Abstract
In light of the recent developments in mobile technologies and students’ increased uses of these platforms for educational purposes, research on mobile-assisted learning is gaining increased attention. Within this line of inquiry, the current study explored vocabulary learning outcomes from paper and mobile application flashcards. The study used a repeated measures design, by exposing the participants (55 high-school students) to different learning conditions and testing their receptive knowledge of core vocabulary in English in three junctures of time over a year. The participants were asked to use digital or paper flashcards for vocabulary learning, and two standard measures of vocabulary knowledge in pre- and post-tests were used to compare vocabulary gains. The results revealed that both groups improved their vocabulary knowledge over time. Nevertheless, the participants in the experimental group who used mobile applications outperformed the control group (paper flashcards) in the post-tests, and the effect size of the observed differences was very large. The findings underscore the long-term impacts of mobile-assisted vocabulary learning, and the affordances provided by such platforms for learning a considerable number of words by EFL learners. The findings also promise implications for language learners/teachers and materials developers in English language teaching programmes.
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References
AbuSa’aleek, A. O. (2014). A review of emerging technologies: mobile assisted language learning (MALL). Asian Journal of Education and E-Learning, 2(6), 469–475.
Anthony, C. M., & Caterina, C. A. (2019). The students’ readiness to engage with mobile learning apps. Interactive Technology and Smart Education, 17(1), 28–38. https://doi.org/10.1108/ITSE-06-2019-0027
Başoğlu, E. B., & Akdemir, Ö. (2010). A comparison of undergraduate students’ English vocabulary learning: Using mobile phones and flash cards. TOJET: The Turkish Online Journal of Educational Technology, 9(3), 1–7.
Brezina, V., & Gablasova, D. (2015). Is there a core general vocabulary? Introducing the new general service list. Applied Linguistics, 36(1), 1–22. https://doi.org/10.1093/applin/amt018
Browne, C., Culligan, B., & Phillips, J. (2013). New general service list (NGSL). www.newgeneralservicelist.org
Burgess, S. R., & Murray, A. B. (2014). Use of traditional and smartphone app flashcards in an introductory psychology class. Journal of Instructional Pedagogies, 3, 1–7.
Burston, J. (2013). Mobile-assisted language learning: A selected annotated bibliography of implementation studies 1994–2012. Language Learning & Technology, 17(3), 157–225. https://doi.org/10125/44344.
Castañeda, D. A., & Cho, M.-H. (2016). Use of a game-like application on a mobile device to improve accuracy in conjugating Spanish verbs. Computer Assisted Language Learning, 29(7), 1195–1204. https://doi.org/10.1080/09588221.2016.1197950
Cavus, N., & Ibrahim, D. (2009). m-Learning: an experiment in using SMS to support learning new English language words. British Journal of Educational Technology, 40(1), 78–91. https://doi.org/10.1111/j.1467-8535.2007.00801.x
Chen, C.-M., & Chung, C.-J. (2008). Personalized mobile English vocabulary learning system based on item response theory and learning memory cycle. Computers & Education, 51(2), 624–645. https://doi.org/10.1016/j.compedu.2007.06.011
Chen, C.-M., & Li, Y.-L. (2010). Personalised context-aware ubiquitous learning system for supporting effective English vocabulary learning. Interactive Learning Environments, 18(4), 341–364. https://doi.org/10.1080/10494820802602329
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, 1769–1789. https://doi.org/10.1007/s11423-020-09801-5
Cho, M.-H., & Castañeda, D. A. (2019). Motivational and affective engagement in learning Spanish with a mobile application. System, 81, 90–99. https://doi.org/10.1016/j.system.2019.01.008
Chwo, G. S. M., Marek, M. W., & Wu, W.-C.V. (2018). Meta-analysis of MALL research and design. System, 74, 62–72. https://doi.org/10.1016/j.system.2018.02.009
Cobb, T., & Laufer, B. (2021). The nuclear word family list: A list of the most frequent family members, including base and affixed words. Language Learning. https://doi.org/10.1111/lang.12452
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences. Routledge.
Coxhead, A. (2019). Academic vocabulary. In S. Webb (Ed.), The Routledge Handbook of Vocabulary Studies (pp. 97–110). Routledge. https://doi.org/10.4324/9780429291586-7
Dang, T. N. Y. (2019). Corpus-based word lists in second language vocabulary research, learning, and teaching. In S. Webb (Ed.), The Routledge Handbook of Vocabulary Studies (pp. 288–303). Routledge. https://doi.org/10.4324/9780429291586-19
Demouy, V., & Kukulska-Hulme, A. (2010). On the spot: using mobile devices for listening and speaking practice on a French language programme. Open Learning: THe Journal of Open, Distance and e-Learning, 25(3), 217–232. https://doi.org/10.1080/02680513.2010.511955
Dörnyei, Z. (2009). The Psychology of Second Language Acquisition. Oxford University Press.
Dörnyei, Z., & Ushioda, E. (2010). Teaching and Researching Motivation. Routledge.
Fathi, J., Alipour, F., & Saeedian, A. (2018). Enhancing vocabulary learning and self-regulation via a mobile application: an investigation of the memrise app. Journal of Modern Research in English Language Studies, 5(1), 27–46. https://doi.org/10.30479/jmrels.2019.10311.1282
Lexilize Flashcards (3.5.7). (n.d.). Lexilize. http://www.lexilize.com/
Godwin-Jones, R. (2017). Smartphones and language learning. Language Learning & Technology, 21(2), 3–17.
Hsu, W. (2013). Bridging the vocabulary gap for EFL medical undergraduates: the establishment of a medical word list. Language Teaching Research, 17(4), 454–484. https://doi.org/10.1177/1362168813494121
Hwang, W.-Y., & Chen, H. S. L. (2013). Users’ familiar situational contexts facilitate the practice of EFL in elementary schools with mobile devices. Computer Assisted Language Learning, 26(2), 101–125. https://doi.org/10.1080/09588221.2011.639783
Kondo, M., Ishikawa, Y., Smith, C., Sakamoto, K., Shimomura, H., & Wada, N. (2012). Mobile Assisted Language Learning in university EFL courses in Japan: developing attitudes and skills for self-regulated learning. ReCALL, 24(2), 169–187. https://doi.org/10.1017/S0958344012000055
Kornell, N. (2009). Optimising learning using flashcards: spacing is more effective than cramming. Applied Cognitive Psychology, 23(9), 1297–1317. https://doi.org/10.1002/acp.1537
Kose, T., & Mede, E. (2018). Investigating the use of a mobile flashcard application Rememba on the vocabulary development and motivation of EFL learners. MEXTESOL Journal, 42(4), 1–26.
Kukulska-Hulme, A. (2009). Will mobile learning change language learning? ReCALL, 21(2), 157–165. https://doi.org/10.1017/S0958344009000202
Lai, C., & Gu, M. (2011). Self-regulated out-of-class language learning with technology. Computer Assisted Language Learning, 24(4), 317–335. https://doi.org/10.1080/09588221.2011.568417
Leow, R. P. (2019). Noticing hypothesis. In J.I. Liontas, T. International Association and M. DelliCarpini (Eds.), The TESOL Encyclopedia of English Language Teaching (pp. 1–7). Wiley-Blackwell.https://doi.org/10.1002/9781118784235.eelt0086.pub2.
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. https://doi.org/10.1080/09588221.2018.1541359
Liu, C.-C., Tao, S.-Y., & Nee, J.-N. (2008). Bridging the gap between students and computers: Supporting activity awareness for network collaborative learning with GSM network. Behaviour & Information Technology, 27(2), 127–137. https://doi.org/10.1080/01449290601054772
Loewen, S., Crowther, D., Isbell, D. R., Kim, K. M., Maloney, J., Miller, Z. F., & Rawal, H. (2019). Mobile-assisted language learning: A Duolingo case study. ReCALL, 31(3), 293–311. https://doi.org/10.1017/S0958344019000065
Loewen, S., Isbell, D. R., & Sporn, Z. (2020). The effectiveness of app-based language instruction for developing receptive linguistic knowledge and oral communicative ability. Foreign Language Annals, 53(2), 209–233. https://doi.org/10.1111/flan.12454
Mahdi, H. S. (2017). Effectiveness of mobile devices on vocabulary learning: a meta-analysis. Journal of Educational Computing Research, 56(1), 134–154. https://doi.org/10.1177/0735633117698826
Morris, L., & Cobb, T. (2004). Vocabulary profiles as predictors of the academic performance of teaching English as a Second Language trainees. System, 32(1), 75–87. https://doi.org/10.1016/j.system.2003.05.001
Nakata, T. (2011). Computer-assisted second language vocabulary learning in a paired-associate paradigm: a critical investigation of flashcard software. Computer Assisted Language Learning, 24(1), 17–38. https://doi.org/10.1080/09588221.2010.520675
Nakata, T. (2019). Learning words with flash cards and word cards. In S. Webb (Ed.), The Routledge Handbook of Vocabulary Studies (pp. 304–319). Routledge. https://doi.org/10.4324/9780429291586-20
Nation, I. S. P. (2001). Learning vocabulary in another language. Cambridge University Press. https://doi.org/10.1017/CBO9781139524759
Nation, I. S. P. (2006). How large a vocabulary is needed for reading and listening? The Canadian Modern Language Review / La Revue Canadienne Des Langues Vivantes, 63(1), 59–81. https://doi.org/10.1353/cml.2006.0049
Nation, I. S. P. (2012). The BNC/COCA word family lists. https://www.victoria.ac.nz/__data/assets/pdf_file/0004/1689349/Information-on-the-BNC_COCA-word-family-lists-20180705.pdf
Nation, I. S. P. (2013). Learning Vocabulary in Another Language (2nd ed.). Cambridge University Press.
Nazari, M., & Xodabande, I. (2020). L2 Teachers’ mobile-related beliefs and practices: Contributions of a professional development initiative. Computer Assisted Language Learning. https://doi.org/10.1080/09588221.2020.1799825.
Ono, Y., Ishihara, M., & Yamashiro, M. (2015). Blended instruction utilizing mobile tools in English teaching at colleges of technology. Electrical Engineering in Japan, 192(2), 1–11. https://doi.org/10.1002/eej.22717
Pallant, J. (2016). SPSS Survival Manual: A step by step guide to data analysis using IBM SPSS (6th ed.). Routledge.
Rodgers, M., & Webb, S. (2011). Narrow viewing: the vocabulary in related television programs. TESOL Quarterly, 45(4), 689–717. https://doi.org/10.5054/tq.2011.268062
Roediger, H. L., & Butler, A. C. (2011). The critical role of retrieval practice in long-term retention. Trends in Cognitive Sciences, 15(1), 20–27. https://doi.org/10.1016/j.tics.2010.09.003
Römer, U. (2011). Corpus research applications in second language teaching. Annual Review of Applied Linguistics, 31, 205–225. https://doi.org/10.1017/S0267190511000055
Sage, K., Krebs, B., & Grove, R. (2019). Flip, Slide, or Swipe? Learning Outcomes from Paper, Computer, and Tablet Flashcards. Technology, Knowledge and Learning, 24(3), 461–482. https://doi.org/10.1007/s10758-017-9345-9
Sandberg, J., Maris, M., & de Geus, K. (2011). Mobile English learning: an evidence-based study with fifth graders. Computers & Education, 57(1), 1334–1347. https://doi.org/10.1016/j.compedu.2011.01.015
Sandberg, J., Maris, M., & Hoogendoorn, P. (2014). The added value of a gaming context and intelligent adaptation for a mobile learning application for vocabulary learning. Computers & Education, 76, 119–130. https://doi.org/10.1016/j.compedu.2014.03.006
Seibert Hanson, A. E., & Brown, C. M. (2020). Enhancing L2 learning through a mobile assisted spaced-repetition tool: an effective but bitter pill? Computer Assisted Language Learning, 33(1–2), 133–155. https://doi.org/10.1080/09588221.2018.1552975
Shadiev, R., Hwang, W.-Y., & Huang, Y.-M. (2017). Review of research on mobile language learning in authentic environments. Computer Assisted Language Learning, 30(3–4), 284–303. https://doi.org/10.1080/09588221.2017.1308383
Stephan, B., & Philip, C. G. (2016). Impact of contextuality on mobile learning acceptance: an empirical study based on a language learning app. Interactive Technology and Smart Education, 13(2), 107–122. https://doi.org/10.1108/ITSE-02-2016-0003
Stockwell, G. (2013). Mobile-Assisted Language Learning. In M. Thomas, H. Reinders, & M. Warschauer (Eds.), Contemporary Computer-Assisted Language Learning (pp. 201–216). Bloomsbury Academic.
Stoeckel, T., & Bennett, P. (n.d.). The New General Service List Test (NGLST). Retrieved March 22, 2020, from http://www.newgeneralservicelist.org/ngsl-levels-test.
Sung, Y.-T., Chang, K.-E., & Yang, J.-M. (2015). How effective are mobile devices for language learning? A meta-analysis. Educational Research Review, 16, 68–84. https://doi.org/10.1016/j.edurev.2015.09.001
Szudarski, P. (2018). Corpus Linguistics for Vocabulary: A Guide for Research. Routledge.
Thornton, P., & Houser, C. (2005). Using mobile phones in English education in Japan. Journal of Computer Assisted Learning, 21(3), 217–228. https://doi.org/10.1111/j.1365-2729.2005.00129.x
Ushioda, E., & Dörnyei, Z. (2012). Motivation. In S. M. Gass & A. Mackey (Eds.), The Routledge Handbook of Second Language Acquisition (pp. 396–409). Routledge.
van Zeeland, H., & Schmitt, N. (2012). Lexical Coverage in L1 and L2 Listening Comprehension: the same or different from reading comprehension? Applied Linguistics, 34(4), 457–479. https://doi.org/10.1093/applin/ams074
Wallace, M. J. (1982). Teaching vocabulary. Heinemann.
Ward, J. (2009). A basic engineering English word list for less proficient foundation engineering undergraduates. English for Specific Purposes, 28(3), 170–182. https://doi.org/10.1016/j.esp.2009.04.001
Webb, S., & Chang, A.C.-S. (2012). Second language vocabulary growth. RELC Journal, 43(1), 113–126. https://doi.org/10.1177/0033688212439367
Webb, S., & Nation, I. S. P. (2017). How Vocabulary is Learned. Oxford University Press.
Webb, S., & Rodgers, M. P. H. (2009a). The lexical coverage of movies. Applied Linguistics, 30(3), 407–427. https://doi.org/10.1093/applin/amp010
Webb, S., & Rodgers, M. P. H. (2009b). Vocabulary demands of television programs. Language Learning, 59(2), 335–366. https://doi.org/10.1111/j.1467-9922.2009.00509.x
Webb, S., Sasao, Y., & Ballance, O. J. (2017). The updated vocabulary levels test: developing and validating two new forms of the VLT. ITL - International Journal of Applied Linguistics, 168(1), 33–69. https://doi.org/10.1075/itl.168.1.02web
West, M. (1953). A general service list of English words. Longman, Green & Co.
Wilkins, D. A. (1972). Linguistics in language teaching. MIT Press.
Wu, Q. (2014). Learning ESL vocabulary with smartphones. Procedia - Social and Behavioral Sciences, 143, 302–307. https://doi.org/10.1016/j.sbspro.2014.07.409
Wu, Q. (2015a). Designing a smartphone app to teach English (L2) vocabulary. Computers & Education, 85, 170–179. https://doi.org/10.1016/j.compedu.2015.02.013
Wu, Q. (2015b). Pulling mobile assisted language learning (MALL) into the mainstream: MALL in broad practice. PLoS ONE, 10(5), e0128762. https://doi.org/10.1371/journal.pone.0128762
Xodabande, I. (2017) The effectiveness of social media network telegram in teaching English language pronunciation to Iranian EFL learners. Cogent Education 4(1) 1347081. https://doi.org/10.1080/2331186X.2017.1347081.
Xodabande, I. (2018) Iranian EFL learners’ preferences of different digital technologies for language learning beyond the classroom. International Journal of Education and Literacy Studies 6(3) 20. https://doi.org/10.7575/aiac.ijels.v.6n.3p.20.
Xodabande, I., & Atai, M. R. (2020). Using mobile applications for self-directed learning of academic vocabulary among university students. Open Learning: THe Journal of Open, Distance and e-Learning. https://doi.org/10.1080/02680513.2020.1847061.
Yang, X., Kuo, L.-J., Eslami, Z. R., & Moody, S. M. (2021). Theoretical trends of research on technology and L2 vocabulary learning: a systematic review. Journal of Computers in Education. https://doi.org/10.1007/s40692-021-00187-8
Yüksel, H. G., Mercanoğlu, H. G., & Yılmaz, M. B. (2020). Digital flashcards vs wordlists for learning technical vocabulary. Computer Assisted Language Learning. https://doi.org/10.1080/09588221.2020.1854312
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Xodabande, I., Pourhassan, A.(. & Valizadeh, M. Self-directed learning of core vocabulary in English by EFL learners: comparing the outcomes from paper and mobile application flashcards. J. Comput. Educ. 9, 93–111 (2022). https://doi.org/10.1007/s40692-021-00197-6
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DOI: https://doi.org/10.1007/s40692-021-00197-6