ANALYSIS OF DEEP LEARNING IMPLEMENTATION IN PHYSICAL EDUCATION, SPORT, AND HEALTH AT GRADE X SMAN 10 SEMARANG
Main Article Content
Abstract
This study aims to analyze the implementation of the deep learning model in Physical Education, Sport, and Health (PJOK) learning at grade X SMAN 10 Semarang. The research employed a quantitative descriptive design with purposive sampling involving 34 students. The research instrument consisted of a 46-item questionnaire developed based on eight dimensions of deep learning using a 5-point Likert scale. Data were analyzed using descriptive statistics, normality test, homogeneity test, and One-Sample T-Test with SPSS version 25. The results showed that the implementation of deep learning was in the high category with a mean score of 193.03 out of a maximum score of 230. The highest dimension was character and learning independence, while higher-order thinking skills and supportive learning environment were in the moderate category. Hypothesis testing results showed a significance value of 0.000 < 0.05 and a t-value of 15.247 > t-table of 1.692, indicating that deep learning implementation had a significant positive effect on the PJOK learning process. This study concludes that the application of deep learning is able to improve student engagement, independence, collaboration, and meaningful learning experiences, although improvements are still needed in higher-order thinking skills and supportive learning environments.
Article Details

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
Adnyana, I. K. S. (2024). Jurnal Retorika Vol . 5 No . 1 Juni 2024 Pendidikan Bahasa dan Sastra Indonesia Universitas Flores Implementasi Pendekatan Deep Learning dalam Pembelajaran Bahasa Indonesia. 5(1), 1–14.
Afianti, D., Suharlan, L. S., Hamid, R. Z., & Kunci, K. (2025). Pemanfaatan Lingkungan Sekitar sebagai Sumber Belajar Kontekstual di Sekolah Dasar. 5(3), 450–459. https://doi.org/10.35508/haumeni.v5i3.27261
Alaudin, N., & Missouri, R. (2023). Strategi Pembelajaran Multidimensional dalam Meningkatkan Higher Order Thinking Skills ( HOTS ) di Sekolah Menengah. PENDIRI?: Jurnal Riset Pendidikan, 1(1), 34–41. https://doi.org/10.63866/pendiri.v1i1.47
Aldo Naza Putra, Nurul Ihsan, Damrah, Khairuddin, Sri Gusti Handayani, O. U. W. (2026). Penerapan Pembelajaran Pendidikan Jasmani Olahraga dan Kesehatan melalui Pendekatan Deep Learning. 7(1), 135–142. https://doi.org/10.31004/abdidas.v7i1.1293
Anthony, J. (2024). Influence of Technology Integration in Physical Education on Student Engagement and Fitness Outcomes in American Schools. International Journal of Physical Education, Recreation and Sports, 2(4), 15–25. https://doi.org/10.47604/ijpers.2957
Ardiyanto, E. Y., Suryani, N., & Rahayu, U. (2025). J urnal Pendidikan Matematika. 16(1), 1–10.
Ari Iswanto, E. W. (2021). PEMBELAJARAN PENDIDIKAN JASMANI YANG EFEKTIF DAN BERKUALITAS. Majalah Ilmiah Olahraga (MAJORA), 27(1), 13–17. https://doi.org/10.21831/majora.v27i1.34259
Arya, B., Putra, S., Santoso, A. M., Fikir, I. R., & Wahyu, D. A. (2026). Systematic Literature Review?: Implementasi Deep Learning dalam Pembelajaran PJOK. 7(1), 1–5.
Balalle, H. (2024). Social Sciences & Humanities Open Exploring student engagement in technology-based education in relation to gamification , online / distance learning , and other factors?: A systematic literature review. Social Sciences & Humanities Open, 9(February), 100870. https://doi.org/10.1016/j.ssaho.2024.100870
Bd, A. I., & Natasya, F. (2026). Strategi Pembelajaran Deep Learning dalam Pembelajaran. 1(3), 886–896.
Berg-carramusa, C. A., Mucha, M. D., Somers, K., & Piemonte, N. (2023). The Time Is Now?: Leveraging the Affective Domain in PT Education and Clinical Practice. Journal of Physical Therapy Education, 37(2). https://doi.org/10.1097/JTE.0000000000000271
Buen, J., Carcahente, C., Chu, P. D., Limbo-rivera, C., & City, B. (2024). Effectiveness of Experiential Learning Approaches (ELA) in enhancing students’ active participation in physical education. Edu Sportivo: Indonesian Journal of Physical Education, 5(3), 228–242. https://doi.org/10.25299/es:ijope.2024.
Correia, F., & Hastie, P. (2025). “I Can”: A Way of Developing Motivated and Assessment Capable Learners in Middle and High School Physical Education. Journal of Physical Education, Recreation & Dance., 96(9), 40–47. https://doi.org/10.1080/07303084.2025.2544063
Darling-hammond, L., Flook, L., Cook-harvey, C., Barron, B., Flook, L., Cook-harvey, C., Darling-hammond, L., Flook, L., Cook-harvey, C., & Barron, B. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97–140. https://doi.org/10.1080/10888691.2018.1537791
Darling-hammond, L., Hyler, M. E., & Gardner, M. (2017). Effective Teacher Professional Development. June.
Destya, M. R., Supriadi, A., & Hutapea, G. (2025). Implementasi Manajemen Pendidikan Jasmani Dalam Menigkatkan Kualitas Pembelajaran Di Smp N 17 Medan. Jurnal Olahraga Kebugaran Dan Rehabilitasi (JOKER), 05, 101–107. https://doi.org/10.35706
Fahmi, M. A. (2025). Journal of Physical Activity and Sports ( JPAS ) IMPLEMENTASI PENDIDIKAN INKLUSI TERHADAP ANAK BERKEBUTUHAN KHUSUS DI SMP NEGERI 37 KOTA SEMARANG. 6, 68–74.
Gong, J., Castro, R., & Chen, Y. (2024). Influence of Technology Integration on Students ’ Engagement on Physical Education. Journal of Education and Educational Research, 9(2). https://doi.org/10.54097/0k2e8v45
Guo, Q., Wang, X., Gao, Z., Gao, J., & Lin, X. (2025). The influence of teacher support on student engagement in physical education among college students?: The mediating effects of autonomous motivation and self-efficacy. 1–21. https://doi.org/10.1371/journal.pone.0331876
Hakim, H., Zulfikar, M., Indah, N., & Anwar, A. (2023). Improving student ’ s self -efficacy through inquiry learning model and modeling in physical education. Cakrawala Pendidikan, 42(2), 483–492. https://doi.org/10.21831/cp.v42i2.57759
Handayani, H. Y., Purwoto, S. P., Himawan, A., Education, S., & Program, S. (2021). PJOK LEARNING MODEL ON PENCAK SILAT MATERIAL: LITERATUR REVIEW. Kinestetik?: Jurnal Ilmiah Pendidikan Jasmani, 5(52), 721–727. https://doi.org/10.33369/jk.v5i4.19764
Haq, A. I., & Rijal, A. (2026). Transformasi Kondisi Belajar Dan Pembelajaran Abad Ke-21?: Dari Tantangan Ke Inovasi Pendidik Masa Depan. PESHUM?: Jurnal Pendidikan, Sosial Dan Humaniora, 5(2), 3583–3591. https://doi.org/10.56799/peshum.v5i2.13219
Hardiansyah, S., & Zalindro, A. (2025). Teacher Attitudes toward the Stimulation of Student Higher-Order Thinking Skills. Jurnal Pendidikan Jasmani Dan Olahraga Physical Education, 10(1), 128–137. https://doi.org/10.17509/jpjo.v10i1.80177
Hernando-garijo, A., Hortigüela-alcal, D., S, P. A., & Gonz, S. (2021). Fundamental Pedagogical Aspects for the Implementation of Models-Based Practice in Physical Education. International Journal of Environmental Research and Public Health, 18(7152), 1–12. https://doi.org/10.3390/ijerph18137152
Hidayat, C. (2021). 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
Hindawi. (2023). Retracted?: Application of the PBL Model Based on Deep Learning in Physical Education Classroom Integrating Production Computational Intelligence and Neuroscience. Computational Intelligence and Neuroscience, 2022(1), 9759658. https://doi.org/10.1155/2023/9759658
Ima Hikmayati, Rini Nuraeni, Hernandi Hernandi, Azzahra Anugrah Illahi Sudrajat, S. S. (2025). Deep Learning Design in Islamic Boarding School (Pesantren): Integration of Islamic Values, Digital Technology, and 21st-Century Competencies. 10(2). https://doi.org/10.21070/acopen.10.2025.12872
Kartikasari, D., Komariyah, L., & Rahmat, A. (2023). Aspek Psikologis Dalam Pembelajaran Renang?: Systematic Literature Review. SPRINTER?: Jurnal Ilmu Olahraga, 4(3), 294–306. https://doi.org/10.46838/spr.v4i3.433
Lalog, R. C. N. (2026). Association between teacher emotional support and deep learning among undergraduate students in physical education courses in Philippine higher education. Sportis Sci J, 12(1), 1–18. https://doi.org/10.17979/sportis.2026.12.1.12375
Li, J. (2025). Implementation Strategies and Research on Deep Learning in Middle School Physical Education and Health Teaching. Advances in Physical Sciences, 13(October), 816–820. https://doi.org/10.12677/aps.2025.135111
Liang, H., & Liang, H. (2025). Deep learning based multi attribute evaluation for holistic student assessment in physical education. Scientific Reports, 15(17698), 1–17. https://doi.org/10.1038/s41598-025-02168-8
Luo, J. (2024). Enhancing Student Engagement and Learning Outcomes in Higher Education Physical Education?: The Role of Student- Centered Approach. Journal of Medicine and Physical Education, 1(2), 45–50. https://doi.org/10.62517/jmpe.202418209
M. Sahrun, Abu Bakar, Agus Kurniadi, M. Mawardi, L. R. (2026). Efektivitas model pembelajaran pjok berbasis deep learning terhadap peningkatan pemahaman konsep dan keterampilan gerak siswa sd kelas bawah. J-KIP (Jurnal Keguruan Dan Ilmu Pendidikan), 7(1), 382–389. https://doi.org/10.25157/j-kip.v7i1.22249
Mahendra, I. W. E. (2021). Triging Student Learning Results with Utilizing Google Classroom and Zoom Platform. Jurnal Ilmiah Sekolah Dasar, 5(2), 326–333. https://doi.org/10.23887/jisd.v5i2.34900
Pallant, J. (2020). SPSS Survival Manual: A step by step guide to data analysis using IBM SPSS (7th ed.). Routledge. https://doi.org/10.4324/9781003117452
Qiu, Z., Wang, Y., Sang, Y., & Xu, F. (2024). Innovative Practices for Synergizing Research and Teaching in Physical Education. 6(3), 186–191. https://doi.org/10.25236/FSR.2024.060327
Rafika Nurratri, T. H. (2024). PEMBELAJARAN PJOK BERBASIS PENDEKATAN CULTURALLY RESPONSIVE TEACHING (CRT) DI SMK N 8 SEMARANG. Journal of Physical Activity and Sports ( JPAS ), 5(3), 164–173. https://doi.org/10.53869/jpas.v5i3.242
Rahmat, D., Permadi, A. A., & Sonjaya, A. R. (2026). Interaksi Siswa dalam Pembelajaran PJOK Melalui Penerapan Kurikulum Deep Learning. 9(2), 641–651. https://doi.org/10.29408/porkes.v9i2.34330
Raup, A., Ridwan, W., Khoeriyah, Y., & Zaqiah, Q. Y. (2022). Deep Learning dan Penerapannya dalam Pembelajaran. 5(September), 3258–3267.
Roselidyawaty, N., & Rokeman, M. (2024). Likert Measurement Scale in Education and Social Sciences?: Explored and Explained. EDUCATUM – Journal of Social Science, 10(1), 77–88. https://doi.org/10.37134/ejoss.vol10.1.7.2024
Sari, P. D. A. & A. J. (2025). Deep Learning?: Bagaimana Implementasinya Pada Pendidikan Jasmani , Olahraga dan Kesehatan ( PJOK )? Pembelajaran. 10, 1373–1391.
Sim, L., Gonz, A., Hern, E., & Franco, E. (2023). The Impact of a Challenge-Based Learning Experience in Physical Education on Students ’ Motivation and Engagement. European Journal of Investigation in Health, Psychology and Education, 684–700. https://doi.org/10.3390/ejihpe13040052
Subhaktiyasa, P. G. (2024). Evaluasi Validitas dan Reliabilitas Instrumen Penelitian Kuantitatif?: Sebuah Studi Pustaka. Journal of Education Research, 5(4), 5599–5609. https://doi.org/10.37985/jer.v5i4.1747
Syafruddin, M. A., Azis, I., Mahyuddin, R., Makassar, U. N., & Makassar, K. (2026). PELATIHAN PENERAPAN PEMBELAJARAN STUDENT CENTERED KEPADA GURU. PROFICIO: Jurnal Pengabdian Kepada Masyarakat, 7(1), 611–617. https://doi.org/10.36728/jpf.v7i1.5828
Taber, K. S. (2021). The Use of Cronbach ’ s Alpha When Developing and Reporting Research Instruments in Science Education. Research in Science Education, 48, 1273–1296. https://doi.org/10.1007/s11165-016-9602-2
Ulfa, R. F., Habiddin, H., & Utomo, Y. (2021). INTERACTIVE INSTRUCTIONAL?: THEORITICAL PERSPECTIVE AND ITS POTENTIAL SUPPORT IN STIMULATING STUDENTS ’ HIGHER ORDER THINKING. J-PEK (Jurnal Pembelajaran Kimia), 6(1), 1–8. https://doi.org/10.17977/um026v6i12021p001
Valle-muñoz, V. M., & Mendoza-muñoz, M. (2025). Physical Literacy as a Pedagogical Model in Physical Education. Children, 12(1008.), 1–27. https://doi.org/10.3390/children12081008
Wang, X. (2025). Enhancing Interdisciplinary Learning and Innovative Practice in Students through Mixed Reality: A Deep Learning. International Journal of Interactive Mobile Technologies, 19(10), 71–85. https://doi.org/10.3991/ijim.v19i10.55841
Weyant, E. (2020). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 5th Edition: by John W. Creswell and J. David Creswell. Journal of Electronic Resources in Medical Libraries, 19(1–2), 54–55. https://doi.org/10.1080/15424065.2022.2046231
Wiraparatama, B. I., & Kurniawan, W. P. (2025). TINGKAT PEMAHAMAN GURU PJOK TERHADAP PENANGANAN CEDERA DI SEKOLAH DASAR NEGERI SE-KECAMATAN NGASEM. Journal of Physical Activity and Sports, 5(2), 33–41. https://doi.org/10.38048/jor.v5i2.5473
Yusdiantara, S. D. (2025). Transformasi Pendidikan Olahraga di Era Kurikulum Pembelajaran Mendalam?: Tinjauan Sistematic Literature Review dari Perspektif Teori Behavioristik , Kognitif , konstruktivistik. 1(1), 457–463