Student Interaction with ChatGPT Can Promote Complex Critical Thinking Skills
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If learners are guided to use AI responsibly and reflectively, and if educational norms support critical engagement rather than passive surrender, then the practice ceases to be corrupting and can even help learners improve cognitive skills.
“If learners are guided to use AI responsibly and reflectively, and if educational norms support critical engagement rather than passive surrender, then the practice will cease to be corrupting, it can even be utilized to help learners improve their cognitive skills (Suriano et al. 2025, 5).”
From Algorithmic Epistemic Outsourcing and Epistemic Corruption (2026) · cites this paper as Suriano et al. 2025
Overreliance on AI-enhanced feedback may undermine opportunities for deep learning and critical engagement.
“Initial studies suggest that, while students may benefit from AI-enhanced feedback, overreliance on these tools may undermine opportunities for deep learning and critical engagement (Kasneci et al., 2023; Suriano et al., 2025; Zawacki-Richter et al., 2019; Zhai et al., 2024).”
From Participatory Co-Design and Evaluation of a Novel Approach to Generative AI-Integrated Coursework Assessment in Higher Education (2025) · cites this paper as Suriano et al., 2025
Recent studies have identified the potential of GenAI tools to activate CT through cognitive scaffolding and metacognitive prompting.
“Recent studies have identified the potential of GenAI tools to activate CT through cognitive scaffolding and metacognitive prompting [11,13,14].”
From A Systematic Literature Review on the Pedagogical Implications and Impact of GenAI on Students' Critical Thinking (2026) · cites this paper as [14]
The Critical Reasoning Assessment (CRA) offered a multidimensional standardized tool (α = 0.87).
“The Critical Reasoning Assessment (CRA) further offered a multidimensional standardized tool (α = 0.87) [14,69].”
From A Systematic Literature Review on the Pedagogical Implications and Impact of GenAI on Students' Critical Thinking (2026) · cites this paper as [14]
Suriano et al. reported that depth of interaction with a chatbot was associated with measured gains in CT performance.
“For example, Suriano et al. [14] reported that depth of interaction with a chatbot was associated with measured gains in CT performance.”
From A Systematic Literature Review on the Pedagogical Implications and Impact of GenAI on Students' Critical Thinking (2026) · cites this paper as [14]
Studies consistently show that students achieve deeper cognitive engagement when GenAI use is paired with structured prompts, metacognitive scaffolds, and reflective tasks that require justification of reasoning.
“Studies consistently show that students achieve deeper cognitive engagement when GenAI use is paired with structured prompts, metacognitive scaffolds, and reflective tasks that require justification of reasoning [14,93].”
From A Systematic Literature Review on the Pedagogical Implications and Impact of GenAI on Students' Critical Thinking (2026) · cites this paper as [14]
Cites
Tversky, A., & Kahneman, D. (1974) · Science · doi:10.1126/science.185.4157.1124 · Cited by 28,810 · see citing works
ChatGPT for good? On opportunities and challenges of large language models for education
Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., et al. (2023) · Learning and Individual Differences · doi:10.1016/j.lindif.2023.102274 · Cited by 7,326 · see citing works
Chatting and cheating: Ensuring academic integrity in the era of ChatGPT
Cotton, D. R. E., Cotton, P. A., & Shipway, J. R. (2024) · Innovations in Education and Teaching International · doi:10.1080/14703297.2023.2190148 · Cited by 3,087 · see citing works
Chatting and Cheating. Ensuring academic integrity in the era of ChatGPT
Cotton, D., Cotton, P., & Shipway, J. R. (2023) · doi:10.35542/osf.io/mrz8h · Cited by 3,079 · see citing works
Human trust in artificial intelligence: Review of empirical research
Glikson, E., & Woolley, A. W. (2020) · Academy of Management Annals · doi:10.5465/annals.2018.0057 · Cited by 2,921 · see citing works
Conceptualizing AI literacy: An exploratory review
Ng, D. T. K., Leung, J. K. L., Chu, S. K. W., & Qiao, M. S. (2021) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2021.100041 · Cited by 2,205 · see citing works
What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature
Lo, C. K. (2023) · Education Sciences · doi:10.3390/educsci13040410 · Cited by 2,024 · see citing works
ChatGPT: Bullshit spewer or the end of traditional assessments in higher education?
(2023) · Journal of Applied Learning & Teaching · doi:10.37074/jalt.2023.6.1.9 · Cited by 1,806 · see citing works
An Overview of Chatbot Technology
Adamopoulou, E., & Moussiades, L. (2020) · IFIP advances in information and communication technology · doi:10.1007/978-3-030-49186-4_31 · Cited by 1,129 · see citing works
ChatGPT User Experience: Implications for Education
Zhai, X. (2023) · doi:10.2139/ssrn.4312418 · Cited by 935 · see citing works
Challenges and Opportunities of Generative AI for Higher Education as Explained by ChatGPT
Michel-Villarreal, R., Vilalta-Perdomo, E., Salinas-Navarro, D. E., Thierry-Aguilera, R., & Gerardou, F. S. (2023) · Education Sciences · doi:10.3390/educsci13090856 · Cited by 877 · see citing works
Crawford, J., Cowling, M., & Allen, K.-A. (2023) · Journal of University Teaching and Learning Practice · doi:10.53761/1.20.3.02 · Cited by 547 · see citing works
Schepman, A., & Rodway, P. (2023) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2022.2085400 · Cited by 503 · see citing works
Investigating the impact of user trust on the adoption and use of ChatGPT: Survey analysis
Choudhury, A., & Shamszare, H. (2023) · Journal of Medical Internet Research · doi:10.2196/47184 · Cited by 470 · see citing works
van den Berg, G., & du Plessis, E. (2023) · Education Sciences · doi:10.3390/educsci13100998 · Cited by 401 · see citing works
The shifting sands of creative thinking: Connections to dual-process theory
Sowden, P. T., Pringle, A., & Gabora, L. M. (2014) · Thinking & Reasoning · doi:10.1080/13546783.2014.885464 · Cited by 401 · see citing works
Advancing the rationality debate
Stanovich, K. E., & West, R. F. (2000) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00623439 · Cited by 355 · see citing works
Essel, H. B., Vlachopoulos, D., Essuman, A. B., & Amankwa, J. O. (2024) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2023.100198 · Cited by 296 · see citing works
Smartphone use and academic performance: A literature review
Amez, S., & Baert, S. (2020) · International Journal of Educational Research · doi:10.1016/j.ijer.2020.101618 · Cited by 268 · see citing works
Raghu Raman, R., Mandal, S., Das, P., Kaur, T., Sanjanasri, J. P., & Nedungadi, P. (2024) · Human Behavior and Emerging Technologies · doi:10.1155/2024/3085910 · Cited by 255 · see citing works
Leveraging ChatGPT for Enhancing Critical Thinking Skills
Guo, Y., & Lee, D. (2023) · Journal of Chemical Education · doi:10.1021/acs.jchemed.3c00505 · Cited by 250 · see citing works
Design, development and evaluation of a human-computer trust scale
Gulati, S., Sousa, S., & Lamas, D. (2019) · Behaviour & Information Technology · doi:10.1080/0144929x.2019.1656779 · Cited by 229 · see citing works
Rad, H. S., Alipour, R., & Jafarpour, A. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2023.2208170 · Cited by 214 · see citing works
Ku, K. Y. L., Kong, Q., Song, Y., Deng, L., Kang, Y., & Hu, A. (2019) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2019.05.004 · Cited by 207 · see citing works
The impact of educational chatbot on student learning experience
Ait Baha, T., El Hajji, M., Es-Saady, Y., & Fadili, H. (2024) · Education and Information Technologies · doi:10.1007/s10639-023-12166-w · Cited by 206 · see citing works
New Modes of Learning Enabled by AI Chatbots: Three Methods and Assignments
Mollick, E. R., & Mollick, L. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4300783 · Cited by 176 · see citing works
USEQ: A Short Questionnaire for Satisfaction Evaluation of Virtual Rehabilitation Systems
Gil-Gómez, J.-A., Manzano-Hernández, P., Albiol-Pérez, S., Aula-Valero, C., Gil-Gómez, H., & Lozano-Quilis, J.-A. (2017) · Sensors · doi:10.3390/s17071589 · Cited by 150 · see citing works
Co-designing AI literacy exhibits for informal learning spaces
Long, D., Blunt, T., & Magerko, B. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3476034 · Cited by 128 · see citing works
Online chat and chatbots to enhance mature student engagement in higher education
Abbas, N., Whitfield, J., Atwell, E., Bowman, H., Pickard, T., & Walker, A. (2022) · International Journal of Lifelong Education · doi:10.1080/02601370.2022.2066213 · Cited by 116 · see citing works
Students’ attitudes towards using ChatGPT as a learning tool: the case of the University of Jordan.
O. Ajlouni, A., Abd-Alkareem Wahba, F., & Salem Almahaireh, A. (2023) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v17i18.41753 · Cited by 116 · see citing works
Guerrero, J. G., Ali, S. A., & Attallah, D. M. A. (2022) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2021.11.008 · Cited by 108 · see citing works
Kosar, T., Ostojić, D., Liu, Y. D., & Mernik, M. (2024) · Mathematics · doi:10.3390/math12050629 · Cited by 98 · see citing works
Chang, C., Panjaburee, P., Lin, H., Lai, C., & Hwang, G. (2022) · Educational Technology Research and Development · doi:10.1007/s11423-021-10071-y · Cited by 88 · see citing works
Arrivillaga, C., Rey, L., & Extremera, N. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.107095 · Cited by 85 · see citing works
Krupp, L., Steinert, S., Kiefer-Emmanouilidis, M., Avila, K. E., Lukowicz, P., Kuhn, J., Küchemann, S., & Karolus, J. (2024) · Frontiers in Artificial Intelligence and Applications · doi:10.3233/faia240195 · Cited by 82 · see citing works
Hartanto, A., Lee, K. Y. X., Chua, Y. J., Quek, F. Y. X., & Majeed, N. M. (2022) · British Journal of Psychology · doi:10.1111/bjop.12597 · Cited by 62 · see citing works
Pinto, A., Sousa, S., Simões, A. C., & Santos, J. (2022) · Human Behavior and Emerging Technologies · doi:10.1155/2022/6437441 · Cited by 54 · see citing works
Meltzer, J. A., Rose, M. K., Le, A., Spencer, K. A., Goldstein, L., Gubanova, A., Lai, A. C., Yossofzai, M., Armstrong, S. E. M., & Bialystok, E. (2021) · Aging Neuropsychology and Cognition · doi:10.1080/13825585.2021.1991262 · Cited by 50 · see citing works
Leveraging ChatGPT for Enhancing English Writing Skills and Critical Thinking in University Freshmen
Minh, A. N. (2024) · Journal of Knowledge Learning and Science Technology · doi:10.60087/jklst.vol3.n2.p62 · Cited by 39 · see citing works
Li, Y., Li, K., Wei, W., Dong, J., Wang, C., Fu, Y., Li, J., & Peng, X. (2021) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2021.100799 · Cited by 38 · see citing works
Impact of social media use on critical thinking ability of university students
Cheng, L., Fang, G., Zhang, X., Lv, Y., & Liu, L. (2022) · Library Hi Tech · doi:10.1108/lht-11-2021-0393 · Cited by 38 · see citing works
The influence of media exposure on anxiety and working memory during lockdown period in Italy.
Fabio, R. A., & Suriano, R. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18179279 · Cited by 33 · see citing works
Self-citationA New Era: Intelligent Tutoring Systems Will Transform Online Learning for MillionsPreprint
St‐Hilaire, F., Vu, D. T., Frau, A., Burns, N., Faraji, F., Potochny, J., Robert, S., Roussel, A., Zheng, S., Glazier, T., et al. (2022) · arXiv (Cornell University) · doi:10.48550/arxiv.2203.03724 · Cited by 33 · see citing works
Martínez, R. A., Gajderowicz, T. J., & Rodríguez, V. G. G. (2024) · Revista de Educación a Distancia (RED) · doi:10.6018/red.604621 · Cited by 32 · see citing works
The Influence of Smartphone Use on Tweens’ Capacity for Complex Critical Thinking
Fabio, R. A., & Suriano, R. (2023) · Children · doi:10.3390/children10040698 · Cited by 28 · see citing works
Self-citationCritical Reflection on Using ChatGPT in Student Learning: Benefits or Potential Risks?
Chan, M. M. K., Wong, I. S. F., Yau, S. Y., & Lam, V. S. F. (2023) · Nurse Educator · doi:10.1097/nne.0000000000001476 · Cited by 28 · see citing works
Critical Thinking in Ethical and Neutral Settings in Gifted Children and Non-Gifted Children
Fabio, R. A., Croce, A., & Calabrese, C. (2022) · Children · doi:10.3390/children10010074 · Cited by 20 · see citing works
Self-citationMetacognitive control in single- vs. dual-process theory
Rumana, A. (2022) · Thinking & Reasoning · doi:10.1080/13546783.2022.2047106 · Cited by 19 · see citing works
Insight and Creativity in Problem Solving
(2018) · Routledge eBooks · doi:10.4324/9781315144061 · Cited by 15 · see citing works
HHAI 2024: Hybrid Human AI Systems for the Social Good
Muscato, B., Bushipaka, P., Gezi̇ci, G., Passaro, L., & Giannotti, F. (2024) · Frontiers in artificial intelligence and applications · doi:10.3233/faia386 · Cited by 12 · see citing works
College Students’ Critical Thinking: Assessment and Interpretation
Anghel, E., Braun, H. I., Friedman, A. A., & Baez-Cruz, M. (2021) · Journal of Higher Education Theory and Practice · doi:10.33423/jhetp.v21i10.4624 · Cited by 11 · see citing works
Effect of smartphone location on pharmacy students’ attention and working memory
Nakagawa, N., Odanaka, K., Ohara, H., Ito, T., Kisara, S., & Ito, K. (2022) · Journal Of Advanced Pharmacy Education And Research · doi:10.51847/7tgmb6sv8i · Cited by 11 · see citing works
Determinants of Preschool Teachers’ Knowledge-Sharing Behavior from a Thinking Style Perspective
Cheng, L., Wu, D., & Cao, J. (2023) · Behavioral Sciences · doi:10.3390/bs13030230 · Cited by 10 · see citing works
Understanding and Predicting Teachers' Intention to Use Educational Chatbots
Çelik, İ., & Muukkonen, H. (2023) · Proceedings. · doi:10.22318/icls2023.214919 · Cited by 6 · see citing works
Critical Thinking Skills of Students in Response Political News on Social Media Instagram
Dikarsa, A. A., Abdulkarim, A., & Halimi, M. (2020) · Journal of International Conference Proceedings · doi:10.32535/jicp.v2i4.779 · Cited by 3 · see citing works
Flagged first, then by citations
1 of the 56 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Higher education students’ perceptions of ChatGPT: A global study of early reactions
Ravšelj, D., Keržič, D., Tomaževič, N., Umek, L., Brezovar, N., A. Iahad, N., Abdulla, A. A., Akopyan, A., Aldana Segura, M. W., AlHumaid, J., et al. (2025) · PLOS ONE · doi:10.1371/journal.pone.0315011 · Cited by 376 · see citing works
Sardi, J., Darmansyah, Candra, O., Yuliana, D. F., Habibullah, Yanto, D. T. P., & Eliza, F. (2025) · International Journal of Engineering Pedagogy (iJEP) · doi:10.3991/ijep.v15i1.53379 · Cited by 105 · see citing works
Modeling AI-assisted writing: How self-regulated learning influences writing outcomes
Jin, F., Lin, C.-H., & Lai, C. (2025) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108538 · Cited by 93 · see citing works
Unveiling trust in AI: the interplay of antecedents, consequences, and cultural dynamics
Dang, Q., & Li, G. (2025) · AI & Society · doi:10.1007/s00146-025-02477-6 · Cited by 111 · see citing works
Liu, X., & Zhong, B. (2025) · Educational Research Review · doi:10.1016/j.edurev.2025.100741 · Cited by 78 · see citing works
Bai, Y., & Wang, S. (2025) · Scientific Reports · doi:10.1038/s41598-025-08697-6 · Cited by 86 · see citing works
Critical GenAI Literacy: Postdigital Configurations
Rapanta, C., Bhatt, I., Bozkurt, A., Chubb, L. A., Erb, C., Forsler, I., Gravett, K., Koole, M. L., Lintner, T., Örtegren, A., et al. (2025) · Postdigital Science and Education · doi:10.1007/s42438-025-00573-w · Cited by 87 · see citing works
Guo, K., Zhang, E. D., Li, D., & Yu, S. (2025) · British Journal of Educational Technology · doi:10.1111/bjet.13540 · Cited by 69 · see citing works
Nasr, N. R., Tu, C., Werner, J., Bauer, T., Yen, C., & Sujo-Montes, L. E. (2025) · Education Sciences · doi:10.3390/educsci15091198 · Cited by 104 · see citing works
Jin, F., Sun, L., Pan, Y., & Lin, C. (2025) · Computers & Education · doi:10.1016/j.compedu.2025.105248 · Cited by 72 · see citing works
Zhou, J., Zhang, J., Wan, R., Cui, X., Liu, Q., Guo, H., Shi, X., Fu, B., Meng, J., Yue, B., et al. (2025) · BMC Medical Education · doi:10.1186/s12909-025-06916-2 · Cited by 55 · see citing works
Ai-Based Chatbot Interactions and Critical Thinking Skills: An Exploratory Study
Fabio, R. A., Plebe, A., & Suriano, R. (2025) · Current Psychology · doi:10.1007/s12144-024-06795-8 · Cited by 49 · see citing works
Self-citationAcosta-Enriquez, B. G., Ballesteros, M. A. A., Valle, M. D. L. Á. G., Angaspilco, J. E. M., Aquino, J., Bravo, J., Reyes, N. C. G., García, R. E. A., & Castillo, W. E. J. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100381 · Cited by 45 · see citing works
Ma, T. (2024) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2024.100336 · Cited by 54 · see citing works
Collaborative Uses of GenAI Tools in Project-Based Learning
Perifanou, M. A., & Economides, A. A. (2025) · Education sciences · doi:10.3390/educsci15030354 · Cited by 45 · see citing works
Helal, M. Y. I., Elgendy, I. A., Albashrawi, M. A., Dwivedi, Y. K., Al-Ahmadi, S., & Jeon, I. (2025) · Information Discovery and Delivery · doi:10.1108/idd-05-2025-0125 · Cited by 47 · see citing works
Enhancing critical thinking skills in ChatGPT-human interaction: a scoping review
Raitskaya, L., & Tikhonova, E. (2025) · Journal of Language and Education · doi:10.17323/jle.2025.27387 · Cited by 30 · see citing works
Guan, L., Lee, J. C., Zhang, Y., & Gu, M. M. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100384 · Cited by 53 · see citing works
Alqurni, J. S. (2026) · Frontiers in Artificial Intelligence · doi:10.3389/frai.2026.1738774 · Cited by 41 · see citing works
Wen, Y., Zhao, X., Li, X., & Zang, Y. (2025) · Sustainability · doi:10.3390/su17031127 · Cited by 30 · see citing works
Zhang, Q., Siraj, S. B., & Razak, R. A. (2025) · Innovation in Language Learning and Teaching · doi:10.1080/17501229.2025.2515111 · Cited by 24 · see citing works
Reimagining flipped learning via bloom's taxonomy and student–teacher–GenAI interactions
Kwan, P., Kadel, R., Memon, T. D., & Hashmi, S. S. (2025) · Education Sciences · doi:10.3390/educsci15040465 · Cited by 24 · see citing works
A review of ChatGPT in medical education: exploring advantages and limitations
Cheng, Y., & Zhu, L. (2025) · International Journal of Surgery · doi:10.1097/js9.0000000000002505 · Cited by 24 · see citing works
Liu, Z., Guo, H., Zhou, Z., Ma, F., & Zeng, Y. (2025) · BMC Psychology · doi:10.1186/s40359-025-03630-y · Cited by 26 · see citing works
Turós, M., Nagy, R., & Szűts, Z. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100394 · Cited by 27 · see citing works
Martin, A. F., Tubaltseva, S., Harrison, A., & Rubin, G. J. (2025) · Behavioral Sciences · doi:10.3390/bs15060808 · Cited by 16 · see citing works
“Initial studies suggest that, while students may benefit from AI-enhanced feedback, overreliance on these tools may undermine opportunities for deep learning and critical engagement (Kasneci et al., 2023; Suriano et al., 2025; Zawacki-Richter et al., 2019; Zhai et al., 2024).”
Richter, S., Kishore, S., Piven, I. P., Dodd, P., & Bate, G. W. (2025) · British Journal of Educational Technology · doi:10.1111/bjet.13610 · Cited by 19 · see citing works
Balart, T., Díaz, B., & Shryock, K. (2026) · Algorithms · doi:10.3390/a19030179 · Cited by 15 · see citing works
“For example, Suriano et al. [14] reported that depth of interaction with a chatbot was associated with measured gains in CT performance.”
InfluentialFabio, R., & Suriano, R. (2025) · Personality and Individual Differences · doi:10.1016/j.paid.2025.113251 · Cited by 17 · see citing works
Self-citationBlasco, A., & Charisi, V. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5040921 · Cited by 19 · see citing works
Fabio, R. A., & Iaconis, S. M. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21101305 · Cited by 14 · see citing works
Self-citationWong, S. S. H., & Qiu, S. X. (2026) · Educational Psychology Review · doi:10.1007/s10648-026-10118-7 · Cited by 15 · see citing works
Can ChatGPT Boost Students’ Employment Confidence? A Pioneering Booster for Career Readiness
Xiao, Y., & Li, Z. (2025) · Behavioral Sciences · doi:10.3390/bs15030362 · Cited by 16 · see citing works
Fabio, R. A., & Suriano, R. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21121705 · Cited by 12 · see citing works
Self-citationFabio, R. A., Antonietti, A., Iannello, P., & Suriano, R. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1599920 · Cited by 12 · see citing works
Self-citationYang, B., Sun, Y., Zeng, Z., & Li, Q. (2025) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2025.103002 · Cited by 11 · see citing works
van den Berg, G. (2025) · Discover Education · doi:10.1007/s44217-025-00596-2 · Cited by 23 · see citing works
What Shapes Learners’ Trust in AI? A Meta-Analytic Review of Its Antecedents and Consequences
Cui, Y., Zeng, M. L., Du, X. K., & He, W. M. (2025) · IEEE Access · doi:10.1109/access.2025.3611367 · Cited by 17 · see citing works
ChatGPT in education: A systematic review of its impact on critical thinking skills and dispositions
Guo, Y., Huang, L., Zhang, C., Li, Q., & Chen, M. (2025) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2025.102106 · Cited by 18 · see citing works
Fabio, R. A., Pietro, A. D., & Suriano, R. (2025) · Psychiatry International · doi:10.3390/psychiatryint7010005 · Cited by 10 · see citing works
Self-citationOksanen, A., Osma, T., Heiskari, M., Cvetkovic, A., Ruokosuo, E. S., Koike, M., Arriaga, P., & Savolainen, I. (2026) · Computers in Human Behavior Artificial Humans · doi:10.1016/j.chbah.2026.100251 · Cited by 10 · see citing works
Lee, Y.-F., Hwang, G., & Cheng, L. (2025) · Interactive Learning Environments · doi:10.1080/10494820.2025.2523395 · Cited by 11 · see citing works
Hosayny, O. E., Razkane, H., & Yeou, M. (2025) · Discover Artificial Intelligence · doi:10.1007/s44163-025-00390-x · Cited by 10 · see citing works
Seung, Y., & Basham, J. D. (2026) · Learning Disability Quarterly · doi:10.1177/07319487261439132 · Cited by 12 · see citing works
Hu, Y., Curdt‐Christiansen, X. L., & Wang, J. (2025) · Journal of English for Academic Purposes · doi:10.1016/j.jeap.2025.101586 · Cited by 13 · see citing works
ChatGPT in science and research: How generative AI drives innovation and knowledge development
Madzík, P., Falát, L., Skýpalová, R., Jašušáková, L., & Zimon, D. (2026) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2025.100889 · Cited by 9 · see citing works
Bridging AI chatbot use and critical thinking: the mediating role of AI literacy
Badali, M., Shahalizadeh, M., Alimirzaie, M., Noroozi, O., & Banihashem, S. K. (2026) · Interactive Learning Environments · doi:10.1080/10494820.2025.2605487 · Cited by 9 · see citing works
Abedin, M. Z., Hayajneh, A., & Raahemi, B. (2026) · AI in Education · doi:10.3390/aieduc2020011 · Cited by 9 · see citing works
Soleimani, S., Farrokhnia, M., van Dijk, A., & Noroozi, O. (2025) · Innovations in Education and Teaching International · doi:10.1080/14703297.2025.2530767 · Cited by 8 · see citing works
Zhang, L., Fang, C., Lin, H., Liang, G., & Luo, S. (2025) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2025.102020 · Cited by 8 · see citing works
Zhu, S., Li, Q. H., Yao, Y., Li, J., & Zhu, X. (2025) · Assessing Writing · doi:10.1016/j.asw.2025.100960 · Cited by 12 · see citing works
Teachers’ perceptions of value-sensitive AI in education: A case study of AI tutor
Shen, Y., Le, H., Wang, Z., & Wang, Q. (2025) · Teaching and Teacher Education · doi:10.1016/j.tate.2025.105253 · Cited by 10 · see citing works
Li, X., & Awang, M. M. B. (2026) · European Journal of Education · doi:10.1111/ejed.70490 · Cited by 7 · see citing works
Adnans, A. A., Serang, Y., Eunike, I. J., & Silalahi, A. D. K. (2025) · Computers and Education Open · doi:10.1016/j.caeo.2025.100316 · Cited by 11 · see citing works
Alotaibi, N. (2026) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2026.100990 · Cited by 6 · see citing works
Pietarinen, A.-V., & Shi, S. (2026) · Postdigital Science and Education · doi:10.1007/s42438-026-00644-6 · Cited by 6 · see citing works
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Archila, P. A., Ortiz, B. T., de Mejía, A. T., & Molina, J. A. (2025) · Science & Education · doi:10.1007/s11191-025-00639-y · Cited by 5 · see citing works
Chans, G. M., Merino‐Soto, C., Chávez, S. S., Castro, J. A. G., Zavala, G., & Sánchez-Rodríguez, E. P. (2025) · IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon62633.2025.11016312 · Cited by 6 · see citing works
Min, G., & Jiazhu, L. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1689099 · Cited by 6 · see citing works
Cong‐Lem, N. (2025) · Journal of Academic Ethics · doi:10.1007/s10805-025-09704-1 · Cited by 5 · see citing works
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Chapman, B. L., Ross, A. S., & Petraki, E. (2025) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2025.102351 · Cited by 12 · see citing works
Elzeky, M. E. H., & Shahine, N. F. M. (2025) · Nurse Education in Practice · doi:10.1016/j.nepr.2025.104696 · Cited by 5 · see citing works
Cong‐Lem, N., & THUY-DUNG, N. T. (2026) · European Journal of Psychology of Education · doi:10.1007/s10212-026-01089-y · Cited by 5 · see citing works
Generative AI for Collaborative Learning: Fostering Critical Thinking in Teacher Education
Lehtinen, A., Channa, F. R., Näykki, P., Ahlström, E., & Hiljanen, M. (2026) · Journal of Computer Assisted Learning · doi:10.1002/jcal.70256 · Cited by 5 · see citing works
The Impact of AI Use in Programming Courses on Critical Thinking Skills
Clarke, C. J. S. F., & Konak, A. (2025) · Journal of Cybersecurity Education Research and Practice · doi:10.62915/2472-2707.1220 · Cited by 5 · see citing works
Wu, B., He, Y.-N., Song, Y., & Li, H.-H. (2025) · Interactive Learning Environments · doi:10.1080/10494820.2025.2538750 · Cited by 4 · see citing works
Efimova, E., & Nygren, T. (2025) · The Journal of Social Studies Research · doi:10.1177/0885985x251382072 · Cited by 5 · see citing works
Wang, R., Liu, C., & Yi, F. (2025) · Medical Education · doi:10.1111/medu.70100 · Cited by 6 · see citing works
Hooked on help: Student overreliance on ChatGPT in higher education
Farhat, Z. (2025) · Journal of Information Technology Teaching Cases · doi:10.1177/20438869251397953 · Cited by 11 · see citing works
Designing and validating an AI-supported tool for enhancing critical inquiry in EFL education
Lai, W. Y. W., Kim, P., & Lee, J. S. (2025) · Research Methods in Applied Linguistics · doi:10.1016/j.rmal.2025.100266 · Cited by 4 · see citing works
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Suriano, R., Acciai, A., Fabio, R. A., Guerrisi, L., & Plebe, A. (2026) · Current Psychology · doi:10.1007/s12144-025-08798-5 · Cited by 4 · see citing works
Self-citationPark, E. K. (2026) · Behaviour and Information Technology · doi:10.1080/0144929x.2026.2619983 · Cited by 6 · see citing works
Generative AI in Higher Education: Conditions for Supporting Students’ Metacognitive Regulation
Zilberman, N. N. (2026) · Open Education · doi:10.21686/1818-4243-2026-1-15-22 · Cited by 5 · see citing works
Leveraging generative AI to facilitate peer feedback in collaborative argumentation learning
Chang, Y., Liu, Q., Lu, Y., & Miao, E. (2026) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-026-00586-w · Cited by 4 · see citing works
Zhou, C. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1830646 · Cited by 4 · see citing works
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Suriano, R., & Plebe, A. (2026) · Journal of Intelligence · doi:10.3390/jintelligence14070141 · Cited by 4 · see citing works
Self-citationGenerative Artificial Intelligence in University Education
Wu, Y., Zhang, W., & Lin, C. (2025) · IT Professional · doi:10.1109/mitp.2025.3545629 · Cited by 4 · see citing works
ChatGPT 's Performance Evaluation in Spreadsheets Modelling to Inform Assessments Redesign
Cheong, M. L. F. (2025) · Journal of Computer Assisted Learning · doi:10.1111/jcal.70035 · Cited by 4 · see citing works
Gu, J., Liu, J., Zeng, L., Yu, Y., Qiu, Y., Yue, Y., Tong, M., Yang, F., & Zhang, X. (2025) · Scientific Reports · doi:10.1038/s41598-025-06358-2 · Cited by 4 · see citing works
Yetik, S. S. (2025) · Kastamonu Eğitim Dergisi · doi:10.24106/kefdergi.1748350 · Cited by 4 · see citing works
Silva-Fuentes, E., Valdés-León, G., & Yáñez, R. O. (2025) · Revista de Comunicación de la SEECI · doi:10.15198/seeci.2025.58.e927 · Cited by 4 · see citing works
Kılıç, E., Almasri, F., & Çelik, H. E. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100486 · Cited by 5 · see citing works
Critical thinking in higher education: Identifying the pedagogical practices and modes of engagement
Shahab, C., & Barak, M. (2025) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2025.102041 · Cited by 3 · see citing works
Zarandi, F. M., Martin, M., Wei, S., & Reeping, D. P. (2025) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie63693.2025.11328196 · Cited by 3 · see citing works
Xiao, S., & Hu, B. (2026) · Education and Information Technologies · doi:10.1007/s10639-026-13909-1 · Cited by 3 · see citing works
Meishar‐Tal, H., & Amzalag, M. (2026) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2026.102246 · Cited by 5 · see citing works
Zhang, H., & Jiang, R. (2026) · Education and Information Technologies · doi:10.1007/s10639-026-14026-9 · Cited by 5 · see citing works
Huang, L., & Luo, W. (2026) · Behavioral Sciences · doi:10.3390/bs16061002 · Cited by 4 · see citing works
Mapping the complexity of learners’ attitudes toward ChatGPT: preliminary validation of a new scale
Zhang, Y., Xue, X., Ding, M., & Yang, X. (2025) · Behaviour and Information Technology · doi:10.1080/0144929x.2025.2520595 · Cited by 3 · see citing works
Future workforce skills for Saudi Arabia: A PLS-SEM analysis of vision 2030 readiness
Alrashedi, A. K. (2025) · Information Development · doi:10.1177/02666669251357311 · Cited by 3 · see citing works
English-Major Master's Students Regarding the Use of ChatGPT in Learning Research Writing at IUH
Truong, T. A. A., Le, H. K. N., & Nguyen, V. H. Q. (2025) · International journal of AI in language education. · doi:10.54855/ijaile.25216 · Cited by 3 · see citing works
ChatGPT Application in ELT: the International Context, the Moroccan Context, and Future Prospects
OUAHANI, N.-E., & Mahraj, M. (2025) · Journal of English Language Teaching and Applied Linguistics · doi:10.32996/jeltal.2025.7.1.5 · Cited by 3 · see citing works
Practice-Oriented Software Engineering Education Model Utilizing Generative AI
Hwang, S. (2025) · The Journal of Korean Association of Computer Education · doi:10.32431/kace.2025.28.3.006 · Cited by 2 · see citing works
Adams, L. E., & Alzaabi, I. (2025) · IGI Global eBooks · doi:10.4018/979-8-3373-0771-8.ch007 · Cited by 2 · see citing works
Zhang, Y., Xu, Y., Li, L., Liu, J., Yang, L., Wen, T., Zhou, J., & Ding, J. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2531281 · Cited by 2 · see citing works
Anggraeni, D. M., & Saphıra, H. V. (2025) · Studies in Learning and Teaching · doi:10.46627/silet.v6i1.634 · Cited by 2 · see citing works
Bian, X., Sitthiworachart, J., & Ratanaolarn, T. (2025) · Cogent Education · doi:10.1080/2331186x.2025.2557616 · Cited by 2 · see citing works
Measuring student receptivity to ChatGPT in higher education: A case study from Peru
Chura‐Quispe, G., Estrada-Araoz, E. G., Ayay-Arista, G., Quiac, S. C., García, P. P. A., & Cruz-Laricano, E. O. (2025) · Online Journal of Communication and Media Technologies · doi:10.30935/ojcmt/17380 · Cited by 4 · see citing works
Ada, M. B. (2025) · ACM Transactions on Computing Education · doi:10.1145/3777904 · Cited by 2 · see citing works
Hamdan-Mansour, R. A., Hardan, F. A. A., Alayasrah, M. A., Nabulsi, H. M. A., Fawaz, M. A., Hamdan‐Mansour, A. M., & AboHanana, R. B. (2025) · BMC Medical Education · doi:10.1186/s12909-025-08453-4 · Cited by 2 · see citing works
- Authors
- Suriano, R., Plebe, A., Acciai, A., & Fabio, R. A.
- Affiliations
- University of Messina (IT)
- Corresponding author
- Suriano, Rossella
- Venue
- Learning and Instruction
- Publisher
- Elsevier BV
- Published
- 2025-02
- Volume
- 95
- Pages
- 102011
- ISSN
- 0959-4752 (ISSN-L)
- OpenAlex
- W4402483923
- Cited by
- 208
- References
- 56
- Citations by year
- 2026: 99 · 2025: 101 · 2024: 8
- FWCI
- 78.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Learning and Instruction (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Social Sciences › Education › Education and Critical Thinking Development
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Keywords
- ChatGPT, AI chatbots in education, critical thinking, student attitudes toward AI, trust in AI, student engagement, AI knowledge, student-AI interaction
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