Research Article
ChatGPT in physics education: A pilot study on easy-to-implement activities
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1 Physics Education Research, Faculty of Physics and Earth Sciences, University of Leipzig, Leipzig, GERMANY* Corresponding Author
Contemporary Educational Technology, 15(3), July 2023, ep430, https://doi.org/10.30935/cedtech/13176
Published Online: 11 April 2023, Published: 01 July 2023
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ABSTRACT
Large language models, such as ChatGPT, have great potential to enhance learning and support teachers, but they must be used with care to tackle limitations and biases. This paper presents two easy-to-implement examples of how ChatGPT can be used in physics classrooms to foster critical thinking skills at the secondary school level. A pilot study (n=53) examining the implementation of these examples found that the intervention had a positive impact on students’ perceptions of ChatGPT, with an increase in agreement with statements related to its benefits and incorporation into their daily lives.
CITATION (APA)
Bitzenbauer, P. (2023). ChatGPT in physics education: A pilot study on easy-to-implement activities. Contemporary Educational Technology, 15(3), ep430. https://doi.org/10.30935/cedtech/13176
REFERENCES
- Adiguzel, T., Kaya, M. H., & Cansu, F. K. (2023). Revolutionizing education with AI: Exploring the transformative potential of ChatGPT. Contemporary Educational Technology, 15(3), ep429. https://doi.org/10.30935/cedtech/13152
- Ahuja, A. (2019). The impact of artificial intelligence in medicine on the future role of the physician, PeerJ, 7, e7702. https://doi.org/10.7717/peerj.7702
- Alsmadi, M. A., Tabieh, A. A., Alsaifi, R. M., & Al-Nawaiseh, S. J. (2023). The effect of the collaborative discussion strategy think-pair-share on developing students’ skills in solving engineering mathematical problems. European Journal of Educational Research, 12(2), 1123-1135. https://doi.org/10.12973/eu-jer.12.2.1123
- Baidoo-Anu, D., & Ansah, L. (2023). Education in the era of generative artificial intelligence (AI): Understanding the potential benefits of ChatGPT in promoting teaching and learning. SSRN. https://doi.org/10.2139/ssrn.4337484
- Bitzenbauer, P. (2021). Effect of an introductory quantum physics course using experiments with heralded photons on preuniversity students’ conceptions about quantum physics. Physical Review Physics Education Research, 17, 020103. https://doi.org/10.1103/PhysRevPhysEducRes.17.020103
- Bogost, I. (2022). ChatGPT is dumber than you think. https://www.theatlantic.com/technology/archive/2022/12/chatgpt-openai-artificial-intelligence-writing-ethics/672386/
- Buchholz, K. (2023). ChatGPT sprints to one million users. Statista. https://www.statista.com/chart/29174/time-to-one-million-users/
- Chai, C. S., Wang, X., & Xu, C. (2020). An extended theory of planned behavior for the modelling of Chinese secondary school students’ intention to learn artificial intelligence. Mathematics, 8(11), 2089. https://doi.org/10.3390/math8112089
- Dimitrov, M. (2023). What business leaders should know about using LLMS like ChatGPT. https://www.forbes.com/sites/forbesbusinesscouncil/2023/02/07/what-business-leaders-should-know-about-using-llms-like-chatgpt/
- Ennis, R.H. (1996). Critical thinking dispositions: Their nature and assessability. Informal Logic, 18(2), 164. https://doi.org/10.22329/il.v18i2.2378
- Farrokhnia, M., Banihashem, S. K., Noroozi, O., & Wals, A. (2023). A SWOT analysis of ChatGPT: Implications for educational practice and research. Innovations in Education and Teaching International. https://doi.org/10.1080/14703297.2023.2195846
- Floridi, L., & Chiriatti, M. (2020). GPT-3: Its nature, scope, limits, and consequences. Minds & Machines, 30, 681-694. https://doi.org/10.1007/s11023-020-09548-1
- Gao, J., Zhao, H., Yu, C., & Xu, R. (2023). Exploring the feasibility of ChatGPT for event extraction. arXiv. https://doi.org/10.48550/arXiv.2303.03836
- Gregorcic, B., & Pendrill, A.-M. (2023). ChatGPT and the frustrated Socrates. Physics Education, 58(3), 035021. https://doi.org/10.1088/1361-6552/acc299
- Halaweh, M. (2023). ChatGPT in education: Strategies for responsible implementation. Contemporary Educational Technology, 15(2), ep421. https://doi.org/10.30935/cedtech/13036
- Hidayat, C., Lengkana, A. S., Rohyana, A., Purwanto, D., Razali, & Rosalina, M. (2023). Motivating active learning in physical education: Critical thinking. European Journal of Educational Research, 12(2), 1137-1151. https://doi.org/10.12973/eu-jer.12.2.1137
- Hwang, G. J., & Chang, C. Y. (2021). A review of opportunities and challenges of chatbots in education. Interactive Learning Environments. https://doi.org/10.1080/10494820.2021.1952615
- 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., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., …, & Kasneci, G. (2023) ChatGPT for good? On opportunities and challenges of large language models for education. https://doi.org/10.35542/osf.io/5er8f
- Lecler, A., Duron, L., & Soyer, P. (2023). Revolutionizing radiology with GPT-based models: Current applications, future possibilities, and limitations of ChatGPT. Diagnostic and Interventional Imaging. https://doi.org/10.1016/j.diii.2023.02.003
- Lipman, M. (1988). Critical thinking–what can it be? Educational Leadership, 46(1), 38-43. https://doi.org/10.5840/inquiryctnews19882252
- Lyman, F. (1987). Think-pair-share: An ending teaching technique. MAA-CIE Cooperative News, 1, 1-2
- McGuffie, K., & Newhouse, A. (2020). The radicalization risks of GPT-3 and advanced neural language models. arXiv. https://doi.org/10.48550/arXiv.2009.06807
- Moraga-Calderón, T. S., Buisman, H., & Cramer, J. (2020). The relevance of learning quantum physics from the perspective of the secondary school student: A case study. European Journal of Science and Mathematics Education, 8(1), 32-50. https://doi.org/10.30935/scimath/9545
- Nasution, N. E. A. (2023). Using artificial intelligence to create biology multiple choice questions for higher education. Agricultural and Environmental Education, 2(1), em002. https://doi.org/10.29333/agrenvedu/13071
- Pavlik, J. (2023). Collaborating with ChatGPT: Considering the implications of generative artificial intelligence for journalism and media education. Journalism & Mass Communication Educator, 78(1), 84-931. https://doi.org/10.1177/10776958221149577
- Prahl, K. (2017). Best practices for the think-pair-share active-learning technique. The American Biology Teacher, 79(1), 3-8. https://doi.org/10.1525/abt.2017.79.1.3
- Salas-Pilco, S. Z., & Yang, Y. (2022). Artificial intelligence applications in Latin American higher education: A systematic review. International Journal of Educational Technology in Higher Education, 19, 21. https://doi.org/10.1186/s41239-022-00326-w
- Salas-Pilco, S. Z., Xiao, K., & Hu, X. (2022). Artificial intelligence and learning analytics in teacher education: A systematic review. Education Sciences, 12(8), 569. https://doi.org/10.3390/educsci12080569
- Sallam, M. (2023, 2023-02). The utility of ChatGPT as an example of large language models in healthcare education, research and practice: Systematic review on the future perspectives and potential limitations. medRxiv. https://doi.org/10.1101/2023.02.19.23286155
- Schreiner, C., & Sjøberg, S. (2004). Sowing the seeds of ROSE: Background, rationale, questionnaire development and data collection for ROSE (the relevance of science education): A comparative study of students’ views of science and science education. Acta Didactica, 4.
- Skrabut, S. (2023). 80 ways to use ChatGPT in the classroom: Using AI to enhance teaching and learning. Stan Skrabut.
- Smith, E., & Holmes, N. (2020). Evaluating instructional labs’ use of deliberate practice to teach critical thinking skills. Physical Review Physics Education Research, 16, 020150. https://doi.org/10.1103/PhysRevPhysEducRes.16.020150
- Stadermann, K., van den Berg, E., & Goedhart, M. (2019). Analysis of secondary school quantum physics curricula of 15 different countries: Different perspectives on a challenging topic. Physical Review Physics Education Research, 15, 010130. https://doi.org/10.1103/PhysRevPhysEducRes.15.010130
- van Gelder, T. (2005). Teaching critical thinking. Some lessons from cognitive sciences. College Teaching, 53(1), 41-46. https://doi.org/10.3200/CTCH.53.1.41-48
- Veloso, M., Balch, T., Borrajo, D., Reddy, P., & Shah, S. (2021). Artificial intelligence research in finance: Discussion and examples. Oxford Review of Economic Policy, 37(3), 564-584. https://doi.org/10.1093/oxrep/grab019
- Wang, J. (2023). ChatGPT: A test drive. American Journal of Physics, 91(4), 255-256. https://doi.org/10.1119/5.0145897
- Zhai, X. (2023). ChatGPT user experience: Implications for education. SSRN. https://doi.org/10.2139/ssrn.4312418