ESP in the AI Era: A Qualitative Study of the Changing English Language Requirements of Economics and Management Students
DOI:
https://doi.org/10.53103/cjlls.v6i3.276Keywords:
English for Specific Purposes, Artificial Intelligence, Needs Analysis, Oral Proficiency, Higher EducationAbstract
ChatGPT, Grammarly, and QuillBot are artificial intelligence (AI) tools that are completely changing how students learn English in higher education. Such change requires the reevaluation of English for Specific Purposes (ESP) programs to make them relevant to the changing needs of students. This qualitative research explored the perceptions of economics and management students in their sixth semester (S6) at a Moroccan public university regarding their English language requirements in an age of widespread use of AI. Semi-structured interviews were conducted with 16 participants, and the resulting data were analysed through reflexive thematic analysis. Four key themes were identified: (a) shifting perceptions of essential language skills in the AI era, (b) the persistent centrality of speaking and professional communication, (c) reconceptualised writing needs in an AI-assisted environment, and (d) discipline-specific English requirements. Results indicated that students felt there had been a change in the order of importance of language skills with mechanical accuracy becoming less important and higher-order cognitive-linguistic skills and oral communication becoming more important. Interestingly, students at the beginner level showed paradoxical reliance on AI tools that can hinder the development of genuine language proficiency. The study posits that AI does not make ESP instruction irrelevant; instead, it requires curricular changes with a focus on oral proficiency, critical writing skills, AI-evaluation skills, discipline-specific language courses, and proficiency-differentiated instruction.
References
Baaqili, M., & Ed-dali, R. (2024). The escalation of English in Morocco: From the blue to the breakthrough. European Journal of Education Studies, 11(10), 124–137. doi:10.46827/ejes.v11i10.5558
Basturkmen, H. (2010). Developing courses in English for Specific Purposes. London, England: Palgrave Macmillan. doi:10.1057/9780230290518
Belhiah, H., & Elhami, M. (2015). English as a medium of instruction in the Gulf: When students and teachers speak. Language Policy, 14(1), 3–23. doi:10.1007/s10993-014-9336-9
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. doi:10.1191/1478088706qp063oa
Braun, V., & Clarke, V. (2019). Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11(4), 589–597. doi:10.1080/2159676X.2019.1628806
Chan, C. K. Y. (2023). A comprehensive AI policy education framework for university teaching and learning. International Journal of Educational Technology in Higher Education, 20, Article 38. doi:10.1186/s41239-023-00408-3
Creswell, J. W., & Poth, C. N. (2018). Qualitative inquiry and research design: Choosing among five approaches (4th ed.). Thousand Oaks, CA: SAGE Publications.
Digital Education Council. (2024). Global AI student survey 2024. Retrieved from https://www.digitaleducationcouncil.com/post/digital-education-council-global-ai-student-survey-2024
Dudley-Evans, T., & St John, M. J. (1998). Developments in English for Specific Purposes: A multi-disciplinary approach. Cambridge, England: Cambridge University Press.
Evans, S. (2012). Designing email tasks for the business English classroom: Implications from a study of Hong Kong's key industries. English for Specific Purposes, 31(3), 202–212. doi:10.1016/j.esp.2012.03.001
Fitria, T. N. (2021). Grammarly as AI-powered English writing assistant: Students' alternative for writing English. Metathesis: Journal of English Language, Literature, and Teaching, 5(1), 65–78. doi:10.31002/metathesis.v5i1.3519
Guest, G., Bunce, A., & Johnson, L. (2006). How many interviews are enough? An experiment with data saturation and variability. Field Methods, 18(1), 59–82. doi:10.1177/1525822X05279903
Hutchinson, T., & Waters, A. (1987). English for Specific Purposes: A learning-centred approach. Cambridge, England: Cambridge University Press.
Kasneci, E., Seßler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., . . . Kasneci, G. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103, Article 102274. doi:10.1016/j.lindif.2023.102274
Kassim, H., & Ali, F. (2010). English communicative events and skills needed at the workplace: Feedback from the industry. English for Specific Purposes, 29(3), 168–182. doi:10.1016/j.esp.2009.10.002
Kohnke, L., Moorhouse, B. L., & Zou, D. (2023). ChatGPT for language teaching and learning. RELC Journal, 54(2), 537–550. doi:10.1177/00336882231162868
Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. Thousand Oaks, CA: SAGE Publications.
Long, M. H. (Ed.). (2005). Second language needs analysis. Cambridge, England: Cambridge University Press. doi:10.1017/CBO9780511667299
Merriam, S. B., & Tisdell, E. J. (2016). Qualitative research: A guide to design and implementation (4th ed.). San Francisco, CA: Jossey-Bass.
Patton, M. Q. (2015). Qualitative research and evaluation methods (4th ed.). Thousand Oaks, CA: SAGE Publications.
Yan, D. (2023). Impact of ChatGPT on learners in a L2 writing practicum: An exploratory investigation. Education and Information Technologies, 29, 2151–2181. doi:10.1007/s10639-023-11742-4
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