AI Literacy among English Teachers in Islamic Education Institutions: A Bibliometric Analysis
DOI:
https://doi.org/10.15575/gdcs.v67i-.3482Keywords:
Artificial intelligence literacy, English language teaching, Generative AI, TPACK, Islamic educationAbstract
Artificial intelligence (AI) has increasingly influenced English language teaching by supporting instructional design, learning materials, feedback, assessment, and teachers’ professional activities. This study examines publication trends, major research themes, thematic clusters, and emerging topics at the intersection of AI literacy, English language teaching, and Islamic education. A bibliometric analysis was conducted using 70 Scopus-indexed open-access journal articles. Scopus was used to analyze publication trends, sources, countries, authors, and citation patterns, while VOSviewer was employed for keyword frequency, co-occurrence analysis, thematic clustering, and overlay visualization. The findings show that artificial intelligence, generative AI, higher education, ChatGPT, AI literacy, and AI ethics are among the most prominent research topics. The keyword co-occurrence analysis identified 62 keywords across four thematic clusters, while the overlay analysis indicated relatively recent attention to TPACK, teacher training, self-efficacy, AI tools, digital ethics, critical thinking, and metacognition. These findings suggest that AI literacy research is increasingly moving beyond technical skills toward teacher competence, pedagogical integration, ethical use, and professional development. However, the relatively limited representation of Islamic education-related topics indicates that the intersection of AI literacy, English language teaching, and Islamic education remains underexplored. The TPACK framework provides a relevant theoretical lens for interpreting these developments by connecting technological, pedagogical, and English language content knowledge. The study maps the development of this emerging field and identifies directions for further research on AI literacy and responsible AI integration in Islamic educational contexts.
Downloads
References
Celik, I. (2023). Towards intelligent-TPACK: An empirical study on teachers’ professional knowledge to ethically integrate artificial intelligence (AI)-based tools into education. Computers in Human Behavior, 138, 107468. https://doi.org/10.1016/j.chb.2022.107468
Deng, L., & Jamaludin, K. A. (2026). Roles of generative artificial intelligence (GenAI) in English as a foreign language (EFL) instruction: A systematic literature review. SAGE Open. https://doi.org/10.1177/21582440261418315
Ikhsan, I., Mudayat, M., Ichwan, I., & Niku, E. (2026). Research trends on the use of artificial intelligence in Islamic Religious Education: A systematic review from 2021 to 2025. GHAITSA: Islamic Education Journal, 7(1). https://doi.org/10.62159/ghaitsa.v7i1.2214
Jia, Y., Li, C., Chan, A., & Li, Q. (2026). Human-AI collaboration in the STEM classroom: A systematic literature review of GenAI as a complement in higher education. In S. K. S. Cheung, X. Liu, G. Xu, & L. F. Kwok (Eds.), Technology in education: Smart and innovative learning. ICTE 2025 (Vol. 2752, pp. 389–401). Springer. https://doi.org/10.1007/978-981-95-4499-8_32
Lo, C. K., Yu, P. L. H., Xu, S., Ng, D. T. K., & Jong, M. S. Y. (2024). Exploring the application of ChatGPT in ESL/EFL education and related research issues: A systematic review of empirical studies. Smart Learning Environments, 11, 50. https://doi.org/10.1186/s40561-024-00342-5
Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054. https://doi.org/10.1111/j.1467-9620.2006.00684.x
Ng, D. T. K., Leung, J. K. L., Chu, S. K. W., & Qiao, M. S. (2021). Conceptualizing AI literacy: An exploratory review. Computers and Education: Artificial Intelligence, 2, 100041. https://doi.org/10.1016/j.caeai.2021.100041
Noorun@Arbat, S. A. B., Hamzah, M. I. B., & Abd Rahman, M. J. (2026). Factors and challenges driving the use of artificial intelligence (AI) in the teaching and learning of Islamic Education: A systematic literature review. International Journal of Research and Innovation in Social Science, 10(7), 1364–1379. https://doi.org/10.47772/IJRISS.2026.100700097
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., McGuinness, L. A., Stewart, L. A., Thomas, J., Tricco, A. C., Welch, V. A., Whiting, P., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Papadopoulou, A., Bouras, A., Protopapadakis, E. D., Anastasopoulos, D., Tserkou, A., Makraki, E., Chalkiadaki, A., & Tzortzou, A. (2026). Utilizing artificial intelligence in the development of assessment resources. In T. Barkatsa (Ed.), Exploring cognitive, affective, design thinking, artificial intelligence, cybernetics and e-learning dimensions in contemporary education (pp. 128–151). Brill.
Pishtari, G., Sarmiento-Márquez, E. M., Rodríguez-Triana, M. J., Wagner, M., & Ley, T. (2023). Evaluating the impact and usability of an AI-driven feedback system for learning design. In O. Viberg, I. Jivet, P. Muñoz-Merino, M. Perifanou, & T. Papathoma (Eds.), Responsive and sustainable educational futures: EC-TEL 2023 (Vol. 14200). Springer. https://doi.org/10.1007/978-3-031-42682-7_22
Sarkar, S. K., & Sen, A. (2027). Educator empowerment: Leveraging AI for classroom management and teaching support. In AI for classroom management, teaching, and learning (pp. 127–154).
UNESCO. (2024). AI competency framework for teachers. UNESCO. https://www.unesco.org/en/articles/ai-competency-framework-teachers
Uygun, E., & Demir, B. (2026). A PRISMA-based systematic review of artificial intelligence in English as a foreign and second language education (2023–2025). Discover Education, 5, 478. https://doi.org/10.1007/s44217-026-01504-y
Yusoff, S. M., Marzaini, A. F. M., Zynuddin, S. N., Mat Jusoh, A. M., Basal, M. H., Alias, N. R., et al. (2026). Ethical integration of generative artificial intelligence in Islamic religious education involves human mediation and source verification. Discover Artificial Intelligence, 6, 1162. https://doi.org/10.1007/s44163-026-02251-7
Zhang, Y., Qiu, X., & Wang, J. (2026). A systematic research synthesis of generative AI literacy in English language education. Discover Artificial Intelligence, 6, 1074. https://doi.org/10.1007/s44163-026-02178-z

