Exploring EFL Prompting Strategies of ESL Hospitality Students in Essay Writing with ChatGPT
Keywords:
ChatGPT, Prompting, Hospitality Students, WritingAbstract
Generative AI has been widely used in EFL writing classes, which raises interests in the prompts use employed by the students. This study attempts to answer two research questions: (1) What types of prompts do students use when interacting with ChatGPT to revise their essays? (2) To what extent do these prompts reflect high-order and low-order writing concerns? A total of 143 prompts were collected from 33 students during the revision phase of a writing assignment. These prompts were analyzed through qualitative content analysis to identify patterns in prompting behavior. Findings show that students predominantly used ChatGPT to address higher-order concerns, such as content development, academic tone, and organization, rather than surface-level issues like grammar correction. This suggests that students approached ChatGPT as a tool to improve the quality and coherence of their writing, not merely for mechanical edits. Prompting behaviors varied among individuals, with some students submitting multiple detailed prompts while others engaged minimally. The average number of prompts per student was similar between male and female students, despite considerable individual variation. These findings challenge the assumption that students rely on generative AI only for surface-level fixes. With proper instruction and support, students can engage with AI in thoughtful, ethical, and academically meaningful ways. The study highlights the need to incorporate AI literacy into academic writing instruction to help students develop effective and responsible prompting strategies.
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Adel, A., Ahsan, A., & Davison, C. (2024). ChatGPT Promises and Challenges in Education: Computational and Ethical Perspectives. Education Sciences, 14(8), 814. https://doi.org/10.3390/educsci14080814
Asakereh, A., Yousofi, N., & Weisi, H. (2019). Critical content analysis of English textbooks used in the Iranian education system: Focusing on ELF features. Issues in Educational Research, 29(4).
Başar, T., & Şahi̇N, L. (2022). Technology integration in teaching English as a foreign language: A content analysis study. Journal of Educational Technology and Online Learning, 5(1), 204–222. https://doi.org/10.31681/jetol.972577
Cong-Lem, N., & Daneshfar, S. (2024). Generative AI and Second/Foreign Language Education from Vygotsky’s Cultural-Historical Perspective. In H. P. Bui & E. Namaziandost (Eds.), Innovations in Technologies for Language Teaching and Learning (Vol. 1159, pp. 175–188). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-63447-5_10
Farhi, F., Jeljeli, R., Aburezeq, I., Dweikat, F. F., Al-shami, S. A., & Slamene, R. (2023). Analyzing the students’ views, concerns, and perceived ethics about chat GPT usage. Computers and Education: Artificial Intelligence, 5, 100180. https://doi.org/10.1016/j.caeai.2023.100180
Green-Eneix, C., & Kohnke, L. (2025). Generative AI and chatbots. In A. A. Y. Wang & G. Dizon (Eds.), Insights into AI and Language Teaching and Learning (pp. 240–260). Castledown. https://doi.org/10.29140/9781763711600-14
Hashemnezhad, H. (2022). Inflamed EFL Learning: A Qualitative Study to Explore Factors Affecting EFL Learning. HOW, 29(1), 129–153. https://doi.org/10.19183/how.29.1.601
Hwang, M., Jeens, R., & Lee, H.-K. (2024). Exploring Learner Prompting Behavior and Its Effect on ChatGPT-Assisted English Writing Revision. The Asia-Pacific Education Researcher, 34(3), 1157–1167. https://doi.org/10.1007/s40299-024-00930-6
Javier, D. R. C., & Moorhouse, B. L. (2023). Developing secondary school English language learners’ productive and critical use of ChatGPT. TESOL Journal, 15(2), e755. https://doi.org/10.1002/tesj.755
Khairuddin, Z., Rahmat, N. H., Mohd Noor, M., & Khairuddin, Z. (2021). The Use of Rhetorical Strategies in Argumentative Essays. Pertanika Journal of Social Sciences and Humanities, 29(S3). https://doi.org/10.47836/pjssh.29.s3.14
Klimova, B., Pikhart, M., & Al-Obaydi, L. H. (2024). Exploring the potential of ChatGPT for foreign language education at the university level. Frontiers in Psychology, 15, 1269319. https://doi.org/10.3389/fpsyg.2024.1269319
Kohnke, L. (2023). L2 Learners’ Perception of a Chatbot as a Potential Independent Language Learning Tool. International Journal of Mobile Learning and Organisation, 17(1/2), 214–226. https://doi.org/10.1504/IJMLO.2023.10053355
Kong, S.-C., Lee, J. C.-K., & Tsang, O. (2024). A pedagogical design for self-regulated learning in academic writing using text-based generative artificial intelligence tools: 6-P pedagogy of plan, prompt, preview, produce, peer-review, portfolio-tracking. Research and Practice in Technology Enhanced Learning, 19, 030. https://doi.org/10.58459/rptel.2024.19030
Levine, S., Beck, S. W., Mah, C., Phalen, L., & PIttman, J. (2025). How do students use CHATGPT as a writing support? Journal of Adolescent & Adult Literacy, 68(5), 445–457. https://doi.org/10.1002/jaal.1373
Mabuan, R. A. (2024). ChatGPT and ELT: Exploring Teachers’ Voices. International Journal of Technology in Education, 7(1), 128–153. https://doi.org/10.46328/ijte.523
Marzuki, Widiati, U., Rusdin, D., Darwin, & Indrawati, I. (2023). The impact of AI writing tools on the content and organization of students’ writing: EFL teachers’ perspective. Cogent Education, 10(2). https://doi.org/10.1080/2331186x.2023.2236469
Ngo, T. T. A. (2023). The Perception by University Students of the Use of ChatGPT in Education. International Journal of Emerging Technologies in Learning (iJET), 18(17), 4–19. https://doi.org/10.3991/ijet.v18i17.39019
Ramage, J. D., Bean, J. C., & Johnson, J. (2019). Writing Arguments: A Rhetoric with Readings 11th Ed. (11th ed.). Pearson.
Sawalha, G., Taj, I., & Shoufan, A. (2024). Analyzing student prompts and their effect on ChatGPT’s performance. Cogent Education, 11(1). https://doi.org/10.1080/2331186x.2024.2397200
Tan, Z., Wang, S., Yang, Z., Chen, G., Huang, X., Sun, M., & Liu, Y. (2020). Neural machine translation: A review of methods, resources, and tools. AI Open, 1, 5–21. https://doi.org/10.1016/j.aiopen.2020.11.001
Teng, M. F. (2023). Scientific Writing, Reviewing, and Editing for Open-access TESOL Journals: The Role of ChatGPT. International Journal of TESOL Studies. https://doi.org/10.58304/ijts.20230107
Tossell, C. C., Tenhundfeld, N. L., Momen, A., Cooley, K., & De Visser, E. J. (2024). Student Perceptions of ChatGPT Use in a College Essay Assignment: Implications for Learning, Grading, and Trust in Artificial Intelligence. IEEE Transactions on Learning Technologies, 1–15. https://doi.org/10.1109/TLT.2024.3355015
Wang, J., Liao, Y., Liu, S., Zhang, D., Wang, N., Shu, J., & Wang, R. (2024). The impact of using ChatGPT on academic writing among medical undergraduates. Annals of Medicine, 56(1). https://doi.org/10.1080/07853890.2024.2426760
Welding, L. (2023). Half of College Students Say Using AI Is Cheating | BestColleges. Best Colleges. https://www.bestcolleges.com/research/college-students-ai-tools-survey/
Werdiningsih, I., Marzuki, Indrawati, I., Rusdin, D., Ivone, F. M., Basthomi, Y., & Zulfahreza. (2024). Revolutionizing EFL writing: Unveiling the strategic use of ChatGPT by Indonesian master’s students. Cogent Education, 11(1). https://doi.org/10.1080/2331186x.2024.2399431
Wulyani, A. N., Widiati, U., Muniroh, S., Rachmadhany, C. D., Nurlaila, N., Hanifiyah, L., & Sharif, T. I. S. T. (2024). Patterns of utilizing AI–assisted tools among EFL students: Need surveys for assessment model development. LLT Journal: A Journal on Language and Language Teaching, 27(1), 157–173. https://doi.org/10.24071/llt.v27i1.7966
Xiao, Y., & Zhi, Y. (2023). An Exploratory Study of EFL Learners’ Use of ChatGPT for Language Learning Tasks: Experience and Perceptions. Languages, 8(3), 212. https://doi.org/10.3390/languages8030212
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