the motivations, preferences, and challenges of non-English major learners in Malaysia using mobile language learning apps to improve English speaking proficiency. This study is motivated by the persistent challenge Malaysian non-English major learners encounter in attaining English-speaking proficiency due to limited practice and classroom constraints. Mobile language apps offer versatile platforms with live sessions and personalised learning, addressing these obstacles. Drawing upon the Technology Acceptance Model (TAM) 3, the research explores the participants’ perceptions of usefulness, ease of use, and psychological factors influencing their acceptance of interactive language apps like Duolingo and specialised speaking-focused platforms such as Tandem. Through in-depth interviews with 20 non-English major university students, findings reveal diverse motivations driving app usage, ranging from career prospects to personal enrichment and cultural curiosity. While participants report positive impacts on pronunciation, vocabulary acquisition, and fluency, they also encounter challenges related to pronunciation feedback accuracy, self-discipline, and the limitations of app-based instruction. Recommendations include customising app content to align with individual motivations, enhancing app features to address pronunciation feedback accuracy and motivation issues, and integrating traditional classroom instruction with mobile app-based learning for a more comprehensive language learning experience. This study highlights the importance of accommodating non-English majors’ needs in mobile language learning apps.
Al-Emran, M., Arpaci, I., & Salloum, S. A. (2020). An empirical examination of continuous intention to use M-Learning: An integrated model. Education and Information Technologies, 25, 2899-2918. https://doi.org/10.1007/s10639-019-10094-2
Chen, Z., Chen, W., Jia, J., & An, H. (2020). The effects of using mobile devices on language learning: A meta-analysis. Educational Technology Research and Development, 68(4), 1769-1789. https://doi.org/10.1007/s11423-020-09801-5
Corbett, J. (2022). An intercultural approach to English language teaching (2nd ed.). Multilingual Matters. https://www.multilingual-matters.com/page/detail/?k=9781788928632
Elaish, M. M., Shuib, L., Ghani, N. A., & Yadegaridehkordi, E. (2019). Mobile English Language Learning (MELL): A literature review. Educational Review, 71(2), 257-276. https://doi.org/10.1080/00131911.2017.1382445
Figueiredo, S. (2023). The effect of mobile‐assisted learning in real language attainment: A systematic review. Journal of Computer Assisted Learning, 39(4), 1083-1102. https://doi.org/10.1111/jcal.12811
Flick, U. (2006). An introduction to qualitative research. Sage Publications. https://uk.sagepub.com/en-gb/eur/an-introduction-to-qualitative-research/book278983
Grant, M. M. (2019). Difficulties in defining mobile learning: Analysis, design characteristics, and implications. Educational Technology Research and Development, 67, 361-388. https://doi.org/10.1007/s11423-018-09641-4
Huang, C., Wang, T., & Li, Y. (2023). Mobile-assisted English learning beyond the classroom: Understanding the effects of language proficiency on Chinese undergraduate students’ behavioral engagement. Education and Information Technologies, 29, 737-762. https://doi.org/10.1007/s10639-023-12301-7
Hinze, A., Vanderschantz, N., Timpany, C., Cunningham, S. J., Saravani, S. J., & Wilkinson, C. (2023). A study of mobile app use for teaching and research in higher education. Technology, Knowledge and Learning, 28(3), 1271-1299. https://doi.org/10.1007/s10758-022-09599-6
Hsu, K. C., & Liu, G. Z. (2023). A systematic review of mobile-assisted oral communication development from selected papers published between 2010 and 2019. Interactive Learning Environments, 31(6), 3851-3867. https://doi.org/10.1080/10494820.2021.1943690
Hwang, G. J., & Fu, Q. K. (2019). Trends in the research design and application of mobile language learning: A review of 2007–2016 publications in selected SSCI journals. Interactive Learning Environments, 27(4), 567-581. https://doi.org/10.1080/10494820.2018.1486861
Jeon, J. (2022). Exploring a self-directed interactive app for informal EFL learning: A self-determination theory perspective. Education and Information Technologies, 27(4), 5767-5787. https://doi.org/10.1007/s10639-021-10839-y
Kacetl, J., & Klímova, B. (2019). Use of smartphone applications in English language learning—A Challenge for foreign language education. Education Sciences, 9(3), 1-9. https://doi.org/10.3390/educsci9030179
Karakaya, K., & Bozkurt, A. (2022). Mobile-Assisted Language Learning (MALL) research trends and patterns through bibliometric analysis: Empowering language learners through ubiquitous educational technologies. System, 110, 1-11. https://doi.org/10.1016/j.system.2022.102925
Klimova, B., & Polakova, P. (2020). Students’ perceptions of an EFL vocabulary learning mobile application. Education Sciences, 10(2), 1-8. http://doi.org/10.3390/educsci10020037
Kukulska-Hulme, A. (2010). Mobile learning as a catalyst for change. Open Learning: The Journal of Open, Distance and e-Learning, 25(3), 181-185. https://doi.org/10.1080/02680513.2010.511945
Kukulska-Hulme, A. (2018). Mobile-assisted language learning [Revised and updated version]. In C. A. Chapelle (Ed.), The concise encyclopedia of applied linguistics (pp 1-9). Wiley. http://oro.open.ac.uk/57023/
Kukulska-Hulme, A., & Traxler, J. (2019). Design principles for learning with mobile devices. In H. Beetham & R. Sharpe (Eds.), Rethinking pedagogy for a digital age: Designing for 21st century learning, (pp. 181-196). Routledge. https://doi.org/10.4324/9780203078952
Lin, J. J., & Lin, H. (2019). Mobile-assisted ESL/EFL vocabulary learning: A systematic review and meta-analysis. Computer Assisted Language Learning, 32(8), 878-919.
Lin, J. W., Huang, H. H., & Tsai, C. W. (2023). Mobile collaborative learning with social network awareness. Journal of Computer Assisted Learning, 39(5), 1690-1700. https://doi.org/10.1111/jcal.12826
Morgana, V., & Kukulska-Hulme, A. (Eds.). (2021). Mobile assisted language learning across educational contexts. Routledge. https://doi.org/10.4324/9781003087984
Onal, N., Çevik, K. K., & Şenol, V. (2022). The effect of SOS table learning environment on mobile learning tools acceptance, motivation and mobile learning attitude in English language learning. Interactive Learning Environments, 30(5), 834-847. https://doi.org/10.1080/10494820.2019.1690529
Palalas, A., & Wark, N. (2020). The relationship between mobile learning and self-regulated learning: A systematic review. Australasian Journal of Educational Technology, 36(4), 151-172. https://doi.org/10.14742/ajet.5650
Qiao, H., & Zhao, A. (2023). Artificial intelligence-based language learning: Illuminating the impact on speaking skills and self-regulation in Chinese EFL context. Frontiers in Psychology, 14, 1-15. https://doi.org/10.3389%2Ffpsyg.2023.1255594
Rafiq, K. R. M., Hashim, H., & Yunus, M. M. (2021). Sustaining education with mobile learning for English for Specific Purposes (ESP): A systematic review (2012–2021).
Sustainability, 13(17), Article 9768. https://doi.org/10.3390/su13179768
Saleem, A. N., Noori, N. M., & Ozdamli, F. (2022). Gamification applications in E-Learning: A literature review. Technology, Knowledge and Learning, 27(1), 139-159. https://doi.org/10.1007/s10758-020-09487-x
Sarrab, M., Al-Shihi, H., Al-Manthari, B., & Bourdoucen, H. (2018). Toward educational requirements model for mobile learning development and adoption in higher education, TechTrends, 62, 635–646. https://doi.org/10.1007/s11528-018-0331-4
Shadiev, R., & Wang, X. (2022). A review of research on technology-supported language learning and 21st century skills. Frontiers in Psychology, 13, Article 897689. https://doi.org/10.3389/fpsyg.2022.897689
Shi, Y. (2023). The use of mobile internet platforms and applications in vocal training:
Synergy of technological and pedagogical solutions. Interactive learning environments, 31(6), 3780-3791. https://doi.org/10.1080/10494820.2021.1943456
Sung, Y. T., Chang, K. E., & Liu, T. C. (2016). The effects of integrating mobile devices with teaching and learning on students’ learning performance: A meta-analysis and research synthesis. Computers & Education, 94, 252-275. https://doi.org/10.1016/j.compedu.2015.11.008
Venkatesh, V., & Bala, H. (2008). Technology Acceptance Model 3 and a research agenda on interventions. Decision sciences, 39(2), 273-315. https://doi.org/10.1111/j.1540-5915.2008.00192.x
Yeh, H. C., Chang, W. Y., Chen, H. Y., & Heng, L. (2021). Effects of podcast-making on college students’ English-speaking skills in higher education. Educational Technology Research and Development, 69, 2845-2867. https://doi.org/10.1007/s11423-021-10026-3
Yu, Z., Xu, W., & Sukjairungwattana, P. (2023). Motivation, learning strategies, and outcomes in mobile English language learning. The Asia-Pacific Education Researcher, 32(4), 545-560. https://doi.org/10.1007/s40299-022-00675-0
Zhang, R., & Zou, D. (2022). Types, purposes, and effectiveness of state-of-the-art technologies for second and foreign language learning. Computer Assisted Language Learning, 35(4), 696-742. https://doi.org/10.1080/09588221.2020.1744666
Zhou, Y., & Wei, M. (2018). Strategies in technology-enhanced language learning. Studies in Second Language Learning and Teaching, 8(2), 471-495. http://doi.org/10.14746/ssllt.2018.8.2.13
ISSN 0128-7702
e-ISSN 2231-8534
Related Articles