Exploring AI-mediated linguistic and cognitive support for non-native English speakers in English-only higher education

Authors

  • Ching-Yi Tien I-Shou University
  • Noor Azam Haji-Othman Universiti Brunei Darussalam

DOI:

https://doi.org/10.12928/eltej.v8i3.14228

Keywords:

Artificial intelligence, Higher education, Language learning, Cognitive ability, NNES student

Abstract

The release of ChatGPT by OpenAI in 2022 marked a major milestone, beginning a new phase in how artificial intelligence (AI) is used in education and transforming the way students access and engage with academic resources. This study explores how non-native English-speaking students handle the language challenges of content-area courses in higher education when instruction is focused solely on professional subjects in an English-only setting, with limited explicit language support to improve English skills. Using a sample of undergraduate students (N = 63), this research examines differences in AI tool usage, perceptions, and outcomes based on gender, nationality, major, and year of study. Independent samples t-tests and one-way ANOVA were performed on variables that measure perceived language learning benefits, cognitive skill development, creative tool use, and the overall effectiveness of AI tools. Open-ended questions provided qualitative data for this study. The findings show that AI and Generative AI tools meet students’ linguistic needs, address cognitive demands, support personalized learning, enhance understanding of subject material, and improve academic performance. Contrary to earlier research suggesting male students are more proficient with AI, this study finds that female students are more likely to view AI tools as beneficial for integrating thinking and higher-order cognitive skills. The study also discusses potential challenges related to AI use and notes its methodological limitations.

References

Al-Harahsheh, A., Almahasees, Z., & Al Rousan, R. (2025). The use of ChatGPT in academic writing by university students in Jordan. International Journal of Information and Education Technology, 15(7), 1468–1476. https://doi.org/10.18178/ijiet.2025.15.7.2348

Alharbi, K., & Khalil, L. (2023). Artificial Intelligence (AI) in ESL vocabulary learning: An exploratory study on students’ and teachers’ perspectives. Migration Letters, 20(S12), 1030–1045. https://www.researchgate.net/publication/380465714

Alhur, A. A., Khlaif, Z.N., Hamamra, B., Hussein, E. (2025) Paradox of AI in Higher Education: Qualitative Inquiry Into AI Dependency Among Educators in Palestine. JMIR Med Educ, 11:e74947. hppts://doi: 10.2196/74947

Alqarni, O. M., Curle, S., Mahdi, H. S., & Ali, J. K. M. (2024). Medical Students’ Perceptions of ChatGPT Integration in English Medium Instruction: A Study from Saudi Arabia. Forum for Linguistic Studies, 6(5), 749–763. https://doi.org/10.30564/fls.v6i5.6975

Bälter, O., Kann, V., Mutimukwe, C., & Malmström, H. (2024). English-medium instruction and impact on academic performance: A randomized control study. Applied Linguistics Review, 15(6), 23732396. https://doi.org/10.1515/applirev-2022-0093

Burkhard, M. (2022). Student perceptions of AI-powered writing tools: Towards individualized teaching strategies. In Proceedings of the 19th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2022) (pp. 73–81). IADIS Press. https://eric.ed.gov/?id=ED626893

Campbell, L. O., & Cox, T. D. (2024). Utilizing Generative AI in Higher Education Teaching and Learning. Journal of the Scholarship of Teaching and Learning, 24(4), 162-173. https://doi.org/10.14434/josotl.v24i4.36575

Chen, X., Zhou, X., & Goh, Y. S. (2026). How Chinese as a foreign language learners use generative AI for oral script-writing: A qualitative perspective on cognitive scaffolding in project-based learning. Acta Psychologica, 262, 106071. https://doi.org/10.1016/j.actpsy.2025.106071

Chen, Y. (2024). Exploring the impact of ChatGPT on Chinese students’ foreign language anxiety in EMI higher education. Journal of Education, Humanities and Social Sciences, 39, 347–360. https://doi.org/10.54097/psy0yy79

Choi, W. (2025). The role of changes in pronunciation ability and anxiety through Gen-AI on EFL learners’ self-directed speaking motivation and social interaction confidence: A CHAT perspective. System, 133, 103788. https://doi.org/10.1016/j.system.2025.103788

Chuang, P.-L., & Yan, X. (2025). Language assessment in the era of generative artificial intelligence: Opportunities, challenges, and future directions. System, 134, 103846. https://doi.org/10.1016/j.system.2025.103846

Ding, A.-C. E., Shi, L., Yang, H., & Choi, I. (2024). Enhancing teacher AI literacy and integration through various case studies in teacher professional development. Computers and Education Open, 6, 100178. https://doi.org/10.1016/j.caeo.2024.100178

Dizon, G., & Gayed, J. M. (2024). A systematic review of Grammarly in L2 English writing contexts. Cogent Education, 11(1), Article 2397882. https://doi.org/10.1080/2331186X.2024.2397882

Gayed, J. M. (2025). Educators’ perspective on artificial intelligence: equity, preparedness, and development. Cogent Education, 12(1), Article 2447169. https://doi.org/10.1080/2331186X.2024.2447169

George, D., & Mallery, P. (2003). SPSS for Windows Step by Step: A Simple Guide and Reference (4th ed.). Boston: Allyn & Bacon.

Gerlich, M. (2025). AI Tools in Society: Impacts on Cognitive Offloading and the Future of Critical Thinking. Societies, 15(1), 6. https://doi.org/10.3390/soc15010006

Hashem Mahmoud Muslim al-Zyoud (2020). The Role of Artificial Intelligence in Teacher Professional Development. Universal Journal of Educational Research, 8(11B), 6263–6272. http://doi:10.13189/ujer.2020.082265

He, G. (2025). Predicting learner autonomy through AI-supported self-regulated learning: A social cognitive theory approach. Learning and Motivation, 92, 102195. https://doi.org/10.1016/j.lmot.2025.102195

Hillman, N. (2025, February 26). Student generative AI survey 2025. Higher Education Policy Institute (HEPI). https://www.hepi.ac.uk/2025/02/26/student-generative-ai-survey-2025/

Holmes, W., Bialik, M., & Fadel, C. (2023). Artificial Intelligence in Education. Globethics Publications, 621–653. https://doi.org/10.58863/20.500.12424/4276068

Huang, Y. K., Chang, M., & Liu, S. (2025). Taiwanese high school students’ perspectives on artificial intelligence and its applications. Computers in Human Behavior Reports, 17, 100550. https://doi.org/10.1016/j.chbr.2024.100550

Humanika, E. S. & Radjaban, R, Y. (2024). Shaping the future of translation careers: Student interest and the need for curriculum reform in the AI Era. English Language Teaching Educational Journal, 7(3), 139-149. https://doi.org/10.12928/eltej.v7i3.12016

Kwok, A. P. K., Wong, Y. H., Wong, K. C., & Chan, C. H. (2024). AI Meeting Assistants in English-medium university lectures in Hong Kong, China: A double-edged sword for student perception. International Journal of Information and Education Technology, 14(9), 1271–1276. https://doi.org/10.18178/ijiet.2024.14.9.2156

Lin, L., & Tsou, W. (2025). Technology-mediated online EMI professional development: Developing faculty self-efficacy and teaching practice through the community of inquiry framework. System, 133, 103727. https://doi.org/10.1016/j.system.2025.103727

Liu, H., & Fan, J. (2025). AI-Mediated Communication in EFL Classrooms: The Role of Technical and Pedagogical Stimuli and the Mediating Effects of AI Literacy and Enjoyment. European Journal of Education, 60(1), e12813. https://doi.org/10.1111/ejed.12813

Liu, S., Guo, D., Sun, J., Yu, J., & Zhou, D. (2020). MapOnLearn: The use of maps in online learning systems for education sustainability. Sustainability,12(17), https://doi.org/10.33902/su12177018

Lu, J, Zheng R, Gong Z, & Xu H. (2024). Supporting teachers’ professional development with generative AI: the effects on higher-order thinking and self-efficacy. IEEE Trans Learn Technol 17:1279 1289. https://doi.org/10.1109/tlt. 2024.3369690

Moorhouse, B. L. (2024). Generative artificial intelligence and ELT. ELT Journal, 78(4), 378–392. https://doi.org/10.1093/elt/ccae032

Moorhouse, B. L., & Wong, K. M. (2025). Generative Artificial Intelligence and Language Teaching. Cambridge University Press. https://doi.org/10.1017/9781009618823

Moorhouse, B. L., Wan, Y., Wu, C., Wu, M., & Ho, T. Y. (2025). Generative AI tools and empowerment in L2 academic writing. System, 133, 103779. https://doi.org/10.1016/j.system.2025.103779

Ng, D. T. K., Leung, J. K. L., Su, J., Ng, R. C. W., &, Chu S. K. W. (2023). Teachers’ AI digital competencies and twenty-first century skills in the postpandemic world. Educational Technology Research & Development, 71(1), 137–161. https://doi.org/10.1007/s11423-023-10203-6

Ng, D. T. K., Xinyu, C., Lok Leung, J. K., & Wah Chu, S. K. (2024). Fostering students' AI literacy development through educational games: AI knowledge, affective and cognitive engagement. Journal of Computer Assisted Learning, 40(5), 2049-2064. https://doi.org/10.1111/jcal.13009

Nga, L. T. T., & Ha, D. H. (2024). Using artificial intelligence to enhance students' vocabulary in higher education. Journal of Contents Computing, 6(1), 1–11. https://doi.org/10.9728/jcc.2024.06.6.1.1

Nguyen, H. T., & Nguyen, P. T. (2025). ChatGPT in Language Education: Applications and Implications for Teaching and Learning. Educational Process: International Journal, 18, e2025464. https://doi.org/10.22521/edupij.2025.18.464

Nguyen, T. H. M. (2025). Factors affecting the use of ChatGPT in academic writing perceived by English-majored students. VNU Journal of Foreign Studies, 41(3), 110–125. https://doi.org/10.63023/2525-2445/jfs.ulis.5519

Nguyen, T. T. P. (2023). Factors affecting the use of ChatGPT in academic writing perceived by English-majored students. VNU Journal of Foreign Studies, 39(4), 47–59. https://doi.org/10.25073/2525-2445/vnufs.4763

Ozfidan, B., El-Dakhs, D. A. S., & Alsalim, L. A. (2024). The use of AI tools in English academic writing by Saudi undergraduates. Contemporary Educational Technology, 16(4), ep527. https://doi.org/10.30935/cedtech/15013

Rahimi, A. R., Sheyhkholeslami, M., & Mahmoudi Pour, A. (2025). Uncovering personalized L2 motivation and self-regulation in ChatGPT-assisted language learning: A hybrid PLS-SEM-ANN approach. Computers in Human Behavior Reports, 17, 100539. https://doi.org/10.1016/j.chbr.2024.100539

Salido, A., Syarif, I., Sitepu, M. S., Suparjan, Wana, P. R., Taufika, R., & Melisa, R. (2025). Artificial intelligence and critical thinking in higher education: A bibliometric and systematic review. Social Sciences & Humanities Open, 12, 101924. https://doi.org/10.1016/j.ssaho.2025.101924

Shalevska, E. (2024). The future of political discourse: AI and media literacy education. Journal of Legal and Political Education, (1), 50-61. https://doi.org/10.47305/JLPE2411050sh

Tang, B., Nie, S., Liang, Y., Xu, C., & Li, J. (2025). Gender differences in engagement with generative AI tools in academic contexts. PNAS Nexus, 4(2), pgae591. https://doi.org/10.1093/pnasnexus/pgae591

Tarisayi, K., & Manhibi, R. (2025). Revolutionizing Education in Zimbabwe: Stakeholder Perspectives on Strategic AI Integration. Journal of Learning and Teaching in Digital Age, 10(1), 87-93. https://doi.org/10.53850/joltida.1493508

Thangthong, P., Phiromsombut, J., & Imsa-ard, P. (2024). Navigating AI writing assistance tools: Unveiling the insights of Thai EFL learners. THAITESOL Journal, 37(1), 111–131.

Torun, F. & Ozer Sanal, S. (2025). The perspectives of academicians and students regarding the use of generative artificial intelligence in higher education. International Journal of Technology in Education (IJTE), 8(1), 65-87. https://doi.org/10.46328/ijte.883

Tran, T. N. M. (2025). Factors affecting the use of ChatGPT in academic writing perceived by English-majored students. VNU Journal of Foreign Studies, 41(3), 110–125. https://doi.org/10.63023/2525-2445/jfs.ulis.5519

Trošelj, D. B., Maričić, S., & Ćurić, A. (2024). Growing Interest in AI in Education: Systematic Literature Review. In M. Shelley & O. T. Ozturk (Eds.), Proceedings of ICRES 2024-- International Conference on Research in Education and Science (pp. 2410-2427), Antalya, Turkiye. ISTES.

Tsou, W., Lin, A. M. Y., & Chen, F. (2024). Co-journeying with ChatGPT in tertiary education: identity transformation of EMI teachers in Taiwan. Language, Culture and Curriculum, 37(4), 529–543. https://doi.org/10.1080/07908318.2024.2362326

van Wyk, M. M. (2025). Student Teachers’ Leveraging GenAI Tools for Academic Writing, Design, and Prompting in an ODeL Course. Open Praxis, 17(1), pp. 95–107. https://doi.org/10.55982/ openpraxis.17.1.711

Wang, J., & Fan, W. (2025). The effect of ChatGPT on students’ learning performance, learning perception, and higher-order thinking: Insights from a meta-analysis. Humanities and Social Sciences Communications, 12(1), 1-21. https://doi.org/10.1057/s41599-025-04787-y

Wang, X., Gao, Y., Wang, Q., & Zhang, P. (2025). Fostering Engagement in AI-Mediate Chinese EFL Classrooms: The Role of Classroom Climate, AI Literacy, and Resilience. European Journal of Education, 60(1), e12874. https://doi.org/10.1111/ejed.12874

Wei, L. (2023). Artificial intelligence in language instruction: Impact on English learning achievement, L2 motivation, and self-regulated learning. Front. Psychol. 14:1261955. http://doi: 10.3389/fpsyg.2023.1261955

Xu, Q. (2024). Action research plan: a methodology to examine the impact of artificial intelligence (AI) on the cognitive abilities of university students. Discov Educ 3, 224. https://doi.org/10.1007/s44217-024-00330-4

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

Zhou, R., He, X., Fan, Q., Li, Y., Li, Y., Xiao, X., & Fang, J. (2025). Exploring ChatGPT-Facilitated Scaffolding in Undergraduates' Mathematical Problem Solving. Journal of Computer Assisted Learning, 41(4), e70077. https://doi.org/10.1111/jcal.70077

Downloads

Published

2025-12-15

How to Cite

Tien, C.-Y., & Haji-Othman, N. A. . (2025). Exploring AI-mediated linguistic and cognitive support for non-native English speakers in English-only higher education. English Language Teaching Educational Journal, 8(3), 164–176. https://doi.org/10.12928/eltej.v8i3.14228

Issue

Section

Articles