Bridging Technology and Pedagogy: AI Integration in ESP Teaching and Lecturer Readiness in Higher Education Institutions
DOI:
https://doi.org/10.33394/jollt.v14i2.18761Keywords:
Artificial intelligence, English for specific purposes, Digital pedagogy, Teacher readiness, AI integrationAbstract
Although the integration of Artificial Intelligence (AI) in higher education is increasingly developing, research that simultaneously examines student perceptions, classroom practices, and lecturer readiness in the ESP context in developing countries remains limited. This study aims to analyze the effect of AI integration on ESP learning effectiveness, identify implementation challenges, and evaluate lecturers’ pedagogical and ethical readiness. Using an explanatory sequential mixed-method design, this study involved 57 non-English major students in the quantitative phase, followed by interviews with 6 ESP lecturers and learning observations. The results show a strong and significant positive correlation between perceptions of AI use and ESP learning effectiveness (r = 0.712; p < 0.01). AI has the most impact on reading comprehension (M = 4.00) and ease of access to materials (M = 3.98). Qualitative findings identified four main themes: low critical digital literacy among students, minimal ethical awareness, suboptimal pedagogical readiness of lecturers, and limitations in institutional policies and infrastructure. These findings confirm the importance of institutional AI policies, ethics-based lecturer training, and strengthening digital literacy to support effective and responsible AI integration in ESP learning.
References
Acosta-Enriquez, B. G., Ballesteros, M. A., Pérez, C. R. V., Jordan, O. H., Vergara, J. A. M., Acosta, R. M., Vargas, C. G. A. P., & Castillo, J. C. A. (2025). AI in academia: How do social influence, self-efficacy, and integrity influence researchers’ use of AI models? Social Sciences & Humanities Open, 11, 101274. https://doi.org/10.1016/j.ssaho.2025.101274
Aghaziarati, A., Nejatifar, S., & Abedi, A. (2023). Artificial intelligence in education: Investigating teacher attitudes. AI and Tech in Behavioral and Social Sciences, 1(1), 35–42. https://doi.org/10.61838/kman.aitech.1.1.6
Al Zaidy, A. (2024). The impact of generative AI on student engagement and ethics in higher education. Journal of Information Technology, Cybersecurity, and Artificial Intelligence, 1(1), 30–38. https://doi.org/10.70715/jitcai.2024.v1.i1.004
Ananyina, A., Abramova, I., Shishmolina, E., & Yessengaliyeva, A. (2021). A New Pedagogical Model for Teaching English for Specific Purposes: Collaborative Educational Project. SHS Web of Conferences, 97, 1002. https://doi.org/10.1051/SHSCONF/20219701002
Asadi, M., Ebadi, S., & Mohammadi, L. (2025). The impact of integrating ChatGPT with teachers’ feedback on EFL writing skills. Thinking Skills and Creativity, 56, 101766. https://doi.org/10.1016/j.tsc.2025.101766
Ateeq, A., Alzoraiki, M., Milhem, M., & Ateeq, R. A. (2024). Artificial intelligence in education: implications for academic integrity and the shift toward holistic assessment. Frontiers in Education, 9, 1470979. https://doi.org/10.3389/feduc.2024.1470979
Butarbutar, R. (2024). Artificial intelligence for language learning and teaching: A narrative literature study. Englisia: Journal of Language, Education, and Humanities, 12(1), 147–163. https://doi.org/10.22373/ej.v12i1.23211
Chemaya, N., & Martin, D. (2024). Perceptions and detection of AI use in manuscript preparation for academic journals. PLoS One, 19(7), e0304807. https://doi.org/10.1371/journal.pone.0304807
Chen, X., Xie, H., Zou, D., & Hwang, G.-J. (2020). Application and theory gaps during the rise of artificial intelligence in education. Computers and Education: Artificial Intelligence, 1, 100002. https://doi.org/10.1016/j.caeai.2020.100002
Culp Jr, W. C. (2023). Artificial intelligence and ChatGPT: bane or boon for academic writing. The Journal of Education in Perioperative Medicine: JEPM, 25(2), E702. https://doi.org/10.46374/volxxv_issue2_Culp
Dou, A., Xu, W., Li, X., Zhang, S., & Zhang, J. (2025). Artificial Intelligence in Language Learning: International Journal of Distance Education Technologies, 23(1). https://doi.org/10.4018/IJDET.385045
Enamorado, M. Á. J. (2025). Development of Linguistic Competence in English for Specific Purposes Through ChatGPT: A Case Study. Journal of Language and Education, 11(1 (41)), 85–100. https://doi.org/10.17323/jle.2025.23745
Eva, M. (2016). Devising subject-specific materials for ESP courses. Проблемы Современной Науки и Образования, 30(72), 84–86. https://doi.org/10.20861/2304-2338-2016-72-001
Hwang, H. S., Zhu, L. C., & Cui, Q. (2023). Development and validation of a digital literacy scale in the artificial intelligence era for college students. KSII Transactions on Internet and Information Systems (TIIS), 17(8), 2241–2258. https://doi.org/10.3837/tiis.2023.08.016
Kallunki, V., Kinnunen, P., Pyörälä, E., Haarala-Muhonen, A., Katajavuori, N., & Myyry, L. (2024). Navigating the evolving landscape of teaching and learning: University faculty and staff perceptions of the artificial intelligence-altered terrain. Education Sciences, 14(7), 727. https://doi.org/10.3390/educsci14070727
Kurnia, L. I., Setyawan, B., Khoirunisa, R., Mustofa, A., Dja’far, V. H., & Purnomo, S. H. (2025). AI-Based English Module for Accounting Students. Transformational Language, Literature, and Technology Overview in Learning, 5(1), 1–10. https://doi.org/10.55047/transtool.v5i1.1983
Lenard, D. B., & Šokčević, K. (2024). ESP students’ attitudes towards using digital dictionaries and AI-based tools in language learning. E-Mentor, 107(5), 10–19. https://doi.org/10.15219/em107.1684
Luaran, J., Isham, M. A. N. B. M., & Jain, J. (2025). Leveraging Chatgpt for Pre-University Academic Writing: Opportunities, challenges, and implications for Instructional Technology. International Journal of Research and Innovation in Social Science, 9(4), 5291–5307. https://doi.org/10.47772/IJRISS.2025.90400380
Mahapatra, S. (2024). Impact of ChatGPT on ESL students’ academic writing skills: A mixed methods intervention study. Smart Learning Environments, 11(1), 9. https://doi.org/10.1186/s40561-024-00295-9
Martin, F., Zhuang, M., & Schaefer, D. (2024). Systematic review of research on artificial intelligence in K-12 education (2017–2022). Computers and Education: Artificial Intelligence, 6, 100195. https://doi.org/10.1016/j.caeai.2023.100195
Mohamad, S. N. A., & Nazlan, N. H. (2024). The educator’s dilemma: balancing AI advancements with ethical concerns in assessments for higher education. International Journal of E-Learning and Higher Education (IJELHE), 19(2), 73–91. https://doi.org/10.24191/ijelhe.v19n2.1925
Moorhouse, B. L. (2024). Beginning and first-year language teachers’ readiness for the generative AI age. Computers and Education: Artificial Intelligence, 6, 100201. https://doi.org/10.1016/j.caeai.2024.100201
Mutanga, M. B., Jugoo, V., & Adefemi, K. O. (2024). Lecturers’ Perceptions on the Integration of Artificial Intelligence Tools into Teaching Practice. Trends in Higher Education, 3(4), 1121–1133. https://doi.org/10.3390/higheredu3040066
Nguyen, L. T. H., Dinh, H., Dao, T. B. N., & Tran, N. G. (2025). Teachers’ Perceptions and Students’ Strategies in Using AI-Mediated Informal Digital Learning for Career ESL Writing. Education Sciences, 15(10), 1414. https://doi.org/10.3390/educsci15101414
Peña-Acuña, B., & Corga Fernandes Durão, R. (2024). Learning English as a second language with artificial intelligence for prospective teachers: a systematic review. Frontiers in Education, 9, 1490067. https://doi.org/10.3389/feduc.2024.1490067
Petricini, T., Zipf, S., & Wu, C. (2025). AI: Communicating academic honesty: teacher messages and student perceptions about generative AI. Frontiers in Communication, 10, 1544430. https://doi.org/10.3389/fcomm.2025.1544430
Pikhart, M., & Al-Obaydi, L. H. (2025). Reporting the potential risk of using AI in higher Education: Subjective perspectives of educators. Computers in Human Behavior Reports, 18, 100693. https://doi.org/10.1016/j.chbr.2025.100693
Pitts, G., Rani, N., Mildort, W., & Cook, E.-M. (2025). Students’ Reliance on AI in Higher Education: Identifying Contributing Factors. ArXiv Preprint ArXiv:2506.13845, 1–11. https://doi.org/10.48550/arXiv.2506.13845
Reuben, B., & Kabilan, M. K. (2024). Assessment of university lecturers’ readiness to adopt artificial intelligence (AI) technology in North-East of Nigeria. International Journal of Advanced Research in Education and Society, 6(2), 482–490. https://doi.org/10.55057/ijares.2024.6.2.41
Salmani-Nodoushan, M. A. (2020). English for Specific Purposes: Traditions, Trends, Directions. Online Submission, 7(1), 247–268. https://doi.org/10.24815/SIELE.V7I1.16342
Sanchez-Mateo, S., Abril-Jiménez, P., Alonso, L. G., Rodriguez-Ortiz, A., Lopez, R. C. O., & Gigosos, C. (2024). Co-Creating Ethical Responsibility Educational Materials For Using Generative Artificial Intelligence Tools In Engineering Students. EDULEARN24 Proceedings, 8963–8967. https://doi.org/10.21125/edulearn.2024.2162
Saragih, D. (2022). The use of dictation strategy to teach listening skill. Transformational Language, Literature, and Technology Overview in Learning (Transtool), 1(2), 1–10. https://doi.org/10.55047/transtool.v1i2.125
Septiyandini, W., Muriman, C., & Mayastinasari, V. (2024). The Impact of Artificial Intelligence (AI) on Human Resources: A Case Study of the Indonesian Police Institution. Policy, Law, Notary and Regulatory Issues, 4(1), 64–74. https://doi.org/10.55047/polri.v4i1.1540
Song, C., & Song, Y. (2023). Enhancing academic writing skills and motivation: assessing the efficacy of ChatGPT in AI-assisted language learning for EFL students. Frontiers in Psychology, 14, 1260843.
Tan, X., Cheng, G., & Ling, M. H. (2024). Artificial intelligence in teaching and teacher professional development: A systematic review. Computers and Education: Artificial Intelligence, 100355. https://doi.org/10.1016/j.caeai.2024.100355
Torres, P. J., & Kahveci, Y. E. (2025). Effectiveness of Artificial Intelligence (AI) in language teaching. Computers and Education: Artificial Intelligence, 9, 100522. https://doi.org/10.1016/j.caeai.2025.100522
Utami, S. P. T., & Winarni, R. (2023). Utilization of Artificial Intelligence Technology in an Academic Writing Class: How do Indonesian Students Perceive?. Contemporary Educational Technology, 15(4), 1–13. https://doi.org/10.30935/cedtech/13419
Van der Yeught, M. (2016). Developing English for Specific Purposes (ESP) in Europe: mainstream approaches and complementary advances. 13th ESSE Conference.
Wulandari, M., & Purnamaningwulan, R. A. (2024). Exploring Indonesian Efl Pre-Service Teachers’experiences In Ai-Assisted Teaching Practicum: Benefits And Drawbacks. LLT Journal: A Journal on Language and Language Teaching, 27(2), 878–894. https://doi.org/10.24071/llt.v27i2.8690
Yusfi, M., & Asmara, C. H. (2023). Exploring the impact of ChatGPT on English education department student’s motivation and performance. Journal of Teaching of English, 8(4), 383–392. https://doi.org/10.36709/jte.v8i4.380
Zaki, A. R. M., & Ulya, I. A. (2025). Analisis Kesiapan Pedagogis Dan Teknologis Guru Dalam Mengadopsi Ai Sebagai Sarana Pembelajaran Adaptif. Jurnal Pendidikan Indonesia, 6(7), 3220–3228. https://doi.org/10.59141/japendi.v6i7.8434
Zare, J., Al-Issa, A., & Madiseh, F. R. (2025). Interacting with ChatGPT in essay writing: A study of L2 learners’ task motivation. ReCALL, 1–18. https://doi.org/10.1017/S0958344025000035
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education–where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1–27. https://doi.org/10.1186/s41239-019-0171-0
Zechia, D. C. (2017). Professional Communication Skills and ESP Teaching in the Digital World. Scientific Bulletin of Naval Academy XX (1), 2–4. https://doi.org/10.21279/1454-864X-17-I1-088
Zhai, C., Wibowo, S., & Li, L. D. (2024). The effects of over-reliance on AI dialogue systems on students’ cognitive abilities: a systematic review. Smart Learning Environments, 11(1), 28. https://doi.org/10.1186/s40561-024-00316-7
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