English Students’ Dependency on ChatGPT in Academic Translation: A Qualitative Case Study
DOI:
https://doi.org/10.31849/nsevqm96Keywords:
Academic Translation, ChatGPT , Technology DependencyAbstract
The increasing integration of artificial intelligence (AI) in higher education has changed the way students complete academic tasks, including academic translation. Although ChatGPT provides valuable support in language-related activities, excessive reliance on this technology may influence students’ independent translation abilities. This study aims to explore English students’ dependency on ChatGPT in academic translation, focusing on how students rely on ChatGPT, the factors influencing their dependency, and its impact on independent translation practices. This research employed a qualitative case study design involving five English Study Program students at STKIP Taman Siswa Bima who had experience using ChatGPT for academic translation. The five participants were considered sufficient as the interview data had reached saturation, with no substantially new themes emerging from the data. Data were collected through semi-structured interviews and supporting documentation, including screenshots of students’ interactions with ChatGPT. The data were analyzed using thematic analysis following Braun and Clarke’s framework. The findings revealed that students’ dependency on ChatGPT developed gradually through different patterns of reliance, ranging from selective assistance for vocabulary, grammar correction, and explanation to more extensive reliance through full-text translation. The dependency was influenced by students’ linguistic challenges, such as limited vocabulary and grammar difficulties, as well as ChatGPT’s efficiency, accessibility, and convenience. Furthermore, ChatGPT provided benefits for vocabulary development, grammar awareness, and text comprehension; however, excessive reliance could reduce students’ independent efforts, critical thinking, and confidence in their own translation abilities. The study highlights the importance of responsible AI integration to support learning while maintaining students’ translation competence and autonomy.
References
Artificial Intelligence in Education: Tailoring Curriculum to Individual Student Needs through AI-Based Systems. Library Progress International|, 44(3), 8847–8856.
Al Rousan, R., Jaradat, R., & Malkawi, M. (2025). ChatGPT translation vs. human translation: an examination of a literary text. Cogent Social Sciences, 11(1), 1–22. https://doi.org/10.1080/23311886.2025.2472916
Andriani, R., Kasriyati, D., & Syalshabillah, A. (2025). Learning to Translate in Digital Age: The Role of Self-Efficacy in Online Independence.
Ali, M., & Emre, C. (2021). Artificial Intelligence in Education ( AIEd ): a high ‑ level academic and industry note 2021. AI and Ethics, 2(1), 157–165. https://doi.org/10.1007/s43681-021-00074-z
Almusaed, A., Almssad, A., Yitmen, I., & Homod, R. Z. (2023). education sciences Enhancing Student Engagement : Harnessing “ AIED ”’ s Power in Hybrid Education — A Review Analysis. Education Sciences, 13(7), 632. https://doi.org/https:// doi.org/10.3390/educsci13070632
Atarchi, K., Elamari, A., & Marouane, M. (2024). The Role of Artificial Intelligence Translation Tools in Academic Translation: Faculties of Pure Sciences as a Case Study. International Journal of Translation and Interpretation Studies, 4(3), 7–17. https://doi.org/10.32996/ijtis
Boukhelef, F., & Djadani, M. (2023). Strategies Of Academic Translation. مجلة جسور المعرفة, 9(4), 238–253. https://doi.org/10.35645/1711-009-004-019
Braun, V., Clarke, V., Hayfield, N., & Terry, G. (2019). Thematic Analysis. In P. Liamputtong (Ed.), Handbook of Research Methods in Health Social Sciences (pp. 843–860). Springer Nature Singapore Pte Ltd.
Chen, L., Chen, P., & Lin, Z. (2020). Artificial Intelligence in Education: A Review. IEEE Access, 8, 75264–75278. https://doi.org/10.1109/ACCESS.2020.2988510
Cox, A. M., & Mazumdar, S. (2024). Defining artificial intelligence for librarians. Journal of Librarianship and Information Science, 56(2), 330–340. https://doi.org/10.1177/09610006221142029
Creswell, J. W., & Báez, J. C. (2021). 30 Essential Skills for the Qualitative Researcher (second).
Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: the state of the field. International Journal of Educational Technology in Higher Education, 20(1), 22. https://doi.org/10.1186/s41239-023-00392-8
Dakhi, E. S. K. S., Muchlas Suseno, & Samsi Setiadi. (2025). Understanding Efl Students’ Dependency on Chatgpt in English Language Learning: Evidence From Indonesian Higher Education. Ndrumi : Jurnal Ilmu Pendidikan Dan Humaniora, 8(1), 1–13. https://doi.org/10.57094/ndrumi.v8i1.2872
Deng, X., & Yu, Z. (2022). A Systematic Review of Machine-Translation-Assisted Language Learning for Sustainable Education. Sustainability, 14(13), 7598. https://doi.org/https://doi.org/10.3390/ su14137598 Academic
Du, Z., & Hashimoto, K. (2025). AcademiCraft : Transforming WritingAssistance for English for Academic Purposes with Multi-Agent System Innovations. Information, 4(16), 254. https://doi.org/https://doi.org/10.3390/info16040254
Firdes, A. P. (2025). Students’ Voices: Using ChatGPT for Learning English. ELT-Lectura, 12(2), 125–138. https://doi.org/https://doi.org/10.31849/9yvvmy21
Gao, Y., Wang, R., & Hou, F. (2023). Unleashing the Power of ChatGPT for Translation: An Empirical Study. Unleashing the Power of ChatGPT for Translation: An Empirical Study. https://doi.org/10.1145/3700410.3702123
Ghosh, S., & Caliskan, A. (2023). ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns : Findings across Bengali and Five other Low-Resource Languages. AIES ’23 / Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 901–912. https://doi.org/10.1145/3600211.3604672
Gonçalves, L. L., Eg, A., Bortolanza, S., King, M., Santos, H., Rodrigues, D., Lucia, A., & King, S. (2022). Evaluation of Digital Dependence of Employees in the Organizational Environment. INQUIRY: The Journal of Health Care, 59, 1–8. https://doi.org/10.1177/00469580211055582
Harry, A. (2023). Role of AI in Education. Injuruty: Interdiciplinary Journal and Humanity, 2(3), 260–268.
Hasanein, A. M., & Sobaih, A. E. E. (2023). Drivers and Consequences of ChatGPT Use in Higher Education : Key Stakeholder Perspectives. European Journal of Investigation in Health, Psychology and Education, 13(11), 2599–2614. https://doi.org/10.3390/ejihpe13110181
Hilal, S., Yusanto, Y., & Saylendra, A. (2024). KECERDASAN BUATAN SEBAGAI SUMBER MOTIVASI: PERSPEKTIF MAHASISWA DALAM MENYELESAIKAN TUGAS AKHIR Samsu. Jurnal PIPA: Pendidikan Ilmu Pengetahuan Alam, 32(3), 167–186.
Jiang, Z., Lv, Q., Zhang, Z., & Lei, L. (2024). Distinguishing Translations by Human, NMT, and ChatGPT: A Linguistic and Statistical Study. In arXiv. https://doi.org/https://doi.org/10.48550/arXiv.2312.10750
Korstjens, I., & Moser, A. (2018). Series : Practical guidance to qualitative research . Part 4 : Trustworthiness and publishing. European Journal of General Practice, 24(1), 120–124. https://doi.org/10.1080/13814788.2017.1375092
Kumar, D., Haque, A., Mishra, K., Islam, F., Mishra, B. K., & Ahmad, S. (2023). Exploring the Transformative Role of Artificial Intelligence and Metaverse in Education : A Comprehensive Review Explorando el Papel Transformador de la Inteligencia Artificial y el Metaverso en la Educación : Una revisión exhaustiva. Metaverse Basic and Applied Research, 2, 55. https://doi.org/10.56294/mr202355
Maamuujav, U., Booth, C., & Chung, H. (2021). Syntactic and lexical features of adolescent L2 students’ academic writing. Journal of Second Language Writing, 53, 100822. https://doi.org/10.1016/j.jslw.2021.100822
Matarazzo, A., & Torlone, R. (2025). A Survey on Large Language Models with some Insights on their Capabilities and Limitations. In arXiv. https://doi.org/10.1016/j.jslw.2021.100822
Ngoc, N., Truc, T., An, N., Phat, L., San, N., & Thu, T. (2025). The Benefits and Challenges of AI Translation Tools in Translation Education at the Tertiary Level : A Systematic Review. International Journal of TESOL & Education, 5(2), 132–148. https://doi.org/https://doi.org/10.54855/ijte.25527
Ningrum, D. K. S., Sofyan, R., & Saragih, E. (2024). EXPLORING LINGUISTIC COMPETENCE IN ACADEMIC TEXT TRANSLATION BY PROFESSIONALS. 8(1), 301–313. https://doi.org/10.30743/ll.v8i1.9277
Peng, K., Ding, L., Zhong, Q., Shen, L., Liu, X., Zhang, M., Ouyang, Y., & Tao, D. (2023). Towards Making the Most of ChatGPT for Machine Translation. Findings of the Association for Computational Linguistics: EMNLP 2023, 5622–5633. https://doi.org/10.18653/v1/2023.findings-emnlp.373
Pham, A., Nguyen, L., & Pham, V. (2022). English language students ’ perspectives on the difficulties in translation : Implications for language education. JOURNAL OF LANGUAGE AND LINGUISTIC STUDIES, 18(1), 180–189. https://doi.org/10.52462/jlls.174
Pikhart, M. (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
Sárdi, C. (2023). Exploring the Complexities of L2 English Academic Writing Towards a Comprehensive Approach to Teaching English for Academic Purposes 1. Pázmány Papers, 1(1), 308–323. https://doi.org/https://doi.org/10.69706/PP.2023.1.1.18
Stepney, N. S., Provost, F., Bhangu, S., & Caduff, C. (2023). Introduction to qualitative research methods : Part 2. Perspectives in Clinical Research, 14(2), 95–99. https://doi.org/10.4103/picr.picr
Szmyd, K., & Mitera, E. (2024). The Impact of Artificial Intelligence on the Development of Critical Thinking Skills in Students. European Research Studies Journal, 27(2), 1022–1039.
Thüs, D., Malone, S., & Brünken, R. (2024). Exploring generative AI in higher education : a RAG system to enhance student engagement with scientific literature. Frontiers in Psychology, 15, 1474892. https://doi.org/10.3389/fpsyg.2024.1474892
Tu, & Mai, D. H. (2024). Navigating the Convenience Trap with ChatGPT and Google Translate: The Risks of Homogenization in Translation Teaching for Vietnamese Students. International Journal of Linguistics, Literature and Translation, 7(8), 244–255. https://doi.org/10.32996/ijllt.2024.7.8.28
Welsby, P., Cheung, B. M. Y., & Faculty. (2023). ChatGPT. Postgraduate Medical Journal, 99(1176), 1047–1048. https://doi.org/https://doi.org/10.1093/postmj/qgad056
Wu, H., Ni, H., Luo, W., & Wu, T. (2026). Development and validation of the AI dependence scale for Chinese undergraduates and a preliminary exploration. Frontiers in Psychology, 16, 1725393. https://doi.org/10.3389/fpsyg.2025.1725393
Yin, R. K. (2018). Case Study Research and Applications: Design and Methods (6th ed.) (6th ed., Vol. 11). Sage Publication, Inc.
Zhang, S., Zhao, X., Zhou, T., & Kim, J. H. (2024). Do you have AI dependency ? The roles of academic self-efficacy , academic stress , and performance expectations on problematic AI usage behavior. International Journal of Educational Technology in Higher Education, 21, 34. https://doi.org/https://doi.org/10.1186/s41239-024-00467-0
Downloads
Published
Issue
Section
License
Copyright (c) 2026 NUR ANITA, Sholihin, Muhammad Yani

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
1. License
Use of articles will be governed by the Creative Commons Attribution - ShareAlike license as currently displayed on Creative Commons Attribution - ShareAlike 4.0 International License (CC BY-SA)
The author warrants that the article is original, written by stated author(s), has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author(s).
ELT-Lectura Studies and Perspective in English Language Teaching's spirit is to disseminate articles published are as free as possible. Under the Creative Commons license, Halaman Olahraga Nusantara permits users to copy, distribute, display, and perform the work. Users will also need to attribute authors and ELT-Lectura Studies and Perspective in English Language Teaching on distributing works in the journal and other media of publications.
4. Rights of Authors
Authors retain all their rights to the published works, such as (but not limited to) the following rights;
1. Copyright and other proprietary rights relating to the article, such as patent rights,
2. The right to use the substance of the article in own future works, including lectures and books,
3. The right to reproduce the article for own purposes,
4. The right to enter into separate, additional contractual arrangements for the non-exclusive distribution of the article's published version (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal ELT-Lectura Studies and Perspective in English Language Teaching.
5. Co-Authorship
If the article was jointly prepared by more than one author, any authors submitting the manuscript warrants that he/she has been authorized by all co-authors to be agreed on this copyright and license notice (agreement) on their behalf, and agrees to inform his/her co-authors of the terms of this policy. ELT-Lectura Studies and Perspective in English Language Teaching will not be held liable for anything that may arise due to the author(s) internal dispute. ELT-Lectura Studies and Perspective in English Language Teaching will only communicate with the corresponding author.
6. Royalties
Being an open accessed journal and disseminating articles for free under the Creative Commons license term mentioned, author(s) aware that ELT-Lectura Studies and Perspective in English Language Teaching entitles the author(s) to no royalties or other fees.














