The impact of artificial intelligence on vocabulary acquisition in Spanish as a foreign language: a quasi-experimental study with Chinese learners
DOI:
https://doi.org/10.30827/portalin.viXV.33566Keywords:
Artificial Intelligence, Spanish Vocabulary Instruction, Chinese-speaking Learners, Personalized Learning, Cultural ContextualizationAbstract
This study examines the efficacy and effectiveness of artificial intelligence (AI) in teaching Spanish vocabulary to Chinese-speaking learners at the A1-A2 proficiency level. A quasi-experimental design was implemented, involving an experimental group that used AI platforms (Duolingo, Eshelper, and TalkAI) and a control group that received traditional instruction. Quantitative results revealed statistically significant improvements in listening comprehension and oral production within the experimental group, while the impact on written accuracy remained limited. In addition, the perception analysis indicated a generally positive attitude toward the platforms’ usability and efficiency, although deficiencies were noted in cultural adaptation and in the representation of grammatical differences between Chinese and Spanish. These findings underscore the potential of AI as a pedagogical tool in low-immersion language learning contexts, while also underscoring the need to design content that is both linguistically and culturally contextualized. Further research is recommended to examine the long-term effects of AI on vocabulary retention and the development of broader communicative competencies.Downloads
References
Boers, F., Warren, P., He, L., & Deconinck, J. (2017). Does adding pictures to glosses enhance vocabulary uptake from reading? System, 66, 113–129. https://doi.org/10.1016/j.system.2017.03.017
Chen, I. J. & Yen, J. C. (2013). Hypertext annotation: Effects of presentation formats and learner proficiency on reading comprehension and vocabulary learning in foreign languages. Computers and Education, 63, 416–423. https://doi.org/10.1016/j.compedu.2013.01.005
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates.
Franciosi, S. J., Yagi, J., Tomoshige, Y., & Ye, S. (2016). The effect of a simple simulation game on long-term vocabulary retention. CALICO Journal, 33(3), 355–379. https://doi.org/10.1558/cj.v33i2.26063
Halliday, M. A. K. (1985). An introduction to functional grammar. Edward Arnold.
Hu, J. H. & Hu, J. S. (2020). Theoretical and paradigm evolution of foreign language education informatization in the past 70 years. Technology Enhanced Foreign Language Education, (1), 17–23. https://doi.org/10.20139/j.issn.1001-5795.2020.01.001
Hu, Z. L. (2023). ChatGPT talk about foreign language education. Foreign Languages in China, 20(3), 1, 12–15. https://doi.org/10.13564/j.cnki.issn.1672-9382.2023.03.003
Jewitt, C. (Ed.). (2009). The Routledge handbook of multimodal analysis. Routledge.
Kong, L. & Qin, H. W. (2021). Digitalization of formative assessment data in foreign language teaching: Design and practice. Technology Enhanced Foreign Language Education, 2021(2), 57-64. https://doi.org/10.20139/j.issn.1001-5795.2021.02.007
Kramsch, C. (1993). Context and culture in language teaching. Oxford University Press.
Kress, G. (2001). Multimodal discourse: The modes and media of contemporary communication. Edward Arnold.
Lai, K. W. K. & Chen, H. J. H. (2021). A comparative study on the effects of a VR and PC visual novel game on vocabulary learning. Computer Assisted Language Learning, 36(3), 312-345. https://doi.org/10.1080/09588221.2021.1928226
Lee, S. M. & Park, M. (2020). Reconceptualization of the context in language learning with a location-based AR app. Computer Assisted Language Learning, 33(8): 936–959. https://doi.org/10.1080/09588221.2019.1602545
Li, W. W. (2023). AI-enabled reform in foreign language education: conceptual innovation and action logic. China Higher Education, (9), 49–52.
Li, Z. W. (2024). ChatGPT for empowering foreign language teaching: Scenarios and strategies. Journal of Beijing International Studies University, 46(1), 109–118. https://doi.org/10.12002/j.bisu.501
Liu, Q., Yang, H. J., & Zhang, X. Q. (2022). Language learning supported by Artificial Intelligence —How does anthropomorphic technology affect learning. Technology Enhanced Foreign Language Education, 43(10), 102–109. https://doi.org/10.13811/j.cnki.eer.2022.10.014
Malinowski, B. (1923). The problem of meaning in primitive languages. In C. K. Ogden & I. A. Richards (Eds.), The meaning of meaning (pp. 296–336). Harcourt, Brace & World. https://doi.org/10.4324/9781315010847-25
Mayer, R. E. (Ed.). (2005). The Cambridge handbook of multimedia learning. Cambridge University Press.
Mohamed, A. M. (2024). Exploring the potential of an AI-based Chatbot (ChatGPT) in enhancing English as a foreign language (EFL) teaching: Perceptions of EFL faculty members. Educational Information Technologies, 29, 3195–3217. https://doi.org/10.1007/s10639-023-11917-z
Monteagudo Canales, A. (2024). Posibilidades y limitaciones de ChatGPT para el aprendizaje del español como LE/L2. El Español por el Mundo, 6(1), 35–45. https://doi.org/10.59612/epm.i1.141
Nation, I. S. P. (1990). Teaching and learning vocabulary. Newbury House.
Nation, I. S. P. (2001). Learning vocabulary in another language. Cambridge University Press.
Nation, I. S. P. & Waring, R. (1997). Vocabulary size, text coverage, and word lists. In N. Schmitt & M. McCarthy (Eds.), Vocabulary: Description, acquisition, and pedagogy (pp. 6–19). Cambridge University Press.
Palomares Marín, M. del M. (2022). El español como lengua extranjera en aplicaciones adaptativas y multimedia: el caso de Duolingo (Tesis doctoral). Universidad de Murcia. http://hdl.handle.net/10201/115763
Risager, K. (2006). Language and culture: Global flows and local complexity. Multilingual Matters.
Rosenthal, R. (1991). Meta-Analytic Procedures for Social Research. Sage.
Sanz Manzanedo, M. (2025). La IA en la enseñanza de idiomas: chatbots y formación del profesorado. European Public & Social Innovation Review, 10(3). https://doi.org/10.31637/epsir-2025-513
Schmitt, D. & Clapham, C. (2001). Developing and exploring the behavior of two new versions of the Vocabulary Levels Test. Language Testing, 18(1), 55–88. https://doi.org/10.1177/026553220101800103
Teng, M. F. & Zhang, D. (2023). The associations between working memory and the effects of multimedia input on L2 vocabulary learning. International Review of Applied Linguistics in Language Teaching, 61(3), 1021–1049. https://doi.org/10.1515/iral-2021-0130
Trier, J. (1931). Der deutsche Wortschatz im Sinnbezirk des Verstandes: Die Geschichte eines sprachlichen Feldes (Vol. 1). Winter.
van den Broek, G. S. E., Takashima, A., Segers, E., & Verhoeven, L. (2018) Contextual richness and word learning: Context enhances comprehension but retrieval enhances retention. Language Learning, 68(2): 546–585. https://doi.org/10.1111/lang.12285
Vesselinov, R. & Grego, J. (2016). Duolingo effectiveness study: Final report. Duolingo.
Wang, Y. H. (2016). Promoting contextual vocabulary learning through an adaptive computer-assisted EFL reading system. Journal of Computer Assisted Learning, 32(4), 291–303. https://doi.org/10.1111/jcal.12132
Xing, B. & Zhang, H. (2025). A study of the effect of multimodal input on vocabulary acquisition: Evidence from online Chinese language learners. Language Teaching Research. https://doi.org/10.1177/13621688241313017
Zhang, Z. Y. & Hong, H. Q. (2023). ChatGPT-supported foreign language teaching: Empowerment, challenges, and strategies. Foreign Language World, (2), 38–44.
Zhu, T., Zhang, Y. & Irwin, D. (2024). Second and foreign language vocabulary learning through digital reading: A meta-analysis. Education and Information Technologies, 29, 4531–4563. https://doi.org/10.1007/s10639-023-11969-1
Zou, B. & Wang, M. J. (2021). Artificial Intelligence Technology and English Language Teaching and Learning: Present and Future. Foreign Languages and Literature, 37(3), 124–130.
Zou, D., Huang, Y., & Xie, H. (2021) Digital game-based vocabulary learning: Where are we and where are we going? Computer Assisted Language Learning, 34(5–6): 751–777. https://doi.org/10.1080/09588221.2019.1640745
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