Background: This study examined three fundamental questions: what roles artificial intelligence play in physical education, what are the risks associated with the utilization of artificial intelligence, and what strategies should be implemented to ensure the effective use of artificial intelligence in physical education? Methods: Three groups of participants took part in the research: group 1 included 1-10 specialists who served as presenters on 4 expert panels on artificial intelligence and education, group 2 included 2-7 experts in physical education, and group 3 included 3-4 experts in artificial intelligence. The data was gathered by recording the statements of experts in the specialized panels and interviewing the other experts involved. Thematic analysis was utilized to examine the data. The initial coding process occurred after the four expert panels and then after each interview. Two methods were employed to ensure reliability: 1) the conceptual network extracted from the interview text was given to the interviewees for their review and approval, and 2) the method of using critical friends was utilized. Results: The first theme identified explored the functions of artificial intelligence, including standardization of space and sports equipment, empowerment and professional development of PE teachers, classroom management, educational planning, improving assessment processes, and the production of PE content. The second theme included threats such as depriving students of thinking and creativity, emotional and social damages, scientific credibility of the presented content, and ethical concerns. Finally, the third theme indicated six basic strategies for the optimal use of artificial intelligence: 1) preventative and deterrent policies to limit any negatives of AI, 2) understanding problems and challenges that AI can address, 3) developing AI literacy among teachers, 4) promoting AI among teachers to maximise its benefits, 5) provision of the necessary infrastructure for the use of AI, and 6) ensuring the safety and security of users. Conclusions: In practice, the findings highlighted the future uses of AI within physical education, along with the potential negatives of AI that need to be carefully managed. PE teachers should be encouraged to increase their AI knowledge and skills, so that they can implement AI within their practices. |
- Moreno-Guerrero A-J, López-Belmonte J, Marín-Marín J-A, Soler-Costa R. Scientific Development of Educational Artificial Intelligence in Web of Science. Future Internet. 2020;12(8):124. https://www.mdpi.com/1999-5903/12/8/124
- Sargent J, Lynch S. ‘None of my other teachers know my face/emotions/thoughts’: digital technology and democratic assessment practices in higher education physical education. Technology, Pedagogy and Education. 2021;30(5):693-705. https://doi.org/10.1080/1475939X.2021.1942972
- Zhang T, Li H. Digital video and self-modeling in the PE classroom. Digital Technology in Physical Education: Routledge; 2018. p. 19-31.
- Casey A, Jones B. Using digital technology to enhance student engagement in physical education. Asia-Pacific Journal of Health, Sport and Physical Education. 2011;2(2):51-66. https://doi.org/10.1080/18377122.2011.9730351
- Goodyear VA, Blain D, Quarmby T, Wainwright N. Dylan: The use of mobile apps within a tactical inquiry approach. Digital Technologies and Learning in Physical Education: Routledge; 2016. p. 13-30.
- Calderón A, Tannehill D. Enacting a new curriculum models-based framework supported by digital technology within a learning community. European Physical Education Review. 2020;27(3):473-92. https://doi.org/10.1177/1356336X20962126
- Diekhoff H, Greve S. Digital technology in game-based approaches: video tagging in football in PE. Physical Education and Sport Pedagogy. 2025;30(5):535-47. https://doi.org/10.1080/17408989.2023.2256758
- Calderón A, Meroño L, MacPhail A. A student-centred digital technology approach: The relationship between intrinsic motivation, learning climate and academic achievement of physical education pre-service teachers. European Physical Education Review. 2019;26(1):241-62. https://doi.org/10.1177/1356336X19850852
- Sargent J, Calderón A. Technology-Enhanced Learning Physical Education? A Critical Review of the Literature. Journal of Teaching in Physical Education. 2021;41(4):689-709. https://journals.humankinetics.com/view/journals/jtpe/41/4/article-p689.xml
- Bodsworth H, Goodyear VA. Barriers and facilitators to using digital technologies in the Cooperative Learning model in physical education. Physical Education and Sport Pedagogy. 2017;22(6):563-79. https://doi.org/10.1080/17408989.2017.1294672
- Jackson PC. Introduction to artificial intelligence: Courier Dover Publications; 2019.
- Ding P. Analysis of Artificial Intelligence (AI) Application in Sports. Journal of Physics: Conference Series. 2019;1302(3):032044. https://dx.doi.org/10.1088/1742-6596/1302/3/032044
- Lee HS, Lee J. Applying Artificial Intelligence in Physical Education and Future Perspectives. Sustainability. 2021;13(1):351. https://www.mdpi.com/2071-1050/13/1/351
- Kang H. Artificial intelligence and its influence in adult learning in China. Higher Education, Skills and Work-Based Learning. 2023;13(3):450-64. https://doi.org/10.1108/HESWBL-01-2023-0017
- Ma Y, Ping K, Wu C, Chen L, Shi H, Chong D. Artificial Intelligence powered Internet of Things and smart public service. Library Hi Tech. 2020;38(1):165-79. https://doi.org/10.1108/LHT-12-2017-0274
- Chai CS, Wang X, Xu C. An Extended Theory of Planned Behavior for the Modelling of Chinese Secondary School Students’ Intention to Learn Artificial Intelligence. Mathematics. 2020;8(11):2089. https://www.mdpi.com/2227-7390/8/11/2089
- McCabe A, Trevathan J, editors. Artificial Intelligence in Sports Prediction. Fifth International Conference on Information Technology: New Generations (itng 2008); 2008 7-9 April 2008.
- Roll I, Wylie R. Evolution and Revolution in Artificial Intelligence in Education. International Journal of Artificial Intelligence in Education. 2016;26(2):582-99. https://doi.org/10.1007/s40593-016-0110-3
- Bojorque R, Pesántez-Avilés F, editors. Academic Quality Management System Audit Using Artificial Intelligence Techniques2020; Cham: Springer International Publishing.
- Xu Y, Liu X, Cao X, Huang C, Liu E, Qian S, et al. Artificial intelligence: A powerful paradigm for scientific research. The Innovation. 2021;2(4). https://doi.org/10.1016/j.xinn.2021.100179
- Brougham D, Haar J. Smart Technology, Artificial Intelligence, Robotics, and Algorithms (STARA): Employees’ perceptions of our future workplace. Journal of Management & Organization. 2018;24(2):239-57. https://www.cambridge.org/core/product/41DB312743EA253848ED846B2882F5DE
- Wu C, Ma Y. Current Status, Hotspots and Future Prospects of Intelligent Education Research in China:--CiteSpace based visual analysis. Journal of Education, Humanities and Social Sciences. 2023;14:567-76.
- Ouyang F, Jiao P. Artificial intelligence in education: The three paradigms. Computers and Education: Artificial Intelligence. 2021;2:100020. https://www.sciencedirect.com/science/article/pii/S2666920X2100014X
- Chiu TKF, Xia Q, Zhou X, Chai CS, Cheng M. Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education. Computers and Education: Artificial Intelligence. 2023;4:100118. https://www.sciencedirect.com/science/article/pii/S2666920X2200073X
- Okunlaya RO, Syed Abdullah N, Alias RA. Artificial intelligence (AI) library services innovative conceptual framework for the digital transformation of university education. Library Hi Tech. 2022;40(6):1869-92. https://doi.org/10.1108/LHT-07-2021-0242
- Ibrahim H, Asim R, Zaffar F, Rahwan T, Zaki Y. Rethinking Homework in the Age of Artificial Intelligence. IEEE Intelligent Systems. 2023;38(2):24-7.
- Zawacki-Richter O, Marín VI, Bond M, Gouverneur F. Systematic review of research on artificial intelligence applications in higher education – where are the educators? International Journal of Educational Technology in Higher Education. 2019;16(1):39. https://doi.org/10.1186/s41239-019-0171-0
- Cao F, Xiang M, Chen K, Lei M. Intelligent Physical Education Teaching Tracking System Based on Multimedia Data Analysis and Artificial Intelligence. Mobile Information Systems. 2022;2022:7666615. https://doi.org/10.1155/2022/7666615
- Yang D, Oh E-S, Wang Y. Hybrid Physical Education Teaching and Curriculum Design Based on a Voice Interactive Artificial Intelligence Educational Robot. Sustainability. 2020;12(19):8000. https://www.mdpi.com/2071-1050/12/19/8000
- YanRu L, Saravanan V. An artificial intelligence and machine vision based evaluation of physical education teaching. Journal of Intelligent & Fuzzy Systems. 2021;40(2):3559-69. https://journals.sagepub.com/doi/abs/10.3233/JIFS-189392
- Yuan J. Application of artificial intelligence in physical education and future prospects. Revista de Psicología del Deporte (Journal of Sport Psychology). 2023;31(4):271-8. https://rpd-online.com/index.php/rpd/article/view/551
- Braun V, Clarke V, Weate P. Using thematic analysis in sport and exercise research. Routledge handbook of qualitative research in sport and exercise. 2016;1:191-205.
- Cowan D, Taylor IM. ‘I’m proud of what I achieved; I’m also ashamed of what I done’: a soccer coach’s tale of sport, status, and criminal behaviour. Qualitative Research in Sport, Exercise and Health. 2016;8(5):505-18. https://doi.org/10.1080/2159676X.2016.1206608
- Zhang H, Zhu J. Practicability of Sports Goods in the Sports Field Based on Artificial Intelligence Technology. Mobile Information Systems. 2022;2022:4964894. https://doi.org/10.1155/2022/4964894
- Wei S, Huang P, Li R, Liu Z, Zou Y. Exploring the Application of Artificial Intelligence in Sports Training: A Case Study Approach. Complexity. 2021;2021:4658937. https://doi.org/10.1155/2021/4658937
- Hill GM, Valdez-Garcia A. Perceptions of physical education teachers regarding the use of technology in their classrooms. Physical Educator. 2020;77(1):29-41.
- Krause JM, O’Neil K, Jones E. Technology in Physical Education Teacher Education: A Call to Action. Quest. 2020;72(3):241-59. https://doi.org/10.1080/00336297.2019.1685553
- Cukurova M, Kent C, Luckin R. Artificial intelligence and multimodal data in the service of human decision-making: A case study in debate tutoring. British Journal of Educational Technology. 2019;50(6):3032-46. https://bera-journals.onlinelibrary.wiley.com/doi/abs/10.1111/bjet.12829
- Kamel Boulos MN, Yang SP. Mobile physical activity planning and tracking: a brief overview of current options and desiderata for future solutions. Mhealth. 2021;7:13.
- Chen L, Chen P, Lin Z. Artificial intelligence in education: A review. Ieee Access. 2020;8:75264-78.
- Wheatley A, Hervieux S. Artificial intelligence in academic libraries: An environmental scan. Information Services & Use. 2019;39:347-56.
- Novatchkov H, Baca A. Artificial intelligence in sports on the example of weight training. Journal of sports science & medicine. 2013;12(1):27.
- Yang SJH, Ogata H, Matsui T, Chen N-S. Human-centered artificial intelligence in education: Seeing the invisible through the visible. Computers and Education: Artificial Intelligence. 2021;2:100008. https://www.sciencedirect.com/science/article/pii/S2666920X21000023
- Goksel N, Bozkurt A. Artificial intelligence in education: Current insights and future perspectives. Handbook of Research on Learning in the Age of Transhumanism: IGI Global; 2019. p. 224-36.
- Killian CM, Marttinen R, Howley D, Sargent J, Jones EM. “Knock, Knock … Who’s There?” ChatGPT and Artificial Intelligence-Powered Large Language Models: Reflections on Potential Impacts Within Health and Physical Education Teacher Education. Journal of Teaching in Physical Education. 2023;42(3):385-9. https://journals.humankinetics.com/view/journals/jtpe/42/3/article-p385.xml
- Abd-alrazaq A, AlSaad R, Aziz S, Ahmed A, Denecke K, Househ M, et al. Wearable Artificial Intelligence for Anxiety and Depression: Scoping Review. J Med Internet Res. 2023;25:e42672. https://doi.org/10.2196/42672
- Li J, Huang J-S. Dimensions of artificial intelligence anxiety based on the integrated fear acquisition theory. Technology in Society. 2020;63:101410. https://www.sciencedirect.com/science/article/pii/S0160791X20300476
- Dremliuga R, Koshel A. Artificial intelligence as a social regulator: Pros and cons. Revis Dilemas Contemp Educ Política Valores. 2018;3:55-68.
- Brendel AB, Mirbabaie M, Lembcke T-B, Hofeditz L. Ethical Management of Artificial Intelligence. Sustainability. 2021;13(4):1974. https://www.mdpi.com/2071-1050/13/4/1974
- Luckin R, Cukurova M, Kent C, du Boulay B. Empowering educators to be AI-ready. Computers and Education: Artificial Intelligence. 2022;3:100076. https://www.sciencedirect.com/science/article/pii/S2666920X22000315
- Kazimzade G, Patzer Y, Pinkwart N. Artificial intelligence in education meets inclusive educational technology—the technical state-of-the-art and possible directions. Artificial Intelligence and Inclusive Education: Speculative Futures and Emerging Practices. 2019:61-73.
- Lameras P, Arnab S. Power to the Teachers: An Exploratory Review on Artificial Intelligence in Education. Information. 2022;13(1):14. https://www.mdpi.com/2078-2489/13/1/14
- Nobakht sareban, F., Ashrafi, N. Analyzing of the Content of Published Articles on the field of Sports Technology and anticipating the future direction of the Journal of Advanced Sport Technology (JAST). Journal of Advanced Sport Technology, 2019; 3(1): 37-48.
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