Evaluating the Impact of GenAI in High School Education
A Critical Review
DOI:
https://doi.org/10.62383/polygon.v2i6.296Keywords:
GenAI, Learning, StudentAbstract
GenAI has currently been widely integrated into learning in secondary schools, as it is considered to provide the potential to enhance the learning experience for students. However, using GenAI in secondary school settings remains controversial, as its benefits coexist with significant ethical, social, and educational challenges. This review critically examines the role of GenAI in secondary school education, assessing current applications, potential educational benefits, and unique challenges. Through the exploration of case studies and empirical research, the researcher highlights key areas where GenAI can enhance learning while presenting possible drawbacks and ethical dilemmas. The researcher concludes by suggesting guidelines for the responsible integration of GenAI in secondary school education, aiming to capitalize on its potential while addressing critical risks.
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References
Akbar, K., Nyika, F. D., & Mbonye, V. (2024). Revolutionizing Creative Education (pp. 311–334). https://doi.org/10.4018/979-8-3693-2418-9.ch012
Akkaş, Ö. M., Tosun, C., & Gökçearslan, Ş. (2024). Artificial Intelligence (AI) and Cheating (pp. 182–199). https://doi.org/10.4018/979-8-3693-1351-0.ch009
Alasadi, E. A., & Baiz, C. R. (2023). Generative AI in Education and Research: Opportunities, Concerns, and Solutions. Journal of Chemical Education, 100(8), 2965–2971. https://doi.org/10.1021/acs.jchemed.3c00323
Alier, M., García-Peñalvo, F.-J., & Camba, J. D. (2024). Generative Artificial Intelligence in Education: From Deceptive to Disruptive. International Journal of Interactive Multimedia and Artificial Intelligence, 8(5), 5. https://doi.org/10.9781/ijimai.2024.02.011
Arantes, J. A. (2024). Redefining Classroom Readiness (pp. 78–92). https://doi.org/10.4018/979-8-3693-0240-8.ch005
Block, K., Gonzalez, A. M., Choi, C. J. X., Wong, Z. C., Schmader, T., & Baron, A. S. (2022). Exposure to Stereotype-Relevant Stories Shapes Children's Implicit Gender Stereotypes. PLOS ONE, 17(8), e0271396. https://doi.org/10.1371/journal.pone.0271396
Borah, A. R., T N, N., & Gupta, S. (2024). Improved Learning Based on GenAI. 2024 2nd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), 1527–1532. https://doi.org/10.1109/IDCIoT59759.2024.10467943
Cerioli, M. N., & Laurenty, O. M. (2024). The Future of Child Development in the AI Era. Cross-Disciplinary Perspectives Between AI and Child Development Experts. Computer Science. https://doi.org/10.48550/arXiv.2405.19275
Cheng, M., Adekola, O., Albia, J., & Cai, S. (2022). Employability In Higher Education: A Review of Key Stakeholders' Perspectives. Higher Education Evaluation and Development, 16(1), 16–31. https://doi.org/10.1108/HEED-03-2021-0025
Cheng, Y.-P., Pedaste, M., Bardone, E., & Huang, Y.-M. (Eds.). (2024). Innovative Technologies and Learning (Vol. 14785). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-65881-5
Chiu, T. K. F. (2023). The impact of Generative AI (GenAI) on practices, policies and research direction in education: a case of ChatGPT and Midjourney. Interactive Learning Environments, 1–17. https://doi.org/10.1080/10494820.2023.2253861
George, A. S. (2023). Preparing Students for an AI-Driven World: Rethinking Curriculum and Pedagogy in the Age of Artificial Intelligence. Partners Universal Innovative Research Publication, 1(2), 112–136. https://doi.org/10.5281/zenodo.10245675
Giannakos, M., Azevedo, R., Brusilovsky, P., Cukurova, M., Dimitriadis, Y., Hernandez-Leo, D., Järvelä, S., Mavrikis, M., & Rienties, B. (2024). The Promise and Challenges of Generative AI in Education. Behaviour & Information Technology, 1–27. https://doi.org/10.1080/0144929X.2024.2394886
Gupta, C. P. (2024). Transformative Potential of Artificial Intelligence in Education. 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 1–5. https://doi.org/10.1109/ICCCNT61001.2024.10725024
Hauske, S., & Bendel, O. (2024). How Can GenAI Foster Well-being in Self-regulated Learning? Proceedings of the AAAI Symposium Series, 3(1), 354–361. https://doi.org/10.1609/aaaiss.v3i1.31234
Hoernig, S., Ilharco, A., Pereira, P. T., & Pereira, R. (2024). Generative AI and Higher Education: Challenges and Opportunities.
Huang, K., Huang, J., & Catteddu, D. (2024). GenAI Data Security (pp. 133–162). https://doi.org/10.1007/978-3-031-54252-7_5
Karpouzis, K., Pantazatos, D., Touki, J., & Meli, K. (2024). Tailoring Education with GenAI: A New Horizon in Lesson Planning. Computer Science.
Law, L. (2024). Application of Generative Artificial Intelligence (GenAI) in Language Teaching and Learning: A Scoping Literature Review. Computers and Education Open, 6, 100174. https://doi.org/10.1016/j.caeo.2024.100174
Lewis, K. M. B., & Hart, C. J. (2024). Finding Time for Creativity in Higher Education Writing Through Generative AI (pp. 47–68). https://doi.org/10.4018/979-8-3693-2418-9.ch003
Lockey, S., Gillespie, N., Holm, D., & Someh, I. A. (2021). A Review of Trust in Artificial Intelligence: Challenges, Vulnerabilities and Future Directions. https://hdl.handle.net/10125/71284
McStay, A., & Risner, G. (2021). Emotional Artificial Intelligence in Children's Toys and Devices: Ethics, Governance and Practical Remedies. Big Data & Society, 8(1), 1–16. https://doi.org/10.1177/2053951721994877
Ng, D. T. K., Luo, W., Chan, H. M. Y., & Chu, S. K. W. (2022). Using Digital Story Writing as A Pedagogy to Develop AI Literacy Among Primary Students. Computers and Education: Artificial Intelligence, 3, 100054. https://doi.org/10.1016/j.caeai.2022.100054
Nguyen, A., Ngo, H. N., Hong, Y., Dang, B., & Nguyen, B.-P. T. (2023). Ethical Principles for Artificial Intelligence in Education. Education and Information Technologies, 28(4), 4221–4241. https://doi.org/10.1007/s10639-022-11316-w
Olojede, H. T. (2024). Techno-solutionism a Fact or Farce? A Critical Assessment of GenAI in Open and Distance Education. Journal of Ethics in Higher Education, 4, 193–216. https://doi.org/10.26034/fr.jehe.2024.5963
Rane, N., Choudhary, S., & Rane, J. (2023). Education 4.0 and 5.0: Integrating Artificial Intelligence (AI) for Personalized and Adaptive Learning. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4638365
Rashid, F. S., Duong-Trung, N., & Pinkwart, N. (2024). Generative AI in Education: Technical Foundations, Applications, and Challenges. https://doi.org/10.5772/intechopen.1005402
Rasul, T., Nair, S., Kalendra, D., Balaji, M. S., Santini, F. de O., Ladeira, W. J., Rather, R. A., Yasin, N., Rodriguez, R. V., Kokkalis, P., Murad, M. W., & Hossain, M. U. (2024). Enhancing Academic Integrity Among Students in GenAI Era:A Holistic Framework. The International Journal of Management Education, 22(3), 101041. https://doi.org/10.1016/j.ijme.2024.101041
Samala, A. D., Rawas, S., Wang, T., Reed, J. M., Kim, J., Howard, N.-J., & Ertz, M. (2024). Unveiling the Landscape of Generative Artificial Intelligence in Education: A Comprehensive Taxonomy of Applications, Challenges, and Future Prospects. Education and Information Technologies. https://doi.org/10.1007/s10639-024-12936-0
Ivanashko, O., Kozak, A., Khysh, T., & Honchar, K. (2024). The Role of Artificial Intelligence in Shaping the Future of Education: Opportunities and Challenges. Futurity Education, 126–146. https://doi.org/10.57125/FED.2024.03.25.08
Wang, Y., Pan, Y., Yan, M., Su, Z., & Luan, T. H. (2023). A Survey on ChatGPT: AI–Generated Contents, Challenges, and Solutions. IEEE Open Journal of the Computer Society, 4, 280–302. https://doi.org/10.1109/OJCS.2023.3300321
Yan, L., Greiff, S., Teuber, Z., & Gašević, D. (2024). Promises and Challenges of Generative Artificial Intelligence for Human Learning. Nature Human Behaviour, 8(10), 1839–1850. https://doi.org/10.1038/s41562-024-02004-5
Yoon, H., Hwang, J., Lee, K., Roh, K. H., & Kwon, O. N. (2024). Students' Use of Generative Artificial Intelligence for Proving Mathematical Statements. ZDM – Mathematics Education. https://doi.org/10.1007/s11858-024-01629-0
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