Integration of Artificial Intelligence in Physical Education Learning to Improve Learning Quality
DOI:
https://doi.org/10.55123/jomlai.v4i4.6734Keywords:
Artificial Intelligence, Physical Education, Learning Quality, Learning MotivationAbstract
This study aims to analyze the impact of integrating Artificial Intelligence (AI) into physical education learning to enhance students’ learning quality. The research employed a quasi-experimental method with a pretest-posttest control group design involving 60 students, divided into experimental and control groups. The research instruments included a learning motivation questionnaire, a student activity observation sheet, and a physical fitness test. The results revealed a significant improvement in the experimental group that applied AI-based learning. The average learning motivation score increased from 72.3 to 88.6 (a 22.5% increase), students’ active participation rose from 68.4% to 90.2%, and physical fitness scores improved from 70.1 to 83.5. The t-test results indicated a significant difference between the experimental and control groups (p < 0.05). These findings demonstrate that the implementation of artificial intelligence technology in physical education can effectively enhance students’ motivation, participation, and learning outcomes. Therefore, integrating AI into the learning process can serve as an innovative and effective strategy to improve the quality of physical education and support the transformation of learning in the rapidly evolving digital era.
References
[1] A. Rahma Ndhanni and M. Ridwan, “Pemanfaatan Artificial Intelligence untuk Meningkatkan Motivasi Belajar Peserta Didik dalam Pembelajaran Sepakbola,” Jurnal Dunia Pendidikan, vol. 6, no. 1, pp. 111–123, 2025.
[2] Y. B. Widodo, S. Sibuea, and M. Narji, “Kecerdasan Buatan dalam Pendidikan: Meningkatkan Pembelajaran Personalisasi,” Jurnal Teknologi Informatika dan Komputer, vol. 10, no. 2, pp. 45–57, 2025.
[3] A. Fajriati, Wisroni, and C. Handrianto, “Pemanfaatan Teknologi Artificial Intelligence (AI) dalam Pembelajaran Berbasis Peserta Didik di Era Digital,” Wahana Pedagogika: Jurnal Ilmiah Pendidikan dan Pembelajaran, vol. 6, no. 2, 2025.
[4] M. E. Dertli, S. Erden, and Ş. Dertli, “Integration of Physical Education and Sports with Artificial Intelligence: A Scientific Mapping Study,” Int. J. Health, Exercise, and Sport Sciences, vol. 2, no. 2, 2025.
[5] J. Jajat, A. Sudrazat, M. Zaky, and K. Sultoni, “Implementation of Artificial Intelligence (AI) Machine Learning for Analysis of Physical Activity Behavior, Sedentary Behavior, and Obesity Risk,” Indonesian Journal of Sport Management, vol. 4, no. 4, 2025.
[6] M. I. Abdillah and W. R. Kurniawan, “Peran Artificial Intelligence (AI) dalam Pembelajaran Pendidikan Jasmani di Sekolah Dasar,” JIIP – Jurnal Ilmiah Ilmu Pendidikan, vol. 8, no. 7, pp. 8111–8120, 2025.
[7] I. N. P. Kusuma and I. J. M. Suhendro, “Pengaplikasian Artificial Intelligence dalam Pembelajaran: Program Peningkatan Keterampilan Teknologi untuk Guru SMAN 1 Kintamani,” Jurnal Pengabdian kepada Masyarakat Nusantara, vol. 6, no. 3, 2025.
[8] G. Yulianti, Benardi, and N. Permana, “Transformasi Pendidikan Indonesia: Menerapkan Potensi Kecerdasan Buatan (AI),” JISMA – Journal of Information Systems and Management, vol. 2, no. 6, 2025.
[9] S. Fauzi, E. Yantiningsih, L. Judijanto, and I. A. Prabowo, “Physical Education in the Era of Artificial Intelligence: The Impact of AI Technology on Enhancing Sports Learning in Schools,” TOFEDU: The Future of Education Journal, vol. 4, no. 4, pp. 835–842, 2025.
[10] M. Terbuka, I. Ichwan, A. A. K. Budiastara, H. Asyhari, M. Betaubun, and D. D. Kuswoyo, “Enhancing Physical Education Learning Through AI-Based Education in the PGSD Program at the Open University in the Digital Era,” East Asian Journal of Multidisciplinary Research, vol. 4, no. 6, 2025.
[11] R. Li, “The Impact of Artificial Intelligence on Inclusive Physical Education in Harbin Universities,” Uniglobal Journal of Social Sciences and Humanities, vol. 4, no. 2, 2025.
[12] R. Li, “Examining the Role of Artificial Intelligence in Enhancing Adapted Physical Education (APE) in Universities in Harbin, Heilongjiang, China,” Uniglobal Journal of Social Sciences and Humanities, vol. 4, no. 2, 2025.
[13] S. Supriyadi and Z. Nasution, “Teknologi Artificial Intelligence (AI) dan Literasi Digital Mahasiswa terhadap Hasil Belajar Mata Kuliah Evaluasi Pembelajaran,” Jurnal Teknodik, vol. 28, no. 2, pp. 110–121, 2024.
[14] S. Forendra, R. Yogica, Syamsurizal, and R. Anggriyani, “Pengembangan Buku Panduan Penggunaan Artificial Intelligence (AI) pada Pembelajaran Biologi di SMA,” Jurnal Pendidikan Tambusai, vol. 9, no. 1, 2025.
[15] D. Apriliani, “Penggunaan Artificial Intelligence dalam Pembelajaran Bahasa Indonesia,” DIKBASTRA: Jurnal Pendidikan Bahasa dan Sastra, vol. 7, no. 1, 2025.
[16] J. A. Lin and S. R. Park, “Artificial Intelligence and Pedagogical Decision-Making in Physical Education,” Education and Information Technologies, vol. 28, no. 5, pp. 4933–4950, 2023.
[17] M. T. Hasan, “Real-Time Data Analytics for Student Activity Monitoring,” IEEE Transactions on Education, vol. 66, no. 2, pp. 134–142, 2023.
[18] H. S. Zhou et al., “Big Data Integration in Sport Science,” Applied Artificial Intelligence, vol. 36, no. 8, pp. 655–667, 2022.
[19] D. A. Siregar and P. Lestari, “Wearable Technology for Student Fitness Tracking,” Jurnal Teknologi Olahraga, vol. 11, no. 4, pp. 221–230, 2023.
[20] L. P. Widodo, “Evidence-Based Teaching in Physical Education,” Jurnal Penelitian Pendidikan Jasmani, vol. 8, no. 2, pp. 115–127, 2022.
[21] R. J. Smith and T. Brown, “Experiential Learning in Virtual Environments,” Computers & Education, vol. 185, pp. 105–118, 2023.
[22] Y. Chen, “Virtual Coaching Using AI Motion Capture,” IEEE Transactions on Artificial Intelligence in Education, vol. 2, no. 3, pp. 278–289, 2022.
[23] B. K. Nuraini, “AI-Based Standardization in Physical Education Assessment,” Jurnal Evaluasi Pendidikan, vol. 9, no. 1, pp. 50–61, 2022.
[24] A. Gupta and M. Singh, “Reducing Subjectivity in Performance Assessment Using AI,” IEEE Access, vol. 10, pp. 99823–99834, 2022.
[25] Z. Wang, “Pattern Recognition Algorithms for Movement Assessment,” Pattern Recognition Letters, vol. 169, pp. 24–33, 2023.
[26] N. P. Ariyanto, “Dynamic Curriculum Models Based on AI Analytics,” Jurnal Kurikulum dan Teknologi Pendidikan, vol. 13, no. 2, pp. 77–89, 2023.
[27] S. K. Patel, “Trends in Smart Physical Education Curriculum,” International Journal of Education and Learning Systems, vol. 6, no. 1, pp. 120–132, 2023.
[28] M. R. Arif, “Gamification Strategies in AI-Based Learning,” Jurnal Inovasi Pembelajaran, vol. 5, no. 3, pp. 88–97, 2022.
[29] V. R. K. Sharma, “Applying Vygotsky’s Theory in AI-Supported Learning,” Contemporary Educational Technology, vol. 14, no. 1, pp. 203–214, 2023.
[30] A. H. Pradana, “Teacher–Student–Technology Collaboration Models,” Jurnal Teknologi Pendidikan Indonesia, vol. 8, no. 4, pp. 99–111, 2022.
[31] M. H. Rinaldi, “Student Agency in AI-Integrated Learning,” Journal of Interactive Learning Research, vol. 35, no. 2, pp. 211–223, 2023.
[32] L. Q. Hartono, “Digital Ecosystem Readiness for AI Implementation,” Jurnal Manajemen Pendidikan Teknologi, vol. 7, no. 2, pp. 54–66, 2022.
[33] T. Yamashita, “Bridging the Digital Divide in Smart Schools,” Computers in Education Research Journal, vol. 29, no. 3, pp. 155–167, 2023.
[34] F. D. Sutopo, “Sustainable Technology Integration in Physical Education,” Jurnal Pendidikan Jasmani dan Teknologi, vol. 9, no. 1, pp. 31–42, 2023.
[35] K. A. Pratiwi, “Ethical Implications of AI Data Usage in Education,” Jurnal Etika dan Teknologi, vol. 5, no. 2, pp. 90–101, 2023.
[36] E. Gomez and L. Rossi, “Privacy Protection in AI-Driven Education Systems,” IEEE Security & Privacy, vol. 21, no. 1, pp. 44–53, 2023.
[37] S. B. Nugraha, “Policy Support for AI Integration in Indonesian Education,” Jurnal Kebijakan Pendidikan Nasional, vol. 4, no. 1, pp. 15–26, 2023.
[38] D. H. Jaya, “Alignment of AI Implementation with National Education Goals,” Jurnal Administrasi Pendidikan, vol. 13, no. 2, pp. 70–82, 2023.
[39] P. K. Yuliani, “Teacher Training and AI Competence Development,” Jurnal Pengembangan SDM Pendidikan, vol. 11, no. 3, pp. 100–112, 2022.
[40] L. Fernandez, “Teacher Understanding of AI Analytics,” Computers & Education Open, vol. 7, pp. 201–212, 2023.
[41] D. P. Simanjuntak, “Pedagogical and Digital Literacy Training,” Jurnal Inovasi Pendidikan Guru, vol. 5, no. 1, pp. 57–66, 2023.
[42] A. M. Kusnadi, “Educational Transformation Through Artificial Intelligence,” Jurnal Transformasi Pendidikan, vol. 6, no. 2, pp. 140–152, 2023.
[43] S. L. Morgan, “Humanizing AI in Education: Teacher–Technology Partnership,” British Journal of Educational Technology, vol. 55, no. 4, pp. 1901–1913, 2024.
[44] R. T. Fauzan, “AI as a Foundation for Sustainable Physical Education,” Jurnal Pendidikan Jasmani Inovatif, vol. 10, no. 3, pp. 210–223, 2024.
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