Data-Driven Learning in an EFL class: a study of Ecuadorian learners’ perceptions
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Abstract
Previous research has reported an increased interest in the application of Data-Driven Learning (DDL), which was derived from corpus linguistics, to aid English as a foreign or second language learning. DDL emerged as a learner-centered approach that emphasizes the discovery of linguistic patterns by analyzing natural occurrences of language. Many studies have investigated the effect of DDL on several linguistic components and have reported positive outcomes. Consequently, its application has germane importance in an Ecuadorian context as it has not been widely explored. This study seeks to document the experience of 14 EFL students from an Ecuadorian public university and examine their perceptions towards the implementation of DDL activities. The intervention included two stages: assisted guidance for students to retrieve information on their own and corpus-based materials developed by the teacher. Students' perceptions were gathered via a questionnaire, a reflection, and a follow-up interview. The findings indicate that students perceived DDL as a practical and innovative approach to support grammar discovery in an EFL class. Nevertheless, students encountered some challenges associated with the use of DDL, for example, the limited number of searches, an issue that can be resolved by a complete registration in the COCA web. This article concludes with pedagogical implications and recommendations for future DDL applications and research in Ecuadorian EFL classes.
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References
Biber, D., & Reppen, R. (2002). What does frequency have to do with grammar teaching? Studies in Second language acquisition, 24(2), 199–208. https://doi.org/10.1017/S0272263102002048
Boontam, P., & Phoocharoensil, S. (2018). Effectiveness of English preposition learning through data-driven learning (DDL). 3L: Language, Linguistics, Literature, 24(3), 125–141. https://doi.org/10.17576/3L-2018-2403-10
Boulton, A. (2012). What data for data-driven learning? EuroCALL Review, 20(1), 23–27. https://bit.ly/484oO1c
Cambridge Assessment English. (2021). A2 Key Preparation. https://www.cambridgeenglish.org/exams-and-tests/key/preparation/
Cheng, W. (2010). What can a corpus tell us about language learning. In The Routledge handbook of corpus linguistics (pp. 319–332). Abingdon, Oxon: Routledge.
Cheng, W. (2012). Exploring corpus linguistics: Language in action. Banbury: Routledge.
Conrad, S. (2010). What can a corpus tell us about grammar? In The routledge handbook of corpus linguistics (pp. 227–240). https://doi.org/10.4324/9780203856949.ch17
Crawford, W., & Csomay, E. (2016). Doing corpus linguistics. New York: Routledge.
Davis, M. (2008). The corpus of contemporary American English (COCA). https://www.english-corpora.org/coca/
Flowerdew, L. (2012). Applying corpus linguistics in teaching arenas. Corpora and Language Education, 190–232. https://doi.org/10.1057/9780230355569_7
Flowerdew, L. (2015). Data-driven learning and language learning theories. Amsterdam: John Benjamins.
Gavioli, L. (2005). Exploring corpora for ESP learning. Amsterdam: John Benjamins.
Geluso, J., & Yamaguchi, A. (2014). Discovering formulaic language through data-driven learning: Student attitudes and efficacy. ReCALL, 26(2), 225–242. https://doi.org/10.1017/S0958344014000044
Guan, X. (2013). A Study on the application of Data-driven learning in vocabulary teaching and learning in China’s EFL Class. Journal of Language Teaching and Research, 4(1), 105–112. https://doi.org/10.4304/jltr.4.1.105-112
Huang, L. S. (2011). Corpus-aided language learning. ELT Journal, 65(4), 481–484. https://doi.org/10.1093/elt/ccr031
Johansson, S. (2009). Some thoughts on corpora and second language acquisitions. Corpora and Language Teaching (pp. 33–44). https://doi.org/10.1075/scl.33.05joh
Johns, T. (1991). Should you be persuaded two samples of data-driven learning. ELR Journal, 4, 1–16. https://bit.ly/45vsGGP
Lin, M. H., & Lee, J. Y. (2019). Pedagogical suitability of data-driven learning in EFL grammar classes: A case study of Taiwanese students. Language Teaching Research, 23(5), 541–561. https://doi.org/10.1177/1362168817740899
Lindquist, H. (2009). Corpus linguistics and the description of English. Edinburgh: Edinburgh University Press.
Luo, Q. (2016). The effects of data-driven learning activities on EFL learners’ writing development. SpringerPlus, 5, 1255. https://doi.org/10.1186/s40064-016-2935-5
O’Keeffe, A. (2020). Data-driven learning- A call for a broader research gaze. Language Teaching, 1–14. https://doi.org/10.1017/S0261444820000245
O’Keeffe, A., McCarthy, M., & Carter, R. (2007). From corpus to classroom: Language use and language teaching. Cambridge: Cambridge University Press.
Pérez-Paredes, P., Ordoñana Guillamón, C., Van de Vyver, J., Meurice, A., Aguado Jiménez, P., Conole, G., & Sánchez Hernández, P. (2019). Mobile data-driven language learning: Affordances and learners’ perception. System, 84, 145–159. https://doi.org/10.1016/j.system.2019.06.009
Reppen, R. (2010). Using corpora in the language classroom. Cambridge: Cambridge University Press.
Römer, U. (2007). Corpora and language teaching. 112–131.
Smart, J. (2014). The role of guided induction in paper-based data-driven learning. ReCALL, 26(2), 184–201. https://doi.org/10.1017/S0958344014000081
Smirnova, E. A. (2017). Using Corpora in EFL Classrooms: The Case Study of IELTS Preparation. RELC Journal, 48(3), 302–310. https://doi.org/10.1177/0033688216684280
Szudarski, P. (2018). Corpus linguistics for vocabulary: A guide for research. London: Routledge.
Tribble, C. (2015). Teaching and language corpora. In Multiple affordances of language corpora for Data-driven Learning. Amsterdam: John Benjamins.
Yoon, H., & Hirvela, A. (2004). ESL student attitudes toward corpus use in L2 writing. Journal of Second Language Writing, 13(4), 257–283. https://doi.org/10.1016/j.jslw.2004.06.002