Students’ perceptions about the opportunities and challenges of ChatGPT in higher education: a cross-sectional survey based in China
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The development of critical thinking is gaining traction as a complementary skill to help students evaluate AI outputs and question their applicability.
“the development of critical thinking is gaining traction as a complementary skill, helping students to evaluate AI outputs and question their applicability (Cao et al., 2025; Cowling et al., 2023; Fitzek & B â rg ă oanu, 2025; Malik et al., 2023).”
From Six Institutional Intervention Areas to Support Ethical and Effective Student Use of Generative AI in Higher Education: A Narrative Review (2026) · cites this paper as Cao et al., 2025
Cites
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
Students' voices on generative ai: perceptions, benefits, and challenges in higher education
Chan, C. K. Y., & Hu, W. (2023) · arXiv · doi:10.48550/arxiv.2305.00290 · Cited by 2,504 · cited 1× · see citing works
“Currently, the research and implementation of ChatGPT have become a prominent and hotly discussed topic in the field of higher education (Chan & Hu, 2023; Rawas, 2023; Wardat et al., 2023).”
Students’ voices on generative AI: perceptions, benefits, and challenges in higher education
Chan, C. K. Y., & Hu, W. (2023) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-023-00411-8 · Cited by 2,301 · cited 1× · see citing works
“Currently, the research and implementation of ChatGPT have become a prominent and hotly discussed topic in the field of higher education (Chan & Hu, 2023; Rawas, 2023; Wardat et al., 2023).”
ChatGPT: five priorities for research
van Dis, E. A. M., Bollen, J., Zuidema, W., van Rooij, R., & Bockting, C. L. (2023) · Nature · doi:10.1038/d41586-023-00288-7 · Cited by 1,842 · cited 1× · see citing works
“This will not only accelerate innovation, but may lead to new breakthroughs across disciplines (Van Dis et al., 2023).”
ChatGPT is fun, but not an author
Thorp, H. H. (2023) · Science · doi:10.1126/science.adg7879 · Cited by 1,437 · see citing works
Gao, C. A., Howard, F. M., Markov, N. S., Dyer, E. C., Ramesh, S., Luo, Y., & Pearson, A. T. (2022) · doi:10.1101/2022.12.23.521610 · Cited by 1,099 · cited 1× · see citing works
“This poses a challenge to educators and researchers (Cotton et al., 2024; Dehouche, 2021; Gao et al., 2022).”
Gao, C. A., Howard, F. M., Markov, N. S., Dyer, E. C., Ramesh, S., Luo, Y., & Pearson, A. T. (2023) · npj Digital Medicine · doi:10.1038/s41746-023-00819-6 · Cited by 1,099 · see citing works
ChatGPT for Education and Research: Opportunities, Threats, and Strategies
Rahman, M. M., & Watanobe, Y. (2023) · Applied Sciences · doi:10.3390/app13095783 · Cited by 1,080 · cited 3× · see citing works
“The ChatGPT model can be used as a professional tutor for developing language skills, programming, report writing, project management, and technical (e.g., medical, legal, and IT) report writing (Rahman & Watanobe, 2023).”
InfluentialGrassini, S. (2023) · Education Sciences · doi:10.3390/educsci13070692 · Cited by 1,048 · cited 1× · see citing works
“Although the potential benefits of ChatGPT for intelligent education are enor - mous, several studies have found that ChatGPT could affect college students’ high-level cognitive abilities and academic integrity (Farrokhnia et al., 2023; Grassini, 2023; Jarrah et al., 2023).”
ChatGPT User Experience: Implications for Education
Zhai, X. (2023) · doi:10.2139/ssrn.4312418 · Cited by 935 · cited 2× · see citing works
“Studies have shown that ChatGPT can help researchers write a coherent, accurate, informative, and systematic paper efficiently (Zhai, 2022).”
ChatGPT listed as author on research papers: many scientists disapprove
Stokel-Walker, C. (2023) · Nature · doi:10.1038/d41586-023-00107-z · Cited by 868 · see citing works
Eysenbach, G. (2023) · JMIR Medical Education · doi:10.2196/46885 · Cited by 840 · see citing works
Ouyang, F., Zheng, L., & Jiao, P. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-10925-9 · Cited by 831 · see citing works
Strzelecki, A. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2023.2209881 · Cited by 807 · cited 1× · see citing works
“A potential key factor is the attitude of college students toward ChatGPT (Strzelecki, 2023).”
Exploring the potential of using an AI language model for automated essay scoring
Mizumoto, A., & Eguchi, M. (2023) · Research Methods in Applied Linguistics · doi:10.1016/j.rmal.2023.100050 · Cited by 647 · see citing works
Chan, C. K. Y., & Lee, K. K. W. (2023) · Smart Learning Environments · doi:10.1186/s40561-023-00269-3 · Cited by 634 · see citing works
Abstracts written by ChatGPT fool scientists
Else, H. (2023) · Nature · doi:10.1038/d41586-023-00056-7 · Cited by 611 · see citing works
ChatGPT: A revolutionary tool for teaching and learning mathematics
Wardat, Y., Tashtoush, M. A., AlAli, R. M., & Jarrah, A. M. (2023) · Eurasia Journal of Mathematics Science and Technology Education · doi:10.29333/ejmste/13272 · Cited by 593 · see citing works
Open artificial intelligence platforms in nursing education: Tools for academic progress or abuse?
O’Connor, S., & ChatGPT (2023) · Nurse Education in Practice · doi:10.1016/j.nepr.2022.103537 · Cited by 585 · see citing works
AI bot ChatGPT writes smart essays — should professors worry?
Stokel-Walker, C. (2022) · Nature · doi:10.1038/d41586-022-04397-7 · Cited by 543 · see citing works
ChatGPT Goes to Law SchoolPreprint
Choi, J. H., Hickman, K. E., Monahan, A., & Schwarcz, D. B. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4335905 · Cited by 522 · see citing works
A review on artificial intelligence in education
Huang, J., Saleh, S., & Liu, Y. (2021) · Academic Journal of Interdisciplinary Studies · doi:10.36941/ajis-2021-0077 · Cited by 439 · see citing works
(2023) · Journal of Applied Learning & Teaching · doi:10.37074/jalt.2023.6.1.23 · Cited by 421 · cited 1× · see citing works
“Researchers have also found (Fidan & Gencel, 2022; Rudolph et al., 2023) that ChatGPT can enhance student engagement in online courses, prompting students to ask questions, engage in in-depth discus - sions, and receive suggestions for course learning, which leads to students’ higher satisfaction…”
ChatGPT: Empowering lifelong learning in the digital age of higher education
Rawas, S. (2024) · Education and Information Technologies · doi:10.1007/s10639-023-12114-8 · Cited by 310 · see citing works
Plagiarism in the age of massive generative pre-trained transformers (GPT-3)
Dehouche, N. (2021) · Ethics in Science and Environmental Politics · doi:10.3354/esep00195 · Cited by 296 · see citing works
ChatGPT: The End of Online Exam Integrity?
Sušnjak, T., & McIntosh, T. R. (2024) · Education Sciences · doi:10.3390/educsci14060656 · Cited by 245 · see citing works
Kim, J. K., Chua, M., Rickard, M., & Lorenzo, A. (2023) · Journal of Pediatric Urology · doi:10.1016/j.jpurol.2023.05.018 · Cited by 225 · see citing works
Using ChatGPT in academic writing is (not) a form of plagiarism: What does the literature say?
Jarrah, A. M., Wardat, Y., & Fidalgo, P. (2023) · Online Journal of Communication and Media Technologies · doi:10.30935/ojcmt/13572 · Cited by 220 · see citing works
Wu, W., Zhang, B., Li, S., & Liu, H. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.870777 · Cited by 213 · see citing works
Landauer, T. K. (2003) · Assessment in Education Principles Policy and Practice · doi:10.1080/0969594032000148154 · Cited by 198 · see citing works
Fidan, M., & Gencel, N. (2022) · Journal of Educational Computing Research · doi:10.1177/07356331221077901 · Cited by 186 · see citing works
Ethical issues of the use of AI-driven mobile apps for education
Klimova, B., Pikhart, M., & Kacetl, J. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1118116 · Cited by 173 · see citing works
Automated Essay Writing: An AIED Opinion
Sharples, M. (2022) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-022-00300-7 · Cited by 171 · see citing works
Ni, A., & Cheung, A. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-11305-z · Cited by 169 · see citing works
The future of public administration research: An editor's perspective
McDonald, B. D., Hall, J. L., O'Flynn, J., & van Thiel, S. (2022) · Public Administration · doi:10.1111/padm.12829 · Cited by 138 · see citing works
Initial impressions of <scp>ChatGPT</scp> for anatomy education
Mogali, S. R. (2024) · Anatomical Sciences Education · doi:10.1002/ase.2261 · Cited by 113 · see citing works
Challenge, integration, and change: ChatGPT and future anatomical education
Leng, L. (2024) · Medical Education Online · doi:10.1080/10872981.2024.2304973 · Cited by 82 · see citing works
Manohar, N., & Prasad, S. S. (2023) · Cureus · doi:10.7759/cureus.34616 · Cited by 63 · see citing works
Sifat, R. I. (2023) · Annals of Biomedical Engineering · doi:10.1007/s10439-023-03204-2 · Cited by 34 · see citing works
Exploring ChatGPT Uses in Higher Studies:
Mohammed, A. A., Al-Ghazali, A., & Alqohfa, K. A. S. (2023) · Journal of English Studies in Arabia Felix · doi:10.56540/jesaf.v2i2.55 · Cited by 28 · see citing works
(2023) · UiTM Institutional Repositories (Universiti Teknologi MARA) · doi:10.3389/fpsyg.2021 · Cited by 28 · see citing works
The Role of ChatGPT in Medical Research: Progress and Limitations
Ashraf, H., & Ashfaq, H. (2023) · Annals of Biomedical Engineering · doi:10.1007/s10439-023-03311-0 · Cited by 23 · see citing works
ChatGPT and Forms of Deception
Milton, C. L. (2023) · Nursing Science Quarterly · doi:10.1177/08943184231169753 · Cited by 16 · see citing works
Should schools ban AI chatbots?
Hsu, J. (2023) · The New Scientist · doi:10.1016/s0262-4079(23)00099-4 · Cited by 12 · see citing works
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- Authors
- Cao, X., Lin, Y.-J., Zhang, J.-H., Tang, Y.-P., Zhang, M.-P., & Gao, H.-Y.
- Affiliations
- Chengdu Medical College (CN)
- Corresponding author
- Cao, Xi
- Gao, Hao-Yue
- Venue
- Education and Information Technologies
- Published
- 2025-01-10
- Volume
- 30
- Issue
- 9
- Pages
- 12345-12364
- ISSN
- 1360-2357 (ISSN-L)
- 1573-7608
- OpenAlex
- W4406250025
- Cited by
- 22
- References
- 42
- Citations by year
- 2026: 14 · 2025: 8
- FWCI
- 14.14
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Education and Information Technologies (publishedVersion)
- Funders
- Chengdu Medical College undergraduate education and teaching reform research project in 2022 (JG2022010)
- Chengdu Medical College, Sichuan Applied Psychology Research Center (CSXL-22212)
- Chengdu Medical College-the Second Affiliated Hospital of Chengdu Medical College Joint Fund Project (2022LHFSSYB-06)
- Sichuan Medical Law Research Center 2022 Scientific Research Project (YF23-Q15)
- Topics
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Physical Sciences › Computer Science › Artificial Intelligence › AI in Service Interactions
- Keywords
- ChatGPT, generative AI, student perceptions, higher education, artificial intelligence in education, ethical risks of AI, AI accuracy, career development, personalized learning, Chinese university students
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