Investigating AI Literacy of Turkish Pre-Service EFL Teachers
Abstract
This study investigates the AI literacy of pre-service EFL teachers and examines whether AI literacy differs across demographic factors (age, gender, grade level), training (informal/formal), and usage patterns (frequency and types of AI tools). Employing a quantitative, cross-sectional survey design, the study was conducted during the spring semester of the 2024–2025 academic year with 211 pre-service EFL teachers from a state university in Türkiye. Data were collected via the Turkish adaptation of the Artificial Intelligence Literacy Scale (AILS), developed by Laupichler et al. (2023) and translated by Deveci Topal et al. (2025). The findings revealed that participants had moderate to high AI literacy, with the highest scores in Critical Appraisal, moderate scores in Practical Applications, and the lowest scores in Technical Understanding. No statistical significant differences were found in AI literacy across demographic factors (age, gender, grade level) and training (informal/formal). However, participants who self-studied or engaged with YouTube videos/webinars showed significantly higher AI literacy than their counterparts. Regarding the frequency of using AI, no significant difference was found between the different groups. Regarding AI tools, participants who used writing assistants had higher AI literacy than their counterparts. The study indicates that certain informal training and AI tool types are associated with higher AI literacy; therefore, future studies should focus on these variables. Additionally, future studies with larger or more balanced samples can find different results for demographic factors, formal training, and frequency of AI use.
Keywords
Ethical Statement
References
- Ayanwale, M. A., Adelana, O. P., Molefi, R. R., Adeeko, O., & Ishola, A. M. (2024). Examining artificial intelligence literacy among pre-service teachers for future classrooms. Computers and Education Open, 6, 100179. https://doi.org/10.1016/j.caeo.2024.100179
- Brown, R., Sillence, E., & Branley-Bell, D. (2025). AcademAI: Investigating AI usage, attitudes, and literacy in higher education and research. Journal of Educational Technology Systems. Advance online publication. https://doi.org/10.1177/00472395251347304
- Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications, Inc.
- Çelebi, C., Yılmaz, F., Demir, U., & Karakuş, F. (2023). Artificial intelligence literacy: An adaptation study. Instructional Technology and Lifelong Learning, 4(2), 291–306. https://doi.org/10.52911/itall.1401740
- Demir, B. (2025). Introduction to Artificial Intelligence in academic research [Online module]. In Using Artificial Intelligence for Academic Research. Çanakkale OnSekiz Mart University. https://esertifika.comu.edu.tr/tr/sertifika/using-artificial-intelligence-for-academic-research-471
- Deveci Topal, A., Toker Gökçe, A., Eren, C. D., & Kolburan Geçer, A. (2025). Artificial intelligence literacy scale: A study of reliability and validity in Turkish university students. Journal of Learning and Teaching in Digital Age, 10(1), 58–67. https://doi.org/10.53850/joltida.1440845
- Fathi, J., Rahimi, M., & Derakhshan, A. (2024). Improving EFL learners’ speaking skills and willingness to communicate via artificial intelligence-mediated interactions. System, 121, 103254. https://doi.org/10.1016/j.system.2024.103254
- Gayed, J. M., Carlon, M. K. J., Oriola, A. M., & Cross, J. S. (2022). Exploring an AI-based writing assistant's impact on English language learners. Computers and Education: Artificial Intelligence, 3, 100055. https://doi.org/10.1016/j.caeai.2022.100055
Details
Primary Language
English
Subjects
Other Fields of Education (Other)
Journal Section
Research Article
Authors
Sıla Nalbant
*
0009-0003-9697-2153
Türkiye
Publication Date
December 31, 2025
Submission Date
June 24, 2025
Acceptance Date
December 29, 2025
Published in Issue
Year 2025 Volume: 11 Number: 3