The Effects of Microlearning on EFL Students’ English Speaking: A Systematic Review and Meta-Analysis
Abstract
Despite advancements in microlearning-based English-speaking education, comprehensive meta-analyses of its effectiveness remain scarce. This study aimed to evaluate the effect of microlearning on English speaking among English as a foreign language (EFL) students through a systematic review and meta-analysis. Following the PRISMA principles, the research was conducted in June 2023 across five phases: problem identification, data collection, screening, evaluation, and extraction. Data were obtained from peer-reviewed journals indexed in databases, including ERIC, Science Direct, Scopus, and Google Scholar. Data analysis was undertaken using the modified Newcastle-Ottawa Scale-Education (NOS-E). Subsequently, the R meta program facilitated a robust meta-analysis, allowing us to comprehensively gauge effect size. A literature review yielded 10 studies (combined sample size = 743) that matched the eligibility guidelines. On the NOS-E, each study scored 4.55 out of 6. The results demonstrate the superiority of microlearning over traditional lectures (total English-speaking scores, SMD = 1.43, 95%CI = 1.27?1.59, p < .05). In the meta-analysis, heterogeneity was revealed (total scores for English speaking, I2 = 66%, p < .01), with no publication bias. Microlearning significantly benefits English language teaching (ELT) and enhances EFL students’ English-speaking skills. However, limitations do exist. By addressing these limitations, educators may refine pedagogical practices for optimal ELT methods for EFL learning.
https://doi.org/10.26803/ijlter.23.4.27
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Adipat, S. (2023). An artificial intelligence-enhanced phenomenon-based learning approach for interdisciplinary understanding and speaking skills. International Journal of Instruction, 16(3), 531?550. https://doi.org/10.29333/iji.2023.16329a
Amoah, S., & Yeboah, J. (2021). The speaking difficulties of Chinese EFL learners and their motivation towards speaking the English language. Journal of Language and Linguistic Studies, 17(1), 56?69. https://doi.org/10.52462/jlls.4
Cohen, J. (1988). Statistical power analysis for the behavioural sciences (2nd ed.). Lawrence Erlbaum Associates. https://www.utstat.toronto.edu/~brunner/oldclass/378f16/readings/CohenPower.pdf
Cook, D. A., & Reed, D. A. (2015). Appraising the quality of medical education research methods: The medical education research study quality instrument and the Newcastle–Ottawa Scale-Education. Academic Medicine, 90(8), 1067?1076. https://doi.org/10.1097/ACM.0000000000000786
Dang, T. N. A., Nguyen, V. T., & Nga, P. T. (2022). Utilizing video recording to develop EFL student’s speaking skills. International Journal of Linguistics, Literature and Translation, 5(5), 63?71. https://doi.org/10.32996/ijllt.2022.5.5.8
Dolasinski, M. J., & Reynolds, J. (2020). Microlearning: A new learning model. Journal of Hospitality & Tourism Research, 44(3), 551?561. https://doi.org/10.1177/1096348020901579
Dewi, R. S., Kultsum, U., & Armadi, A. (2016). Using communicative games in improving students’ speaking skills. English Language Teaching. 10(1), 63?71. https://doi.org/10.5539/elt.v10n1p63
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. National Library of Medicine, 315(7109), 629?634. https://doi.org/10.1136/bmj.315.7109.629
Fidan, M. (2023). The effects of microlearning?supported flipped classroom on pre?service teachers’ learning performance, motivation and engagement. Education and Information Technologies, 28(1), 12687?12714. https://doi.org/10.1007/s10639-023-11639-2
Fitria, T. N. (2022). Microlearning in teaching and learning process: A review. CENDEKIA: Jurnal Ilmu Sosial, Bahasa dan Pendidikan, 2(4), 114?135. https://doi.org/10.55606/cendikia.v2i4.473
Gao, S. Y., Tsai, Y. Y., Huang, J. H., Ma, Y. X., & Wu, T. L. (2023). TikTok for developing learning motivation and oral proficiency in MICE learners. Journal of Hospitality, Leisure, Sport & Tourism Education, 32(1), 100415. https://doi.org/10.1016/j.jhlste.2022.100415
Glass, G. V., MacGaw, B., & Smith, M. L. (1981). Meta-analysis in social research. Sage. https://doi.org/10.4236/ce.2017.86062
Ghafar, Z. N., Abdulkarim, S. T., Mhamad, L. M., Kareem, R. A., Rasul, P. A., & Mahmud, T. I. (2023). Microlearning as a learning tool for teaching and learning in acquiring language: Applications, advantages, and influences on the language. Canadian Journal of Educational and Social Studies, 3(2), 45?62. https://doi.org/10.53103/cjess.v3i2.127
Hamad, M. M., Metwally, A. A., & Alfaruque, S. Y. (2019). The impact of using YouTubes and audio tracks imitation YATI on improving speaking skills of EFL learners. English Language Teaching, 12(6), 191?198. https://doi.org/10.5539/elt.v12n6p191
Hanafiah, W., Aswad, M., Sahib, H., Yassi, A. H., & Mousavi, M. S. (2022). The impact of CALL on vocabulary learning, speaking skill, and foreign language speaking anxiety: The case study of Indonesian EFL learners. Education Research International, 2022, 5500077. https://doi.org/10.1155/2022/5500077
Hasim, S. M., Rosli, R., & Halim, L. (2024). A systematic review on teaching strategies for fostering students’ statistical thinking. International Journal of Learning, Teaching and Educational Research, 23(1), 136?158. https://doi.org/10.26803/ijlter.23.1.8
Higgins, J. P. T., & Thompson, S. G. (2002). Quantifying heterogeneity in a meta-analysis. Statistics in Medicine, 21(11), 1539?1558. https://doi.org/10.1002/sim.1186
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. BMJ, 327(7414), 557?560. https://doi.org/10.1136/bmj.327.7414.557
Jalkute, J. B. (2021). Developing speaking skills (teaching strategies). Lulu Publication. https://www.lulu.com/shop/dr-jitendra-balbhim-jalkute/developing-speaking-skills-teaching-strategies/ebook/product-97qz67.html?page=1&pageSize=4
Karpovich, I., Sheredekina, O., Krepkaia, T., & Voronova, L. (2021). The use of monologue speaking tasks to improve first-year students’ English-speaking skills. Education Sciences, 11(6), 298. https://doi.org/10.3390/educsci11060298
Kohnke, L. (2023). Using technology to design ESL/EFL microlearning activities. Springer Nature. https://link.springer.com/book/10.1007/978-981-99-2774-6
Laksanasut, S. (2022). Effects of utilizing TikTok application on English speaking skills development of English as a foreign language (EFL) high school students amidst the Covid-19 pandemic situation. Journal of Learning Innovation and Technology (JLIT), 2(1), 62?71. https://www.researchgate.net/publication/361951950_Effects_of_Utilizing_TikTok_Application_on_English_Speaking_Skills_Development_of_English_as_a_Foreign_Language_EFL_High_School_Students_amidst_the_Covid-19_Pandemic_Situation
Lee, Y. M. (2023). Mobile microlearning: A systematic literature review and its implications. Interactive Learning Environments, 31(7), 4636?4651. https://doi.org/10.1080/10494820.2021.1977964
Leong, K., Sung, A., Au, D., & Blanchard, C. (2020). A review of the trend of microlearning. Journal of Work-Applied Management, 13(1), 88?102. https://doi.org/10.1108/JWAM-10-2020-0044
Menggo, S., Basir, A., & Halum, Y. S. (2022). Video-based tasks in strengthening speaking skills of EFL college students. Indonesian Journal of EFL and Linguistics, 7(2), 279?297. https://doi.org/10.21462/ijefl.v7i2.510
Mohammed, G. S., Wakil, K., & Nowroly, S. S. M. (2018). The effectiveness of microlearning to improve students’ learning ability. International Journal of Educational Research Review, 3(3), 32?38. https://www.ijere.com/frontend//articles/pdf/v3i3/ijere3-5pdf.pdf
Mujiono, Weganofa, R., & Herawati, S. (2023). Project-based learning intervention and its effect on promoting English language proficiency based on moderator variables: Meta-analysis. International Journal of Instruction, 16(4), 465?484. https://doi.org/10.29333/iji.2023.16427a
Nikkhoo, I., Ahmadi, Z., Akbari, M., Imannezhad, S., Ardekani, S. A., & Lashgari, H. (2023). Microlearning for today’s students: A rapid review of essentials and considerations. Medical Education Bulletin, 4(1), 673?685. https://doi.org/10.22034/meb.2022.355659.1066
Nur Aziz, I., & Sabella, R. H. (2021). TikTok as media of learning English. Journal of English Education and Technology, 2(02), 408?419. http://jeet.fkdp.or.id/index.php/jeet/article/view/51
Nur, M. R. O., & Riadil, I. G. (2019). Seesaw media: Digital natives’ performance in 4.0 speaking learning class [Conference session]. 3rd English Language and Literature International Conference (ELLiC) Proceedings (pp. 202?208). https://www.researchgate.net/publication/341882734_SEESAW_MEDIA_DIGITAL_NATIVES'_PREFERENCE_IN_40_SPEAKING_LEARNING_CLASS
Opas, P. (2023). The implementation of TikTok to promote English listening and speaking for EFL learners. Journal of Faculty of Education Pibulsongkram Rajabhat University, 10(1), 1?23.
https://so02.tci-thaijo.org/index.php/edupsru/article/view/261783
Qisthi, N., & Arifani, Y. (2018). The application of project-based learning via Instagram to improve EFL students’ speaking skill [Conference session]. Proceedings of the Borneo International Conference on Education and Social Sciences (BICESS 2018) (pp. 201?209). https://doi.org/10.5220/0009018802010209
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., & Moher, D. (2021). The PRISMA 2020 Statement: An updated guideline for reporting systematic reviews. Systematic Reviews, 10(89), 1?11. https://doi.org/10.1186/s13643-021-01626-4
Ratnasari, A. G. (2020). EFL students’ challenges in learning speaking skills: A case study in mechanical engineering department. Journal of Foreign Language Teaching and Learning, 5(1), 20?38. https://doi.org/10.18196/ftl.5145
Reynolds, J., & Dolasinski, M. J. (2020). Microlearning: A pilot study. Perspectives in Asian Leisure and Tourism, 5(1), 1?13. https://scholarworks.umass.edu/palat/vol5/iss1/1
Rogti, M. (2024). The effect of mobile-based interactive multimedia on thinking engagement and cooperation. International Journal of Instruction, 17(1), 673?696. https://doi.org/10.29333/iji.2024.17135a
Safari, M., & Fitriati, S. (2017). Learning strategies used by learners with different speaking performance for developing speaking ability. English Education Journal, 6(2), 87?100. https://journal.unnes.ac.id/sju/index.php/eej/article/view/13060
Saputra, D. B., Saputra, E., Haryana, L., & Puspa, A. (2023). Students’ difficulties in speaking English as a foreign language: Undergraduate students’ voices. Metathesis: Journal of English Language, Literature, and Teaching, 7(1), 110–120. https://doi.org/10.31002/metathesis.v7i1.369
Samala, A. D., Bojic, L., Bekiro?lu, D., Watrianthos, R., & Hendriyani, Y. (2023). Microlearning: Transforming education with bite-sized learning on the go—insights and applications. International Journal of Interactive Mobile Technologies, 17(21), 4?24. https://doi.org/10.3991/ijim.v17i21.42951
Shea, B. J., Reeves, B. C., Wells, G., Thuku, M., Hamel, C., Moran, J., & Henry, D. A. (2017). AMSTAR 2: A critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both. BMJ, 358. https://doi.org/10.1136/bmj.j4008
Torgerson, C., & Iannone, S. (2019). What works in talent development designing microlearning. ATD Press. https://d22bbllmj4tvv8.cloudfront.net/a8/fc/cb4d8307432aa0008a88a0326ec3/111919-designingmicrolearning-samplechapter.pdf
Taylor, A. D., & Hung, W. (2022). The effects of microlearning: A scoping review. Educational Technology Research and Development, 70(2), 363?395. https://doi.org/10.1007/s11423-022-10084-1
Thuy, T. T., Thuy, P. T., & Thao, L. T. (2024). Empathetic pedagogies in English as a foreign language (EFL) teaching: Specific strategies and experiences from the Mekong Delta context. International Journal of Learning, Teaching and Educational Research, 23(1), 39?58. https://doi.org/10.26803/ijlter.23.1.3
Vallespin, M. R. D., & Prudente, M. S. (2024). Meta-analysis on the effectiveness of learning cycle models and online teaching strategies in chemistry education. International Journal of Instruction, 17(2), 335?350.
https://www.e-iji.net/dosyalar/iji_2024_2_19.pdf
Ziqi, F., Sidhu, G. K., Cong, L., & Rui, W. (2023). Chinese EFL students’ learning needs for speaking performance: A case study. Environment?Behavior Proceedings Journal, 8(25), 13?19. https://doi.org/10.21834/e-bpj.v8i25.4854
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