Generative AI as a lever for agency? Analysis of student practices in higher education
DOI:
https://doi.org/10.51657/vbvv5k04Keywords:
agency, professional development, teacher education, generative artificial intelligence (GenAI)Abstract
Agency, defined as the learner’s power to act and capacity to take an active role in their own learning (Bandura, 1997, 2001), serves as the framework for analyzing student practices with generative artificial intelligence (GenAI) tools. This article reports on an exploratory study conducted at Laval University (Quebec) involving 4,628 students (8.2% of the enrolled population in 2024-2025), using a self-administered questionnaire (26 closed-ended questions and one open-ended question, December 2024-January 2025). We analyzed the quantitative data using Spearman’s correlations and supplemented them with a qualitative analysis of 1,511 open-ended responses. These analyses address the question: In what ways, how, and why does using GenAI tools contribute to students’ agency? We identify and characterize four usage profiles and four patterns of use by the types and aims of agency, in relation to learner characteristics, context, and the learning environment. Given the significance of non-use (44% of respondents), this article discusses the links between using these conversational bots and an inclusive perspective on student well-being.
References
Abbas, M., Jam, F. A., & Khan, T. I. (2024). Is it harmful or helpful? Examining the causes and consequences of generative AI usage among university students. International Journal of Educational Technology in Higher Education, 21, Article 10. https://doi.org/10.1186/s41239-024-00444-7
Abd-Alrazaq, A., AlSaad, R., Alhuwail, D., Ahmed, A., Healy, P. M., Latifi, S., Aziz, S., Damseh, R., Alrazak, S. A., & Sheikh, J. (2023). Large language models in medical education: Opportunities, challenges, and future directions. JMIR Medical Education, 9, e48291. https://doi.org/10.2196/48291
Adinda, D., Blandin, B., Jeunesse, C. et Las Vergnas, O. (2025). Digital, IA et formation des adultes : synthèse de treize ans de recherche internationale. Savoirs, 68(2), 13-118. https://doi.org/10.3917/savo.068.0013
Akgun, M., & Sharma, P. (2023). Exploring epistemic agency in students’ problem-solving activities. Interdisciplinary Journal of Environmental and Science Education, 19(1), e2303. https://doi.org/10.29333/ijese/12970
Anthony, J., & Fisch-Ferguson, J. (2024). Generative AI: Student perception on ChatGPT prompt feedback in post-secondary online education. Proceedings of the World Conference on Social Sciences and Humanities, 1(1), 1-15. https://doi.org/10.33422/shconf.v1i1.495
Badger, M., López, N., & Nissen, C. F. R. (2026). The impact of GenAI chatbots on student learning in higher education: A literature review. International Journal of Technology in Education, 9(1), 43-69. https://doi.org/10.46328/ijte.5111
Balogh, A. (2024). Educational innovation of using artificial intelligence in university education: A comprehensive student survey. International Journal on Lifelong Education and Leadership, 10(2), 55-65. https://doi.org/10.25233/ijlel.1528746
Bandura, A. (1997). Self-efficacy: The exercise of control. W. H. Freeman.
Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52, 1-26. https://doi.org/10.1146/annurev.psych.52.1.1
Bittle, K., & El-Gayar, O. (2025). Generative AI and academic integrity in higher education: A systematic review and research agenda. Information, 16(4), Article 296. https://doi.org/10.3390/info16040296
Butson, R., & Spronken-Smith, R. (2024). AI and its implications for research in higher education: A critical dialogue. Higher Education Research & Development, 43(3), 563-577. https://doi.org/10.1080/07294360.2023.2280200
Carré, P. (2004). Bandura : une psychologie pour le XXIe siècle ? Savoirs, hors-série, 9-50. https://doi.org/10.3917/savo.hs01.0009
Chen, J., Yuan, D., Dong, R., Cai, J., Ai, Z., & Zhou, S. (2024). Artificial intelligence significantly facilitates development in the mental health of college students: A bibliometric analysis. Frontiers in Psychology, 15, Article 1375294. https://doi.org/10.3389/fpsyg.2024.1375294
Coady, C. A. J. (2002). Testimony and intellectual autonomy. Studies in History and Philosophy of Science Part A, 33(2), 355-372. https://doi.org/10.1016/S0039-3681(02)00004-3
Crawford, J., Allen, K. A., Pani, B., & Cowling, M. (2024). When artificial intelligence substitutes humans in higher education: The cost of loneliness, student success, and retention. Studies in Higher Education, 49(5), 883-897. https://doi.org/10.1080/03075079.2024.2326956
Creswell, J. W., & Plano Clark, V. L. (2017). Designing and conducting mixed methods research (3rd ed.). SAGE.
Darvishi, A., Khosravi, H., Sadiq, S., Gašević, D., & Siemens, G. (2024). Impact of AI assistance on student agency. Computers & Education, 210, Article 104967. https://doi.org/10.1016/j.compedu.2023.104967
De Angelis, L., Baglivo, F., Arzilli, G., Privitera, G. P., Ferragina, P., Tozzi, A. E., & Rizzo, C. (2023). ChatGPT and the rise of large language models: The new AI-driven infodemic threat in public health. Frontiers in Public Health, 11, Article 1166120. https://doi.org/10.3389/fpubh.2023.1166120
Demers, S., Bachand, C.-A. et Leblanc, C. (2016). Les approches inductives au service de l’agentivité épistémique et des finalités éducatives émancipatrices. Approches inductives, 3(2), 41-70. https://doi.org/10.7202/1037913ar
Duhaylungsod, A. V., & Chavez, J. V. (2023). ChatGPT and other AI users: Innovative and creative utilitarian value and mindset shift. Journal of Namibian Studies: History Politics Culture, 33, 4367-4378. https://doi.org/10.59670/jns.v33i.2791
Fitas, R. (2025). Inclusive education with AI: Supporting special needs and tackling language barriers. AI and Ethics, 5, 5729-5757. https://doi.org/10.1007/s43681-025-00824-3
Fortin, M.-F. et Gagnon, J. (2022). Fondements et étapes du processus de recherche : méthodes quantitatives et qualitatives (4e éd.). Chenelière Éducation.
Ghimire, P. R., Neupane, B. P., & Dahal, N. (2024). Generative AI and AI tools in English language teaching and learning: An exploratory research. English Language Teaching Perspectives, 9(1-2), 30-40. https://doi.org/10.3126/eltp.v9i1-2.68716
Gibson, R. (2024, September 10). The impact of AI in advancing accessibility for learners with disabilities. EDUCAUSE Review. https://er.educause.edu/articles/2024/9/the-impact-of-ai-in-advancing-accessibility-for-learners-with-disabilities
Giray, L., & Aquino, R. (2024). Use and impact of ChatGPT on undergraduate engineering students: A case from the Philippines. Internet Reference Services Quarterly, 28(4), 453-462. https://doi.org/10.1080/10875301.2024.2384028
Gonzalez, L., O’Neil-Gonzalez, K., Eberhardt-Alstot, M., McGarry, M., & Van Tyne, G. (2024, August 15). Leveraging generative AI for inclusive excellence in higher education. EDUCAUSE Review. https://er.educause.edu/articles/2024/8/leveraging-generative-ai-for-inclusive-excellence-in-higher-education
Grassini, S. (2023). Shaping the future of education: Exploring the potential and consequences of AI and ChatGPT in educational settings. Education Sciences, 13(7), Article 692. https://doi.org/10.3390/educsci13070692
Guo, Y., & Lee, D. (2023). Leveraging ChatGPT for enhancing critical thinking skills. Journal of Chemical Education, 100(12), 4876-4883. https://doi.org/10.1021/acs.jchemed.3c00505
Janzen, R., Church, C., & Paleja, R. (2024, August 1). Exploring AI: Students share their awareness and usage of generative AI. Academica Forum. https://oresquebec.ca/articles-de-veille/intelligence-artificielle-generative-quen-disent-les-etudiantes-et-etudiants/
Jeunesse, C. (2025). Des usages des technologies pour apprendre aux environnements personnels d’apprentissage augmentés par l’intelligence artificielle générative (IAG) : contribution à l’élaboration d’un cadre de recherches relatif aux impacts de l’IAG sur les dispositions des individus à apprendre et l’ingénierie pédagogique [Habilitation à diriger des recherches, Université Paris Nanterre]. https://hal.science/tel-05328100
Ji, H., Han, I., & Park, S. (2024). Teaching foreign language with conversational AI: Teacher-student-AI interaction. Language Learning & Technology, 28(2), 91-108. https://doi.org/10.64152/10125/73573
Jiang, J. (2024). When generative artificial intelligence meets multimodal composition: Rethinking the composition process through an AI-assisted design project. Computers and Composition, 74, Article 102883. https://doi.org/10.1016/j.compcom.2024.102883
Kim, J., Yu, S., Detrick, R., & Li, N. (2025). Exploring students’ perspectives on generative AI-assisted academic writing. Education and Information Technologies, 30(1), 1265-1300. https://doi.org/10.1007/s10639-024-12878-7
Kosmyna, N., Hauptmann, E., Yuan, Y. T., Situ, J., Liao, X.-H., Beresnitzky, A. V., Braunstein, I., & Maes, P. (2025). Your brain on ChatGPT: Accumulation of cognitive debt when using an AI assistant for essay writing task [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2506.08872
Koos, S., & Wachsmann, S. (2023). Navigating the Impact of ChatGPT/GPT4 on Legal Academic Examinations: Challenges, Opportunities and Recommendations. Media Iuris, 6(2), 255–270. https://doi.org/10.20473/mi.v6i2.45270
Lardellier, P. et Carré, E. (2025, 5 janvier). L’IA dans l’enseignement supérieur : les leçons de Platon et du mythe de Theuth. The Conversation. https://theconversation.com/lia-dans-lenseignement-superieur-les-lecons-de-platon-et-du-mythe-de-theuth-244894
Lobet, M., Honet, A. et Wathelet, V. (2023). ChatGPT, l’usage par les étudiants de première année à l’université. Université de Namur. https://shs.hal.science/halshs-04190226
Lodge, J. (2024). AI in the wild: How students are using generative AI in their learning. Pacific Journal of Technology Enhanced Learning, 6(1), Article 1. https://doi.org/10.24135/pjtel.v6i1.176
Mak, M. H. C., & Walasek, L. (2025). Style, sentiment, and quality of undergraduate writing in the AI era: A cross-sectional and longitudinal analysis of 4,820 authentic empirical reports. Computers and Education: Artificial Intelligence, 9, Article 100507. https://doi.org/10.1016/j.caeai.2025.100507
Martinez, M.-L. et Poplimont, C. (2021). Le tiers comme objet et sujet. ISTE Éditions.
McCarthy, J., Minsky, M. L., Rochester, N., & Shannon, C. E. (1955/2006). A proposal for the Dartmouth summer research project on artificial intelligence, August 31, 1955. AI Magazine, 27(4), 12. https://doi.org/10.1609/aimag.v27i4.1904
Meirieu, P. (2023, 27 mars). Le danger de ChatGPT n’est pas dans la fraude qu’il permet mais dans le rapport aux connaissances qu’il promeut. Le Monde. https://www.lemonde.fr/idees/article/2023/03/27/philippe-meirieu-le-danger-de-chatgpt-n-est-pas-dans-la-fraude-qu-il-permet-mais-dans-le-rapport-aux-connaissances-qu-il-promeut_6167136_3232.html
Meletiadou, E. (2025, June 9). Empowering mature students through inclusive AI literacy: Advancing digital equity and social justice in higher education. Higher Education Policy Institute. https://www.hepi.ac.uk/2025/06/09/empowering-mature-students-through-inclusive-ai-literacy/
Melo-López, V.-A., Basantes-Andrade, A., Gudiño-Mejía, C.-B., & Hernández-Martínez, E. (2025). The impact of artificial intelligence on inclusive education: A systematic review. Education Sciences, 15(5), Article 539. https://doi.org/10.3390/educsci15050539
Meyer, F. et Piché, S. (2024, 16 février). Portrait des pratiques et préoccupations entourant les IAG en contexte académique : perspectives étudiantes à l’UdeS [Communication orale]. Apprivoiser les IA, Université de Sherbrooke, Québec, Canada. https://www.usherbrooke.ca/ssf/fileadmin/sites/ssf/Enseignement/ia/conferences/apprivoiser_les_ia/f_meyer_portrait_des_pratiques_enquete_udes.pdf
Mocquet, B. (2025). IA générative et pratique professionnelle : orthèse ou prothèse ? Hypothèses. https://mocquet.hypotheses.org/784
Mollick, E., & Mollick, L. (2023). Assigning AI: Seven approaches for students, with prompts [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2306.10052
Montero, A. (2024, October 16). Leveraging AI to support student mental health and well-being. Higher Education Today. https://www.higheredtoday.org/2024/10/16/ai-student-mental-health/
Paquelin, D., Tendeng, M.-L., Djieufack, E.-B. et Kropf, V. (2025a). Portrait de l’utilisation de l’IAgen à l’Université Laval. Obvia. https://doi.org/10.61737/NWLY1707
Paquelin, D., Tendeng, M.-L., Djieufack, E.-B. et Kropf, V. (2025b). Portrait de l’utilisation de l’IAgen par le corps professoral et enseignant de l’Université Laval. Obvia. https://doi.org/10.61737/SECP3363
Perifanou, M., & Economides, A. A. (2025). Collaborative uses of GenAI tools in project-based learning. Education Sciences, 15(3), Article 354. https://doi.org/10.3390/educsci15030354
Rabardel, P. (1995). Les hommes et les technologies : approche cognitive des instruments contemporains. Armand Colin.
Robertson, E. (2009). The epistemic aims of education. In H. Siegel (Ed.), The Oxford handbook of philosophy of education (pp. 11-34). Oxford : Oxford University Press. https://doi.org/10.1093/oxfordhb/9780195312881.003.0002
Sandu, R., Gide, E., & Elkhodr, M. (2024). The role and impact of ChatGPT in educational practices: Insights from an Australian higher education case study. Discover Education, 3, Article 71. https://doi.org/10.1007/s44217-024-00126-6
Septiani, D. P., Kostakos, P., & Romero, M. (2023). Analysis of creative engagement in AI tools in education based on the #PPai6 framework. In M. E. Auer, W. Pachatz, & T. Rüütmann (Eds.), Methodologies and intelligent systems for technology enhanced learning, workshops—13th International Conference (Lecture Notes in Networks and Systems, Vol. 769, pp. 48-58). Springer. https://doi.org/10.1007/978-3-031-42134-1_5
Shafiqa, A. F., Marnaoui, S., & Ahmed Al Anqodi, H. (2024). Written assignments and generative artificial intelligence: Challenges and considerations for English education major students at A’Sharqiyah University, Oman. Arab World English Journal, 15(4), 22-38. https://doi.org/10.24093/awej/vol15no4.2
Tang, K.-S., & Putra, G. B. S. (2026). Generative AI as a dialogic partner: Enhancing multiple perspectives, reasoning, and argumentation in science education with customized chatbots. Journal of Science Education and Technology, 35(1), 128-140. https://doi.org/10.1007/s10956-025-10240-1
Tinto, V. (1987). Leaving college: Rethinking the causes and cures of student attrition. University of Chicago Press.
Turing, A. M. (1950). Computing machinery and intelligence. Mind, 59(236), 433-460. https://doi.org/10.1093/mind/LIX.236.433
Varsik, S., & Vosberg, L. (2024). The potential impact of artificial intelligence on equity and inclusion in education (OECD Artificial Intelligence Papers No. 23). OECD Publishing. https://doi.org/10.1787/15df715b-en
Vial, M. (2000). Organiser la formation : le pari sur l’auto-évaluation. L’Harmattan.
Zeller, A. et Chevry Pebayle, E. (2024). Usage des intelligences artificielles génératives à l’université : regards croisés entre usagers et professionnels des bibliothèques universitaires. Revue COSSI, (13). https://doi.org/10.34745/numerev_1968
Zhou, X., Zhang, J., & Chan, C. (2024). Unveiling students’ experiences and perceptions of artificial intelligence usage in higher education. Journal of University Teaching & Learning Practice, 21(6). https://doi.org/10.53761/xzjprb23
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Didier Paquelin, Valentine Kropf, Mada Lucienne Tendeng, Évarice Benoît Djieufack

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.