Perception and Integration of Generative AI in Today’s Education
References
- Anderson, L. W., & Krathwohl, D. R. (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives: complete edition. Addison Wesley Longman, Inc. https://eduq.info/xmlui/handle/11515/18824
- Baksa, T., Konecki, M., & Konecki, M. (2024). High School Students’ Perception of AI and Its Future Impact on Education. 2024 12th International Conference on Information and Education Technology (ICIET), 215–219. https://doi.org/10.1109/ICIET60671.2024.10542754
- Bejar, M. B., Josa, A. D., & Prat, B. O. (2024). Influence of critical thinking on LLM usage among Universitat d’Andorra students. Interdisciplinary Journal of Didactics, 1, 33–54. https://doi.org/10.14198/ijd.28095
- Bloom, B. S. (1956). Taxonomy of educational objectives: The classification of educational goals. Handbook I: Cognitive domain. Addison-Wesley.
- Chima Abimbola Eden, Onyebuchi Nneamaka Chisom, & Idowu Sulaimon Adeniyi. (2024). Integrating AI in education: Opportunities, challenges, and ethical considerations. Magna Scientia Advanced Research and Reviews, 10(2), 006–013. https://doi.org/10.30574/msarr.2024.10.2.0039
- Choi, W. C., Chang, C. I., Choi, I., Lam, L. C., Leong, K. I., & Ng, S. I. (2025). Artificial Intelligence (AI) Literacy in Education: Definition, Competencies, Opportunities and Challenges. https://doi.org/10.20944/preprints202508.0497.v1
- Cotton, D. R. E., Cotton, P. A., & Shipway, J. R. (2024). 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
- Ekizer, F. N. (2025). Exploring the impact of artificial intelligence on English language teaching: A meta-analysis. Acta Psychologica, 260, 105649. https://doi.org/10.1016/j.actpsy.2025.105649
- Fernández-Batanero, J. M., Román-Graván, P., Montenegro-Rueda, M., López-Meneses, E., & Fernández-Cerero, J. (2021). Digital Teaching Competence in Higher Education: A Systematic Review. Education Sciences, 11(11), 689. https://doi.org/10.3390/educsci11110689
- Generative artificial intelligence | Electronic Markets. (n.d.). Retrieved January 5, 2026, from https://link.springer.com/article/10.1007/s12525-023-00680-1
- Guillén-Yparrea, N., & Hernández-Rodríguez, F. (2024). Unveiling Generative AI in Higher Education: Insights from Engineering Students and Professors. 2024 IEEE Global Engineering Education Conference (EDUCON), 1–5. https://doi.org/10.1109/EDUCON60312.2024.10578876
- Håkansson, A., & Phillips-Wren, G. (2024). Generative AI and Large Language Models—Benefits, Drawbacks, Future and Recommendations. Procedia Computer Science, 246, 5458–5468. https://doi.org/10.1016/j.procs.2024.09.689
- Hwang, Y., & Lee, J. H. (2025). Exploring students’ experiences and perceptions of human-AI collaboration in digital content making. International Journal of Educational Technology in Higher Education, 22(1), 44. https://doi.org/10.1186/s41239-025-00542-0
- Kohen-Vacs, D., Usher, M., & Jansen, M. (2025). Integrating Generative AI into Programming Education: Student Perceptions and the Challenge of Correcting AI Errors. International Journal of Artificial Intelligence in Education, 35(5), 3166–3184. https://doi.org/10.1007/s40593-025-00496-4
- Liu, J., Sihes, A. J. B., & Lu, Y. (2025). How do generative artificial intelligence (AI) tools and large language models (LLMs) influence language learners’ critical thinking in EFL education? A systematic review. Smart Learning Environments, 12(1), 48. https://doi.org/10.1186/s40561-025-00406-0
- Moundridou, M., Matzakos, N., & Doukakis, S. (2024). Generative AI tools as educators’ assistants: Designing and implementing inquiry-based lesson plans. Computers and Education: Artificial Intelligence, 7, 100277. https://doi.org/10.1016/j.caeai.2024.100277
- Norvig, Peter, R., Stuart J. (2021). Artificial Intelligence: A Modern Approach (4th ed.). Pearson.
- Nygren, T., Samuelsson, M., Hansson, P.-O., Efimova, E., & Bachelder, S. (2025). AI Versus Human Feedback in Mixed Reality Simulations: Comparing LLM and Expert Mentoring in Preservice Teacher Education on Controversial Issues. International Journal of Artificial Intelligence in Education, 35(5), 2856–2888. https://doi.org/10.1007/s40593-025-00484-8
- Ramnarain, U., Ogegbo, A. A., Penn, M., Ojetunde, S., & Mdlalose, N. (2025). Pre-Service Science Teachers’ Intention to use Generative Artificial Intelligence in Inquiry-Based Teaching. Journal of Science Education and Technology, 34(6), 1272–1285. https://doi.org/10.1007/s10956-024-10159-z
- Sabbaghan, S., & Eaton, S. E. (2025). Navigating the Ethical Frontier: Graduate Students’ Experiences with Generative AI-Mediated Scholarship. International Journal of Artificial Intelligence in Education, 35(4), 1860–1886. https://doi.org/10.1007/s40593-024-00454-6
- Sengar, S. S., Hasan, A. B., Kumar, S., & Carroll, F. (2025). Generative artificial intelligence: A systematic review and applications. Multimedia Tools and Applications, 84(21), 23661–23700. https://doi.org/10.1007/s11042-024-20016-1
- Toolerific. (2024). The premier destination for AI tools. https://toolerific.ai/
- United Nations. (2015). Transforming our world: The 2030 Agenda for Sustainable Development. https://documents.un.org/doc/undoc/gen/n15/291/89/pdf/n1529189.pdf
- Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł. ukasz, & Polosukhin, I. (2017). Attention is All you Need. Advances in Neural Information Processing Systems, 30.
- Yaseen, S. A. (2025). Exploring the best generative AI tools of 2025 [Data set]. Kaggle. https://www.kaggle.com/datasets/saadaliyaseen/exploring-the-best-generative-ai-tools-of-2025
- Zapata, G. C., Saini, A., Tzirides, A.-O. (Olnancy), Cope, W., & Kalantzis, M. (2024). The Role of AI Feedback in University Students’ Learning Experiences: An Exploration Grounded in Activity Theory. Ubiquitous Learning: An International Journal, 18(2), 1–30. https://doi.org/10.18848/1835-9795/CGP/v18i02/1-30
DOI: https://doi.org/10.2478/picbe-2026-0054 | Journal eISSN: 2558-9652
Language: English
Page range: 674 - 698
Published on: Jul 16, 2026
Published by: Bucharest University of Economic Studies
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
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© 2026 Oana-Larisa STOICA, Alexandru-Ștefan CRĂCEA, published by Bucharest University of Economic Studies
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