The opportunities and challenges of ChatGPT in education
Abstract
The launch of OpenAI ChatGPT's language-generation model has raised alarms within many sectors, especially the academic sector. Several academicians have urged universities to develop new forms of assessment after the launch of ChatGPT, which solves academic questions in less than a few minutes. Academic cheating is not a new phenomenon, and the use of AI-generated text to cheat on assignments is a new type of cheating that poses unique challenges. This study used the Latent Dirichlet Allocation (LDA) method for topic modeling and the Valence Aware Dictionary for Sentiment Reasoning (VADER) method for sentiment analysis. After data preprocessing, 3870 tweets were still available out of the originally 10,000 tweets that were extracted for the study. The VADER sentiment analysis results revealed that 2013 tweets were categorized as “positive,” with the remaining 804 and 1053 tweets categorized as “negative” and “neutral.” The analysis's findings indicate that the majority of people have favorable things to say about ChatGPT. As a result, educational institutions can mitigate the disruptive effects of this technology and promote academic integrity by developing clear policies and guidelines and designing assessments that include limited AI-generated text.
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?
Faculty, students, and institutions face uncertainty and anxiety surrounding the role of GenAI in teaching and learning, as it is uncertain to what extent they should embrace or restrict GenAI in educational contexts.
“Faculty, students, and institutions all face uncertainty and anxiety surrounding the role of GenAI in teaching and learning, as it is uncertain to what extent they should embrace or restrict the use of GenAI in educational contexts [2].”
From Understanding the Practices, Perceptions, and (Dis)Trust of Generative AI among Instructors: A Mixed-methods Study in the U.S. Higher Education (2025) · cites this paper as [2]
Fifty-four percent of the reviewed articles highlighted that the emergence of GenAI presented a significant challenge to student academic integrity.
“Fifty-four percent of the reviewed articles highlighted that the emergence of GenAI presented a significant challenge to student academic integrity (Adeshola & Adepoju, 2023; Alexander et al., 2023; Chaudhry et al., 2023; Chan, 2023; Dai et al., 2023; Elsayed, 2023; Geerling et al., 2023; Kang, 2023; Nikolic et al., 2023; Ouh et al., 2023; Overono & Ditta, 2023; Perkins, 2023; Smolansky et al., 2”
From A Scoping Review on How Generative Artificial Intelligence Transforms Assessment in Higher Education (2024) · cites this paper as Adeshola & Adepoju, 2023
Cites
Users of the world, unite! The challenges and opportunities of Social Media
Kaplan, A. M., & Haenlein, M. (2010) · Business Horizons · doi:10.1016/j.bushor.2009.09.003 · Cited by 17,875 · cited 1× · see citing works
“When social media was fi rst introduced, it was described as “ a series of internet-based applications that build on the theoretical and technological foundations of Web 2.0 and that enable the creation and exchange of user-generated content ” (Kaplan & Haenlein, 2010).”
InfluentialKaplan, A., & Haenlein, M. (2019) · Business Horizons · doi:10.1016/j.bushor.2018.08.004 · Cited by 3,140 · see citing works
Emergency remote teaching in a time of global crisis due to CoronaVirus pandemic
Bozkurt, A., & Sharma, R. C. (2020) · Zenodo · doi:10.5281/zenodo.3778082 · Cited by 1,668 · see citing works
Cyberbullying: An Exploratory Analysis of Factors Related to Offending and Victimization
Hinduja, S., & Patchin, J. W. (2008) · Deviant Behavior · doi:10.1080/01639620701457816 · Cited by 1,497 · see citing works
Pavlik, J. V. (2023) · Journalism & Mass Communication Educator · doi:10.1177/10776958221149577 · Cited by 972 · cited 1× · see citing works
“5 to write essays and other assignments (Pavlik, 2023; Susnjak, 2022).”
ChatGPT User Experience: Implications for Education
Zhai, X. (2023) · doi:10.2139/ssrn.4312418 · Cited by 935 · cited 2× · see citing works
“Using arti fi cial intelligence (AI) in education presents a number of di ffi culties in terms of student participation (Zhai, 2022).”
Machines as teammates: A research agenda on AI in team collaboration
Seeber, I., Bittner, E., Briggs, R. O., de Vreede, T., de Vreede, G.-J., Elkins, A., Maier, R., Merz, A. B., Oeste-Reiß, S., Randrup, N., et al. (2020) · Information & Management · doi:10.1016/j.im.2019.103174 · Cited by 835 · see citing works
Digital competence in higher education research: a systematic literature review
Zhao, Y., Pinto Llorente, A. M., & Sánchez Gómez, M. C. (2021) · Computers & Education · doi:10.1016/j.compedu.2021.104212 · Cited by 653 · see citing works
OpenAI ChatGPT Generated Literature Review: Digital Twin in Healthcare
Aydın, Ö., & Karaarslan, E. (2022) · doi:10.2139/ssrn.4308687 · Cited by 391 · see citing works
Digital competencies: A review of the literature and applications in the workplace
Oberländer, M., Beinicke, A., & Bipp, T. (2019) · Computers & Education · doi:10.1016/j.compedu.2019.103752 · Cited by 386 · see citing works
Liu, H., Liu, W., Yoganathan, V., & Osburg, V.-S. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.120600 · Cited by 372 · see citing works
Cheating in Online Student Assessment: Beyond Plagiarism
Rowe, N. C. (2004) · Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School) · Cited by 251 · see citing works
The Internet of Things: Are you ready for what’s coming?
Saarikko, T., Westergren, U. H., & Blomquist, T. (2017) · Business Horizons · doi:10.1016/j.bushor.2017.05.010 · Cited by 210 · see citing works
The digital competence of university students: a systematic literature review
Sánchez-Caballé, A., Cervera, M. G., & Esteve‐Mon, F. M. (2020) · Aloma: revista de psicologia, ciències de l'educació i de l'esport Blanquerna · doi:10.51698/aloma.2020.38.1.63-74 · Cited by 174 · see citing works
Digital Cheating and Plagiarism in Schools
Jane, H., Wan, G., & Lu, E. Y. (2008) · Theory Into Practice · doi:10.1080/00405840802153809 · Cited by 134 · see citing works
Sheard, J., Dick, M., Markham, S., MacDonald, I. F., & Walsh, M. (2002) · ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE) · doi:10.1145/544414.544468 · Cited by 105 · see citing works
Guo, X., & Li, J. (2019) · International Conference on Social Networks Analysis, Management and Security (SNAMS) · doi:10.1109/snams.2019.8931720 · Cited by 87 · see citing works
What roles should the government play in fostering the advancement of the internet of things?
Lee, G. (2018) · Telecommunications Policy · doi:10.1016/j.telpol.2018.12.002 · Cited by 33 · see citing works
Should Using an AI Text Generator to Produce Academic Writing Be Plagiarism?
Frye, B. L., & GPT, C. (2023) · FLASH - Fordham Law Archive of Scholarship & History (Fordham University) · Cited by 21 · see citing works
Sentiment Analysis on Tweets with Punctuations, Emoticons, and Negations
Cureg, M. Q., Cruz, J. A. D. D. L., Solomon, J. C. A., Saharkhiz, A. T., Balan, A. K. D., & Samonte, M. J. C. (2019) · International Conference on Information Science and Systems (ICISS) · doi:10.1145/3322645.3322657 · Cited by 16 · see citing works
Fighting Academic Dishonesty in Romanian Universities: Lessons from International Research
Ghiațău, R. M. (2021) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1479-367920210000040018 · Cited by 4 · see citing works
Mokdad, M., & Aljunaidi, S. (2021) · Sustainable Leadership and Academic Excellence International Conference (SLAE) · doi:10.1109/slae54202.2021.9686916 · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Does ChatGPT enhance student learning? A systematic review and meta-analysis of experimental studies
Deng, R., Jiang, M., Yu, X., Lu, Y., & Liu, S. (2025) · Computers & Education · doi:10.1016/j.compedu.2024.105224 · Cited by 531 · see citing works
A Scoping Review on How Generative Artificial Intelligence Transforms Assessment in Higher Education
Xia, Q., Weng, X., Ouyang, F., Lin, T. J., & Chiu, T. K. F. (2024) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-024-00468-z · Cited by 493 · see citing works
“In order to prepare teachers for increasingly automated future classrooms, it is essential that they have a strong understanding of AI and digital competency, which goes beyond simple technical knowledge to include the use of AI and digital tools (Adeshola & Adepoju, 2023).”
Lee, H.-Y., Chen, P.-H., Wang, W.-S., Huang, Y.-M., & Wu, T.-T. (2024) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-024-00447-4 · Cited by 273 · see citing works
“However, the unparalleled potential of ChatGPT in education is not without challenges (Adeshola & Adepoju, 2023).”
BackgroundChatGPT in the higher education: A systematic literature review and research challenges
Baig, M. I., & Yadegaridehkordi, E. (2024) · International Journal of Educational Research · doi:10.1016/j.ijer.2024.102411 · Cited by 208 · see citing works
Akpan, I. J., Kobara, Y. M., Owolabi, J., Akpan, A. A., & Offodile, O. F. (2024) · International Transactions in Operational Research · doi:10.1111/itor.13522 · Cited by 171 · 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
“…in most higher education institutions perform critical but routine tasks such as managing schedules, documenting student enrolment and performance, handling standard communications, organising meetings, and providing support for the management and teaching staff (Adeshola & Adepoju, 2023).”
BackgroundGemini versus ChatGPT: applications, performance, architecture, capabilities, and implementation
Rane, N., Choudhary, S., & Rane, J. (2024) · Journal of Applied Artificial Intelligence · doi:10.48185/jaai.v5i1.1052 · Cited by 127 · see citing works
Zheng, Y., Wang, Y.-B., Liu, K. S.-X., & Jiang, M. (2024) · Education and Information Technologies : Official Journal of the IFIP technical committee on Education · doi:10.1007/s10639-024-12763-3 · Cited by 133 · see citing works
“GAI systems can assist language learners in several ways by providing immedi - ate feedback (Lo, 2023), 24/7 accessibility (Adeshola & Adepoju, 2023), language immersion (Kasneci et al., 2023), speech recognition and interactive conversations (Baskara, 2023).”
Ni, Y., & Jia, F. (2025) · Healthcare · doi:10.3390/healthcare13101205 · Cited by 124 · see citing works
“This growing demand has sparked increased interest in the role of conversational artificial intelligence in mental health applications [8, 9], with research exploring its potential to enhance psychotherapy and improve care delivery [10, 11, 12, 13].”
Exploring ChatGPT literacy in language education: A global perspective and comprehensive approach
Ma, Q., Crosthwaite, P. R., Sun, D., & Zou, D. (2024) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2024.100278 · Cited by 133 · see citing works
ChatGPT and the digitisation of writing
Zhao, X., Cox, A., & Cai, L. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-02904-x · Cited by 93 · see citing works
“…the wide-spread use in the writing of tools such as Grammarly and Google Translate seems to have been tacitly accepted with relatively little controversy, ChatGPT has drawn huge debate to the digitisation of writing (Adeshola and Adepoju, 2023; AlAfnan et al., 2023; Memarian and Doleck, 2023).”
The mechanisms of AI hype and its planetary and social costs
Markelius, A., Wright, C., Kuiper, J., Delille, N., & Kuo, Y.-T. (2024) · AI and Ethics · doi:10.1007/s43681-024-00461-2 · Cited by 101 · see citing works
“While the concept of AI can stretch back to writings about automotons in 12th century Türkiye [56], the relatively recent release of large language models like ChatGPT has led to an expansion in the accessibility of the field of AI [57].”
Πέλλας, Ν. (2023) · Smart Learning Environments · doi:10.1186/s40561-023-00276-4 · Cited by 87 · see citing works
“A growing number of studies (Adeshola & Adepoju, 2023; Cooper, 2023; Kasneci et al., 2023; Wang et al., 2023) have additionally highlighted the transformative impact of AI on various educational settings, from instructional design and content creation to improved accessibility and engagement in…”
BackgroundMethodResultInfluentialRane, N. (2024) · TESOL and Technology Studies · doi:10.48185/tts.v5i1.1000 · Cited by 86 · see citing works
“Diminished Creativity and Personalization While AI-generated assignments offer personalization to a certain extent, they may lack the creativity and personal touch that a human teacher can provide [1,10].”
BackgroundAI in the classroom: Exploring students’ interaction with ChatGPT in programming learning
Güner, H., & Er, E. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13337-7 · Cited by 117 · see citing works
“These features enforce the idea of integrating LLM-based chatbots into programming education as a potential learning tool (Adeshola & Adepoju, 2023; Haindl & Weinberger, 2024; Kasneci et al., 2023; Sun et al., 2024).”
Generative AI Professional Development Needs for Teacher Educators
Nyaaba, M., & Zhai, X.-M. (2024) · Journal of AI · doi:10.61969/jai.1385915 · Cited by 81 · see citing works
Yu, S., Androsov, A., Yan, H., & Chen, Y. (2024) · Computers & Education · doi:10.1016/j.compedu.2024.105111 · Cited by 83 · see citing works
Liu, X., & Zhong, B. (2025) · Educational Research Review · doi:10.1016/j.edurev.2025.100741 · Cited by 78 · see citing works
Enhancing academic integrity among students in GenAI Era:A holistic framework
Rasul, T., Nair, S., Kalendra, D., Balaji, M. S., Santini, F. D. O., Ladeira, W. J., Rather, R. A., Yasin, N., Rodriguez, R. V., Kokkalis, P., et al. (2024) · The International Journal of Management Education · doi:10.1016/j.ijme.2024.101041 · Cited by 82 · see citing works
(2023) · International Research Journal of Modernization in Engineering Technology and Science · doi:10.56726/irjmets45212 · Cited by 74 · see citing works
Rezai, A., Soyoof, A., & Reynolds, B. L. (2024) · European Journal of Education · doi:10.1111/ejed.12752 · Cited by 65 · see citing works
Lyu, W., Zhang, S., Chung, T., Sun, Y., & Zhang, Y. (2025) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2025.100383 · Cited by 68 · see citing works
Hsiao, C., & Tang, K. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-13263-0 · Cited by 72 · see citing works
“Students’ potential misuse of GenAI-supported learning applications, particularly in report writing, raises concerns among educators about plagiarism and behaviors that compromise academic integrity (Adeshola & Adepoju, 2023).”
Analyzing student prompts and their effect on ChatGPT’s performance
Sawalha, G., Taj, I., & Shoufan, A. (2024) · Cogent Education · doi:10.1080/2331186x.2024.2397200 · Cited by 74 · see citing works
“However, we would avoid assuming that the students, who used SCP only, had low interest in ChatGPT, considering the numerous studies that show students ’ interest in this language model (Adeshola & Adepoju, 2023; Shoufan, 2023).”
Integrating generative AI in university teaching and learning: A model for balanced guidelines
Cacho, R. (2024) · Online Learning · doi:10.24059/olj.v28i3.4508 · Cited by 59 · see citing works
“Still, some academics express lingering apprehensions that the use of generative AI in educational settings may degrade the quality of education and adversely affect students' academic performance (Adeshola & Adepoju, 2023; Chan & Lee, 2023; Nam & Bai, 2023; Popenici & Kerr, 2017).”
BackgroundHu, W., Tian, J., & Li, Y. (2024) · The Internet and Higher Education · doi:10.1016/j.iheduc.2024.100979 · Cited by 66 · see citing works
Qawqzeh, Y. (2024) · International Journal of Information and Education Technology · doi:10.18178/ijiet.2024.14.4.2082 · Cited by 56 · see citing works
“While perspectives on ChatGPT’s integration in education vary, the overarching concern revolves around maintaining academic integrity while exploring its potential benefits [23].”
BackgroundWu, T., Lee, H., Chen, P., Lin, C., & Huang, Y. (2024) · Journal of Computer Assisted Learning · doi:10.1111/jcal.13085 · Cited by 70 · see citing works
Innovative Early Childhood STEM Education with ChatGPT: Teacher Perspectives
Uğraş, H., Uğraş, M., Papadakis, S., & Kalogiannakis, M. (2024) · Technology Knowledge and Learning · doi:10.1007/s10758-024-09804-8 · Cited by 68 · see citing works
AI in STEM education: The relationship between teacher perceptions and ChatGPT use
Beege, M., Hug, C., & Nerb, J. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100494 · Cited by 50 · see citing works
Does ChatGPT Write Like a Student? Engagement Markers in Argumentative Essays
Jiang, F. (., & Hyland, K. (2025) · Written Communication · doi:10.1177/07410883251328311 · Cited by 52 · see citing works
“Although tools such as GPTZero and AICheatCheck have been developed to detect AI involvement in writing, these seem currently unable to make a reliable distinction (Adeshola & Adepoju, 2024; Scarfe et al., 2024).”
Blahopoulou, J., & Ortiz-Bonnin, S. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13575-9 · Cited by 50 · see citing works
“Most report using it for academic and non-academic tasks, particularly for simplifying complex content and managing information overload (Adeshola & Adepoju, 2023; Farrokhnia et al., 2023).”
Labrague, L. J., & Sabei, S. A. (2025) · Teaching and Learning in Nursing · doi:10.1016/j.teln.2024.11.010 · Cited by 48 · see citing works
Exploring students’ experience of ChatGPT in STEM education
Valeri, F., Nilsson, P., & Cederqvist, A. (2024) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2024.100360 · Cited by 66 · see citing works
Human vs. AI: can ChatGPT improve tourism product descriptions?
Guttentag, D. A., Litvin, S. W., & Teixeira, R. (2024) · Current Issues in Tourism · doi:10.1080/13683500.2024.2402563 · Cited by 46 · see citing works
“ChatGPT adoption reached 100 million users more quickly than any prior consumer application (Hu, 2023), and it has rapidly impacted fields ranging from education (e.g. Adeshola & Adepoju, 2023) to art (e.g. Guo et al., 2023) to medicine (e.g. Li et al., 2024).”
Exploring prompt pattern for generative artificial intelligence in automatic question generation
Wang, L., Song, R., Guo, W., & Yang, H. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2412082 · Cited by 53 · see citing works
“The emergence of LLMs has revolutionized the AI field, providing unprecedented capabilities in natural language understanding and generation and offering the potential for educational change (Adeshola & Adepoju, 2023; Rahman & Watanobe, 2023; Rasul et al., 2023; Rospigliosi, 2023).”
Ba, S., Zhan, Y., Huang, L., & Lu, G. (2025) · British Journal of Educational Technology · doi:10.1111/bjet.13605 · Cited by 52 · see citing works
Rhetorical distinctions: Comparing metadiscourse in essays by ChatGPT and students
Jiang, F. (., & Hyland, K. (2025) · English for Specific Purposes · doi:10.1016/j.esp.2025.03.001 · Cited by 44 · see citing works
Writing with AI: What College Students Learned from Utilizing ChatGPT for a Writing Assignment
Wang, C., Aguilar, S. J., Bankard, J. S., Bui, E., & Nye, B. (2024) · Education Sciences · doi:10.3390/educsci14090976 · Cited by 49 · see citing works
“Educators should strategically regulate students’ use of AI tools [33].”
Kazanidis, I., & Πέλλας, Ν. (2024) · AI · doi:10.3390/ai5030068 · Cited by 57 · see citing works
“Subsequently, educators and scholars in both fields play a crucial role in bridging the gap between traditional teaching methods to offer more opportunities for enhancing students’ overall experience and satisfaction using AI technology in higher education [8–10].”
BackgroundWang, C., & Yin, H. (2025) · Computers & Education · doi:10.1016/j.compedu.2025.105250 · Cited by 46 · see citing works
Holland, A., & Ciachir, C. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2350655 · Cited by 43 · see citing works
“…creating innovative assessment methods (Baidoo-Anu & Ansah, 2023), provision of personalised learning and assessment (Kasneci et al., 2023; Limo et al., 2023) and e ffi ciency in administrative tasks to reduce workload (Adeshola & Adepoju, 2023; Onal & Kulavuz-Onal, 2023; Rudolph et al., 2023).”
Chat or cheat? Academic dishonesty, risk perceptions, and ChatGPT usage in higher education students
Ortiz-Bonnin, S., & Blahopoulou, J. (2025) · Social Psychology of Education · doi:10.1007/s11218-025-10080-2 · Cited by 40 · see citing works
“With the emergence of tools like ChatGPT, maintaining academic integrity has become even more challenging, as AI-generated content is difficult to detect (Demers, 2023 ; Chen et al., 2024), and students may submit it without proper attribution—a phenomenon now referred to as “AIgiarism” (Adeshola & Adepoju, 2023 ; Gle…”
Altun, O., Saydam, M. B., Karatepe, T., & Dima, Ş. M. (2024) · Worldwide Hospitality and Tourism Themes · doi:10.1108/whatt-01-2024-0018 · Cited by 45 · see citing works
Generative Artificial Intelligence in Business Higher Education
Huo, X., & Siau, K. L. (2024) · Journal of Global Information Management · doi:10.4018/jgim.364093 · Cited by 40 · see citing works
Coşgun, G. E. (2025) · British Educational Research Journal · doi:10.1002/berj.4177 · Cited by 47 · see citing works
ChatGPT in supply chains: exploring potential applications, benefits and challenges
Haddud, A. (2024) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-02-2024-0075 · Cited by 39 · see citing works
Bhattacharya, M., Pal, S., Chatterjee, S., Lee, S., & Chakraborty, C. (2024) · Molecular Therapy — Nucleic Acids · doi:10.1016/j.omtn.2024.102255 · Cited by 38 · see citing works
Tu, Y., Chen, J., & Huang, C. (2025) · Frontiers of Digital Education · doi:10.1007/s44366-025-0056-9 · Cited by 53 · see citing works
Exploring the Utility of ChatGPT for Self-directed Online Language Learning
Li, Z., Wang, C., & Bonk, C. J. (2024) · Online Learning · doi:10.24059/olj.v28i3.4497 · Cited by 46 · see citing works
“DOI: ChatGPT is currently one of the most known and used GenAI platforms with its remarkable capacity to complete complex tasks and wide implementation in education (Adeshola & Adepoju, 2023; Baidoo-Anu & Ansah, 2023; Rahman & Watanobe, 2023; Yu & Guo, 2023).”
BackgroundKim, D., Majdara, A., & Olson, W. (2024) · International Journal of Technology in Education · doi:10.46328/ijte.691 · Cited by 34 · see citing works
International Students and Generative Artificial Intelligence
Bannister, P., Peñalver, E. A., & Urbieta, A. S. (2024) · Journal of International Students · doi:10.32674/jis.v14i3.6277 · Cited by 34 · see citing works
Zhu, Y., Zhu, C., Wu, T., Wang, S., Zhou, Y., Chen, J., Wu, F., & Li, Y. (2025) · Education and Information Technologies · doi:10.1007/s10639-024-12898-3 · Cited by 33 · see citing works
“Our study also confirms the high usability of LLM’s natural, human-like interac - tion mode in a K-12 educational context.”
InfluentialFang, M., Abdallah, A. K., & Vorfolomeyeva, O. (2024) · BMC Psychology · doi:10.1186/s40359-024-01975-4 · Cited by 33 · see citing works
“In education, AI has recently become a significant player regardless of whether developers of educational programs actively incorporate it, as students often independently adopt the technology [41, 42].”
BackgroundExploring the ethical use of LLM chatbots in higher education
Mvondo, G. F. N., Niu, B., & Eivazinezhad, S. (2025) · Journal of Business Research · doi:10.1016/j.jbusres.2025.115575 · Cited by 36 · see citing works
Exploring the Role of Generative AI in Collaborative Lesson Planning for Pre‐Service Teachers
Sun, Y., & Huang, Y. (2025) · Journal of Computer Assisted Learning · doi:10.1111/jcal.70098 · Cited by 46 · see citing works
Hsu, W.-L., & Silalahi, A. D. K. (2024) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2024.100329 · Cited by 38 · see citing works
Xin, J. J. (2024) · Language Teaching Research · doi:10.1177/13621688241303321 · Cited by 32 · see citing works
An argumentation experience regarding concepts of calculus with ChatGPT
Urhan, S., Gençaslan, O., & Dost, Ş. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2308093 · Cited by 30 · see citing works
“ChatGPT (Chat Generative Pre-Trained Transformer), which is thought to replace some pro-fessions that people perform and require creativity and productivity, especially content creation (Adeshola & Adepoju, 2023), was launched by the OpenAI company in November 2022.”
Who uses it and for what purpose? The role of digital literacy in ChatGPT adoption and utilisation
Moravec, V., Hynek, N., Gavurová, B., & Rigelský, M. (2024) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2024.100602 · Cited by 36 · see citing works
Honig, C. D. F., Rios, S., & Desu, A. (2025) · Australasian journal of engineering education · doi:10.1080/22054952.2025.2467500 · Cited by 41 · see citing works
Effects of GenAI Interventions on Student Academic Performance: A Meta-Analysis
Gu, J., & Yan, Z. (2025) · Journal of Educational Computing Research · doi:10.1177/07356331251349620 · Cited by 30 · see citing works
“Students ’ use of AI to complete assignments may also diminish their motivation to develop skills, resulting in an educational crisis beyond academic dishonesty (Adeshola & Adepoju, 2023).”
Almisad, B., & Aleidan, A. A. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1632742 · Cited by 36 · see citing works
GenAI in the classroom: Customized GPT roleplay for process safety education
Honig, C. D. F., Desu, A., & Franklin, J. (2024) · Education for Chemical Engineers · doi:10.1016/j.ece.2024.09.001 · Cited by 27 · see citing works
Philippakos, Z. A. T., & Rocconi, L. (2025) · Education Sciences · doi:10.3390/educsci15091186 · Cited by 63 · see citing works
Danish university policies on generative AI: Problems, assumptions and sustainability blind spots
Driessens, O., & Pischetola, M. (2024) · MedieKultur: Journal of media and communication research · doi:10.7146/mk.v40i76.143595 · Cited by 25 · see citing works
Wen, Y., Zhao, X., Li, X., & Zang, Y. (2025) · Sustainability · doi:10.3390/su17031127 · Cited by 30 · see citing works
Sun, J., Wu, Q., Ma, Z., Zheng, W., & Hu, Y. (2025) · Educational Technology Research and Development · doi:10.1007/s11423-025-10495-w · Cited by 33 · see citing works
“Currently, more and more people call for incorporating GAI into higher education (Adeshola & Adepoju, 2023; Campbell & Fraw-ley, 2024).”
Correcting Students' Misconceptions in Physics Using Experiments Designed by ChatGPT
Kotsis, K. Τ. (2024) · European Journal of Contemporary Education and E-Learning · doi:10.59324/ejceel.2024.2(2).07 · Cited by 25 · see citing works
“Using ChatGPT in education creates new opportunities for meaningful learning experiences for students, going beyond standard classroom teaching (Adeshola & Adepoju, 2023).”
BackgroundPhysicsAssistant: An LLM-Powered Interactive Learning Robot for Physics Lab Investigations
Latif, E., Parasuraman, R. N., & Zhaı, X. (2024) · IEEE RO-MAN · doi:10.1109/ro-man60168.2024.10731312 · Cited by 24 · see citing works
“Engaging students with the physics theoretical underpinnings and labs is critical, yet often hindered by the abstract nature of the procedures [1].”
BackgroundSpennemann, D. H. R. (2025) · Publications · doi:10.3390/publications13010012 · Cited by 23 · 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
ChatGPT risks in academia: Examining university educators’ challenges in Jordan
Gammoh, L. A. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-13009-y · Cited by 28 · see citing works
“Studies by Adeshola and Adepoju (2023), Hatzius (2023), and Zhai (2022) emphasize worries about job displacement or reduced demand for human instructors due to AI’s capabilities.”
InfluentialUNESCO's AI Competency Framework
Mutawa, A. M., & Sruthi, S. (2024) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3693-0884-4.ch004 · Cited by 24 · see citing works
Iranmanesh, A., & Lotfabadi, P. (2024) · AI & Society · doi:10.1007/s00146-024-02111-x · Cited by 27 · see citing works
“The recent advent of AI capable of generating images has particularly ignited a vibrant discussion about its practical utility and implications in education (Adeshola and Adepoju 2023; Bahroun et al. 2023; X. Chen et al. 2020a, b; Yigitcanlar et al. 2020).”
ChatGPT early usage among students: A global evidence of determinants
Amoah, A., Asiama, R. K., & Kwablah, E. (2025) · Development and sustainability in economics and finance. · doi:10.1016/j.dsef.2025.100065 · Cited by 22 · see citing works
Aksakallı, C. (2025) · SAGE Open · doi:10.1177/21582440251379712 · Cited by 42 · see citing works
“Also, the uniqueness of ChatGPT stems from its output quality (Lambert & Stevens, 2024), being freely available and easy to use for users from different levels of digital competence (Adeshola & Adepoju, 2024).”
Li, B., Wang, C., Bonk, C. J., & Kou, X. (2024) · TechTrends · doi:10.1007/s11528-024-00960-3 · Cited by 25 · see citing works
Navigating ChatGPT: catalyst or challenge for Indonesian youth in digital entrepreneurship?
Herani, R., & Angela, J. (2024) · Journal of Entrepreneurship in Emerging Economies · doi:10.1108/jeee-05-2024-0181 · Cited by 22 · see citing works
de Souza, R. S., Sequeira, C. A., & Borges, E. M. (2024) · Journal of Chemical Education · doi:10.1021/acs.jchemed.4c00563 · Cited by 22 · see citing works
How Learners’ Trust Changes in Generative AI over a Semester of Undergraduate Courses
Song, D. (2024) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-024-00446-6 · Cited by 28 · see citing works
“Certain educational institutions impose limitations on the utilization of such technology, depriving students of the opportunity to leverage its full potential for learning purposes (Adeshola & Adepoju, 2023; Takagi, 2023; Yu, 2023).”
Beyond hype: Is ChatGPT-generated content effective in class preparation among academic instructors?
Bin-Nashwan, S. A., Bouteraa, M., Benlahcene, A., & Sadallah, M. (2025) · The Internet and Higher Education · doi:10.1016/j.iheduc.2025.101016 · Cited by 21 · see citing works
Karamuk, E. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-0122-8.ch007 · Cited by 26 · see citing works
Wang, C., Chen, Y., Hu, Z., Li, Y., & Gu, X. (2025) · Educational Technology Research and Development · doi:10.1007/s11423-025-10535-5 · Cited by 25 · see citing works
“Education action plays a pivotal role in this evolution, addressing not only the direct challenges posed by technology implementation, such as combating cheating, but also delving into how GenAI can foster pedagogical innovation and enhance learning efficiency (Adeshola & Adepoju, 2023).”
Yao, H., Liu, W.-P., & Chen, S.-Z. (2024) · The International Journal of Management Education · doi:10.1016/j.ijme.2023.100900 · Cited by 34 · see citing works
Liu, Z., & Zhang, W. (2024) · Scientific Reports · doi:10.1038/s41598-024-65226-7 · Cited by 21 · see citing works
“1 utilizing the SWOT framework, conduct a comprehensive analysis of ChatGPT, and present strategies for its integration into education 12 .”
BackgroundMethodLepore, M. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e35863 · Cited by 20 · see citing works
“• Adeshola, Ibrahim, and Adeola Praise Adepoju [56] analyze the impact of ChatGPT on education through a comprehensive study of social media data, indicating a generally positive reception and the potential for educational institutions to develop clear policies and guidelines to incorporate such…”
Background<scp>ChatGPT</scp> Interventions in Higher Education: A Systematic Review of Experimental Studies
Jin, Y., & Sercu, L. (2025) · Journal of Computer Assisted Learning · doi:10.1111/jcal.70072 · Cited by 21 · 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
Zhong, Y., Lian, J., Huang, H., & Deng, H. (2025) · Education and Information Technologies · doi:10.1007/s10639-024-13237-2 · Cited by 25 · see citing works
“These tools currently serve as on-demand tutors, offering explanations, guiding research, assisting with homework, simulating one-on-one interaction with a human tutor, and making learning more accessible and engaging (Adeshola & Adepoju, 2023; Onal & Kulavuz-Onal, 2024).”
Systematic exploration and in-depth analysis of ChatGPT architectures progression
Banik, D., Pati, N., & Sharma, A. (2024) · Artificial Intelligence Review · doi:10.1007/s10462-024-10832-0 · Cited by 19 · see citing works
Jones, B., Desu, A., & Honig, C. D. F. (2026) · European Journal of Dental Education · doi:10.1111/eje.13135 · Cited by 21 · see citing works
Enhancing Academic Performance with Generative AI-Based Quiz Platform
Chang, C.-K., & Chien, L.-C.-T. (2024) · IEEE International Conference on Advanced Learning Technologies (ICALT) · doi:10.1109/icalt61570.2024.00062 · Cited by 18 · see citing works
User acceptance and adoption dynamics of ChatGPT in educational settings
Bazelais, P., Lemay, D. J., & Doleck, T. (2024) · Eurasia Journal of Mathematics Science and Technology Education · doi:10.29333/ejmste/14151 · Cited by 18 · see citing works
“Given the novelty and potentially disruptive nature of ChatGPT, it is crucial to understand how advances in AI-chatbots are likely to change education (Adeshola & Adepoju, 2023).”
BackgroundExploring Public Response to ChatGPT With Sentiment Analysis and Knowledge Mapping
Zhou, J., Liang, Z., Fang, Y., & Zhou, Z. (2024) · IEEE Access · doi:10.1109/access.2024.3386362 · Cited by 18 · see citing works
“In terms of education, Adeshola pointed out that educational institutions can promote academic integrity by formulating clear policies and designing evaluations that include limited AI-generated texts [68].”
BackgroundAI Chatbots and Linguistic Injustice
Park, S. (2024) · Journal of Universal Language · doi:10.22425/jul.2024.25.1.99 · Cited by 19 · see citing works
“In education, there has been increasing number of studies on the benefits and challenges of using chatbots (Aydın & Karaarslan 2022, Stokel-Walker 2022, Adeshola & Adepoju 2023, Bonsu & Baffour-Koduah 2023, Fütterer et al. 2023, Hirsh-Pasek & Blinkoff 2023).”
BackgroundBaucon, A., & de Carvalho, C. N. (2024) · Geoheritage · doi:10.1007/s12371-024-01011-2 · Cited by 18 · see citing works
“…substantiates the claim that GPT technology harbours the capacity to act as a valuable tool for educators, facilitating diverse tasks that enhance the spectrum of teaching (and learning) experiences (Grassini 2023 ; Adeshola and Adepoju 2023 ; Kiryakova and Angelova 2023 ; de Winter et al. 2023 ).”
Kim, J., Kelly, S. E., Colón, A., Spence, P. R., & Lin, X. (2024) · Communication Education · doi:10.1080/03634523.2024.2399216 · Cited by 18 · see citing works
“Adeshola and Adepoju (2023) raised concerns regarding academic integrity, emphasizing the necessity for developing new assessment methods to counteract the potential for AI-facilitated academic dishonesty.”
InfluentialIntegrating large language models into project-based learning based on self-determination theory
Zhang, L., & Zhang, W. (2025) · Interactive Learning Environments · doi:10.1080/10494820.2024.2446535 · Cited by 18 · see citing works
“Additionally, several challenges have been associated with their use, such as generating incorrect or fake information, facilitating cheating on assignments (Adeshola & Adepoju, 2023), and bypassing plagiarism detectors (Lo, 2023).”
Lee, U., Kim, Y., Lee, S., Park, J., Mun, J., Lee, E., Kim, H., Lim, C., & Yoo, Y. J. (2024) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-024-00448-4 · Cited by 20 · see citing works
- Authors
- Adeshola, I., & Adepoju, A. P.
- Affiliations
- Final International University (CY)
- Cyprus International University (CY)
- Corresponding author
- Adeshola, Ibrahim
- Venue
- Interactive Learning Environments
- Publisher
- Informa UK Limited
- Published
- 2023-09-04
- Volume
- 32
- Issue
- 10
- Pages
- 6159-6172
- ISSN
- 1049-4820 (ISSN-L)
- 1744-5191
- OpenAlex
- W4386421370
- Cited by
- 517
- References
- 22
- Citations by year
- 2026: 119 · 2025: 203 · 2024: 188 · 2023: 7
- FWCI
- 121.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Interactive Learning Environments (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Social Sciences › Safety Research › Academic integrity and plagiarism
- Physical Sciences › Computer Science › Artificial Intelligence › Sentiment Analysis and Opinion Mining
- Keywords
- ChatGPT, generative AI in education, academic dishonesty, AI-generated text, academic integrity, assessment design
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