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Abstract
This study aims to test the effectiveness of artificial intelligence (AI)-based learning media in improving students' soccer passing skills and learning motivation compared to conventional learning. The study used a quasi-experimental design with a pretest–posttest control group pattern on 60 FIK UNIMED students who were divided into experimental and control groups. The experimental group received AI-based learning with real-time feedback, personalized training, and gamification elements, while the control group used conventional methods. The research instruments included a passing skills test and a learning motivation scale. Data analysis used ANCOVA/t-test and Pearson correlation. The results showed that the experimental group had a significant increase in passing skills and learning motivation compared to the control group (p < 0.01) with a medium–large effect size. There was a positive relationship between increased motivation and improved passing skills. AI-based learning media effectively improved psychomotor and affective learning outcomes as well as skill retention.
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Copyright (c) 2026 Muhammad Reza Destya

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References
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- Supriadi, A., Mesnan, Azandi, F., Destya, M. R., & Farooque, S. M. (2023). Enhancing goalkeeper reaction speed in football: The impact of ball launcher training in physical training methods. Journal Sport Area, 8(3), 447–456. https://doi.org/10.25299/sportarea.2023.vol8(3).14758
- Supriadi, A., & Mesnan, M. (2022). Development of Application Based Football Learning. Kinestetik : Jurnal Ilmiah Pendidikan Jasmani, 6(2), 297–304. https://doi.org/10.33369/jk.v6i2.21852
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- Yahya, M., Otomotif, P. T., & Elektro, W. T. (2023). Implementasi Artificial Intelligence (AI) di Bidang Pendidikan Kejuruan Pada Era Revolusi Industri 4.0. PROSIDING SEMINAR NASIONAL, 190–199. https://journal.unm.ac.id/index.php/Semnasdies62/index
References
Alparis, L. (2024). DEVELOPMENT OF A Football Passing Learning Model For Junior High School Students. Gladi : Jurnal Ilmu Keolahragaan, 15(4), 559–567. https://doi.org/10.21009/gjik.154.13
Anshari Bausad, A., Akhmad, N., Gilang Permadi, A., & Jauhari, A. (2024). SOCCER LIKE GAMES BASED ON INDONESIAN FOOTBALL PHILOSOPHY: A STUDY ON Improving The Tactical Knowledge Of 12-Year-Old Football School Students. Health, Andicophs, 4.
Arlinwibowo, J., Ishartono, N., Linguistika, Y., Purwoko, D., & Suprapto. (2023). Gamification In The Stem Domain Subject: The Prospective Method To Strengthen Teaching And Learning. Jurnal Pendidikan IPA Indonesia, 12(4), 562–572. https://doi.org/10.15294/jpii.v12i4.48388
Astagisa, R., Dwi Aldiansyah, R., Minan Chusni, M., Studi Pendidikan Fisika, P., & Sunan Gunung Djati Bandung, U. (2022). Peran Penting Artificial Intelegent dalam Pengembangan Metode Pembelajaran Bagi Siswa di Indonesia. Prosiding Seminar Nasional Hybrid, 228–235.
Barry Drust. (2023). Training Monitoring In Football. ASPETAR Sposrts Medicine Journal, 1(2), 66–70. https://journal.aspetar.com/en/archive/volume-11-targeted-topic-sports-science-in-football/training-monitoring-in-football
Beygmohammadloo, V., Gharakhani, D., & Naderinasab, M. (2024). Development of Football Tactics and Strategies Driven by Artificial Intelligence. AI and Tech in Behavioral and Social Sciences, 2(2), 1–6. https://doi.org/10.61838/kman.aitech.2.2.1
Brackenridge, C., Pitchford, A., Russell, K., & Nutt, G. (2020). Youth football. Child Welfare in Football, 58–71. https://doi.org/10.4324/9780203099063-13
Endriani, D., Gultom, S., Fahmi, M., Destya, M. R., & Nadzalan, A. bin M. (2024). Mapping the landscape of small-sided games in team sports: A bibliometric analysis and literature review. Journal Sport Area, 9(2), 170–185. https://doi.org/10.25299/sportarea.2024.vol9(2).16513
Hadinata, R., Lubis, J., Setiawan, I., Samsudin, Asmawi, M., & Daya, W. J. (2023). Basic Technique Skill Practice Model Filanesia-Based Football. Journal of Law and Sustainable Development, 11(3). https://doi.org/10.55908/sdgs.v11i3.609
Ketut, I., Lanang, S., & Perbawa, P. (2021). Application of Artificial Intelligence as Evidence in Indonesian Courts. International Journal of Social Science and Business, 5(2), 180–184. https://ejournal.undiksha.ac.id/index.php/IJSSB/index
Liao, S., & Fu, C. (2025). The optimization of youth football training using deep learning and artificial intelligence. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-025-93159-2
Muhammad Reza Destya, Ishak, M., Silwan, A., Kurniawan, H., Ahady, M. Y., & Swandana, A. (2025). HUBUNGAN ANTARA Koordinasi Mata-Kaki Dan Kelincahan Terhadap Kemampuan Dribble Sepak Bola Pada Mahasiswa Fik Unimed. Jurnal Pedagogik Olahraga, 11(2), 354–360. https://doi.org/DOI:https://doi.org/10.24114/jpor.v11i2.69260
Primasoni, N., Pranoto, I. F., Arjuna, F., Karyono, T. H., & Sriwahyuniati, C. F. (2023). SSB coaches understanding of the Filanesia Indonesian football coaching curriculum. JORPRES (Jurnal Olahraga Prestasi), 19(3), 231–235.
Putri, V. A., Carissa, K., Sotyawardani, A., & Rafael, R. A. (2023). Peran Artificial Intelligence dalam Proses Pembelajaran Mahasiswa di Universitas Negeri Surabaya. Prosiding Seminar Nasional, 615–630.
Rahayu, S. (2023). The Impact of Artificial Intelligence on Education: Opportunities and Challenges. 9(4), 2132–2140. https://doi.org/10.31949/educatio.v9i4.6110
Rahmani, M., Majedi, N., Hemmatinejad, M., & Jamshidi, A. (2024). Application of Artificial Intelligence in the Sports Industry: A Review Article. Rahmani et al. AI and Tech in Behavioral and Social Sciences, 2(2), 20–27. https://doi.org/10.61838/kman.aitech
Silwan, A., Reza Destya, M., Sitorus Pane, B., & Habibie Daulay, F. (2025). Hubungan Koordinasi Mata-Kaki Dan Power Otot Tungkai Terhadap Hasil Shooting Mahasiswa Fakultas Ilmu Keolahragaan. Jurnal Pedagogik Olahraga, 11(1), 226–233. https://jurnal.unimed.ac.id/2012/index.php/jpor
Simbolon, Y. G., & Makorohim, M. F. (2025). LEARNING MODELS IN FOOTBALL PASSING: LITERATURE REVIEW STUDY. Gladi : Jurnal Ilmu Keolahragaan, 16(03), 324–335. https://doi.org/10.21009/gjik.163.01
Suciati, S., Faridi, A., Mujiyanto, J., & Arifani, Y. (2023). Artificial Intelligence Application dalam Pembelajaran Speaking: Persepsi dan Solusi. In Prosiding Seminar Nasional Pascasarjana. http://pps.unnes.ac.id/pps2/prodi/prosiding-pascasarjana-unnes
Sugiyono. (2023). Edisi Revisi XXI metode penelitian kuantitatif kualitatif dan r&d. intro ( PDFDrive ).pdf. In Bandung Alfabet (Vol. 1, Number XXI, p. 143). https://digilib.stekom.ac.id/ebook/view/Metode-Penelitian-Kuantitatif-Kualitatif-DAN-RND
Supianto. (2023). Opportunities And Challeges Of Using Artificial Intelligence In Assessment. JPE (Jurnal Pendidikan Edutama, 10(2). http://ejurnal.ikippgribojonegoro.ac.id/index.php/JPE
Supriadi, A., Mesnan, Azandi, F., Destya, M. R., & Farooque, S. M. (2023). Enhancing goalkeeper reaction speed in football: The impact of ball launcher training in physical training methods. Journal Sport Area, 8(3), 447–456. https://doi.org/10.25299/sportarea.2023.vol8(3).14758
Supriadi, A., & Mesnan, M. (2022). Development of Application Based Football Learning. Kinestetik : Jurnal Ilmiah Pendidikan Jasmani, 6(2), 297–304. https://doi.org/10.33369/jk.v6i2.21852
Suwadi. (2023). A Utilization of Artificial Intelligence in Learning Writing in Higher Education (Vol. 7).
Yahya, M., Otomotif, P. T., & Elektro, W. T. (2023). Implementasi Artificial Intelligence (AI) di Bidang Pendidikan Kejuruan Pada Era Revolusi Industri 4.0. PROSIDING SEMINAR NASIONAL, 190–199. https://journal.unm.ac.id/index.php/Semnasdies62/index