Generative AI in Education and Research: Opportunities, Concerns, and Solutions
Abstract
In this article, we discuss the role of generative artificial intelligence (AI) in education. The integration of AI in education has sparked a paradigm shift in teaching and learning, presenting both unparalleled opportunities and complex challenges. This paper explores critical aspects of implementing AI in education to advance educational goals, ethical considerations in scientific publications, and the attribution of credit for AI-driven discoveries. We also examine the implications of using AI-generated content in professional activities and describe equity and accessibility concerns. By weaving these key questions into a comprehensive discussion, this article aims to provide a balanced perspective on the responsible and effective use of these technologies in education, highlighting the need for a thoughtful, ethical, and inclusive approach to their integration.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The field raises concerns about bias, misinformation, and the reliability of AI-generated content, particularly when used without verification in academic settings.
“The field also raises concerns about bias, misinformation, and the reliability of AI-generated content, particularly when used without verification in academic settings [2,20].”
From Engineering student perceptions of generative AI use in learning trust judgment and information seeking (2026) · cites this paper as [2]
Cites
Heffernan, N. T., & Heffernan, C. L. (2014) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-014-0024-x · Cited by 616 · see citing works
The Cognitive Tutor Authoring Tools (CTAT): Preliminary Evaluation of Efficiency Gains
Aleven, V., McLaren, B. M., Sewall, J., & Koedinger, K. R. (2006) · Lecture notes in computer science · doi:10.1007/11774303_7 · Cited by 218 · see citing works
Emenike, M. E., & Emenike, B. U. (2023) · Journal of Chemical Education · doi:10.1021/acs.jchemed.3c00063 · Cited by 160 · see citing works
Best Practices for Using AI When Writing Scientific Manuscripts
Buriak, J. M., Akinwande, D., Artzi, N., Brinker, C. J., Burrows, C. J., Chan, W. C. W., Chen, C., Chen, X., Chhowalla, M., Chi, L., et al. (2023) · ACS Nano · doi:10.1021/acsnano.3c01544 · Cited by 106 · see citing works
van Peppen, L. M., Verkoeijen, P. P. J. L., Heijltjes, A. E. G., Janssen, E. M., & van Gog, T. (2021) · Instructional Science · doi:10.1007/s11251-021-09559-0 · Cited by 64 · see citing works
Mofield, E. L. (2019) · Gifted Child Today · doi:10.1177/1076217519880588 · Cited by 48 · see citing works
Learning critical thinking skills online: can precision teaching help?
Tan, A. J. Y., Davies, J. L., Nicolson, R. I., & Karaminis, T. N. (2023) · Educational Technology Research and Development · doi:10.1007/s11423-023-10227-y · Cited by 36 · see citing works
The Effect of EFL Teacher Apprehension and Teacher Burnout on Learners’ Academic Achievement
Wang, Z. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.839452 · Cited by 30 · see citing works
Interactive Tools for Teaching Fourier Transforms
Baiz, C. R. (2020) · The Biophysicist · doi:10.35459/tbp.2019.000102 · Cited by 3 · see citing works
Self-citationAuthorship best practices in biophysics
Baiz, C. R. (2023) · Biophysical Journal · doi:10.1016/j.bpj.2023.03.009 · Cited by 2 · see citing works
Self-citationPatterns in Authorship: Lessons in Diversity and Justice
Greenberg, A. (2018) · ACS symposium series · doi:10.1021/bk-2018-1291.ch015 · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Bengesi, S., El-Sayed, H., Sarker, M. K., Houkpati, Y., Irungu, J., & Oladunni, T. (2023) · IEEE Access · doi:10.1109/access.2024.3397775 · Cited by 286 · see citing works
A Comprehensive Review on Generative AI for Education
Mittal, U., Sai, S., Chamola, V., & Sangwan, D. (2024) · IEEE Access · doi:10.1109/access.2024.3468368 · Cited by 383 · see citing works
Darwin, D., Rusdin, D., Mukminatien, N., Suryati, N., Laksmi, E. D., & Marzuki, M. (2023) · Cogent Education · doi:10.1080/2331186x.2023.2290342 · Cited by 426 · see citing works
Samala, A. D., Rawas, S., Wang, T., Reed, J. M., Kim, J., Howard, N.-J., & Ertz, M. (2025) · Education and Information Technologies · doi:10.1007/s10639-024-12936-0 · Cited by 229 · see citing works
Zhang, L., & Xu, J. (2025) · The Internet and Higher Education · doi:10.1016/j.iheduc.2024.100978 · Cited by 168 · see citing works
Generative Artificial Intelligence in Education: Advancing Adaptive and Personalized Learning
Guettala, M., Bourekkache, S., Kazar, O., & Harous, S. (2024) · Acta Informatica Pragensia · doi:10.18267/j.aip.235 · Cited by 190 · see citing works
Looking Beyond the Hype: Understanding the Effects of AI on Learning
Bauer, E., Greiff, S., Graesser, A. C., Scheiter, K., & Sailer, M. (2025) · Educational Psychology Review · doi:10.1007/s10648-025-10020-8 · Cited by 153 · see citing works
ChatGPT in Teaching and Learning: A Systematic Review
Ali, D., Fatemi, Y., Boskabadi, E., Nikfar, M., Ugwuoke, J., & Ali, H. (2024) · Education Sciences · doi:10.3390/educsci14060643 · Cited by 146 · see citing works
Zhu, W., Huang, L., Zhou, X., Li, X., Shi, G., Ying, J., & Wang, C. (2025) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2024.2323277 · Cited by 143 · see citing works
Evaluating the impact of students' generative AI use in educational contexts
Wood, D., & Moss, S. (2024) · Journal of Research in Innovative Teaching & Learning · doi:10.1108/jrit-06-2024-0151 · Cited by 162 · see citing works
Higher Education's Generative Artificial Intelligence Paradox: The Meaning of Chatbot Mania
Rudolph, J., Mohamed Ismail, F. M., & Popenici, S. (2024) · Journal of University Teaching and Learning Practice · doi:10.53761/54fs5e77 · Cited by 128 · see citing works
Tassoti, S. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00212 · Cited by 129 · see citing works
Sun, L., & Zhou, L. (2024) · Journal of Educational Computing Research · doi:10.1177/07356331241277937 · Cited by 129 · see citing works
Lan, Y. (2024) · Teaching and Teacher Education · doi:10.1016/j.tate.2024.104736 · Cited by 124 · see citing works
Baig, M. I., & Yadegaridehkordi, E. (2025) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-025-00506-4 · Cited by 161 · see citing works
Lavidas, K., Voulgari, I., Papadakis, S., Athanassopoulos, S., Anastasiou, A., Filippidi, A., Komis, V., & Karacapilidis, N. I. (2024) · Information · doi:10.3390/info15060314 · Cited by 165 · see citing works
Examining faculty and student perceptions of generative AI in university courses
Kim, J., Klopfer, M., Grohs, J. R., Eldardiry, H., Weichert, J., Cox, L. A., & Pike, D. (2025) · Innovative Higher Education · doi:10.1007/s10755-024-09774-w · Cited by 109 · see citing works
“Despite the recognized potential of generative AI in education (Alasadi & Baiz, 2023; Atkins et al., 2024; Chan & Hu, 2023; Lo, 2023; Wang et al., 2023), its actual use is low, with more than half of respondents reporting infrequent or no use of generative AI tools.”
Huang, K.-L., Liu, Y., Dong, M.-Q., & Lu, C.-C. (2024) · Learning and Instruction · doi:10.1016/j.learninstruc.2024.101929 · Cited by 112 · see citing works
Erduran, S., & Levrini, O. (2024) · International Journal of Science Education · doi:10.1080/09500693.2024.2306604 · Cited by 92 · see citing works
Cengiz, S., & Peker, A. (2025) · Current Psychology · doi:10.1007/s12144-025-07433-7 · Cited by 106 · see citing works
Sergeeva, O. V., Zheltukhina, M. R., Shoustikova, T., Tukhvatullina, L. R., Dobrokhotov, D. A., & Kondrashev, S. V. (2025) · Contemporary Educational Technology · doi:10.30935/cedtech/16039 · Cited by 131 · see citing works
Salinas-Navarro, D. E., Vilalta-Perdomo, E., Michel-Villarreal, R., & Montesinos, L. (2024) · Interactive Technology and Smart Education · doi:10.1108/itse-12-2023-0236 · Cited by 84 · see citing works
ADVANCEMENTS AND CHALLENGES IN AI INTEGRATION FOR TECHNICAL LITERACY: A SYSTEMATIC REVIEW
Familoni, B. T., & Onyebuchi, N. C. (2024) · Engineering Science & Technology Journal · doi:10.51594/estj.v5i4.1042 · Cited by 99 · see citing works
West, J. K., Franz, J. L., Hein, S. M., Leverentz-Culp, H. R., Mauser, J. F., Ruff, E. F., & Zemke, J. M. (2023) · Journal of Chemical Education · doi:10.1021/acs.jchemed.3c00581 · Cited by 79 · see citing works
Transforming education with generative AI (GAI): key insights and future prospects
Lang, Q., Wang, M., Yin, M., Liang, S., & Song, W. (2025) · IEEE Transactions on Learning Technologies · doi:10.1109/tlt.2025.3537618 · Cited by 76 · see citing works
Saihi, A., Ben-Daya, M., Hariga, M., & As'ad, R. (2024) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2024.100274 · Cited by 75 · see citing works
Ghiasvand, F., & Seyri, H. (2025) · Teaching and Teacher Education · doi:10.1016/j.tate.2025.105022 · Cited by 93 · see citing works
Perspectives of Generative AI in Chemistry Education Within the TPACK Framework
Feldman-Maggor, Y., Blonder, R., & Alexandron, G. (2024) · Journal of Science Education and Technology · doi:10.1007/s10956-024-10147-3 · Cited by 100 · see citing works
Araújo, J. L., & Saúde, I. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.3c00745 · Cited by 69 · see citing works
University Students’ Insights of Generative Artificial Intelligence (AI) Writing Tools
Gasaymeh, A.-M. M., Beirat, M. A., & Abu Qbeita, A. A. (2024) · Education Sciences · doi:10.3390/educsci14101062 · Cited by 74 · see citing works
Meylani, R. (2024) · Journal of Computer and Education Research · doi:10.18009/jcer.1477709 · Cited by 97 · see citing works
Transforming education: exploring the influence of generative AI on teaching performance
Mulyani, H., Azim, M. I., Shauki, E. R., Kurniati, F., & Arlinda, H. (2025) · Cogent Education · doi:10.1080/2331186x.2024.2448066 · Cited by 97 · see citing works
Balancing AI and authenticity: EFL students' experiences with ChatGPT in academic writing
Werdiningsih, I., Marzuki, & Rusdin, D. (2024) · Cogent Arts & Humanities · doi:10.1080/23311983.2024.2392388 · Cited by 65 · see citing works
Dai, D. W., Suzuki, S., & Chen, G. (2024) · Applied Linguistics Review · doi:10.1515/applirev-2024-0184 · Cited by 58 · see citing works
Yik, B. J., & Dood, A. J. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00235 · Cited by 57 · see citing works
León, C. E. Y., Lipuma, J. M., & Torres, X. O. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1619888 · Cited by 76 · see citing works
Reimagining Higher Education: Navigating the Challenges of Generative AI Adoption
Hughes, L., Malik, T., Dettmer, S., Al-Busaidi, A. S., & Dwivedi, Y. K. (2025) · Information Systems Frontiers · doi:10.1007/s10796-025-10582-6 · Cited by 83 · see citing works
The Dawn of Generative Artificial Intelligence in Chemistry Education
Yuriev, E., Wink, D. J., & Holme, T. A. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00836 · Cited by 50 · see citing works
Waluyo, B., & Kusumastuti, S. (2024) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2024.101146 · Cited by 49 · see citing works
Ramos, B., & Condotta, R. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00244 · Cited by 64 · see citing works
An Investigation into ChatGPT’s Application for a Scientific Writing Assignment
Rojas, A. J. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00034 · Cited by 48 · see citing works
ChatGPT Writing Assistance and Evaluation Assignments Across the Chemistry Curriculum
Ruff, E. F., Engen, M. A., Franz, J. L., Mauser, J. F., West, J. K., & Zemke, J. M. O. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00248 · Cited by 56 · see citing works
Lee, S.-H., & Song, K.-S. (2024) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2024.100283 · Cited by 59 · see citing works
Use of generative AI in research: ethical considerations and emotional experiences
Farangi, M. R., Nejadghanbar, H., & Hu, G. (2024) · Ethics & Behavior · doi:10.1080/10508422.2024.2420133 · Cited by 45 · see citing works
Dotan, R., Parker, L. S., & Radzilowicz, J. (2024) · The 2024 ACM Conference on Fairness, Accountability, and Transparency · doi:10.1145/3630106.3659023 · Cited by 71 · see citing works
Unveiling Generative AI in Higher Education: Insights from Engineering Students and Professors
Guillén-Yparrea, N., & Hernández-Rodríguez, F. (2024) · 2024 IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon60312.2024.10578876 · Cited by 43 · see citing works
PAIGE: A generative AI-based framework for promoting assignment integrity in higher education
Shanto, S. S., Ahmed, Z., & Jony, A. I. (2023) · STEM Education · doi:10.3934/steme.2023018 · Cited by 43 · see citing works
Balasubramaniam, S., Chirchi, V., Kadry, S., Agoramoorthy, M., Gururama Senthilvel, P., Satheesh Kumar, K., & Sivakumar, T. A. (2024) · International Journal of Intelligent Systems · doi:10.1155/2024/4013195 · Cited by 44 · see citing works
Do AI-generative tools kill or nurture creativity in EFL teaching and learning?
Alzubi, A. A. F., Nazim, M., & Alyami, N. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13409-8 · Cited by 43 · see citing works
AI for chemistry teaching: responsible AI and ethical considerations
Blonder, R., & Feldman-Maggor, Y. (2024) · Chemistry Teacher International · doi:10.1515/cti-2024-0014 · Cited by 41 · see citing works
Generative AI and Educators: Partnering in Using Open Digital Content for Transforming Education
van den Berg, G. (2024) · Open Praxis · doi:10.55982/openpraxis.16.2.640 · Cited by 51 · see citing works
Multimodal Generative Artificial Intelligence Tackles Visual Problems in Chemistry
Alasadi, E. A., & Baiz, C. R. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00138 · Cited by 40 · see citing works
Self-citationUsing ChatGPT for Method Development and Green Chemistry Education in Upper-Level Laboratory Courses
Ruff, E. F., Franz, J. L., & West, J. K. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00193 · Cited by 45 · see citing works
Gupta, N., Khatri, K., Malik, Y., Lakhani, A., Kanwal, A., Aggarwal, S., & Dahuja, A. (2024) · BMC Medical Education · doi:10.1186/s12909-024-06592-8 · Cited by 46 · see citing works
Hughes, L., Mavi, R. K., Aghajani, M., Fitzpatrick, K., Senali, M. G., Shekarabi, S. A. H., Hughes, R., Khanfar, A. A. A., Khatavakhotan, A. S., Mavi, N. K., et al. (2025) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2025.100772 · Cited by 60 · see citing works
University students’ perceptions of using generative AI in translation practices
Zhang, W., Li, A. W., & Wu, C. (2025) · Instructional Science · doi:10.1007/s11251-025-09705-y · Cited by 60 · see citing works
Kayyali, M. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-2600-2373-0.ch007 · Cited by 42 · see citing works
Exploring the potential of AI-Chatbots in organic chemistry: An assessment of ChatGPT and Bard
Hallal, K., Hamdan, R., & Tlais, S. (2023) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2023.100170 · Cited by 37 · see citing works
Can generative AI motivate management students? The role of perceived value and information literacy
Jose, E. M. K., Prasanna, A., Kushwaha, B., & Das, M. (2024) · The International Journal of Management Education · doi:10.1016/j.ijme.2024.101082 · Cited by 51 · see citing works
Guiding principles of generative AI for employability and learning in UK universities
Nartey, E. K. (2024) · Cogent Education · doi:10.1080/2331186x.2024.2357898 · Cited by 45 · see citing works
Promoting equity and addressing concerns in teaching and learning with artificial intelligence
Ramos, J. G., & Wilson-Kennedy, Z. S. (2024) · Frontiers in Education · doi:10.3389/feduc.2024.1487882 · Cited by 36 · see citing works
Keith, M. J., Keiller, E., Windows-Yule, C., Kings, I., & Robbins, P. T. (2025) · Education for Chemical Engineers · doi:10.1016/j.ece.2025.01.002 · Cited by 44 · see citing works
Guo, S., Shi, L., & Zhai, X. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13338-6 · Cited by 35 · see citing works
A review of AI-driven pedagogical strategies for equitable access to science education
Eden, C. A., Adeleye, O. O., & Adeniyi, I. S. (2024) · Magna Scientia Advanced Research and Reviews · doi:10.30574/msarr.2024.10.2.0043 · Cited by 46 · see citing works
A Comprehensive Survey on Generative AI for Metaverse: Enabling Immersive Experience
Chamola, V., Sai, S., Bhargava, A., Sahu, A., Jiang, W., Xiong, Z.-H., Niyato, D., & Hussain, A. (2024) · Cognitive Computation · doi:10.1007/s12559-024-10342-9 · Cited by 36 · see citing works
Lee, Y. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-13129-5 · Cited by 40 · see citing works
Faculty acceptance and use of generative artificial intelligence in their practice
Montes, J. N., & Elizondo-García, J. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1427450 · Cited by 33 · see citing works
Young, J. D., Dawood, L., & Lewis, S. E. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00154 · Cited by 35 · see citing works
Ahmed, Z., Shanto, S. S., & Jony, A. I. (2024) · STEM Education · doi:10.3934/steme.2024011 · Cited by 32 · see citing works
Garofalo, S. G., & Farenga, S. J. (2024) · Science & Education · doi:10.1007/s11191-024-00534-y · Cited by 32 · see citing works
Aithal, P. S., & Aithal, S. (2023) · International Journal of Management Technology and Social Sciences · doi:10.47992/ijmts.2581.6012.0326 · Cited by 35 · see citing works
Johnson, D. M., Doss, W., & Estepp, C. M. (2024) · Journal of Research in Technical Careers · doi:10.9741/2578-2118.1152 · Cited by 31 · see citing works
GenAI and me: the hidden work of building and maintaining an augmentative partnership
Boulus-Rødje, N., Cranefield, J., Doyle, C., & Fleron, B. (2024) · Personal and Ubiquitous Computing · doi:10.1007/s00779-024-01810-y · Cited by 30 · see citing works
Pence, H. E., Hightower, G. L., Forlenza, J. T., Leonard, K., McLellan, A., Suero, A., Amoah, B., Mbow, M., Borner, S., Castillo, A., et al. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00242 · Cited by 29 · see citing works
Yeung, R. S. K., Tian, R., Chiu, D. K. W., & Choi, S. P. M. (2025) · The Journal of Academic Librarianship · doi:10.1016/j.acalib.2025.103082 · Cited by 40 · see citing works
Students’ Experience of a ChatGPT Enabled Final Exam in a Non-Majors Chemistry Course
Clark, M. J., Reynders, M., & Holme, T. A. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00161 · Cited by 28 · see citing works
Al-Qaysi, N., Al‐Emran, M., Al-Sharafi, M. A., Yaseen, Z. M., Mahmoud, M. A., & Ahmad, A. (2024) · Computer Standards & Interfaces · doi:10.1016/j.csi.2024.103964 · Cited by 31 · see citing works
Capability-based training framework for generative AI in higher education
Burneo, P. S., de Lira, Y. R., Murzi, H., Balula, A., & Costa, A. P. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1594199 · Cited by 41 · see citing works
Chen, J., He, X., Ning, Y., Wijaya, T. T., & Liu, J. (2025) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-025-01020-x · Cited by 30 · see citing works
Guo, Q., Zhen, J., Wu, F., He, Y., & Qiao, C. (2025) · Journal of Educational Computing Research · doi:10.1177/07356331241312365 · Cited by 28 · see citing works
ChatGPT Helped Me Build a Chemistry App, and Here’s How You Can Make One Also
Hasrod, T., Nuapia, Y. B., & Tutu, H. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.3c01170 · Cited by 26 · see citing works
Dai, Y., Xiao, J.-Y., Huang, Y., Zhai, X., Wai, F.-C., & Zhang, M. (2025) · Applied Sciences · doi:10.3390/app15052369 · Cited by 39 · see citing works
Children's Mental Models of AI Reasoning: Implications for AI Literacy Education
Dangol, A., Wolfe, R., Zhao, R., Kim, J., Ramanan, T., Davis, K., & Kientz, J. A. (2025) · Proceedings of the 24th Interaction Design and Children · doi:10.1145/3713043.3728856 · Cited by 25 · see citing works
Tedla, Y. G., & Chen, H. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-12857-y · Cited by 25 · see citing works
Oliveira, J., Murphy, T. H., Vaughn, G., Elfahim, S., & Carpenter, R. E. (2024) · New Horizons in Adult Education and Human Resource Development · doi:10.1177/19394225241287032 · Cited by 32 · see citing works
Use of ChatGPT for education by engineering students in developing countries: a mixed-methods study
Elkefi, S., Tounsi, A., & Kefi, M. A. (2024) · Behaviour and Information Technology · doi:10.1080/0144929x.2024.2354428 · Cited by 24 · see citing works
Exploring Student Interactions with AI in Programming Training
Fenu, G., Galici, R., Marras, M., & Recupero, D. R. (2024) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/3631700.3665227 · Cited by 30 · see citing works
Avci, H., Lunn, S. J., & Hazari, Z. (2025) · Computers and Education Open · doi:10.1016/j.caeo.2025.100304 · Cited by 24 · see citing works
Hernández, D. C. V., Pérez, M. L. R., & Salazar-Garcés, L. F. (2023) · Salud Ciencia y Tecnología - Serie de Conferencias · doi:10.56294/sctconf2023582 · Cited by 34 · see citing works
Gao, Y., Zhai, X.-M., Li, M., Lee, G., & Liu, X.-X. (2025) · Journal of Research in Science Teaching · doi:10.1002/tea.70009 · Cited by 22 · see citing works
Cheung, K. K. C., Zerouali, A., Koenen, J., & Erduran, S. (2025) · Studies in Science Education · doi:10.1080/03057267.2025.2578091 · Cited by 31 · see citing works
Prospects for ChatGPT Application in Higher Education: A Scoping Review of International Research
Raitskaya, L., & Lambovska, M. (2024) · Integration of Education · doi:10.15507/1991-9468.114.028.202401.010-021 · Cited by 34 · see citing works
Ishmuradova, I. I., Zhdanov, S. P., Kondrashev, S. V., Erokhova, N. S., Grishnova, E. E., & Volosova, N. Y. (2025) · Contemporary Educational Technology · doi:10.30935/cedtech/16207 · Cited by 22 · see citing works
Asy’ari, M., & Шаров, С. (2024) · International Journal of Essential Competencies in Education · doi:10.36312/ijece.v3i2.2424 · Cited by 21 · see citing works
Teaching AI with games: the impact of generative AI drawing on computational thinking skills
Hsu, T., & Hsu, T.-P. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13624-3 · Cited by 25 · see citing works
Designing Future Education for All: Principles and Frameworks
Mrayhi, S., Khribi, M. K., Belhadj, H., & Jemni, M. (2024) · Lecture notes in educational technology · doi:10.1007/978-981-97-0076-9_7 · Cited by 23 · see citing works
Impact of digital media literacy on attitude toward generative AI acceptance in higher education
Sergeeva, O. V., Masalimova, A. R., ZHELTUKHINA, M. R., Сергеевна, Ч. Л., Lutskovskaia, L., & Luzin, A. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1563148 · Cited by 32 · see citing works
Costa, G. G., Júnior, W. J. D. D. N., Mombelli, M. N., & Júnior, G. G. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00247 · Cited by 27 · see citing works
Embrace, Don’t Avoid: Reimagining Higher Education with Generative Artificial Intelligence
Noviandy, T. R., Maulana, A., Idroes, G. M., Zahriah, Z., Paristiowati, M., Emran, T. B., Ilyas, M., & Idroes, R. (2024) · Journal of Educational Management and Learning · doi:10.60084/jeml.v2i2.233 · Cited by 25 · see citing works
Mudawy, A. M. A. (2024) · Arab World English Journal · doi:10.24093/awej/chatgpt.11 · Cited by 26 · see citing works
- Authors
- Alasadi, E. A., & Baiz, C. R.
- Affiliations
- The University of Texas at Austin (US)
- Corresponding author
- Baiz, Carlos R.
- ORCID
- Baiz, Carlos R.
- Venue
- Journal of Chemical Education
- Publisher
- American Chemical Society (ACS)
- Published
- 2023-07-27
- Volume
- 100
- Issue
- 8
- Pages
- 2965-2971
- ISSN
- 0021-9584 (ISSN-L)
- 1938-1328
- OpenAlex
- W4385303098
- Cited by
- 463
- References
- 11
- Citations by year
- 2026: 113 · 2025: 183 · 2024: 154 · 2023: 13
- FWCI
- 108.66
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Journal of Chemical Education (publishedVersion)
- Funders
- Division of Chemistry (CHE-1847199)
- Welch Foundation (F-1891)
- University of Texas at Austin
- Topics
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Social Sciences › Safety Research › Ethics and Social Impacts of AI
- Keywords
- generative AI, artificial intelligence in education, artificial intelligence in research, authorship attribution, AI-generated content, equity and accessibility, responsible AI use, teaching-learning process
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review