Benefits and risks of using ChatGPT in higher education: A theoretical review
Abstract
The author of this review publication has set himself the task of generalizing the ideas of Russian and foreign educational researchers regarding the advantages and disadvantages of using neural networks, namely, the large language model ChatGPT, in the higher education system. 130 of the latest printed and electronic sources in Russian and English on pedagogy and humanitarian disciplines, which date back to 2023 and the first half of 2024, served as the material for the analysis. The scientific novelty of the study lies in identifying the most effective methods for assessing the didactic potential and determining the problems of introducing artificial intelligence technologies in education as exemplified by the use of ChatGPT, including the SWOT analysis method, considered as an effective analytical tool for assessing the strengths and weaknesses, opportunities and threats of using ChatGPT for educational purposes. As a result, the universal trends and features of the implementation of ChatGPT as an innovative pedagogical technology are revealed. The problems of ChatGPT application in the higher education system are analyzed from the point of view of compliance with ethical standards, prevention of academic dishonesty, formation of cognitive abilities and research competencies of students, deepening of individualization of the educational process, development of critical and creative thinking, increase in the level of information literacy and improvement of universal competencies and professional skills of students. The prospects and risks of ChatGPT application in higher education are described.
References
- Бермус А. Г. Актуальные проблемы педагогического образования в эпоху цифровой трансформации: теоретический обзор // Педагогика. Вопросы теории и практики. 2022. Т. 7. Вып. 1. https://doi.org/10.30853/ped20220003
- Гаркуша Н. С., Городова Ю. С. Педагогические возможности ChatGPT для развития когнитивной активности студентов // Профессиональное образование и рынок труда. 2023. Т. 11. № 1 (52). https://doi.org/10.52944/PORT.2023.52.1.001
- Гузаев Е. Применение ChatGPT в образовании // Развитие русского и белорусского языков в условиях информатизации общества: 60-я научная конференция аспирантов, магистрантов и студентов (г. Минск, 22-26 апреля 2024 г.) / Белорусский государственный университет информатики и радиоэлектроники. Мн., 2024.
- Джибилова Е. Г., Побываев Н. С. Анализ российского и зарубежного опыта применения ChatGPT и искусственного интеллекта в политике и социальной сфере // Социально-гуманитарные знания. 2024. № 1.
- Жуков А. Д. Генеративный искусственный интеллект в образовательном процессе: вызовы и перспективы // Вестник Московского государственного университета культуры и искусств. 2023. № 5 (115). http://doi.org/10.24412/1997-0803-2023-5115-66-75
- Забелин Д. А., Плащевая Е. В., Ланина С. Ю. Диалоговый чат-бот ChatGPT в образовании: проблемы и возможности // Преподаватель XXI век. 2023. № 4-1. http://doi.org/10.31862/2073-9613-2023-4-94-102
- Зашихина И. М. Подготовка научной статьи: справится ли ChatGPT? // Высшее образование в России. 2023. Т. 32. № 8-9. http://doi.org/10.31992/0869-3617-2023-32-8-9-24-47
- Ивахненко Е. Н., Никольский В. С. ChatGPT в высшем образовании и науке: угроза или ценный ресурс? // Высшее образование в России. 2023. Т. 32. № 4. http://doi.org/10.31992/0869-3617-2023-32-4-9-22
- Капустина Л. В., Ермакова Ю. Д., Калюжная Т. В. ChatGPT и образование: вечное противостояние или возможное сотрудничество? // Концепт. 2023. № 10. http://doi.org/10.24412/2304-120X-2023-11099
- Константинова Л. В., Ворожихин В. В., Петров А. М., Титова Е. С., Штыхно Д. А. Генеративный искусственный интеллект в образовании: дискуссии и прогнозы // Открытое образование. 2023. Т. 27. № 2. https://doi.org/10.21686/1818-4243-2023-2-36-48
- Кухно М. О. Искусственный интеллект – новый субъект авторского права: недалекое будущее или фикция? // Журнал Суда по интеллектуальным правам. 2023. Вып. 3 (41).
- Лукащук В. И. Использование ChatGPT: новый вызов для системы образования // Alma Mater (Вестник высшей школы). 2023. Вып. 1. https://doi.org/10.20339/AM.10-23.081
- Лукичёв П. М., Чекмарев О. П. Риски применения искусственного интеллекта в системе высшего образования // Вопросы инновационной экономики. 2024. Т. 14. № 2. https://doi.org/10.18334/vinec.14.2.120731
- Паскова А. А. Практические аспекты применения ChatGPT в высшем образовании // Вестник Майкопского государственного технологического университета. 2023. Т. 15. № 3. https://doi.org/10.47370/2078-1024-2023-15-3-67-74
- Раицкая Л. К., Ламбовска М. Р. Перспективы применения ChatGPT для высшего образования: обзор международных исследований // Интеграция образования. 2024. Т. 28. № 1. https://doi.org/10.15507/1991-9468.114.028.202401.010-021
- Резаев А. В., Трегубова Н. Д. ChatGPT и искусственный интеллект в университетах: какое будущее нам ожидать? // Высшее образование в России. 2023. Т. 32. № 6. https://doi.org/10.31992/0869-3617-2023-32-6-19-37
- Старовойтов А. Г. Исследование возможностей чат-бота ChatGPT и оценка перспектив их практического применения специалистами службы управления персоналом // Journal of Monetary Economics and Management. 2024. № 1. https://doi.org/10.26118/2782-4586.2024.75.98.003
- Султанова Д. А. ChatGPT в контексте образования: как бороться с его разрушительным воздействием // Молодой ученый. 2023. № 36 (483).
- Сысоев П. В., Филатов Е. М. ChatGPT в исследовательской работе студентов: запрещать или обучать? // Вестник Тамбовского университета. Серия: Гуманитарные науки. 2023. Т. 28. № 2. https://doi.org/10.20310/1810-0201-2023-28-2-276-301
- Токтарова В. И., Ребко О. В. ChatGPT в работе педагога: возможности и риски использования // Цифровая гуманитаристика и технологии в образовании (DHTE 2023): IV Международная научно-практическая конференция (г. Москва, 16-17 ноября 2023 г.) / под ред. В. В. Рубцова, М. Г. Сороковой, Н. П. Радчиковой. М.: ФГБОУ ВО МГППУ, 2023.
- Черкасова Е. А. Применение искусственного интеллекта в обучении английскому языку в неязыковом вузе: анализ чата GPT в контексте оценки письменных работ // Бизнес. Образование. Право. 2023. № 4 (65). https://doi.org/10.25683/VOLBI.2023.65.837
- Abolkasim E., Shtewi A. Analyzing the Efficacy of ChatGPT for Online Learning: An Experimental Study // AlQalam Journal of Medical and Applied Sciences. 2023. Vol. 6. Iss. 2. https://doi.org/10.5281/zenodo.10005016
- Abujaber A. A., Abd-Alrazaq A., Al-Qudimat A. R., Nashwan A. J. A Strengths, Weaknesses, Opportunities, and Threats (SWOT) Analysis of ChatGPT Integration in Nursing Education // A Narrative Review. 2023. Vol. 15 (11). https://doi.org/10.7759/cureus.48643
- Adiguzel T., Kaya M. H., Cansu F. K. Revolutionizing Education with AI Exploring the Transformative Potential of ChatGPT // Contemporary Educational Technology. 2023. No. 15 (3). https://doi.org/10.30935/cedtech/13152
- Al Ahmed Y., Sharo A. On the Education Effect of ChatGPT: Is AI ChatGPT to Dominate Education Career Profession? // Proceedings of the 2023 International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS). 2023. https://doi.org/10.1109/ICCNS58795.2023.10192993
- Alabool H. M. ChatGPT in Education: SWOT Analysis Approach // International Conference on Information Technology (ICIT) (Amman, Jordan, August 9-10 2023). 2023. https://doi.org/10.1109/ICIT58056.2023.10225801
- Amin Dar M., Khursheed T., Ahmad A., Fayaz R. Unveiling Chat GPT’s Educational Prospects: A SWOT Analysis // Proceedings of the 11th International Conference on “Computing for Sustainable Global Development” (28th February – 01st March 2024) / Bharati Vidyapeeth’s Institute of Computer Applications and Management. New Delhi, 2024. https://doi.org/10.23919/INDIACom61295.2024.10499038
- Aripin Z., Supriatna U., Mahaputra M. S. With the Advent of ChatGPT: How to Identify Strengths, Weaknesses, Opportunities, and Threats for the Field of Education and the Business World of Various Disciplines // Kriez Academy: Journal of Development and Community Service. 2023. Vol. 1 (1).
- Aslam M. S., Nisar S. Artificial Intelligence Applications Using ChatGPT in Education: Case Studies and Practices. IGI Global, 2023. https://doi.org/10.4018/978-1-6684-9300-7
- Bang Y., Cahyawijaya S., Lee N., Dai W., Su D., Fung P. A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity // Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. 2023. Vol. 1. Long Papers. https://doi.org/10.18653/v1/2023.ijcnlp-main.45
- Banihashem S., Noroozi O., Wals A., Farrokhnia M. A SWOT Analysis of ChatGPT: Implications for Educational Practice and Research // Innovations in Education and Teaching International. 2024. Vol. 61 (3). https://doi.org/10.1080/14703297.2023.2195846
- Barbas M. P., Vieira A. T., Branco P. D. The Importance of ChatGPT Training for Higher Education: Case Study // Advances in Design and Digital Communication IV. Proceedings of the 7th International Conference on Design and Digital Communication (Barcelos, Portugal, November 9-11, 2023). Cham: Springer Nature, 2023. https://doi.org/10.1007/978-3-031-47281-7_57
- Choi G. W., Kim S. H., Lee D., Moon J. Utilizing Generative AI for Instructional Design: Exploring Strengths, Weaknesses, Opportunities, and Threats // TechTrends. 2024. Vol. 68. https://doi.org/10.1007/s11528-024-00967-w
- Dwivedi Y. K., Kshetri N., Huges L., Slade E. L., Jeyaraj A., Kar A. K., Baabdullah A. M., Koohang A., Raghavan V. Opinion Paper: “So What If ChatGPT Wrote It?”. Multidisciplinary Perspectives on Opportunities, Challenges and Implications of Generative Conversational AI for Research, Practice and Policy // International Journal of Information Management. 2023. Vol. 71.
- Farrokhnia M., Banihashem S. K., Noroozi O., Wals A. A SWOT Analysis of ChatGPT: Implications for Educational Practice and Research // Innovations in Education and Teaching International. 2023. Vol. 61 (3). https://doi.org/10.1080/14703297.2023.2195846
- Fütterer T., Fischer C., Alekseeva A., Chen X., Tate T., Warschauer M., Gerjets P. ChatGPT in Education: Global Reactions to AI Innovations // Scientific Reports. 2023. Vol. 13 (1). https://doi.org/10.1038/s41598-023-42227-6
- Gao C. A., Howard F. M., Markov N. S., Dyer E. C., Ramesh S., Luo S., Pearson A. T.Comparing Scientific Abstracts Generated by ChatGPT to Real Abstracts with Detectors and Blinded Human Reviewers // Digital Medicine. 2023. Vol. 6 (1). https://doi.org/10.1038/s41746-023-00819-6
- Giray L., Jacob J., Gumalin D. Strengths, Weaknesses, Opportunities, and Threats of Using ChatGPT in Scientific Research // International Journal of Technology in Education. 2023. Vol. 7 (1). https://doi.org/10.46328/ijte.618
- Gödde D., Nöhl S., Wolf C., Rupert Y., Rimkus L., Ehlers J., Breuckmann F., Sellmann T. A SWOT (Strengths, Weaknesses, Opportunities, and Threats) Analysis of ChatGPT in the Medical Literature: Concise Review // Journal of Medical Internet Research. 2023. Vol. 25. https://doi.org/10.2196/49368
- Hazzan O. SWOT Analysis of ChatGPT in Computer Science Education.Communications of the ACM // BLOG@CACM. 07.02.2024. https://cacm.acm.org/blogcacm/swot-analysis-of-chatgpt-in-computer-science-education/
- Huang Y. Reflection on Whether Chat GPT Should Be Banned by Academia from the Perspective of Education and Teaching // Frontiers in Psychology. 2023. Vol. 14. https://doi.org/10.3389/fpsyg.2023.1181712
- Jill S. S., Xu M., Patros P., Wu H., Kaur R., Fuller S., Singh M., Arora P., Parlikad A. K., Stankovski V., Abraham A., Ghosh S. K., Lutfiyya H., Kanhere S. S., Bahsoon R., Rana O., Dustdar S., Sakellariou R., Uhlig S., Buyya R. Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots // Internet of Things and Cyber-Physical Systems. 2024. Vol. 4 (7947). https://doi.org/10.1016/j.iotcps.2023.06.002
- Joshi I., Budhiraja R., Dev H., Kadia J., Ataullah M. O., Mitra S., Akolekar H. D., Kumar D. ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questions // Proceedings of the 55th ACM Technical Symposium on Computer Science Education. 2024. SIGCSE 2024 (Portland, OR, USA, March 20-23, 2024). Portland, 2024. Vol. 1. https://doi.org/10.48550/arXiv.2304.14993
- Kasneci E., Seßler K., Küchemann S., Bannert M., Dementieva D., Fischer F., Gasser U., Groh G., Günnemann S., Hüllermeier E., Krusche S., Kutyniok G., Michaeli T., Nerdel C. ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education // Learning and Individual Differences. 2023. Vol. 103. https://doi.org/10.1016/j.lindif.2023.102274
- King M. R. A Conversation on Artificial Intelligence, Chatbots, and Plagiarism in Higher Education // Cellular and Molecular Bioengineering. 2023. Vol. 16. https://doi.org/10.1007/s12195-022-00754-8
- Kung T. H., Cheatham M., Medenilla A., Sillos C., De Leon L., Elepaño C., Madriaga M., Aggabao R., Diaz-Candido G., Maningo J., Tseng V. Performance of ChatGPT on USMLE: Potential for AI-Assisted Medical Education Using Large Language Models // PLOS Digital Health. 2023. Vol. 2 (2). https://doi.org/10.1371/journal.pdig.0000198
- Li X., Ju P., Zhang J., Zhao S. Research on the Application of ChatGPT in the Interdisciplinars of Higher Education // Journal of Artificial Intelligence Practice. 2024. Vol. 7. Iss. 1. https://doi.org/10.23977/jaip.2024.070107
- Lo C. K. What Is the Impact of CHATGPT on Education? A Rapid Review of the Literature // Education Sciences. 2023. Vol. 13 (4). https://doi.org/10.3390/educsci13040410
- Loos E., Gröpler J., Goudeau M.-L. S. Using ChatGPT in Education: Human Reflection on ChatGPT’s Self-Reflection // Societies. 2023. Vol. 13 (8). https://doi.org/10.3390/soc13080196
- López acuña A. A., Gutiérrez E. E. Swot Analysis of the Use of IA Tools Such as ChatGPT in Research Competencies at the Secondary School Level // Migration Letters. 2024. Vol. 21. Iss. S4.
- Mai D. T. T., Da C. V., Hanh N. V. The Use of ChatGPT in Teaching and Learning: A Systematic Review through SWOT Analysis Approach // Frontiers of Education. 2024. Vol. 9. https://doi.org/10.3389/feduc.2024.1328769
- Malinka K., Peresíni M., Firc A., Hujnák O., Janus F. On the Educational Impact of ChatGPT: Is Artificial Intelligence Ready to Obtain a University Degree? // Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. 2023. Vol. 1. https://doi.org/10.48550/arXiv.2303.11146
- Malmström H., Stöhr C., Ou W. Chatbots and Other AI for Learning: A Survey of Use and Views Among University Students in Sweden: Report // Chalmers Studies in Communication and Learning in Higher Education. 2023. Iss. 1. https://doi.org/10.17196/cls.csclhe/2023/01
- Mesiono M., Fahada N., Irwansyah I., Diana D., Siregar A. S. SWOT Analysis of ChatGPT: Implications for Educational Practice and Research // Journal Management, Leadership, and Supervision of Education (JMKSP). 2024. Vol. 9 (1). https://doi.org/10.31851/jmksp.v9i1.14137
- Miao H., Ahn H. Impact of ChatGPT on Interdisciplinary Nursing Education and Research // Asian-Pacific Island Nursing Journal. 2023. Vol. 7. https://doi.org/10.2196/48136
- Morita P. P., Abhari S., Kaur J., Lotto M., Miranda P. A. D. S. E. S., Oetomo A. Applying ChatGPT in Public Health: A SWOT and PESTLE Analysis // Frontiers of Public Health. 2023. Vol. 11. https://doi.org/10.3389/fpubh.2023.1225861
- Naing S. Z. S., Udomwong P. Public Opinions on ChatGPT: An Analysis of Reddit Discussions by Using Sentiment Analysis, Topic Modeling, and SWOT Analysis // Data Intelligence. 2024. Vol. 6 (2). https://doi.org/10.1162/dint_a_00250
- Nikolic S., Daniel S., Haque R., Belkina M., Hassan G. M., Grundy S., Lyden S., Neal P., Sandison C. ChatGPT Versus Engineering Education Assessment: A Multidisciplinary and Multiinstitutional Benchmarking and Analysis of This Generative Artificial Intelligence Tool to Investigate Assessment Integrity // European Journal of Engineering Education. 2023. Vol. 48. https://doi.org/10.1080/03043797.2023.2213169
- Parsons B., Curry J. H. Can ChatGPT Pass Graduate-Level Instructional Design Assignments? Potential Implications of Artificial Intelligence in Education and a Call to Action // TechTrends. 2024. Vol. 68 (1). https://doi.org/10.1007/s11528-023-00912-3
- Pittner D., Romih D., Polančič G. The Use of ChatGPT in the Study of Economics: A SWOT Analysis // International Scientific Conference on Economy, Management and Information Technologies. 2023. Vol. 1 (1). https://doi.org/10.46793/ICEMIT23.157P
- Polat H., Topuz A. C., Yildiz M., Taslibeyaz E., Kursun E. A Bibliometric Analysis of Research on ChatGPT in Education // International Journal of Technology in Education (IJTE). 2024. Vol. 7 (1). https://doi.org/10.46328/ijte.606
- Pradana M., Putri E. H., Syarifuddin S. Discussing ChatGPT in Education: A Literature Review and Bibliometric Analysis // Cogent Education. 2023. Vol. 10. https://doi.org/10.1080/2331186X.2023.2243134
- Radha L., Arumugam J., Vyas M., Trivedi M. SWOT Analysis of ChatGPT in Academic Integrity: Evaluating the Strengths, Weaknesses, Opportunities and Threats of a Highly Advanced Language Model for Promoting Academic Integrity // Journal of Engineering Education Transformations. 2024. Vol. 37. No. 4.
- Rudolph T., Tan S., Tan S. ChatGPT: Bullshit Spewer or the End of Traditional Assessments in Higher Education? // Journal of Applied Learning and Teaching. 2023. Vol. 6 (1).
- Rueda M. M., Fernandez-Cerero J., Fernandez-Batanero J. M., Lopez-Meneses E. Impact of the Implementation of ChatGPT in Education: A Systematic Review // Computer Times. 2023. Vol. 12 (8). https://doi.org/10.3390/computers12080153
- Saeidnia H. R. ChatGPT: A Year Later – Examining Experts’ Opinions, Studies, and Public Perception // Information Matters. 2023. Vol. 3. Iss. 11. https://doi.org/10.2139/ssrn.4664847
- Samala A. D., Zhai X., Aoki K., Bojic L., Zikic S. An In-Depth Review of ChatGPT’s Pros and Cons for Learning and Teaching in Education // International Journal of Interactive Mobile Technologies. 2024. Iss. 18 (2). https://doi.org/10.3991/ijim.v18i02.46509
- Shang L. Bibliometric Analysis of Potential Themes and Trend Development of ChatGPT in the Field of Education // Advances in Educational Technology and Psychology. 2024. Vol. 8. No. 3. https://doi.org/10.23977/aetp.2024.080308
- Sok S., Heng K. ChatGPT for Education and Research: A Review of Benefits and Risks // Cambodian Journal of Educational Research. 2023. Vol. 3 (1). https://dx.doi.org/10.2139/ssrn.4378735
- Sun G. H., Hoelscher S. H. The ChatGPT Storm and What Faculty Can Do // Nurse Education. 2023. Vol. 48 (3). https://doi.org/10.1097/NNE.0000000000001390
- Thorp H. ChatGPT Is Fun, but Not an Author // Science. 2023. Vol. 379. Iss. 6630.
- Tian W., Ge J., Yu Z., Xu Z. AI Chatbots in Chinese Higher Education: Adoption, Perception, and Influence among Graduate Students – an Integrated Analysis Utilizing UTAUT and ECM Models // Frontiers of Psychology. 2024. Vol. 15. https://doi.org/10.3389/fpsyg.2024.1268549
- Utama I. D., Sudirman I. D., Nugraha D. Y., Kurnianingrum D., Karmagatri M. The ChatGPT Impact on Education: A Comprehensive Bibliometric Review // Journal of Higher Education Theory and Practice. 2024. Vol. 24 (5). https://doi.org/10.33423/jhetp.v24i5.6996
- Xu X., Wang X., Zhang Y., Zheng R. Applying ChatGPT to Tackle the Side Effects of Personal Learning Environments from Learner and Learning Perspective: An Interview of Experts in Higher Education // PLoS One. 2024. Vol. 19 (1). https://doi.org/10.1371/journal.pone.0295646
- Yu H. The Application and Challenges of ChatGPT in Educational Transformation: New Demands for Teachers’ Roles // Heliyon. 2024. Vol. 10. https://doi.org/10.1016/j.heliyon.2024.e24289
- Zheltukhina M. R., Sergeeva O. V., Masalimova A. R., Budkevich R. L., Kosarenko N. N., Nesterov G. V. A Bibliometric Analysis of Publications on ChatGPT in Education: Research Patterns and Topics // Online Journal of Communication and Media Technologies. 2024. Vol. 14 (1). https://doi.org/10.30935/ojcmt/14103
- Zhu C., Sun M., Luo J., Li T., Wang M. How to Harness the Potential of ChatGPT in Education? // Knowledge Management and E-Learning. 2023. Vol. 15 (2). https://doi.org/10.34105/j.kmel.2023.15.008
Author information
About this article
Publication history
- Received: July 21, 2024.
- Published: August 27, 2024.
Keywords
- высшее образование
- технологии искусственного интеллекта
- обучающие возможности нейронных сетей
- генеративный искусственный интеллект
- большие языковые модели в образовании
- SWOT-анализ
- преимущества и недостатки ChatGPT как образовательной технологии
- ChatGPT
- higher education
- artificial intelligence technologies
- training capabilities of neural networks
- generative artificial intelligence
- large language models in education
- SWOT analysis
- advantages and disadvantages of ChatGPT as an educational technology
Copyright
© 2024 The Author(s)
© 2024 Gramota Publishing, LLC