Teaching Collocations and Academic Phrases with Corpus Linguistics: Applications for Specific and Academic Contexts
Abstract
This study explores the integration of the Corpus of Contemporary American English (COCA) in teaching academic collocations and phrases in English for Specific and Academic Purposes (ESP/EAP) settings. Conducted with 15 first-semester undergraduate students in Indonesia, the six-week classroom-based action research employed corpus-based instructional tasks to develop students’ lexical awareness and academic language proficiency. Data were collected through classroom observations, student writings, questionnaires, and semi-structured interviews. The findings show notable improvement in students’ use of academic collocations and discipline-specific phrases, reflected in increased accuracy and fluency in both writing and speaking. Learners reported that COCA supported them in identifying more natural and context-appropriate word combinations, boosting their confidence and academic expression. Initial challenges with the COCA interface and corpus navigation were mitigated through instructional scaffolding. Over time, students demonstrated increased autonomy and began using COCA for independent and collaborative learning. The study affirms the pedagogical value of corpus linguistics for novice ESP learners and highlights the importance of technical and teacher support in integrating corpus tools into curriculum design.
References
Akbaş, E., & Başal, A. (2024). Enhancing Academic English Teaching and Learning: The Integration of Corpus Analysis in EAP. In Teaching English for Academic Purposes: Theory into Practice (pp. 249–272). Springer.
Ayyat, A. (2024). Implementing a Three-Stage Approach to Teach Writing Skills Using the Corpus of Contemporary American English in a Foundation Program Context. Arab World English Journal, 15(4), 241–254. https://doi.org/10.24093/awej/vol15no4.15
Barth, D., & Schnell, S. (2021). Understanding corpus linguistics. Routledge.
Biber, D., Reppen, R., & Friginal, E. (2010). Research in corpus linguistics. In R. B. Kaplan (Ed.), The Oxford handbook of applied linguistics (2nd ed, pp. 548–570). Oxford University Press.
Boulton, A. (2010). Data-driven learning: Taking the computer out of the equation. Language Learning, 60(3), 534–572. https://doi.org/10.1111/j.1467-9922.2010.00566.x
Boulton, A., & Tyne, H. (2015). Corpus-based approaches to language learning: Towards DDL for all? Language Learning & Technology, 19(3), 1–24.
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Çalışkan, G., & Gonen, S. I. K. (2018). Training teachers on corpus-based language pedagogy: Perceptions on using concordance lines in vocabulary instruction. Journal of Language and Linguistic Studies, 14(4), 190–210. http://www.jlls.org/index.php/jlls/article/download/1020/430
Cheng, W. (2013). Corpus-based linguistic approaches to critical discourse analysis. The Encyclopedia of Applied Linguistics, 1353–1360.
Cobb, T. (2007). Computing the vocabulary demands of L2 reading. Language Learning & Technology, 11(3), 38–63. https://doi.org/10125/44117
Egbert, J., Larsson, T., & Biber, D. (2020). Doing linguistics with a corpus: Methodological considerations for the everyday user. Cambridge University Press.
Fang, L., Ma, Q., & Yan, J. (2021). The effectiveness of corpus-based training on collocation use in L2 writing for Chinese senior secondary school students. Journal of China Computer-Assisted Language Learning, 1(1), 80–109.
Gaeta, L., Angster, M., Cioffi, R., & Bellante, M. (2022). Corpus linguistics for low-density varieties. Minority languages and corpus-based morphological investigations. Corpus, 23.
Huang, L.-S. (2018). Taking stock of corpus-based instruction in teaching English as an international language. RELC Journal, 49(3), 381–401. https://doi.org/10.1177/0033688217698294
Li, D., Noordin, N., Ismail, L., & Cao, D. (2025). A Systematic Review of Corpus-Based Instruction in EFL Classroom. Heliyon.
Liontas, J. I., Bangun, I. V, & Li, S. (2023). Lexical Collocational Instruction in EAP Writing via COCA. Teaching English with Technology, 23(1), 80–106.
Liu, D., & Jiang, P. (2009). Using a corpus-based lexicogrammatical approach to grammar instruction in EFL and ESL contexts. The Modern Language Journal, 93(1), 61–78. https://doi.org/10.1111/j.1540-4781.2009.00828.x
Liu, T., & Gablasova, D. (2023). Data-driven learning of collocations by Chinese learners of English: a longitudinal perspective. Computer Assisted Language Learning, 1–26.
McEnery, T., Brezina, V., Gablasova, D., & Banerjee, J. (2019). Corpus linguistics, learner corpora, and SLA: Employing technology to analyze language use. Annual Review of Applied Linguistics, 39, 74–92.
Meyer, C. F. (2023). English corpus linguistics: An introduction. Cambridge University Press.
Misnawati, M. (2024). Corpus linguistics in English for public administration in Indonesian higher education context [Disertation]. Universitas Negeri Makassar.
Misnawati, M., Anwar, W. P., & Astri, Z. (2024). A corpus linguistics study of frequent collocations in public administration. Proceedings of ICoLT-Hybrid Conference, 1(1), 40–52.
Misnawati, M., Nur, S., & Tahir, S. Z. (2024). Corpus linguistics today: A qualitative approach. Research and Innovation in Applied Linguistics [RIAL], 2(1), 45–62. https://doi.org/10.31963/rial.v2i1.4486
Misnawati, M., Yusriadi, Y., Astri, Z., Abbas, A., & Asbar, A. (2025). Exploring teachers’ initial perceptions of Corpus linguistics and their readiness to incorporate Corpora in classroom instruction: A qualitative analysis. The Qualitative Report, 30(1), 3024–3042. https://doi.org/https://doi.org/10.46743/2160-3715/2025.6867
Mukherjee, J. (2004). Bridging the gap between applied corpus linguistics and the reality of English language teaching in Germany. In U. Connor & T. Upton (Eds.), Applied corpus linguistics: A multidimensional perspective. Rodopi.
Negm, M. S. N., & Mandour, W. S. M. (2020). The Use of an Open Access Corpus Web Tool in a DDL Writing Model. CDELT Occasional Papers in the Development of English Education, 70(1), 127–142.
Prasetya, E. P., Ekawati, A. D., Nugraha, D. S., Marzuq, A., & Darlis, T. S. (2020). Corpus linguistics, language corpora and language teaching . English Journal, 14(2), 75–83.
Reppen, R., & Simpson-Vlach, R. (2019). Corpus linguistics. In An introduction to applied linguistics (pp. 91–108). Routledge.
Roslim, N., Abdullah, M. H. T., Aziz, A., Nimehchisalem, V., & Almuddin, A. (2020). Corpus research applications in second language teaching: A look into corpus-informed materials development. International Journal of Modern Languages and Applied Linguistics (IJMAL), 4(2), 15–37.
Salama, A. H. Y., & Altohami, W. M. A. (2022). Enhancing EFL Students’ COCA-Induced Collocational Usage of Coronavirus: A Corpus-Driven Approach. International Journal of Advanced Computer Science and Applications, 13(2).
Stefanowitsch, A. (2020). Corpus linguistics: A guide to the methodology. Language Science Press.
Sun, W., & Park, E. (2023a). EFL Learners’ Collocation Acquisition and Learning in Corpus-Based Instruction: A Systematic Review. Sustainability, 15(17), 13242.
Sun, W., & Park, E. (2023b). EFL Learners’ Collocation Acquisition and Learning in Corpus-Based Instruction: A Systematic Review. Sustainability, 15(17), 13242.
Topkaya, E. Z., & Çelik, H. (2024). Introduction to Teaching English for Academic Purposes: Theory. Teaching English for Academic Purposes: Theory Into Practice, 3.
Tsai, Y.-R. (2021). Exploring the effects of corpus-based business English writing instruction on EFL learners’ writing proficiency and perception. Journal of Computing in Higher Education, 33(2), 475–498. https://doi.org/10.1007/s12528-021-09272-4
Yin, X., & Li, S. (2021). Lexical bundles as an intradisciplinary and interdisciplinary mark: A corpus-based study of research articles from business, biology, and applied linguistics. Applied Corpus Linguistics, 1(1), 100006. https://doi.org/https://doi.org/10.1016/j.acorp.2021.100006
Zare, J., & Al-Issa, A. (2024). Exploring task engagement strategies in DDL-enhanced tasks: Insights from EFL learners. Contemporary Educational Psychology, 78, 102299.
Zehir Topkaya, E., & Çelik, H. (2024). Introduction to Teaching English for Academic Purposes: Theory into Practice. In Teaching English for Academic Purposes: Theory into Practice (pp. 3–18). Springer.