Dynamic evolution of college students’ physical health test data based on biomechanics
Abstract
This study explores the dynamic evolution of physical fitness data in college students from a biomechanics perspective, analyzing the impact of different exercise intensities on physical health. Using biomechanical modeling methods, combined with the Euler-Lagrange equation, joint torque calculation formula, and health index variation model, experiments were designed and data were collected. The exercise process under different intensities was simulated, measuring indicators such as health index change rate, peak joint torque, energy efficiency ratio, physical fitness distribution, and dynamic coordination score. The experimental results indicate that high-intensity exercise significantly improves the health index of college students, with the greatest changes observed in the moderate and high-intensity groups. High-intensity exercise results in larger joint torques and energy efficiency ratios, suggesting higher joint loads and energy consumption. The improvement in health index is closely related to an individual’s initial fitness level, while dynamic coordination scores are lowest in the high-intensity group, indicating that high-intensity exercise may affect coordination. Therefore, exercise intervention programs should be adjusted based on individual differences to optimize health improvement outcomes.
References
1. Uludag K. Brain imaging studies on Tardive Dyskinesia in schizophrenia patients and animal models: a comprehensive review. Future Neurology. 2024; 19(1).
2. Gui X, Xue H, Hu Z, et al. Study on Fire Dynamics of a Cable Compartment in an Underground Comprehensive Pipe Gallery. Journal of Pipeline Systems Engineering and Practice. 2025; 16(2). doi: 10.1061/jpsea2.pseng-1501
3. You Y, Zhan L, Hao N, et al. Experimental and molecular dynamic simulation studies of landfill contaminated groundwater remediation by graphene oxide coated zeolite. Separation Science and Technology. 2024; 60(2): 360–375. doi: 10.1080/01496395.2024.2424957
4. Wang L, Li J, Wen B, et al. Effect of mixed collector on the LRC flotation: an experimental and molecular dynamics simulation study. International Journal of Coal Preparation and Utilization. 2025; 45(1): 72–96. doi: 10.1080/19392699.2024.2322084
5. Basiony EA, Hassan AA, Elsawalhy M, et al. Rational design, synthesis, biological evaluation, molecular docking, and molecular dynamics of substituted uracil derivatives as potent anti-cancer agents. Bioorganic Chemistry. 2025; 154: 108066. doi: 10.1016/j.bioorg.2024.108066
6. Cha S, Kim W. A computational study on off-center rotational dynamics of human semicircular canals with implications for real and virtual worlds. Heliyon. 2024; 10(24): e41035. doi: 10.1016/j.heliyon.2024.e41035
7. Jun F, Liang Z, Chen Z, et al. Deciphering the Therapeutic Efficacy and Underlying Mechanisms of Dendrobium officinale Polysaccharides in the Intervention of Alzheimer’s Disease Mice: Insights from Metabolomics and Microbiome. Journal of agricultural and food chemistry. 2024.
8. Dulya O, Mikryukov V, Shchepkin DV, et al. A trait-based ecological perspective on the soil microbial antibiotic-related genetic machinery. Environment International. 2024; 190: 108917. doi: 10.1016/j.envint.2024.108917
9. Muñoz MM, Bond B, Martín CS, et al. Relationship of body composition with middle cerebral artery hemodynamic using compositional data analysis: Toledo Study for Healthy Ageing in middle age. The journals of gerontology. Series A, Biological Sciences and Medical Sciences. 2024.
10. Gu C, Zhu S, Gu Z. Advances in bismuth utilization for biomedical applications—From a bibliometric perspective. Coordination Chemistry Reviews. 2024; 517: 215988. doi: 10.1016/j.ccr.2024.215988
11. Janzing NBM, Niehoff M, Sander W, et al. A metabolomics perspective on clorobiocin biosynthesis: discovery of bromobiocin and novel derivatives through LC-MSE-based molecular networking. Microbiology Spectrum. 2024; 12(7): e0042324.
12. Gane EJ, Schwabe C, Smith P, et al. WED-374 Safety, tolerability, and pharmacokinetics of BJT-778, a monoclonal antibody for treatment of chronic hepatitis B and chronic hepatitis D, following single ascending doses in healthy volunteers. Journal of Hepatology. 2024; (S1): S811–S811.
13. Zhou Q, Jiang L, Zhu J, et al. The metabolic regulation mechanism of gallic acid on biogenic amines and nitrosamines in reduced-nitrite Chinese fermented sausages: A perspective of metabolomics and metagenomics. Food Chemistry. 2024; 456: 139900. doi: 10.1016/j.foodchem.2024.139900
14. Hu Y, Fan T, Wang Z. Neural network-based prediction of college students’ physical fitness test scores. Applied Mathematics and Nonlinear Sciences. 2024; 9(1). doi: 10.2478/amns-2024-2436
15. Torales J, Di Giuseppe MF, Almirón-Santacruz M, et al. The impact of physical activity on the mental health of university students: An epidemiological study from Paraguay. Biomedical Human Kinetics. 2024; 16(1): 314–322. doi: 10.2478/bhk-2024-0033
16. Rathi A, Kumar A. Physical health, diseases and mode of treatment opted by indian army ex-servicemen: a sociological study. International Journal of Advanced Research (IJAR). 2023; 11(12): 551–562.
17. Vassou C, Chrysohoou C, Georgousopoulou EN, et al. Cognitive vulnerability, anxiety, and physical well-being in relation to 10‐year cardiovascular disease risk: The ATTICA epidemiological study. Applied Psychology: Health and Well-Being. 2023; 16(1): 60–79. doi: 10.1111/aphw.12469
18. Prieto-González P. Relationship between Specific Field-Based Physical Fitness Test Results and Selected Health Biomarkers in College-Aged Males: A Cross-Sectional Study. International Journal of Environmental Research and Public Health. 2022; 19(21): 14498. doi: 10.3390/ijerph192114498
Copyright (c) 2025 Author(s)

This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright on all articles published in this journal is retained by the author(s), while the author(s) grant the publisher as the original publisher to publish the article.
Articles published in this journal are licensed under a Creative Commons Attribution 4.0 International, which means they can be shared, adapted and distributed provided that the original published version is cited.