A systematic review and meta-analysis of the evidence for mobile learning as developer of skills in a second language

Authors

  • Juan Ramón Soler Santaliestra Universidad de Zaragoza
  • Rebeca Soler Costa Universidad de Zaragoza
  • Juan José Victoria Maldonado Universidad de Granada
  • José Antonio Martínez-Domingo Universidad de Granada

DOI:

https://doi.org/10.30827/portalin.viXI.30143

Keywords:

Mobile Learning, Second Language Acquisition, Multicultural Education, Language Teaching Methodologies, Information and Communication Technologies in Education

Abstract

In our contemporary, multicultural society, the acquisition of a second language is no longer merely a practical means for employment but has evolved into a fundamental skill essential for personal development. This linguistic proficiency is a dynamic asset, not only unlocking professional opportunities but also significantly contributing to overall individual growth. Recognizing the inherent differences among language learners, innovative methodologies such as gamification and the flipped classroom have been proposed to diversify language teaching approaches. The integration of Information and Communication Technologies (ICT) into language education, specifically mobile learning (m-learning), has reshaped the landscape of second language acquisition. Applications like Duolingo and Mobile-assisted Language Learning (MALL) platforms. This research endeavors to evaluate the influence of m-learning on second language education. Through a systematic review and meta-analysis of differents studies, a compelling positive impact of m-learning on second language acquisition is revealed. Despite potential publication bias, the findings underscore the efficacy of m-learning, particularly in English language contexts prevalent in Asian countries. The study acknowledges potential drawbacks and emphasizes the pervasive influence of English as a second language. Limitations include the study's theoretical nature and potential publication.

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Author Biography

Rebeca Soler Costa, Universidad de Zaragoza

: Associate Professor in the Department of Educational

Sciences in the University of Zaragoza (Spain). My field of expertise is Didactics and

School Organization. I have participated in international and national scientific

conferences, highlighting teaching development and research in my approach to

training; also, I completed various postdoctoral research stays in foreign universities. My

research lines focus on assessment, discourse analysis in the didactic interaction, the

study of ICT applied to teaching-learning processes as powerful didactic tools

incorporating a new Pedagogy language.

References

Alenezi, S., & Bensalem, E. (2022). The effect of using whatsapp on efl students’ medical english vocabulary learning during the covid-19 pandemic. English studies at nbu, 8(1), 29–42. https://doi.org/10.33919/esnbu.22.1.2

Al-Hamad, R. F., Al-Jamal, D. A. H., & Bataineh, R. F. (2019). The effect of mall instruction on teens’ writing performance. Digital Education Review, 35, 289–298. https://doi.org/10.1344/DER.2019.35.289-298

Aliakbari, M., & Mardani, M. (2022). Mobile-Assisted Language Learning and Its Effects on Learners’ Speaking Development. Education Research International, 2022. https://doi.org/10.1155/2022/9043326

Almawadeh, N. S., & Al-Amad, T. (2023). Effect of WhatsApp-based learning on improving Grade 9 students’ writing composition skills. International Journal of Education and Practice, 11(4), 702–714. https://doi.org/10.18488/61.v11i4.3480

Aznar Díaz, I., Cáceres Reche, M. P., & Romero Rodríguez, J. M. (2018). Indicadores de calidad para evaluar buenas prácticas docentes de «mobile learning» en Educación Superior. Education in the Knowledge Society (EKS), 19(3), 53–68. https://doi.org/10.14201/eks20181935368

Baek, J. S., & Lee, C. H. (2021). Effects of Mobile-Assisted Blended Learning on University Students’. Journal of Asia TEFL, 18(4), 1266–1284. https://doi.org/10.18823/asiatefl.2021.18.4.12.1266

Cakmak, F., Namaziandost, E., & Kumar, T. (2021). CALL-Enhanced L2 Vocabulary Learning: Using Spaced Exposure through CALL to Enhance L2 Vocabulary Retention. EDUCATION RESEARCH INTERNATIONAL, 2021. https://doi.org/10.1155/2021/5848525

Chen, C. M., Liu, H. M., & Huang, H. B. (2019). Effects of a mobile game-based English vocabulary learning app on learners’ perceptions and learning performance: A case study of Taiwanese EFL learners. RECALL, 31(2), 170–188. https://doi.org/10.1017/S0958344018000228

Chen, Y., & Chew, S. Y. (2021). Speaking performance and anxiety levels of Chinese EFL learners in face-to-face and synchronous voice-based chat. Journal of Language and Education, 7(3), 43–57. https://doi.org/10.17323/JLE.2021.11878

Chrysafiadi, K., Troussas, C., & Virvou, M. (2022). Personalised instructional feedback in a mobile-assisted language learning application using fuzzy reasoning. INTERNATIONAL JOURNAL OF LEARNING TECHNOLOGY, 17(1), 53–76. https://doi.org/10.1504/IJLT.2022.123676

Eltalhi, S., Kutrani, H., Imsallim, R., & Elrfadi, M. (2021). The Usability of BenKids Mobile Learning App in Vocabulary Teaching for Preschool. International Journal of Interactive Mobile Technologies, 15(24), 4–18. https://doi.org/10.3991/IJIM.V15I24.22237

Fernández-Batanero, J. M., Montenegro-Rueda, M., Fernández-Cerero, J., & García-Martínez, I. (2022). Digital competences for teacher professional development. Systematic review. European Journal of Teacher Education, 45(4), 513–531. https://doi.org/10.1080/02619768.2020.1827389

Francis, G. (2013). Replication, statistical consistency, and publication bias. Journal of Mathematical Psychology. link, 57, 153-169.

Garzón, J., Lampropoulos, G., & Burgos, D. (2023). Effects of Mobile Learning in English Language Learning: A Meta-Analysis and Research Synthesis. Electronics, 12(7), 1595. https://doi.org/10.3390/electronics12071595

González, A., & Álvarez, A. (2022). Aprendizaje basado en juegos para aprender una segunda lengua en educación superior. Innoeduca International Journal of Technology and Educational Innovation, 8(2), 114–128. https://doi.org/10.24310/innoeduca.2022.v8i2.13858

Haerazi, 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

Hariyanto, S., Rohani, S., & Lestari, P. Y. (2023). The Effect of Android Application on EFL Students’ Mastery of Research Method for Applied Linguistics Course. Journal of Language Teaching and Research, 14(3), 780–788. https://doi.org/10.17507/jltr.1403.26

He, X. H., & Loewen, S. (2022). Stimulating learner engagement in app-based L2 vocabulary self-study: Goals and feedback for effective L2 pedagogy. SYSTEM, 105. https://doi.org/10.1016/j.system.2021.102719

Imelda, Cahyono, B. Y., & Astuti, U. P. (2019). Effect of process writing approach combined with video-based mobile learning on Indonesian EFL learners’ writing skill across creativity levels. International Journal of Instruction, 12(3), 325–340. https://doi.org/10.29333/iji.2019.12320a

Janfeshan, K., Sharhan, A. N., & Janfeshan, M. M. (2023). Effects of Using WhatsApp: Iranian Intermediate EFL Learners’ Vocabulary Learning and Autonomy. International Review of Research in Open and Distance Learning, 24(3), 145–163. https://doi.org/10.19173/irrodl.v24i3.7185

Jiang, C., & Wen, X. (2022). Constructional network at work in second language acquisition. Asian-Pacific Journal of Second and Foreign Language Education, 7(1). https://doi.org/10.1186/s40862-022-00140-x

Karim, R. A., Adnan, A. H. M., Abu, A. G., Idris, N., & Ismail, I. (2021). Mobile-Assisted Mind Mapping (MAMMAT) as a Tool to Support University Students’ Argumentative Writing. International Journal of Interactive Mobile Technologies, 15(5), 43–53. https://doi.org/10.3991/ijim.v15i05.14003

Keezhatta, M. S., & Omar, A. (2019). Enhancing Reading Skills for Saudi Secondary School Students through Mobile Assisted Language Learning (MALL): An Experimental Study. INTERNATIONAL JOURNAL OF ENGLISH LINGUISTICS, 9(1), 437–447. https://doi.org/10.5539/ijel.v9n1p437

Kormos, J. (2020). Specific learning difficulties in second language learning and teaching. Language Teaching, 53(2), 129–143. https://doi.org/10.1017/s0261444819000442

Lakens, D. (2017). Equivalence tests: A practical primer for t-tests, correlations, and meta-analyses. Social Psychological and Personality Science. link, 1, 1-8.

Li, Y., & Hafner, C. A. (2022). Mobile-assisted vocabulary learning: Investigating receptive and productive vocabulary knowledge of Chinese EFL learners. RECALL, 34(1), 66–80. https://doi.org/10.1017/S0958344021000161

Liu, X. Q., Zheng, D. P., & Chen, Y. S. (2019). Latent Classes of Smartphone Dictionary Users Among Chinese EFL Learners: A Mixed-Method Inquiry into Motivation for Mobile Assisted Language Learning. INTERNATIONAL JOURNAL OF LEXICOGRAPHY, 32(1), 68–91. https://doi.org/10.1093/ijl/ecy019

Mohsen, M. A., & Mahdi, H. S. (2021). Partial versus full captioning mode to improve L2 vocabulary acquisition in a mobile-assisted language learning setting: words pronunciation domain. JOURNAL OF COMPUTING IN HIGHER EDUCATION, 33(2), 524–543. https://doi.org/10.1007/s12528-021-09276-0

Nguyen, L. Q., & Le, H. V. (2023). Enhancing L2 learners’ lexical gains via Quizlet learning tool: the role of individual differences. EDUCATION AND INFORMATION TECHNOLOGIES, 28(9), 12143–12167. https://doi.org/10.1007/s10639-023-11673-0

Okumuş, K., Konca, M. Y., & Demi̇röz, H. (2020). The effect of mobile-assisted language learning (MALL) on EFL learners’ collocation learning. The journal of language and linguistic studies, 16(1), 489–509. https://doi.org/10.17263/jlls.712891.

Page, M.J., McKenzie, J.E., Bossuyt, P.M., Boutron, I., Hoffmann, T.C., Mulrow, C.D., Shamseer, L., Tetzlaff, J.M., Akl, E.A., Brennan, S.E., Chou, R., Glanville, J., Grimshaw, J.M., Hróbjartsson, A., Lalu, M.M., Li, T., Loder, EW., Mayo-Wilson, E., McDonald, S., … & Alonso-Fernández, S. (2021). Declaración PRISMA 2020: una guía actualizada para la publicación de revisiones sistemáticas. Revista española de cardiología, 74(9), 790–799. https://doi.org/10.1016/j.recesp.2021.06.016.

Persson, V., & Nouri, J. (2018). A systematic review of second language learning with mobile technologies. International Journal of Emerging Technologies in Learning (iJET), 13(02), 188. https://doi.org/10.3991/ijet.v13i02.8094

Puebla, C., Fievet, T., Tsopanidi, M., & Clahsen, H. (2022). Mobile-assisted language learning in older adults: Chances and challenges. ReCALL, 34(2), 169–184. https://doi.org/10.1017/s0958344021000276

Purgina, M., Mozgovoy, M., & Blake, J. (2020). WordBricks: Mobile Technology and Visual Grammar Formalism for Gamification of Natural Language Grammar Acquisition. JOURNAL OF EDUCATIONAL COMPUTING RESEARCH, 58(1), 126–159. https://doi.org/10.1177/0735633119833010

R Core Team (2021). R: A Language and environment for statistical computing. (Version 4.1) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2022-01-01).

Rashtchi, M., & Mazraehno, M. R. T. (2019). Exploring Iranian EFL learners’ listening skills via TED talks: Does medium make a difference? Journal of Language and Education, 5(4), 81–97. https://doi.org/10.17323/JLE.2019.9691

Rodriguez-Arce, J., Vázquez-Cano, E., Juárez-Pegueros, J. P. C., & González-Garcia, S. (2023). Comparison of Learning Content Representations to Improve L2 Vocabulary Acquisition Using m-learning. SAGE OPEN, 13(4). https://doi.org/10.1177/21582440231216819

Romero-Rodriguez, J.-M., Aznar-Diaz, I., Hinojo-Lucena, F.-J., & Gomez-Garcia, G. (2020). Mobile learning in higher education: Structural equation model for good teaching practices. IEEE access: practical innovations, open solutions, 8, 91761–91769. https://doi.org/10.1109/access.2020.2994967

Sato, T., Murase, F., & Burden, T. (2020). An Empirical Study on Vocabulary Recall and Learner Autonomy through Mobile-Assisted Language Learning in Blended Learning Settings. CALICO JOURNAL, 37(3), 254–276. https://doi.org/10.1558/cj.40436

Sun, L., & Asmawi, A. (2023). The Effect of WeChat-Based Instruction on Chinese EFL Undergraduates’ Business English Writing Performance. International Journal of Instruction, 16(1), 43–60. https://doi.org/10.29333/iji.2023.1613a.

Tahounehchi, S. (2021). The impact of mobile technology on vocabulary learning of L2 learners: The case of whatsapp application. Journal of Asia TEFL, 18(1), 223–234. https://doi.org/10.18823/asiatefl.2021.18.1.13.223.

The jamovi project (2022). jamovi. (Version 2.3) [Computer Software]. Retrieved from https://www.jamovi.org.

Trujillo Torres, J. M., Gómez García, G., Ramos Navas-Parejo, M., & Soler Costa, R. (2020). The development of information literacy in early childhood education teachers: A study from the perspective of the education center’s character. Journal of technology and science education, 10(1), 47. https://doi.org/10.3926/jotse.728

Van Houwelingen, H. C., Zwinderman, K. H., Stijnen, T. (1993). A bivariate approach to meta-analysis. Statistics in Medicine. link, 12, 2273-2284.

Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software. link, 36, 1-48.

Xodabande, I., & Boroughani, T. (2023). Mobile-assisted focus on forms in English for academic purposes instruction: Investigating the impacts on learning academic words. FRONTIERS IN PSYCHOLOGY, 14. https://doi.org/10.3389/fpsyg.2023.1071555.

Ye, S. X., & Shi, J. (2023). Investigating the potential of changing the smartphone system language to L2 for facilitating vocabulary learning and motivation. LANGUAGE TEACHING RESEARCH. https://doi.org/10.1177/13621688221145565.

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Published

2024-09-30

How to Cite

Soler Santaliestra, J. R., Soler Costa, R., Victoria Maldonado, J. J., & Martínez-Domingo, J. A. (2024). A systematic review and meta-analysis of the evidence for mobile learning as developer of skills in a second language. Porta Linguarum An International Journal of Foreign Language Teaching and Learning, (XI), 109–125. https://doi.org/10.30827/portalin.viXI.30143

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Section

xi-Special Issue. "Current perspectives in foreign and second language teaching. Diversity and ICT"