Adiguzel, T., Kaya, M. H., & Cansu, F. K. (2023). Revolutionizing education with AI: Exploring the transformative potential of ChatGPT.
Contemporary Educational Technology, 15(3), Article ep429.
https://doi.org/10.30935/cedtech/13152.
Ajzen, I. (1991). The theory of planned behavior.
Organizational Behavior and Human Decision Processes, 50(2), 179–211.
https://doi.org/10.1016/0749-5978(91)90020-T.
Akinwalere, S. N., & Ivanov, V. T. (2022). Artificial intelligence in higher education: Challenges and opportunities.
Border Crossing,
12(1), 1–15.
https://doi.org/10.33182/bc.v12i1.2015.
Alkaissi, H., & McFarlane, S. I. (2023). Artificial hallucinations in ChatGPT: Implications in scientific writing.
Cureus, 15(2), e35179.
https://doi.org/10.7759/cureus.35179.
Alkhatlan, A., & Kalita, J. (2018). Intelligent tutoring systems: A comprehensive historical survey with recent developments.
International Journal of Computer Applications, 179(40), 1–9.
https://doi.org/10.5120/ijca2018917209.
Allport, G. W. (1935). Attitudes. In C. Murchison (Ed.),
A handbook of social psychology (pp. 798–844). Worcester, MA: Clark University Press.
Alwaqdani, A. (2024). Investigating teachers’ perceptions of AI tools in education.
Education and Information Technologies, 29(3), 3715–3732.
https://doi.org/10.1007/s10639-024-11974-1.
Baig, M. I., & Yadegaridehkordi, E. (2024). ChatGPT in higher education: A systematic literature review and research challenges.
International Journal of Educational Research, 127, 102411.
https://doi.org/10.1016/j.ijer.2024.102411.
Bem, D. J. (1972). Self-perception theory. In L. Berkowitz (Ed.),
Advances in Experimental Social Psychology (Vol. 6, pp. 1–62). Academic Press
. https://doi.org/10.1016/S0065-2601(08)60024-6.
Bittle, K., & El-Gayar, O. (2025). Generative AI and academic integrity in higher education: A systematic review and research agenda. Information, 16(4), 296. https://doi.org/10.3390/info16040296.
Bond, M., Khosravi, H., De Laat, M., et al. (2024). A meta systematic review of artificial intelligence in higher education.
International Journal of Educational Technology in Higher Education, 21, 4.
https://doi.org/10.1186/s41239-023-00407-8.
Branda, F., Ciccozzi, M., & Scarpa, F. (2025). Artificial intelligence in scientific research: Challenges, opportunities and the imperative of a human‑centric synergy.
Journal of Informetric, 19(4), 101727.
Cacioppo, J. T., Gardner, W. L., & Berntson, G. G. (1997). Beyond bipolar conceptualizations and measures: The case of attitudes and evaluative space.
Personality and Social Psychology Review, 1(1), 3–25.
https://doi.org/10.1207/s15327957pspr0101_2.
Chen, L., Chen, P., & Lin, Z. (2020). Artificial intelligence in education: A review.
IEEE Access, 8, 75264–75278.
https://doi.org/10.1109/ACCESS.2020.2988510.
Chiu, T. K. F., Xia, Q., Zhou, X., Chai, C. S., & Cheng, M. (2023). Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education.
Computers and Education: Artificial Intelligence, 4, 100118.
https://doi.org/10.1016/j.caeai.2022.100118.
Cotton, D. R. E., Cotton, P. A., & Shipway, J. R. (2023). Chatting and cheating? Ensuring academic integrity in the era of ChatGPT.
Innovations in Education and Teaching International, 61(2), 228–239.
https://doi.org/10.1080/14703297.2023.2190148.
Crompton, H., & Burke, D. (2024). The educational affordances and challenges of ChatGPT: State of the field.
TechTrends,
68, 380–392. https://doi.org/10.1007/s11528-024-00939-0.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology.
MIS Quarterly, 13(3), 319–340.
https://doi.org/10.2307/249008.
Deljoo, H., Soleimai, T., & Sattari, S. (2025). Analyzing the challenges and opportunities of artificial intelligence in the educational system with an emphasis on the professional development of teachers.
Qualitative Research in Educational Sciences, 1(3), 134-160.
https://doi.org/10.71839/QRES.2025.1209419.
Dwivedi, Y. K., Kshetri, N., Hughes, L., et al. (2023). Opinion paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI.
International Journal of Information Management, 71, 102642.
https://doi.org/10.1016/j.ijinfomgt.2023.102642.
Eagly, A. H., & Chaiken, S. (1993).
The psychology of attitudes. Harcourt Brace Jovanovich College Publishers.
Farrokhnia, M., Banihashem, S. K., Noroozi, O., & Wals, A. E. J. (2024). A SWOT analysis of ChatGPT: Implications for educational practice and research. Innovations in Education and Teaching International, 61(3), 460–474. https://doi.org/10.1080/14703297.2023.2195846.
Fishbein, M. A., & Ajzen, I. (1975).
Belief, attitude, intention and behaviour: An introduction to theory and research. Reading, MA: Addison-Wesley.
Fuller, M. (2024). The impact of ChatGPT on teaching and learning in higher education: Exploring the dual perspectives of participants who were students and teachers.
New Directions for Higher Education, 2024(207), 31-46.
https://doi.org/10.1002/he.20507.
Ghimire, A., Pather, J., & Edwards, J. (2024, October). Generative AI in education: A study of educators' awareness, sentiments, and influencing factors. In 2024 IEEE Frontiers in Education Conference (FIE) (pp. 1-9). IEEE. https://doi.org/10.1109/FIE61694.2024.10892891.
Gläser-Zikuda, M., Hagenauer, G., & Stephan, M. (2020). The potential of qualitative content analysis for empirical educational research. In
Forum Qualitative Sozialforschung/Forum: Qualitative Social Research (Vol. 21, No. 1, p. 20). DEU.
Grassini, S. (2023). Shaping the future of education: Exploring the potential and consequences of AI and ChatGPT in educational settings.
Education Sciences, 13(7), 692.
https://doi.org/10.3390/educsci13070692.
Hajianvari, L., & Ramazani, A. (2024). Examining the level of AI literacy, its application, and the factors influencing the acceptance of artificial intelligence among faculty members
. Higher Education Letter, 17(68), 106-131. ]In Persian
[
Halachev, P. (2023). Academics’ attitudes toward AI challenges in education: Tradition vs innovation.
Futurity Philosophy, 2(3), 39-55.
https://doi.org/10.57125/FP.2023.09.30.03.
Halaweh, M. (2023). ChatGPT in education: Strategies for responsible implementation.
Contemporary Educational Technology, 15(2) 15(2):ep421, DOI:
10.30935/cedtech/13036
Holmes, W., Bialik, M., & Fadel, C. (2019).
Artificial intelligence in education: Promises and implications for teaching and learning. Boston: Center for Curriculum Redesign.
Hoseini Moghadam, M. (2023). Artificial Intelligence and the Future of University Education in Iran. Quarterly Journal of Research and Planning in Higher Education, 29(1), 1-25. https://doi.org/10.61838/irphe.29.1.1 ]In Persian
[
Islam, I., & Islam, M. N. (2024). Exploring the opportunities and challenges of ChatGPT in academia.
Discover Education, 3(1), 31.
https://doi.org/10.1007/s44217-024-00114-w.
Ji, Z., Lee, N., Frieske, R., Yu, T., Bang, Y., Madotto, A., & Fung, P. (2023). Survey of hallucination in natural language generation.
ACM Computing Surveys, 55(12), 1-38.
https://doi.org/10.1145/3571730.
Jose, P., & Jose, A. (2024). Educators’ academic insights on artificial intelligence in education: Opportunities and challenges.
AI and Education Review, 7(1), 22–35.
Joshi, D. (2023).
Technology in education: A historical and theoretical overview. Springer.
Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F. et al. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103,102274.
https://doi.org/10.1016/j.lindif.2023.102274.
Katz, D. (1960). The functional approach to the study of attitudes.
Public Opinion Quarterly, 24(2), 163–204.
http://www.jstor.org/stable/2746402 (Accessed 30 May 2026).
Kim, J., Lee, S., & Park, H. (2025). Examining faculty and student perceptions of generative AI: A UTAUT approach.
Computers & Education, 210, 105023.
https://doi.org/10.1016/j.compedu.2025.105023.
Krippendorff, K. (2013).
Content analysis: An introduction to its methodology. Sage Publications.
Krstić, L., Aleksić, V., & Krstić, M. (2022). Artificial intelligence in education: A review. In
Proceedings of the 9th International Conference on Technics and Informatics in Education (pp. 223–234). Serbia.
Kulkarni, R., Samant, S., & Bhat, S. (2024). Artificial intelligence applications in education: Current trends and future perspectives.
Journal of Educational Technology Systems, 52(2), 203–223.
https://doi.org/10.1177/00472395231155472.
Kyngäs, H., & Vanhanen, L. (1999). Sisällön analyysi. Hoitotiede, 11(1), 3–12
Landis, J. R., & Koch, G. G. (1977). The measurement of observer agreement for categorical data.
Biometrics, 33(1), 159–174.
https://doi.org/10.2307/2529310.
Lo, C. K. (2023). What is the impact of ChatGPT on education? A rapid review of the literature.
Education Sciences, 13(4), 410.
https://doi.org/10.3390/educsci13040410.
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. (2016).
Intelligence unleashed: An argument for AI in education. Pearson.
Mayring, P. (2000). Qualitative content analysis.
Forum Qualitative Sozialforschung / Forum: Qualitative Social Research, 1(2), 1-100.
https://doi.org/10.17169/fqs-1.2.1089.
Mayring, P. (2015).
Qualitative content analysis: Theoretical foundation, basic procedures and software solution. Beltz.
McChesney, E. T., Schunn, C. D., DeAngelo, L., & McGreevy, E. (2025). Where to act, when to think, and how to feel: The ABC+ model of learning engagement and its relationship to the components of academic performance.
International Journal of STEM Education, 12(1), 31.
https://doi.org/10.1186/s40594-025-00624-9.
Mosher, M. A., Dieker, L. A., & Hines, R. (2024). The Past, Present, and Future Use of Artificial Intelligence in Teacher Education. Journal of Special Education Preparation, 4(2), 6–17. https://doi.org/10.33043/8aa9855b.
Musslick, S., Bartlett, L. K., Chandramouli, S. H., Dubova, M., Gobet, F., Griffiths, T. L., Hullman, J., King, R. D., Kutz, J. N., Lucas, C. G., Mahesh, S., Pestilli, F., Sloman, S. J., & Holmes, W. R. (2025). Automating the practice of science: Opportunities, challenges, and implications.
Proceedings of the National Academy of Sciences, 122(5), e2401238121.
https://doi.org/10.1073/pnas.2401238121.
Najafi, M., & Rasouli, Z. (2023). Challenges, advantages, and disadvantages of artificial intelligence (AI) in the teaching and learning process. In
Proceedings of the 15th International Conference on Management Research and Human Sciences in Iran,
Tehran.
https://civilica.com/doc/2013607.
Neysani, M., Nikbakht, F., & Jafari, S. (2023). Iranian EFL teachers’ trust in AI-based education.
Journal of Language Teaching and Research, 14(5), 921–935.
Ng, D. T. K., Chan, E. K. C., & Lo, C. K. (2025). Opportunities, challenges and school strategies for integrating generative AI in education. Computers and Education: Artificial Intelligence, 8, 1–12.
Omar, A., Shaqour, A. Z., & Khlaif, Z. N. (2024). Attitudes of faculty members in Palestinian universities toward employing artificial intelligence applications in higher education: opportunities and challenges. In
Frontiers in Education (Vol. 9, p. 1414606). Frontiers Media SA.
Pahi, K., Hawlader, S., Hicks, E., Zaman, A., & Phan, V. (2024). Enhancing active learning through collaboration between human teachers and generative AI.
Computers and Education Open, 6, 100183.
https://doi.org/10.1016/j.caeo.2024.100183.
Petty, R. E., & Cacioppo, J. T. (1986).
Communication and persuasion: Central and peripheral routes to attitude change. Springer-Verlag.
Qian, Y. (2025). Pedagogical applications of generative AI in higher education: A systematic review of the field.
TechTrends, 69(6), 1105–1120.
https://doi.org/10.1007/s11528-025-01100-1.
Roozbahani, Z. (2025). A Review of methods for reducing hallucinations in generative artificial intelligence to enhance knowledge economy.
Knowledge Economy Studies,
2(1), 21-34. 10.22034/kes.2025.2049560.1042.
Saki, M. (2025). University professors’ perspectives on AI-augmented education.
Educational Research Quarterly, 48(1), 77–94.
Smith, M. B., Bruner, J. S., & White, R. W. (1956).
Opinions and personality. New York, NY: John Wiley & Sons; London: Chapman & Hall.
Tlili, A., Shehata, B., Burgos, D., Ahmed, M. A., & Altinay, F. (2023). What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education.
Smart Learning Environments, 10(1), 15.
https://doi.org/10.1186/s40561-023-00237-x.
UNESCO. (2023).
Guidance for generative AI in education and research. UNESCO.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view.
MIS Quarterly, 27(3), 425–478.
https://doi.org/10.2307/30036540.
Wang, S., Tran, T., Wang, J., Wang, F., Zhu, Z., & Du, Z. (2024). Artificial intelligence in education: A systematic literature review.
Expert Systems with Applications, 252, 124167.
1016/j.eswa.2024.124167.
Zarenasab, M., & Jamebozorg, Z. (2025). Challenges and opportunities of using artificial intelligence in elementary education: from the perspective of new teachers.
Technology and Scholarship in Education,
5(1), 35-50. 10.30473/t-edu.2025.73388.1238.
]In Persian
[
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, 39.
https://doi.org/10.1186/s41239-019-0171-0.
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, 28.
https://doi.org/10.1186/s40561-024-00316-7.
Zuboff, S. (2019).
The age of surveillance capitalism: The fight for a human future at the new frontier of power New York: Public Affairs.