EFL University Lecturers’ Perceptions of AI and Critical Thinking: Opportunities, Boundaries, and Assessment Dilemmas
DOI:
https://doi.org/10.25217/jed.v6i1.7376Keywords:
Generative AI, Critical thinking, EFL, Higher educationAbstract
This study explored EFL university lecturers’ perceptions of generative AI in relation to critical thinking, focusing on perceived opportunities, acceptable-use boundaries, and assessment dilemmas at the University of Zawia, Libya. A mixed-methods descriptive design was used, combining a questionnaire (N = 70) and semi-structured interviews (n = 10). Survey results showed moderate endorsement of AI opportunities for supporting critical thinking (M = 3.93, SD = 1.08), especially for language and comprehension support (M = 4.23, SD = 0.97) and higher-order question generation (M = 4.03, SD = 1.05). However, lecturers strongly emphasized boundaries for acceptable AI use (M = 4.42, SD = 0.89), particularly the need for an institutional policy (M = 4.60, SD = 0.73) and disclosure of AI use (M = 4.49, SD = 0.86). Assessment dilemmas were high (M = 4.17, SD = 0.98), with strongest concern about plagiarism/patchwriting risks (M = 4.40, SD = 0.84) and difficulty judging students’ own critical thinking (M = 4.24, SD = 0.97). Interview findings reinforced a “benefit–boundary tension,” highlighting preference for assessment redesign (in-class writing, oral defense, and process portfolios) over detection-based policing. The study recommends regulated-use guidance, staff training, and student integrity support.
References
Abdulghani, N., Masuwd, M., Alrumayh, S., Masoud, M., & Touré, Y. (2025). Maqasid al-Shariah as a Framework for Developing Critical Thinking in Islamic Higher Education. Journal of Islamic Studies and Social Science, 1(2), 47-63.
Abdullaha, L., Baroud, N., Alsaeh, F., kasheem, A., Alouzi, K., Shalghoum, N., & Abdullah, M. (2026). Advancing Sustainable Development Goals through Islamic Education: A Mixed-Methods Study among Scientific Disciplines at the University of Zawia. Amorti: Jurnal Studi Islam Interdisipliner, 5(1), 42–58. https://doi.org/10.59944/amorti.v5i1%20Januari.589
Abrahem, M. ., & Baroud, N. . (2025). EXPLORING CULTURAL, POLITICAL, AND SOCIOECONOMIC INFLUENCES ON COLLECTIVE PSYCHOLOGICAL RESILIENCE IN LIBYA. Jurnal Ilmu Psikologi Dan Kesehatan (SIKONTAN), 3(4), 163–176. https://doi.org/10.47353/sikontan.v3i4.2784
Al Dokali, N., Aljarmi, A., & Baroud, N. (2025). AI Applications in Chemistry Education: Student Engagement, Learning Outcomes, and Practical Insights. LAVOISIER: Chemistry Education Journal, 4(2), 140-154.https://doi.org/10.24952/lavoisier.v4i2.17475
Almajri, S., Baroud, N., Alouzi, K. M., & Kasheem, A. (2025). Islamic psychology: An integrative approach to human behavior and mental well-being. Bulletin of Islamic Research, 3(4), 687–704. https://doi.org/10.69526/bir.v3i4.353
Alouzi, K. M. (2024). Assessment of Requirements for the Creation of Course Materials for English as a Second Language for Students Majoring in Subjects Other Than English. Majapahit Journal of English Studies, 2(1), 19–34. https://doi.org/10.69965/mjes.v2i1.105
Alrumayh, S. (2025). AI and Qur’anic Interpretation: Exploring the Ethical and Epistemological Boundaries of Artificial Intelligence in Understanding the Qur’an. Al Furqan: Jurnal Ilmu Al Quran Dan Tafsir, 8(2), 223-239. https://doi.org/10.58518/alfurqan.v8i2.4243
Alrumayh, S., Ayad, N., Alouzi, K., Ibrahim, D., Abdullah, M., Masoud, M., & Kasheem, M. (2025). Perceptions of Islamic Studies, Sharia, and Law Students Towards the Use of Artificial Intelligence in English Learning. Action Research Journal Indonesia (ARJI), 7(3), 2238 – 2256. https://doi.org/10.61227/arji.v7i3.504
Ayad, N., Masuwd, M. A., & Alrumayh, S. (2025). From riba to zakat: An analytical study of Islamic economic principles and their distinction from conventional economics. Bulletin of Islamic Research, 3(4), 733–752. https://doi.org/10.69526/bir.v3i4.358
Baroud, N. (2024). A Systematic Comparison of Students Attitudes Toward Practical Work in Chemistry Department Faculty of Education, Zawia -University of Zawia: A Systematic Comparison of Students Attitudes Toward Practical Work . IJCER (International Journal of Chemistry Education Research), 8(2), 137–143. https://doi.org/10.20885/ijcer.vol8.iss2.art7
Bearman, M., Tai, J., Dawson, P., Boud, D., & Ajjawi, R. (2024). Developing evaluative judgement for a time of generative artificial intelligence. Assessment & Evaluation in Higher Education, 49(6), 893-905. https://doi.org/10.1080/02602938.2024.2335321
Bloom, B. S., Engelhart, M. D., Furst, E. J., Hill, W. H., & Krathwohl, D. R. (1956). Taxonomy of educational objectives: The classification of educational goals. Handbook 1: Cognitive domain (pp. 1103-1133). New York: Longman.
Boud, D., & Falchikov, N. (2006). Aligning assessment with long‐term learning. Assessment & evaluation in higher education, 31(4), 399-413. https://doi.org/10.1080/02602930600679050
Brown, H. D., & Abeywickrama, P. (2019). Language Assessment: Principles and Class-Room Practices (3rd Ed.). Pearson Education.
Creswell, J. W., & Clark, V. L. P. (2017). Designing and conducting mixed methods research. Sage publications.
Elihami, E., Masuwd, M. A., Sheerly, S., Ismail, I., Sitonda, S., & Sudirman, M. Y. (2024). Data-driven approaches in Islamic quality management and education technology for advancing sustainable development goals. Jurnal Pendidikan Progresif, 14(3), 1599–1616. http://dx.doi.org/10.23960/jpp.v14.i3.2024109
Ennis, R. H. (2011). The nature of critical thinking: An outline of critical thinking dispositions and abilities. University of Illinois, 2(4), 1-8.
Facione, P. (1990). Critical thinking: A statement of expert consensus for purposes of educational assessment and instruction (The Delphi Report).
Hadi, N., & Masuwd, M. A. (2025). Classical Cooperative Learning Model for Reading Classic Literature: Enhancing Student Independence Through Self-Regulation. Izdihar: Journal of Arabic Language Teaching, Linguistics, and Literature, 8(1). https://doi.org/10.22219/jiz.v8i1.36829
Hajijah, A., Nasution, M., Hasibuan, N. A. P., Hilda, L., & Baroud, N. Y. (2025). Fostering critical thinking through socio-scientific issue-based problem-based learning in stoichiometry instruction. JTK (Jurnal Tadris Kimiya), 10(1), 35–44. https://doi.org/10.15575/jtk.v10i1.43992
Hasibuan, A., Nasution, I. F. A., & Masuwd, M. (2024). Tarekat in the digital age: Transforming spirituality for the age of technology. Religia, 27(1), 13–30. https://doi.org/10.28918/religia.v27i1.2306
Hilman, C., Ishom, M., Sarkawi, S., & Alouzi, K. M. (2024). Adoption of mobile-assisted language learning in improving college students' English listening skills. International Journal of Teaching and Learning, 2(10), 2711–2722.
Husin, H., Aziz, A. bin A., & Masuwd, M. (2025). Integrating Al-Ghazali’s educational philosophy: Advancing transformative learning in Islamic schools in the digital era. SYAMIL: Journal of Islamic Education, 13(1), 29–51. https://doi.org/10.21093/sy.v13i1.10263
Ibrahim, D., Aboujanah, Y., Alouzi, K., Albshkar, H., Masoud, M., & Almajri, S. (2025). The Use of Artificial Intelligence-Based Translation Tools for Language Department Students. Journal of Arabic Literature, Teaching and Learning, 1(3), 76-92. https://jaliter.intischolar.id/index.php/jaliter/article/view/7
Kasheem, A., Baroud, N., & Almajri, S. K. (2025). The role of emotional intelligence in enhancing teacher-student relationships in rural schools. SIBATIK Journal: Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan, 4(8), 1693–1704. https://doi.org/10.54443/sibatik.v4i8.3158
Kasheem, M., Yahya, N., Shalghoum, N., Masuwd, M., Alriteemi, A., Abdullah, M., Alsaeh, F., & Alrumayh, S. (2025). Artificial Intelligence in Academic Research: Adoption, Opportunities, and Barriers among Faculty in Libya Higher Education. Multidisciplinary Journal of Thought and Research, 1(3), 109-127. https://mujoter.intischolar.id/index.php/mujoter/article/view/20
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, 102274.
Maati, A., Alzletni, N., Yahya, N., Barkah, S., Aladi, S., Alrumayh, S., … Masuwd, M. (2025). Bridging Faith and Sustainability: Faculty Attitudes toward Integrating Research Priorities with Islamic Educational Values and SDG 4. Journal of Multidisciplinary Research of Education, 1(3), 178–190. https://doi.org/10.34125/jomre.v1i3.34
Manshur, U., Hadi, N., & Masuwd, M. A. (2025). Classical cooperative learning model for reading classic literature: Enhancing student independence through self-regulation. Izdihar: Journal of Arabic Language Teaching, Linguistics, and Literature, 8(1), 105–120. https://doi.org/10.22219/jiz.v8i1.36829
Masoud, M., Kasheem, M., Barkah, S., Alsaeh, F., Baroud, N., & Albshkar, H. (2025). Balancing Technology and Empathy: Faculty Perceptions of Artificial Intelligence in University Counseling. Coution: Journal Counseling and Education, 6(2), 147-166.https://doi.org/10.47453/coution.v6i2.3624
Masuwd, M. (2026). Revitalizing the Mosque’s Role as an Economic Stabilizer for the Muslim Community: Social Fiqh Perspectives and Contemporary Practice. Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan, 20(1), 291–307. http://dx.doi.org/10.35931/aq.v20i1.5913
Masuwd, M. A. (2024). Islamic Pluralism and Küng’s Global Ethical Discourse: Toward a “Global-Maqāṣid” Centered Paradigm. Ittesaal–Journal of Connecting Discourses, 41-63. https://doi.org/10.64984/ijcd.1.2.2024.03
Masuwd, M., Sumanik, E. D., Sarkawi, S., & Amer, M. A. B. (2024). Measuring foreign language anxiety: Concerning students’ motivation and their self-perception. Int. J. Teach. Learn, 2(8), 2087-2099.
Messick, S. (1995). Validity of psychological assessment: Validation of inferences from persons' responses and performances as scientific inquiry into score meaning. American psychologist, 50(9), 741.
Muttaqin, M. Z., Alrumayh, S. H., & Barkah, S. A. M. (2026). Utilization of Social Media in Living Qur’an Learning: An Analysis of Generation Z Students. Tunjuk Ajar: Journal of Education and Culture, 2(1), 1–27. https://doi.org/10.64929/ta.v1i2.34
Paisun Paisun, Syarifah, & Masuwd, M. (2024). Investigating The Relationship Between Teacher Self-Efficacy and Student Achievement. Andragogi: Jurnal Pendidikan Dan Pembelajaran, 4(2), 94–108. https://doi.org/10.31538/adrg.v4i2.1303
Pallawagau, B., Masuwd, M., Alsayd, A. D., Albshkar, H. A., & Alzletni, N. S. (2025). Nasruddin Umar's love curriculum and its relation to Arabic language teaching: Socio-linguistic and semantic studies / منهج الحب عند نصر الدين عمر وعلاقته بتعليم اللغة العربية: دراسات اجتماعية لغوية ودلالية. Ijaz Arabi Journal of Arabic Learning, 8(2). https://doi.org/10.18860/ijazarabi.v8i2.32264
Paul, R., & Elder, L. (2019). The miniature guide to critical thinking concepts and tools. Rowman & Littlefield.
Primarni, A., Masuwd, M., Makmudi, M., Fa’atin, S., & Nuhdi, A. (2025). The implementation of the theoretical humanism paradigm in holistic education. Journal of Research in Instructional, 5(1), 199-209. https://doi.org/10.30862/jri.v5i1.601
Setiawan, D., Masuwd, M. A., Maliki, N., Laily, I. F., & Fitriyani, Y. (2023). Impact of Digital Storytelling for Developing Oral Communication Skills, Digital Literacy, and Learning Motivation Among Pre-service Elementary Teachers. International Journal of Educational Qualitative Quantitative Research, 2(2), 34–42. https://doi.org/10.58418/ijeqqr.v2i2.118
Shalghoum, N., Yahya, N., Abdullah, M., Masuwd, M., Kasheem, M., Alrumayh, S., Aryanti, Y., &Rosyadi, N. (2025). Integrating Maqasid al-Shariah into Higher Education: Enhancing the Role of Faculty in Achieving the SDGs. International Journal of Islamic Studies Higher Education, 4(2), 153–173. https://doi.org/10.24036/insight.v4i2.231
Sulistyowati, E., Masnun, M. A., & Yahya, N. (2025). An Ideal Model for The Preparation of Internal Regulations of Universities in Indonesia Based on Meaningful Participation in The Success of Sustainable Development Goals (Sdg's) 2030. Jurnal Suara Hukum, 7(2). https://doi.org/10.26740/jsh.v7n2.p463-487
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive science, 12(2), 257-285.
Syarifaturrahmatullah, S., Ahmad Fadhel Syakir Hidayat, Adamu Abubakar Muhammad, Afrah Masood, & Mowafg Masuwd. (2025). Exploration and Mapping of Methods for Researching Second Language Classrooms: Content Analysis based on Rod Ellis’ book. El-Syaker : Samarinda International Journal of Language Studies, 2(2), 73–95. https://doi.org/10.64093/esijls.v2i2.524
Vygotsky, L. S., & Cole, M. (1978). Mind in society: Development of higher psychological processes. Harvard university press.
Wiresti, R. D., Wibowo, D. V., Kuswanto , A. V., & Sami Barkah. (2025). Islamic parenting education: Emotional stimulation of children in the family. At Turots: Jurnal Pendidikan Islam, 7(2), 1416–1426. https://doi.org/10.51468/jpi.v7i2.1224
Yahya, N., Abdullah, M., & Masuwd, M. (2025). Development of Digital Education in Libya: Progress, Challenges, and Future Directions. International Journal of Education and Digital Learning (IJEDL), 3(5), 211–219. https://doi.org/10.47353/ijedl.v3i5.307
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.
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