The integration of Generative Artificial Intelligence (GenAI) in academic learning has gained substantial traction across disciplines, necessitating a systematic analysis of its impact. This study explored ChatGPT's transformative role in higher education from 2022 onwards, synthesizing empirical findings across twelve distinct academic fields spanning STEM, social sciences, and healthcare. Relevant empirical case studies were identified through a systematic Scopus database search, applying discipline-specific keywords and filtering out surveys, literature reviews, and theoretical papers. Multi-stage screening identified 60 full-text articles, ultimately selecting twelve high-quality studies for rigorous cross-disciplinary analysis. The findings revealed pronounced disciplinary variations in ChatGPT adoption and impact. Quantitative analysis demonstrated that STEM disciplines report significantly higher accuracy concerns (mean = 1.57 on a 0–2 scale) compared to other fields, while healthcare disciplines showed the highest privacy concerns (mean = 2.0). Moderate positive correlation (r = 0.68) exists between academic integrity concerns and usage intensity, with computer science and social science reporting the highest levels for both metrics. Female representation, documented in 50% of studies, appears to influence adoption patterns. Sample sizes varied considerably (n = 12 to n = 430), with computer science (n = 430) and medical education (n = 265) providing robust empirical bases. Cross-disciplinary analysis revealed that ChatGPT enhances academic performance in structured problem-solving contexts, with health sciences reporting the highest positive impact scores (mean = 1.67), whilst potentially undermining critical thinking. Disciplines with text-based assessments face greater academic integrity challenges (r = 0.72 correlation).
Citation: Rouba Jamal Eddine, Ergun Gide, Abdallah Al-Sabbagh. Generative AI in higher education: A cross-sector analysis of ChatGPT's impact on STEM, social sciences, and healthcare[J]. STEM Education, 2025, 5(5): 757-801. doi: 10.3934/steme.2025035
The integration of Generative Artificial Intelligence (GenAI) in academic learning has gained substantial traction across disciplines, necessitating a systematic analysis of its impact. This study explored ChatGPT's transformative role in higher education from 2022 onwards, synthesizing empirical findings across twelve distinct academic fields spanning STEM, social sciences, and healthcare. Relevant empirical case studies were identified through a systematic Scopus database search, applying discipline-specific keywords and filtering out surveys, literature reviews, and theoretical papers. Multi-stage screening identified 60 full-text articles, ultimately selecting twelve high-quality studies for rigorous cross-disciplinary analysis. The findings revealed pronounced disciplinary variations in ChatGPT adoption and impact. Quantitative analysis demonstrated that STEM disciplines report significantly higher accuracy concerns (mean = 1.57 on a 0–2 scale) compared to other fields, while healthcare disciplines showed the highest privacy concerns (mean = 2.0). Moderate positive correlation (r = 0.68) exists between academic integrity concerns and usage intensity, with computer science and social science reporting the highest levels for both metrics. Female representation, documented in 50% of studies, appears to influence adoption patterns. Sample sizes varied considerably (n = 12 to n = 430), with computer science (n = 430) and medical education (n = 265) providing robust empirical bases. Cross-disciplinary analysis revealed that ChatGPT enhances academic performance in structured problem-solving contexts, with health sciences reporting the highest positive impact scores (mean = 1.67), whilst potentially undermining critical thinking. Disciplines with text-based assessments face greater academic integrity challenges (r = 0.72 correlation).
| [1] |
Dwivedi, Y.K., Kshetri, N., Hughes, L., Slade, E.L., Jeyaraj, A., Kar, A.K., et al., Opinion Paper: "So what if ChatGPT wrote it?" Multidisciplinary perspectives on opportunities, challenges and implications of Generative converzational AI for research, practice and policy. International Journal of Information Management, 2023, 71: 102642. https://doi.org/10.1016/j.ijinfomgt.2023.102642 doi: 10.1016/j.ijinfomgt.2023.102642
|
| [2] | Analytica, O., GenAI will transform workplace tasks across industries. Emerald Expert Briefings, 2023. |
| [3] | Schuckart, A., Introduction to work with GenAI. In Proceedings of the 28th European Conference on Pattern Languages of Programs, (Irsee Germany), 2023, 1–16. ACM. https://doi.org/10.1145/3628034.3628042. |
| [4] | Yang, A., Li, Z. and Li, J., Advancing GenAI Assisted Programming–A Comparative Study on Prompt Efficiency and Code Quality Between GPT-4 and GLM-4, 2024. |
| [5] |
Walkington, C., The implications of Generative artificial intelligence for mathematics education. School Science and Mathematics, 2025. https://doi.org/10.1111/ssm.18356 doi: 10.1111/ssm.18356
|
| [6] | Kaur, K., Shilpa and Jindal, R., The ChatGPT revolution: Reshaping education through artificial intelligence. In Recent Advancements in Communication, Computing, and Artificial Intelligence (RACCAI-2023), (Mohali, India), 2024, 3121: 040023. https://doi.org/10.1063/5.0221430. |
| [7] | Khaddage, F., Towards an Innovative Strategy for ChatGPT in Higher Education "Respond, Reimagine, Recreate, & Reform". In EdMedia + Innovate Learning, 2023,274–279. Association for the Advancement of Computing in Education (AACE). |
| [8] |
Forman, N., Udvaros, J. and Avornicului, M.S., ChatGPT: A new study tool shaping the future for high school students. International Journal of Advanced Natural Sciences and Engineering Researches, 2023, 7: 95–102. https://doi.org/10.59287/ijanser.562 doi: 10.59287/ijanser.562
|
| [9] |
Elbanna S. and Armstrong, L., Exploring the integration of ChatGPT in education: Adapting for the future. Management & Sustainability: An Arab Review, 2024, 3: 16–29. https://doi.org/10.1108/MSAR-03-2023-0016 doi: 10.1108/MSAR-03-2023-0016
|
| [10] | Klayklung, P., Chocksathaporn, P., Limna, P., Kraiwanit, T. and Jangjarat, K., Revolutionizing Education with ChatGPT: Enhancing Learning Through Converzational AI. Universal Journal of educational Research, 2023, 2(3): 217–225. |
| [11] |
Gill, S.S., Xu, M., Patros, P., Wu, H., Kaur, R., Kaur, K., et al., Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots. Internet of Things and Cyber-Physical Systems, 2024, 4: 19–23. https://doi.org/10.1016/j.iotcps.2023.06.002 doi: 10.1016/j.iotcps.2023.06.002
|
| [12] |
Mhlanga, D., Digital Transformation Education, Opportunities, and Challenges of the Application of ChatGPT to Emerging Economies. Education Research International, 2023, 2023: 1–13. https://doi.org/10.1155/2023/7605075 doi: 10.1155/2023/7605075
|
| [13] |
Sardana, D., Fagan, T.R. and Wright, J.T., ChatGPT: A disruptive innovation or disrupting innovation in academia?. The Journal of the American Dental Association, 2023,154: 361–364. https://doi.org/10.1016/j.adaj.2023.02.008 doi: 10.1016/j.adaj.2023.02.008
|
| [14] |
Lo, C.K., Hew, K.F. and Jong, M.S.Y., The influence of ChatGPT on student engagement: A systematic review and future research agenda. Computers & Education, 2024,219: 105100. https://doi.org/10.1016/j.compedu.2024.105100 doi: 10.1016/j.compedu.2024.105100
|
| [15] |
Borger, J.G., Ng, A.P., Anderton, H., Ashdown, G.W., Auld, M., Blewitt, M.E., et al., Artificial intelligence takes center stage: Exploring the capabilities and implications of ChatGPT and other AI-assisted technologies in scientific research and education. Immunology & Cell Biology, 2023: 923–935. https://doi.org/10.1111/imcb.12689 doi: 10.1111/imcb.12689
|
| [16] |
Chinonso, O.E., Theresa, A.M.E. and Aduke, T.C., ChatGPT for Teaching, Learning and Research: Prospects and Challenges. Global Academic Journal of Humanities and Social Sciences, 2023, 5: 33–40. https://doi.org/10.36348/gajhss.2023.v05i02.001 doi: 10.36348/gajhss.2023.v05i02.001
|
| [17] |
Wach, K., Duong, C.D., Ejdys, J., Kazlauskaitė, R., Korzynski, P., Mazurek, G., et al., The dark side of Generative artificial intelligence: A critical analysis of controversies and risks of ChatGPT. Entrepreneurial Business and Economics Review, 2023, 11(2): 7–30. https://doi.org/10.15678/EBER.2023.110201 doi: 10.15678/EBER.2023.110201
|
| [18] |
Otto, S., Ejsing-Duun, S. and Lindsay, E., Disruptive tensions and emerging practices: An exploratory inquiry into student perspectives on Generative Artificial Intelligence in a problem-based learning environment. Education and Information Technologies, 2025. https://doi.org/10.1007/s10639-025-13533-5 doi: 10.1007/s10639-025-13533-5
|
| [19] |
Perifanou, M. and Economides, A.A., Collaborative Uses of GenAI Tools in Project-Based Learning. Education Sciences, 2025, 15: 354. https://doi.org/10.3390/educsci15030354 doi: 10.3390/educsci15030354
|
| [20] | Shen, Y., Wang, Z. and Fan, Y., Ethical Issues and Value Tensions in the Context of GenAI-Assisted Learning. In Learning with Generative Artificial Intelligence, 2025,222–253, Routledge. https://doi.org/10.4324/9781003632146-8. |
| [21] |
Dai, Y., Why students use or not use Generative AI: Student conceptions, concerns, and implications for engineering education. Digital Engineering, 2025, 4: 100019. https://doi.org/10.1016/j.dte.2024.100019 doi: 10.1016/j.dte.2024.100019
|
| [22] | Cabrero-Daniel, B., How reliance on GenAI might limit human creativity and critical thinking in Requirements Engineering, 2025. |
| [23] |
Cooper, G., Examining Science Education in ChatGPT: An Exploratory Study of Generative Artificial Intelligence. Journal of Science Education and Technology, 2023, 32: 444–452. https://doi.org/10.1007/s10956-023-10039-y doi: 10.1007/s10956-023-10039-y
|
| [24] |
Wardat, Y., Tashtoush, M.A., AlAli, R. and Jarrah, A.M., ChatGPT: A revolutionary tool for teaching and learning mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 2023, 19(7): em2286. https://doi.org/10.29333/ejmste/13272 doi: 10.29333/ejmste/13272
|
| [25] |
Athilingam, P. and He, H.G., ChatGPT in nursing education: Opportunities and challenges. Teaching and Learning in Nursing, 2024, 19: 97–101. https://doi.org/10.1016/j.teln.2023.11.004 doi: 10.1016/j.teln.2023.11.004
|
| [26] |
Patel, C.R., Pandya, S.K. and Sojitra, B.M., Perspectives of ChatGPT in Pharmacology Education, and Research in Health Care: A Narrative Review. Journal of Pharmacology and Pharmacotherapeutics, 2023, 14: 171–177. https://doi.org/10.1177/0976500X231210427 doi: 10.1177/0976500X231210427
|
| [27] |
Kodkin, V.L. and Artem'eva, E.V., ChatGPT: Application in Chemistry Education and Challenges. Journal of Computer and Communications, 2024, 12(03): 196–206. https://doi.org/10.4236/jcc.2024.123012 doi: 10.4236/jcc.2024.123012
|
| [28] | Andersen-Kiel, N. and Linos, P.P., Using ChatGPT in Undergraduate Computer Science and Software Engineering Courses: A Students' Perspective. In 2024 IEEE Frontiers in Education Conference (FIE), 2024, 1–9, IEEE. https://doi.org/10.1109/FIE61694.2024.10892934. |
| [29] |
Biswas, S., Role of ChatGPT in Computer Programming. Mesopotamian Journal of Computer Science, 2023, 2023: 9–15. https://doi.org/10.58496/MJCSC/2023/002 doi: 10.58496/MJCSC/2023/002
|
| [30] |
Zheltukhina, M.R., Sergeeva, O.V., Masalimova, A.R., Budkevich, R.L., Kosarenko, N.N. and Nesterov, G.V., A bibliometric analysis of publications on ChatGPT in education: Research patterns and topics. Online Journal of Communication and Media Technologies, 2024, 14: e202405. https://doi.org/10.30935/ojcmt/14103 doi: 10.30935/ojcmt/14103
|
| [31] | Yang, Y., Yang, M. and Luo, J., Cultivating AI Literacy Skills: How GenAI Tools Prepare Students in Humanities and Social Sciences to Write with Ethical and Critical Insight. In Effective Practices in AI Literacy Education: Case Studies and Reflections (X. O'Dea and D. T. K. Ng, eds.), 2024,111–118, Emerald Publishing Limited. https://doi.org/10.1108/978-1-83608-852-320241012. |
| [32] |
Aswathy Prakash, G. and Nair, V., Integrating Generative AI into Legal Education: From Casebooks to Code, Opportunities and Challenges: N.A. Law, Technology and Humans, 2024, 6(3): 60–79. https://doi.org/10.5204/lthj.3640 doi: 10.5204/lthj.3640
|
| [33] |
Gehring, D.R., Titus, S.K. and George, R., The Perceived Concerns of Nurse Educators' Use of GenAI in Nursing Education: Protocol for a Scoping Review. Health Science Reports, 2025, 8: e70411. https://doi.org/10.1002/hsr2.70411 doi: 10.1002/hsr2.70411
|
| [34] |
Dong, C., Aw, D.C.W., Lee, D.W.C., Low, S.C. and Yan, C.C., Generative AI in Healthcare: Insights from Health Professions Educators and Students. International Medical Education, 2025, 4(2): 11. https://doi.org/10.3390/ime4020011 doi: 10.3390/ime4020011
|
| [35] |
Naqvi, W.M., Ganjoo, R., Rowe, M., Pashine, A.A. and Mishra, G.V., Critical thinking in the age of Generative AI: Implications for health sciences education. Frontiers in Artificial Intelligence, 2025, 8: 1571527. https://doi.org/10.3389/frai.2025.1571527 doi: 10.3389/frai.2025.1571527
|
| [36] |
Ma, J., Wang, P., Li, B., Wang, T., Pang, X.S. and Wang, D., Exploring User Adoption of ChatGPT: A Technology Acceptance Model Perspective. International Journal of Human–Computer Interaction, 2025, 41: 1431–1445. https://doi.org/10.1080/10447318.2024.2314358 doi: 10.1080/10447318.2024.2314358
|
| [37] |
Zhou, X. and Schofield, L., Using social learning theories to explore the role of Generative Artificial Intelligence (AI) in collaborative learning. Journal of Learning Development in Higher Education, 2024. https://doi.org/10.47408/jldhe.vi30.1031 doi: 10.47408/jldhe.vi30.1031
|
| [38] | Radwan, A. and McGinty, J., Toward a conceptual Generative AI ethical framework in teacher education. Exploring New Horizons: Generative Artificial Intelligence and Teacher Education, 2024, 88. |
| [39] |
Shoufan, A., Exploring Students' Perceptions of ChatGPT: Thematic Analysis and Follow-Up Survey. IEEE Access, 2023, 11: 38805–38818. https://doi.org/10.1109/ACCESS.2023.3268224 doi: 10.1109/ACCESS.2023.3268224
|
| [40] |
Singh, H., Tayarani-Najaran, M.H. and Yaqoob, M., Exploring Computer Science Students' Perception of ChatGPT in Higher Education: A Descriptive and Correlation Study. Education Sciences, 2023, 13: 924. https://doi.org/10.3390/educsci13090924 doi: 10.3390/educsci13090924
|
| [41] |
Tsai, M.L., Ong, C.W. and Chen, C.L., Exploring the use of large language models (LLMs) in chemical engineering education: Building core course problem models with Chat-GPT. Education for Chemical Engineers, 2023, 44: 71–95. https://doi.org/10.1016/j.ece.2023.05.001 doi: 10.1016/j.ece.2023.05.001
|
| [42] |
Sánchez-Ruiz, L.M., Moll-López, S., Nuñez-Pérez, A., Moraño-Fernández, J.A. and Vega-Fleitas, E., ChatGPT Challenges Blended Learning Methodologies in Engineering Education: A Case Study in Mathematics. Applied Sciences, 2023, 13: 6039. https://doi.org/10.3390/app13106039 doi: 10.3390/app13106039
|
| [43] | Bello, S.B., Suleiman, Z.A., Abdurrahman, M.S., Bashar, A. and Ibrahim, J.A., Perceptions of Ease of Use and Usefulness of Artificial Intelligence ChatGPT among Undergraduate Law Students of Ahmadu Bello University, Zaria. |
| [44] |
Jowarder, M.I., The Influence of ChatGPT on Social Science Students: Insights Drawn from Undergraduate Students in the United States. Indonesian Journal of Innovation and Applied Sciences (IJIAS), 2023, 3: 194–200. https://doi.org/10.47540/ijias.v3i2.878 doi: 10.47540/ijias.v3i2.878
|
| [45] |
Ding, L., Li, T., Jiang, S. and Gapud, A., Students' perceptions of using ChatGPT in a physics class as a virtual tutor, International Journal of educational Technology in Higher Education, 2023, 20: 63. https://doi.org/10.1186/s41239-023-00434-1 doi: 10.1186/s41239-023-00434-1
|
| [46] |
Park, H. and Manley, E.D., Using ChatGPT as a proof assistant in a mathematics pathways course. The Mathematical Education, 2024, 63: 139–163. https://doi.org/10.63311/mathedu.2024.63.2.139 doi: 10.63311/mathedu.2024.63.2.139
|
| [47] |
West, J.K., Franz, J.L., Hein, S.M., Leverentz-Culp, H.R., Mauser, J.F., Ruff, E.F., et al., An Analysis of AI-Generated Laboratory Reports across the Chemistry Curriculum and Student Perceptions of ChatGPT. Journal of Chemical Education, 2023,100: 4351–4359. https://doi.org/10.1021/acs.jchemed.3c00581 doi: 10.1021/acs.jchemed.3c00581
|
| [48] |
Alkhaaldi, S.M.I., Kassab, C.H., Dimassi, Z., Oyoun Alsoud, L., Al Fahim, M., Al Hageh, C., et al., Medical Student Experiences and Perceptions of ChatGPT and Artificial Intelligence: Cross-Sectional Study. JMIR Medical Education, 2023, 9: e51302. https://doi.org/10.2196/51302 doi: 10.2196/51302
|
| [49] |
Zawiah, M., Al-Ashwal, F., Gharaibeh, L., Abu Farha, R., Alzoubi, K., Abu Hammour, K., et al., ChatGPT and Clinical Training: Perception, Concerns, and Practice of Pharm-D Students. Journal of Multidisciplinary Healthcare, 2023, 16: 4099–4110. https://doi.org/10.2147/JMDH.S439223 doi: 10.2147/JMDH.S439223
|
| [50] |
Benfatah, M., Marfak, A., Saad, E., Hilali, A., Nejjari, C. and Youlyouz-Marfak, I., Assessing the efficacy of ChatGPT as a virtual patient in nursing simulation training: A study on nursing students' experience. Teaching and Learning in Nursing, 2024, 19: e486–e493. https://doi.org/10.1016/j.teln.2024.02.005 doi: 10.1016/j.teln.2024.02.005
|
| [51] |
Baig, M.I. and Yadegaridehkordi, E., ChatGPT in the higher education: A systematic literature review and research challenges. International Journal of educational Research, 2024,127: 102411. https://doi.org/10.1016/j.ijer.2024.102411 doi: 10.1016/j.ijer.2024.102411
|
| [52] |
Montenegro-Rueda, M., Fernández-Cerero, J., Fernández-Batanero, J.M. and López-Meneses, E., Impact of the Implementation of ChatGPT in Education: A Systematic Review. Computers, 2023, 12: 153. https://doi.org/10.3390/computers12080153 doi: 10.3390/computers12080153
|
| [53] |
Dempere, J., Modugu, K., Hesham, A. and Ramasamy, L.K., The impact of ChatGPT on higher education. Frontiers in Education, 2023, 8: 1206936. https://doi.org/10.3389/feduc.2023.1206936 doi: 10.3389/feduc.2023.1206936
|
| [54] |
Lo, C.K., What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature. Education Sciences, 2023, 13: 410. https://doi.org/10.3390/educsci13040410 doi: 10.3390/educsci13040410
|
| [55] |
Bhullar, P.S., Joshi, M. and Chugh, R., ChatGPT in higher education - a synthesis of the literature and a future research agenda. Education and Information Technologies, 2024, 29: 21501–21522. https://doi.org/10.1007/s10639-024-12723-x doi: 10.1007/s10639-024-12723-x
|
| [56] |
İpek, Z.H., Gözüm, A.İ.C., Papadakis, S. and Kallogiannakis, M., educational Applications of the ChatGPT AI System: A Systematic Review Research. educational Process International Journal, 2023, 12(3): 26–55. https://doi.org/10.22521/edupij.2023.123.2 doi: 10.22521/edupij.2023.123.2
|
| [57] |
Xu, X., Chen, Y. and Miao, J., Opportunities, challenges, and future directions of large language models, including ChatGPT in medical education: A systematic scoping review. Journal of educational Evaluation for Health Professions, 2024, 21: 6. https://doi.org/10.3352/jeehp.2024.21.6 doi: 10.3352/jeehp.2024.21.6
|
| [58] |
Pradana, M., Elisa, H.P. and Syarifuddin, S., Discussing ChatGPT in education: A literature review and bibliometric analysis. Cogent Education, 2023, 10: 2243134. https://doi.org/10.1080/2331186X.2023.2243134 doi: 10.1080/2331186X.2023.2243134
|
| [59] |
Sallam, M., ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns. Healthcare, 2023, 11: 887. https://doi.org/10.3390/healthcare11060887 doi: 10.3390/healthcare11060887
|
| [60] |
Hallström, J., Embodying the past, designing the future: Technological determinism reconsidered in technology education. International Journal of Technology and Design Education, 2022, 32: 17–31. https://doi.org/10.1007/s10798-020-09600-2 doi: 10.1007/s10798-020-09600-2
|
| [61] |
Al-Mamary, Y.H., Alfalah, A.A., Alshammari, M.M. and Abubakar, A.A., Exploring factors influencing university students' intentions to use ChatGPT: Analyzing task-technology fit theory to enhance behavioural intentions in higher education. Future Business Journal, 2024, 10: 119. https://doi.org/10.1186/s43093-024-00406-5 doi: 10.1186/s43093-024-00406-5
|
| [62] |
Balalle, H. and Pannilage, S., Reassessing academic integrity in the age of AI: A systematic literature review on AI and academic integrity. Social Sciences & Humanities Open, 2025, 11: 101299. https://doi.org/10.1016/j.ssaho.2025.101299 doi: 10.1016/j.ssaho.2025.101299
|
| [63] |
Qadhi, S.M., Alduais, A., Chaaban, Y. and Khraisheh, M., Generative AI, Research Ethics, and Higher Education Research: Insights from a Scientometric Analysis. Information, 2024, 15: 325. https://doi.org/10.3390/info15060325 doi: 10.3390/info15060325
|
| [64] |
LaFlamme, K.A., Scaffolding AI literacy: An instructional model for academic librarianship. The Journal of Academic Librarianship, 2025, 51: 103041. https://doi.org/10.1016/j.acalib.2025.103041 doi: 10.1016/j.acalib.2025.103041
|
| [65] |
Rasul, T., Nair, S., Kalendra, D., Robin, M., de Oliveira Santini, F., Ladeira, W.J., et al., The role of ChatGPT in higher education: Benefits, challenges, and future research directions. Journal of Applied Learning & Teaching, 2023, 6(1): 41–56. https://doi.org/10.37074/jalt.2023.6.1.29 doi: 10.37074/jalt.2023.6.1.29
|
| [66] | Tabib, F.M. and Alrabeei, M.M., Can Guided ChatGPT Use Enhance Students' Cognitive and Metacognitive Skills? In Artificial Intelligence in Education: The Power and Dangers of ChatGPT in the Classroom (A. Al-Marzouqi, S. A. Salloum, M. Al-Saidat, A. Aburayya, and B. Gupta, eds.), 2024,144: 143–154, Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-52280-2_10. |
| [67] | Orts-Cardador, J.J., Hernández Garrido, R., Pérez Calañas, C. and Carvajal-Trujillo, E., Factors Influencing Student Use of ChatGPT: An Exploration of The Benefits and Risks of Adopting and Using ChatGPT. In 19th International Technology, Education and Development Conference, (Valencia, Spain), 2025, 2134–2138. https://doi.org/10.21125/inted.2025.0608. |
| [68] |
Ba, S., Zhan, Y., Huang, L. and Lu, G., Investigating the impact of ChatGPT-assisted feedback on the dynamics and outcomes of online inquiry-based discussion. British Journal of educational Technology, 2025. https://doi.org/10.1111/bjet.13605 doi: 10.1111/bjet.13605
|
| [69] | Kazemitabaar, M., Chow, J., Ma, C.K.T., Ericson, B.J., Weintrop, D. and Grossman, T., Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, (Hamburg Germany), 2023, 1–23, ACM. https://doi.org/10.1145/3544548.3580919. |
| [70] | Schiller, C.A., The Human Factor in Detecting Errors of Large Language Models: A Systematic Literature Review and Future Research Directions, 2024. |
| [71] | Elsayed, H., The Impact of Hallucinated Information in Large Language Models on Student Learning Outcomes: A Critical Examination of Misinformation Risks in AI-Assisted Education. Northern Reviews on Algorithmic Research, Theoretical Computation, and Complexity, 2024, 9: 11–23. |
| [72] | Kastania, N.P.P., Building Trust in AI Education: Addressing Transparency and Ensuring Trustworthiness. In Trust and Inclusion in AI-Mediated Education (D. Kourkoulou, A.-O. Tzirides, B. Cope, and M. Kalantzis, eds.), 2024, 73–90, Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-64487-0_4. |
| [73] |
Zhao, J., Chapman, E. and Sabet, P.G., Generative AI and educational Assessments: A Systematic Review. Education Research and Perspectives, 2024, 51: 124–155. https://doi.org/10.70953/ERPv51.2412006 doi: 10.70953/ERPv51.2412006
|
| [74] |
Lo, N., Wong, A. and Chan, S., The impact of Generative AI on essay revisions and student engagement. Computers and Education Open, 2025, 100249. https://doi.org/10.1016/j.caeo.2025.100249 doi: 10.1016/j.caeo.2025.100249
|
Figures(6) / Tables(8)
Rouba Jamal Eddine, Ergun Gide, Abdallah Al-Sabbagh. Generative AI in higher education: A cross-sector analysis of ChatGPT's impact on STEM, social sciences, and healthcare[J]. STEM Education, 2025, 5(5): 757-801. doi: 10.3934/steme.2025035
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