Smart physical education Integrating flipped classroom with IoT and android for enhanced learning
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Abstract
This study aims to develop and test the effectiveness of Internet of Things (IoT) and Android-based applications in flipped classroom for physical education in elementary schools. This technology is expected to improve students' basic movement skills, physical abilities, interactive skills, behaviour, self-confidence, and preschool perspective. This study uses Borg and Gall research and development (R&D) methods with two main objectives, namely product development and effectiveness testing. The sample consisted of 197 students in Grades 4, 5, and 6 who had previously been tested for digital literacy. Validation is carried out by two experts in the field of credible materials and media, consisting of lecturers and software developers. The validation results show this app gets an assessment of “very good” from material experts and “good” from media experts. Trials on students and teachers showed “very good” results in the display, content and learning aspects. Effectiveness testing using an Independent t-test showed significant improvements in students' Pulse and cognitive variables. In conclusion, This IoT and Android application is valid and effective in flipped classroom, improving material access, interaction, collaboration, and objective assessment. Further research is suggested to compare the effectiveness of learning between IoT-based flipped classroom and Android with traditional methods or flipped classroom without additional technology.
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Universitas Negeri Semarang
Grant numbers T/237/UN37/HK.02/2024
References
Aliriad, H., Adi, S., Manullang, J. G., Endrawan, I. B., & Satria, M. H. (2024). Improvement of Motor Skills and Motivation to Learn Physical Education Through the Use of Traditional Games. Physical Education Theory and Methodology, 24(1), 32-40. https://doi.org/10.17309/tmfv.2024.1.04
Becker, S., Klein, P., Gößling, A., & Kuhn, J. (2020). Using mobile devices to enhance inquiry-based learning processes. Learning and Instruction, 69, 101350. https://doi.org/10.1016/j.learninstruc.2020.101350
Che, Y., Sivaparthipan, C. B., & Alfred Daniel, J. (2023). Human-Computer Interaction on IoT-Based College Physical Education. Arabian Journal for Science and Engineering, 48(3), 4119. https://doi.org/10.1007/s13369-021-05895-y
Chen, Q., & Dong, M. (2022). Design of Assessment Judging Model for Physical Education Professional Skills Course Based on Convolutional Neural Network and Few-Shot Learning. Computational Intelligence and Neuroscience, 2022, 7548256. https://doi.org/10.1155/2022/7548256
Haryanti, A., Yusuf, M., & Agung, L. (2021). Students' Perceptions About the Use of Android- Based Learning Media in Physical Education Learning. Al Islah: Jurnal Pendidikan, 13(2). https://doi.org/10.35445/alishlah.v13i2.633
Hernández, R., Gómez, R., & Covadonga, M.-P. (2019). Verbal interaction amongst students during physical education. Journal of Human Sport and Exercise, 14. https://doi.org/10.14198/jhse.2019.143.07
Huang, J., & Yu, D. (2022). Application of Deep Learning in College Physical Education Design under Flipped Classroom. Computational Intelligence and Neuroscience, 2022(1), 7368771. https://doi.org/10.1155/2022/7368771
Joo, K. H., & Park, N. H. (2023). Development of Ubiquitous Flip Learning Model Based on Backward Design BT - Advances in Computer Science and Ubiquitous Computing (J. S. Park, L. T. Yang, Y. Pan, & J. H. Park (eds.); pp. 645-651). Springer Nature Singapore. https://doi.org/10.1007/978-981-99-1252-0_87
Killian, C. M., Espinoza, S. M., Webster, C. A., Long, B., Urtel, M., Mays Woods, A., & D'Agostino, E. M. (2022). Flipping the Script: An Initial Exploration of Flipped Learning as an Enhanced Alternative to Traditional Physical Education Lessons. In International Journal of Environmental Research and Public Health (Vol. 19, Issue 22). https://doi.org/10.3390/ijerph192215188
Lazzari, E. (2023). Flipped learning and affect in mathematics : Results of an initial narrative analysis. European Journal of Science and Mathematics Education, 11(1), 77-88. https://doi.org/10.30935/scimath/12435
Lei, T., Cai, Z., & Hua, L. (2021). 5G-oriented IoT coverage enhancement and physical education resource management. Microprocessors and Microsystems, 80, 103346. https://doi.org/10.1016/j.micpro.2020.103346
Li, Y. (2024). Systematic Review and Meta-Analysis of the Effect of the Flipped Teaching Method on Students' Physical Education Learning. Journal of Electrical Systems, 20, 2096-2105. https://doi.org/10.52783/jes.4814
Martin, C., Horton, M. L., & Tarr, S. J. (2015). Building Assessment Tools Aligned with Grade-level Outcomes. Journal of Physical Education, Recreation & Dance, 86(7), 28-34. https://doi.org/10.1080/07303084.2015.1064713
Osterlie, O., Killian, C., & Sargent, J. (2023). Flipped Learning In Physical Education Opportunities and Applications. Routledge. https://doi.org/10.4324/9781003203377
Østerlie, O., Sargent, J., Killian, C., Garcia-Jaen, M., García-Martínez, S., & Ferriz-Valero, A. (2023). Flipped learning in physical education: A scoping review. European Physical Education Review, 29(1), 125-144. https://doi.org/10.1177/1356336X221120939
Santoso, R., Rahayu, T., harto, S., & Setyawati, H. (2023). Software Development Tools with Android Base for Skills Data Collection in Physical Education. Journal of Internet Services and Information Security, 13, 22-33. https://doi.org/10.58346/JISIS.2023.I1.003
Sigit, C. N., Alfani, M. A., & Dwiyogo, W. D. (2022). Implementation of physical education with blended learning based on teacher readiness in Indonesia: systematic review. Journal of Science and Education (JSE), 3(2 SE-), 69-75. https://doi.org/10.56003/jse.v3i2.160
Slingerland, M., & Weeldenburg, G. (2019). Authentic learning tasks and assessment in Physical Education teacher education. Revista Infancia, Educación y Aprendizaje, 5, 530. https://doi.org/10.22370/ieya.2019.5.2.1770
Vagle, M., Dalen-Lorentsen, T., Moksnes, H., Harøy, J., Bjørneboe, J., & Andersen, T. E. (2023). Physical Performance Profiles in Norwegian Premier League Female Football: A Descriptive Study. International Journal of Sports Physiology and Performance, 1-9. https://doi.org/10.1123/ijspp.2022-0360
Wang, Z. (2022). The Application of 5G Network Technology in the Innovative Development of Physical Education. Mobile Information Systems, 2022, 1348375. https://doi.org/10.1155/2022/1348375
Wibowo, C., Nopiyanto, Y. E., Raibowo, S., Insanistyo, B., Kardi, I. S., Ibrahim, Rasyono, Defliyanto, & Cs, A. (2024). Assessing the Influence of the Flipped Classroom on Physical Education Students' Engagement in Basketball Learning Activities. Physical Education Theory and Methodology, 24(4 SE-Original Scientific Articles), 511-519. https://doi.org/10.17309/tmfv.2024.4.01
Yao, H., Wang, Y., Montenegro-Marin, C. E., & Hsu, C.-H. (2021). Internet of things-based technological acceptance learning management framework for the physical education system. Technology and Health Care : Official Journal of the European Society for Engineering and Medicine, 29(6), 1201-1215. https://doi.org/10.3233/THC-213001
Ying, X., & Thompson, P. (2020). Flipped University Class: A Study of Motivation and Learning. Journal of Information Technology Education: Research, 19, 41-63. https://doi.org/10.28945/4500
Yip, P. K., Cheng, L., & Cheung, P. (2023). The association of children's motivation and physical activity levels with flipped learning during physical education lessons. European Physical Education Review, 29(4), 601-618. https://doi.org/10.1177/1356336X231170990
Zhou, X. (2022). A conceptual review of the effectiveness of flipped learning in vocational learners' cognitive skills and emotional states. Frontiers in Psychology, 13, 1039025. https://doi.org/10.3389/fpsyg.2022.1039025
Zhu, Z., Xu, Z.-W., & Liu, J. (2023). Flipped classroom supported by music combined with deep learning applied in physical education. Appl. Soft Comput., 137, 110039. https://doi.org/10.1016/j.asoc.2023.110039
Zuhdi, S., & Sukarmin, Y. (2021). Learning media development physical education sport and health that number athletic material based on Android application. Quality in Sport, 7(1 SE-Articles), 37-44. https://doi.org/10.12775/QS.2021.003