Healthcare students attitudes opinions perceptions and perceived obstacles regarding ChatGPT in Saudi Arabia: a survey‑based cross‑sectional study
Open accessAbstract
With growing technology, it's easier for students to accomplish their assignments with little or no effort. This study assesses attitudes, opinions, perceptions, and perceived obstacles regarding ChatGPT among healthcare students at King Saud University, Riyadh, Saudi Arabia. A cross-sectional study among healthcare students was conducted from the beginning of January to April 2024 using social media, platforms through a prevalidated series of questionnaires. This study included students from the College of Pharmacy, Nursing, and Emergency Medical Services (EMS). A total of 354 students included in the study. The data was analyzed using a statistical package for social science (SPSS). Among the healthcare students 39.8% (n = 141) of them were between 23 and 24 years old and most of them were male 68.4% (n = 242). The majority of the healthcare students 91.2% (n = 323) were familiar with the term "ChatGPT, while 75.1% (n = 266) of them were comfortable to some extent in using ChatGPT in their academic activity. Although 22% (n = 78) of healthcare students stated they had used ChatGPT in their academics 29.5% of them perceived that ChatGPT is used in information gathering. In addition, 66.7% of them showed positive attitudes towards ChatGPT. While 61.3% of the healthcare students perceived that ChatGPT may increase productivity and 84.7% of them revealed that it has a positive impact on education. The mean perceptions score of ChatGPT was significantly higher among females (22.64 ± 6.36) comparing male students (21.71 ± 4.66) (t = 1.551; p = 0.001). Similarly, the mean perception score of ChatGPT was higher among pharmacy (22.99 ± 5.48) compared to other healthcare students (F = 4.941; p = 0.008). The current findings concluded that most of the healthcare students are familiar with ChatGPT and show positive perceptions, and perceived that ChatGPT may increase productivity and have a positive impact on education. Therefore, we recommend future studies concentrate on enhancing the ethical and successful application of AI tools and ChatGPT in the academic setting is pivotal.
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When adequate educational resources are provided, gender differences in technology adoption tend to narrow.
“However, other authors have documented that when adequate educational resources are provided, gender differences in technology adoption tend to narrow [42].”
From Knowledge and use, Perceptions of Benefits and Limitations of Artificial Intelligence Chatbots among Italian Physiotherapy students: a cross-sectional National Study (2025) · cites this paper as [42]
The Results section reports higher ChatGPT perception scores among female than male healthcare students, and the Discussion recommends sharing more information about AI tools. Neither section examines whether providing educational resources narrows gender differences in technology adoption. Searches for that relationship and for gender-related access or training found no supporting passage in our copy; page numbers were not available. (LLM, conf=0.75)
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Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., et al. (2023) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2023.102642 · Cited by 4,584 · see citing works
Understanding the role of digital technologies in education: A review
Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022) · Sustainable Operations and Computers · doi:10.1016/j.susoc.2022.05.004 · Cited by 2,647 · 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 for Education and Research: Opportunities, Threats, and Strategies
Rahman, M. M., & Watanobe, Y. (2023) · Applied Sciences · doi:10.3390/app13095783 · Cited by 1,080 · see citing works
Grassini, S. (2023) · Education Sciences · doi:10.3390/educsci13070692 · Cited by 1,048 · cited 1× · see citing works
“While some educators hailed the technology as a progressive development, others expressed concerns about its potential to undermine critical thinking abilities and encourage misconduct 14 .”
BackgroundExploring Students’ Perceptions of ChatGPT: Thematic Analysis and Follow-Up Survey
Shoufan, A. (2023) · IEEE Access · doi:10.1109/access.2023.3268224 · Cited by 499 · see citing works
Drivers and Consequences of ChatGPT Use in Higher Education: Key Stakeholder Perspectives
Hasanein, A. M., & Sobaih, A. E. E. (2023) · European Journal of Investigation in Health Psychology and Education · doi:10.3390/ejihpe13110181 · Cited by 329 · see citing works
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
Farazouli, A., Cerratto-Pargman, T., Bolander-Laksov, K., & McGrath, C. (2024) · Assessment & Evaluation in Higher Education · doi:10.1080/02602938.2023.2241676 · Cited by 219 · see citing works
Syed, W., & Al‐Rawi, M. B. A. (2023) · Medicina · doi:10.3390/medicina59050828 · Cited by 141 · see citing works
Self-citationAlkhaaldi, S. M. I., Kassab, C. H., Dimassi, Z., Oyoun Alsoud, L., Al Fahim, M., Al Hageh, C., & Ibrahim, H. (2023) · JMIR Medical Education · doi:10.2196/51302 · Cited by 132 · 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
Knowledge, Perceptions and Attitude of Researchers Towards Using ChatGPT in Research
Abdelhafiz, A. S., Ali, A. M. M., Maaly, A. M., Ziady, H. H., Sultan, E. A., & Mahgoub, M. A. (2024) · Journal of Medical Systems · doi:10.1007/s10916-024-02044-4 · Cited by 76 · see citing works
ChatGPT for Academic Purposes: Survey Among Undergraduate Healthcare Students in Malaysia
George Pallivathukal, R., Kyaw Soe, H. H., Donald, P. M., Samson, R. S., & Hj Ismail, A. R. (2024) · Cureus · doi:10.7759/cureus.53032 · Cited by 68 · see citing works
Literature Review on Pros and Cons of ChatGPT Implications in Education
Karthikeyan, C. (2023) · International Journal of Science and Research (IJSR) · doi:10.21275/sr23219122412 · Cited by 56 · see citing works
Hu, J.-M., Liu, F.-C., Chu, C.-M., & Chang, Y.-T. (2023) · Journal of Medical Internet Research · doi:10.2196/49385 · Cited by 50 · see citing works
Faisal, E. (2024) · Frontiers in Education · doi:10.3389/feduc.2024.1325601 · Cited by 44 · see citing works
Attitudes Towards the Use (and Misuse) of ChatGPT: A Preliminary Study
Rogers, M. P., Hillberg, H. M., & Groves, C. L. (2024) · Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1 · doi:10.1145/3626252.3630784 · Cited by 43 · see citing works
Chat bots to Virtual Tutors: An Overview of Chat GPT's Role in the Future of Education
Graefen, B., & Fazal, N. (2024) · Archives of Pharmacy Practice · doi:10.51847/touppjedsx · Cited by 32 · see citing works
Making Saudi vision 2030 a reality through educational transformation at the university level
Abdullateef, S. T., Alsheikh, R. M., & Mohammed, B. K. I. (2023) · Labour & Industry a journal of the social and economic relations of work · doi:10.1080/10301763.2023.2184166 · Cited by 31 · see citing works
Syed, W., Bashatah, A. S., Alharbi, K., Bakarman, S. S., Asiri, S., & Alqahtani, N. (2024) · Medical Science Monitor · doi:10.12659/msm.944993 · Cited by 20 · see citing works
Self-citationPERCEPTION AND USAGE OF CHAT GPT IN THE EDUCATION SYSTEM
Aleksić-Maslać, K., Borović, F., & Biočina, Z. (2024) · INTED proceedings · doi:10.21125/inted.2024.0511 · Cited by 13 · see citing works
Flagged first, then by citations
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Tortella, F., Palese, A., Turolla, A., Castellini, G., Pillastrini, P., Landuzzi, M. G., Cook, C., Galeoto, G., Giovannico, G., Rodeghiero, L., et al. (2025) · BMC Medical Education · doi:10.1186/s12909-025-07176-w · Cited by 28 · see citing works
“Studies available to date focused mainly on students’ awareness of the existence and operation of ChatGPT and generative AI [26, 36, 42].”
InfluentialKangwa, D., Msafiri, M. M., & Fute, A. (2025) · Journal of Computer Assisted Learning · doi:10.1111/jcal.70109 · Cited by 22 · see citing works
- Authors
- Alharbi, M. K., Syed, W., Innab, A., Basil A. Al-Rawi, M., Alsadoun, A., & Bashatah, A.
- Affiliations
- King Saud University (SA)
- Corresponding author
- Syed, Wajid
- Venue
- Scientific Reports
- Published
- 2024-10-01
- Volume
- 14
- Issue
- 1
- Pages
- 22800-22800
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC11445467
- OpenAlex
- W4403037985
- Cited by
- 36
- References
- 22
- Citations by year
- 2026: 19 · 2025: 17
- FWCI
- 3.37
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Scientific Reports (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- King Saud University (RSPD2024R1099)
- Topics
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Physical Sciences › Computer Science › Artificial Intelligence › Artificial Intelligence Applications
- Keywords
- ChatGPT, health professions students, attitudes toward AI, pharmacy students, nursing students, emergency medical services students, artificial intelligence in higher education, Saudi Arabia
- MeSH terms
- Adult, Attitude of Health Personnel, Cross-Sectional Studies, Female, Humans, Male, Perception, Surveys and Questionnaires, Saudi Arabia, Students, Students, Health Occupations, Students, Pharmacy, Young Adult
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