Differences in Physical Fitness, Learning Motivation, and Learning Outcomes of Physical Education Sports and Health Based on Student BMI
DOI:
https://doi.org/10.26740/jses.v8n1.p1-17Keywords:
Physical Fitness, Learning Motivation, Learning Outcomes, Physical EducationAbstract
Purpose: This study compares differences in physical fitness (PF), learning motivation, and learning outcomes based on senior high school students' BMI (BMI). It examines students' PF across different BMI categories, the relationship between BMI and learning motivation, and Physical Education learning outcomes based on BMI.
Materials and Methods: This study uses a quantitative approach of ex-post-facto type and comparative studies. The research population is 859 senior high school students. The sample was 95 students, who were selected using random cluster sampling and purposive random sampling techniques. The instruments used are TKJI, learning motivation scales, and grades. The data was analyzed using a multivariate statistical analysis of variance (MANOVA).
Result: 1) There were differences in PF, learning motivation, and learning outcomes of students based on BMI (sig 0.000); 2) There is a difference in students' PF based on BMI (sig 0.000); 3) There was no difference in student learning motivation based on BMI (sig 0.867); 4) There is a difference in the learning outcomes of Physical Education students based on BMI (sig 0.000).
Conclusion: This study found differences in PF and Physical Education learning outcomes based on BMI but not in learning motivation. The results highlight the need for tailored learning models, improved strategies, and a more decisive role for Physical Education in student well-being and learning quality.
References
Afandi, M. K., & Avandi, R. I. (2022). Macronutrient Consumption Patterns and Physical Activity of Children Aged 13-15 Years (Study on Male Futsal Players of SMP Negeri 5 Sidoarjo). Journal of Sport and Exercise Science, 5(1), 15–25.
Alfarabi, M. R., & Kuntjoro, B. F. T. (2024). The Effect of Physical Education, Sports, and Health Lesson Hours on the Learning Interest of SMAN 1 Sidayu Gresik Students. Tambusai Education Journal, 8, 13588–13594. https://jptam.org/index.php/jptam/article/view/14307%0Ahttps://jptam.org/index.php/jptam/article/download/14307/10986
Ananda, D., Rosmawati Rosmawati, Syamsuar Syamsuar, & Amra, F. (2023). Review of Physical Fitness of 29 Batang Anai State Elementary School Students. JPDO Journal, 6(1), 89–91. http://jpdo.ppj.unp.ac.id/index.php/jpdo/article/view/1242
Andayani, T., & Madani, F. (2023). The Role of Learning Assessment in Improving Student Achievement in Basic Education. Journal of Education FKIP UNMA, 9(2), 924–930. https://doi.org/10.31949/educatio.v9i2.4402
Aprilia, N., & Januarto, O. B. (2022). The Relationship between Physical Fitness and Junior High School Students' Learning Achievement: Literature Review. Sport Science and Health, 4(6), 495–507 https://doi.org/10.17977/um062v4i62022p495-507
Arifin, M. (2021). Fat Loss Resolution for Members of the Indonesian Police Who Experienced Obesity. JSES : Journal of Sport and Exercise Science, 4(1), 19–22. https://doi.org/10.26740/jses.v4n1.p19-22
Arta, R. D., & Fithroni, H. (2021). The Relationship Between Stress Levels and Physical Activity on Physical Fitness in Students. Journal of Sports Health, Vol. 09(03), 261–270.
Cahyaningtias, V. P., & Ridwan, M. (2021). The Effectiveness of the Application of Interactive Learning Media to Motivation. Riyadhoh : Journal of Sports Education, 4(2), 55. https://doi.org/10.31602/rjpo.v4i2.5727
Chaeroni, A., Kusmaedi, N., Ma'mun, A., & Budiana, D. (2021). Physical Activity: Does It Have an Impact on Physical Fitness and Mental Health? Sporta Saintika Journal, 6(1), 54–62.
Darsana, I. M. A., Satyawan, I. M., Spyanawati, N. L. P., Astra, I. K. B., & Parta Lesmana, K. Y. (2021). Video Tutorial of Game Models in PJOK to Support Thematic Learning Theme 3 My Activities. Journal of Sports Science Undiksha, 9(3), 182. https://doi.org/10.23887/jiku.v9i3.39717
Destriana, D., Elrosa, D., & Syamsuramel, S. (2022). Kebugaran Jasmani dan Hasil Belajar Siswa. Jambura Health and Sport Journal, 4(2), 69–77. https://doi.org/10.37311/jhsj.v4i2.14490
Efendi, K. & A. &, & Meria. (2022). Factors affecting the learning outcomes of Class VI SDN 20 Indarung Padang. Journal of Health Sciences Meditory, 4(4657), 78–84.
Eliyanti, T., Prasetyo, T., & Mawardini, A. (2023). Analysis of Parent Involvement in Improving Learning Achievement of Elementary School Students. Journal of Elementary School Teaching, 2(1), 11–19. https://doi.org/10.56855/jpsd.v2i1.208
Fadilla, M. J., & Pudjijuniarto. (2022). The Relationship between the Impact of Physical Fitness and the Academic Achievement of MAN 1 Ponorogo Class X Students. Journal of Sports Health, 10(04), 55–62.
Faizah, H., & Kamal, R. (2024). Learning and Learning. Basicedu Journal, 8(1), 466–476. https://doi.org/10.31004/basicedu.v8i1.6735
Ginting, S. D., Warni, H., & Arifin, S. (2022). Physical Fitness Level and Learning Motivation of State Elementary School Students in Bayat Village, Belantikan Raya District. Kejaora Journal (Physical Health and Sports), 7(2), 172–183. https://doi.org/10.36526/kejaora.v7i2.2155
Garut, U., & Barat, J. (2024). Kata kunci: Hubungan Kebugaran Jasmani, Hasil Belajar PJOK, Kebugaran Jasmani. 4(3).
Gunarsa, S. D., & Wibowo, S. (2021). The Relationship between Sleep Quality and Students' Physical Fitness. Journal of Physical Education, 09(01), 43–52.
Habibi, I., & I Ketut Budaya Astra. (2023). Students' Learning Motivation in Physical Education, Sports, and Health Learning. Journal of Sports Science Undiksha, 11(1), 16–23. https://doi.org/10.23887/jiku.v11i1.56601
Hidayat, M. (2022). Hubungan Status Gizi Terhadap Hasil Belajar Pendidikan Jasmani Olahraga Dan Kesehatan Siswa Sekolah Menegah Pertama Negeri 8 Kerinci. Jurnal Pendidik Indonesia (JPIn), 05(02). http://jurnal.intancendekia.org/index.php/JPIn/article/view/376
Hidayat, R. N., Nur, S., Yusuf, M., & Pribadi, I. (2023). The Effect of Motivation and Exercise Skills on PJOK Learning of Students of SMK Negeri 1 Palopo City. Musamus Journal of Physical Education and Sport (MJPES), 5(02), 1–9. https://doi.org/10.35724/mjpes.v5i02.5152
Indrawati, F. (2024). Analisis Tingkat Motivasi Belajar Siswa Overweight. 11(1), 50–59.
Irianto, T., Arifin, R., & Firmansyah, M. (2021). The Relationship of Physical Activities and Student Learning Outcomes of Physical Education. Kinestetik : Jurnal Ilmiah Pendidikan Jasmani, 5(2), 318–325. https://doi.org/10.33369/jk.v5i2.16376
Ishar, A. A., Walinga, A. N. T., & Mappaompo, M. A. (2023). Kinesthetic Intelligence and Learning Motivation of High School Students in Sinajai Regency. Riyadhoh : Journal of Sports Education, 6(1), 58–65.
Julyanti, E. (2021). The Effect of Motivation on the Learning Outcomes of Junior High School Students. Journal of Sigma Learning and Mathematics (JPMS), 7(1), 7–11. https://doi.org/10.36987/jpms.v7i1.1942
Kapti, J., & Winarno, M. E. (2022). The Relationship between Physical Fitness and Learning Motivation on Junior High School Student Performance: Literature Review. Sport Science and Health, 4(3), 258–267 https://doi.org/10.17977/um062v4i32022p258-267
Kesuma, I. Mrs. A. A., Yoda, I. K., & Hidayat, S. (2021). The Effect of Learning Model and Motivation on PJOK Learning Outcomes in Junior High School Students. Journal of Prisoners, 8(April), 62–70.
Khatimah, H., Kartika, I. M., & Santika, I. G. N. (2022). The Effect of the Implementation of Character Education on Social Attitudes in Students. Widya Accarya, 13(2), 127–132. https://doi.org/10.46650/wa.13.2.1266.127-132
Maftukhah, Alfiani, D. A., & Jelani, A. (2022). The influence of education in the family on the learning motivation of grade V students at MI ABNAUL WATHON, Cirebon Regency. Indonesian Journal Of Elementary Education, 75(4), 198.
Mahendra, E. R., Gigih, S., & Made, P. (2021). The development of educational comics as a learning medium and its influence on students' learning motivation. Journal of Education ..., 9(1), 279–284. http://journal.ipts.ac.id/index.php/ED/article/view/2375
Maidarisa, E., Jonni, J., Sepriadi, S., & Amra, F. (2023). The relationship between the level of physical fitness and the learning outcomes of students' physical education. Journal of JPDO, 6(2), 120–125. http://jpdo.ppj.unp.ac.id/index.php/jpdo/article/view/1280
Miasari, R. S., Indar, C., Pratiwi, P., Purwoto, P., Salsabila, U. H., Amalia, U., & Romli, S. (2022). Educational technology as a bridge to learning reform in Indonesia is more advanced. Al Hadi Journal of Education Management, 2(1), 53. https://doi.org/10.31602/jmpd.v2i1.6390
Marques, A., Gómez, F., Martins, J., Catunda, R., & Sarmento, H. (2016). Association between physical education, school-based physical activity, and academic performance: a systematic review (Asociación entre la educación física, la actividad física en la escuela, y el rendimient académico: una revisión sistemática). Retos, 31(31), 316–320. https://doi.org/10.47197/retos.v0i31.53509
Migueles, J. H., Cadenas-Sanchez, C., Esteban-Cornejo, I., Mora-Gonzalez, J., Rodriguez-Ayllon, M., Solis-Urra, P., Erickson, K. I., Kramer, A. F., Hillman, C. H., Catena, A., & Ortega, F. B. (2021). Associations of sleep with gray matter volume and their implications for academic achievement, executive function and intelligence in children with overweight/obesity. Pediatric Obesity, 16(2), e12707. https://doi.org/10.1111/ijpo.12707
Munandar, H. (2016). Perbandingan Motivasi Siswa Dalam Mengikuti Pembelajaran. Pendidikan Olah Raga an Keshatan, 04, 231–235.
Mustafa, P. S. (2022). The role of physical education to realize the goals of national education. Scientific Journal of Educational Vehicles, 8(9), 68–80. https://doi.org/10.5281/zenodo.6629984
Mutiaramses, Neviyarni, & Murni, I. (2023). The Role of Teachers in Classroom Management Towards the Learning Outcomes of Elementary School Students. Pendas : Scientific Journal of Basic Education, 2(2), 208–224. https://doi.org/10.54723/ejpgmi.v2i2.104
Nugraha, B. (2015). Pendidikan Jasmani Olahraga Usia Dini. In Jurnal Pendidikan Anak (Vol. 4, Issue 1). https://doi.org/10.21831/jpa.v4i1.12344
Nurhasan, Wiriawan, O., Wibowo, S., Kusuma, D. A., & Kaharina, A. (2020). The Level of Physical Activity and Fitness Among University Students. Proceedings of the International Joint Conference on Arts and Humanities (IJCAH 2020), 491(Ijcah), 1288–1292. https://doi.org/10.2991/assehr.k.201201.217
Oktaviani, N. A., & Wibowo, S. (2021). Survey of Physical Fitness Levels of State Junior High School Students at MEDIUM. Journal of Sports and Health Education, 9(01), 7–18.
Panjaitan, K., & Fardana, N. (2023). Increasing Student Learning Motivation Through a Game Approach in Penjas. Sports Court: Journal of Physical Education and Sports (JPJO), 7(1), 54–61. https://doi.org/10.31539/jpjo.v7i1.6857
Peby Gunarto, I Gede Suwiwa, & Gede Doddy Tisna. (2022). Student Learning Motivation in Pjok Learning during the Covid-19 Pandemic. Kejaora Journal (Physical Health and Sports), 7(1), 20–25. https://doi.org/10.36526/kejaora.v7i1.1614
Perdana, I. P. A., & Valentina, T. D. (2022). Factors Affecting the Learning Motivation of Elementary School Students. Indonesian Scientific Journal, 7(12), 1–23. https://ejournal.stitpn.ac.id/index.php/pensa
Pranata, D. (2022). The Influence of Sports and Physical Exercise Models on Adolescent Physical Fitness. Journal of Sports Health, 10, 107–116.
Pratama, D. A., & Winarno, M. E. (2022). The Relationship between Nutritional Status and Physical Fitness to the Learning Outcomes of High School Students: A Literature Review. Sport Science and Health, 4(3), 238–249 https://doi.org/10.17977/um062v4i32022p238-249
Pratama, R. R. (2019). The Effect of Nutrition, Motivation and Confidence on the Achievement of Sriwijaya University Football Athletes. Journal Of Sport Education (JOPE), 1(2), 37. https://doi.org/10.31258/jope.1.2.37-42
Putra, T. N., Alnedral, Bafirman, Wilda Welis, Damrah, Bambang Muhammad Arba'i, & Boy Sandy. (2022). The Effect of Physical Fitness, Nutritional Status, and Motivation on the Learning Outcomes of Pjok Students of Smk Abdurrab Pekanbaru City. Journal of Kejaora (Physical Health and Sports), 7(2), 184–191. https://doi.org/10.36526/kejaora.v7i2.2109
Putro, B., & Winarno, M. (2022). Analysis of Physical Activity and Nutritional Status on Physical Fitness of Junior High School: Literature Review. Sport Science and Health, 4(1), 1–11 https://doi.org/10.17977/um062v4i12022p1-11
Ratmono, B. A. A., Widodo, A., & Sholikhah, A. M. (2022). Analysis of Food Nutrition Knowledge and Lifestyle Patterns in Students. JSES : Journal of Sport and Exercise Science, 5(1), 26–34. https://doi.org/10.26740/jses.v5n1.p26-34
Rizqullah, M. A., Wulandari, I., Kunci, K., & Jasmani, K. (2023). Physical Fitness Review. Journal of Education and Sports, 6(6), 32–38.
Rohmah, L., & Muhammad, H. N. (2021). Physical Fitness and Physical Activity Levels of School Students. Journal of Surabaya State University, 09(01), 511–519. https://ejournal.unesa.ac.id/index.php/jurnal-pendidikan-jasmani/article/view/38199
Rozi, M. F., Putra, J., Suwirman, S., & Arsil, A. (2023). Student Motivation in Physical Education Learning, Sports and Health (PJOK). Wahana Didaktika : Journal of Educational Sciences, 21(1), 143–153. https://doi.org/10.31851/wahanadidaktika.v21i1.11011
Rudiyanto, A., Sumardi, & Hadi, S. R. (2022). The Influence of Traditional Sports Games on Improving Physical Fitness of Students of Madrasah Aliyah Manbaul Ulum Bungah Gresik. Journal of Recreational Health Education, 8(01), 1–6.
Sari, M. M., Rasyid, W., Wahyuri, A. S., & Igoresky, A. (2024). The Relationship between Physical Fitness and Learning Outcomes of Physical Education and Health Sports for Grade VIII Students of State Junior High School 27 Padang. Journal of Education and Sports, 4(02), 7823–7830.
Sari, Y. Y., Dhitia Putri Ulfani, Muhammad Ramos, & Padli. (2024). The Importance of Physical Education in Sports for Elementary School Children. Journal of Tunas Pendidikan , 6(2), 478–488. https://doi.org/10.52060/pgsd.v6i2.1657
Shi, Y., Yu, H., Di, S., & Ma, C. (2022). BMI and Academic Achievement Among Chinese Secondary School Students: The Mediating Effect of Inhibitory Control and the Moderating Effect of Social Support. Frontiers in Psychology, 13(February). https://doi.org/10.3389/fpsyg.2022.835171
Sinta, L., Malaikosa, Y. M. L., & Supriyanto, D. H. (2022). Implementation of Strengthening Character Education in Lower Grade Students in Elementary Schools. Journal of Obsession : Journal of Early Childhood Education, 6(4), 3193–3202. https://doi.org/10.31004/obsesi.v6i4.2326
Sirait, J., & Noer, K. U. (2021). The implementation of sports policies and the role of stakeholders in improving athlete achievement. JORPRES (Journal of Sports Achievement), 17(1), 1–10.
Subrata, I. P. N. N. (2023). Parental Support and Social Environment for Learning Motivation and Learning Outcomes of Physical Education, Sports, and Health. Undiksha Journal of Sports Science, 11(1), 7–15. https://doi.org/10.23887/jiku.v11i1.56214
Sumbayak, Y. C. (2021). The Effect Of Motivation On Achievement In Football Athletes: Literature. Journal of Physical Education, 2(1), 15–23.
Suryadi, D., & Rubiyatno, R. (2022). Physical fitness in students who participate in futsal extracurriculars. Journal of Sports Science, 5(1), 1. https://doi.org/10.26418/jilo.v5i1.51718
Susanto, I. H. (2022). Gambaran Motivasi Berprestasi dan Frekuensi Latihan Pada Masa Pandemi. JSES : Journal of Sport and Exercise Science, 5(1), 1–7. https://doi.org/10.26740/jses.v5n1.p1-7
Syahrizal, H., & Jailani, M. S. (2023). Types of Research in Quantitative and Qualitative Research. Journal of QOSIM Journal of Social Education & Humanities, 1(1), 13–23. https://doi.org/10.61104/jq.v1i1.49
Wibowo, S., Hidayat, T., Muhammad, H. N., Fathir, L. W., Nurhasan, Hartoto, S., Kartiko, D. C., Wiriawan, O., Setijono, H., Kusnanik, N. W., & Kustrapsila, P. S. (2022). Endurance cardiovascular, core and leg strength development using AMRAP, EMOM and for time training program. Journal of Physical Education and Sport, 22(12), 3168–3176. https://doi.org/10.7752/jpes.2022.12402
Wicaksono, A. (2022). Measurement of physical fitness aspects of flexibility using the V-Sit and Reach Test instrument. JSES : Journal of Sport and Exercise Science, 4(2), 28–34. https://doi.org/10.26740/jses.v4n2.p28-34
Wiriawan, O. (2022). Physical fitness level and weight status in children and adolescents: Comparison between students of Surabaya city and Sidoarjo Regency. Jurnal SPORTIF : Jurnal Penelitian Pembelajaran, 8(2), 293–313. https://doi.org/10.29407/js_unpgri.v8i2.18499
Yahya, Y., Wahyudi, U., & Yudasmara, D. S. (2024). Physical Fitness in Grade V Elementary School Students Towards PJOK Learning Outcomes. GYMNASIA: Journal of Physical Education Sport and Health, 3(1), 121–131. http://jurnal.anfa.co.id/index.php/PJKR/article/view/1847
Yogi Fernando, Popi Andriani, & Hidayani Syam. (2024). The Importance of Learning Motivation in Improving Student Learning Outcomes. ALFIHRIS : Journal of Educational Inspiration, 2(3), 61–68. https://doi.org/10.59246/alfihris.v2i3.843
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