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Physical Fitness as a Parallel Protective Factor Against Sedentary-Related Non-Communicable Disease Risk in Adolescents: A Comprehensive Evidence Synthesis

Authors

  • Tisnalia Merdya Andyastuti Department of Medicine, Universitas Negeri Malang, Malang, Indonesia
  • Moch Yunus Department of Medicine, Universitas Negeri Malang, Malang, Indonesia
  • Sendhi Tristanti Puspitasari Department of Healthcare Administration, Asia University Taiwan
  • Dinda Arisetya Purwadi Independent Researcher, Malang City, Indonesia
  • Muhammad Revi Purnomosidi Department of Medicine, Universitas Negeri Malang, Malang, Indonesia

DOI :

https://doi.org/10.62255/mjhp.v4iSuppl%201.324
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Abstract

Background: The escalating global burden of non-communicable diseases (NCDs) originates increasingly during adolescence, driven by sedentary, screen-dominated lifestyles. Whether physical fitness mitigates this risk remains conceptually ambiguous.

Objective: To synthesize evidence evaluating physical fitness as a protective factor against sedentary-related NCD risk in school-aged adolescents.

Methods: A comprehensive synthesis of observational studies, cohorts, reviews, and interventions focusing on adolescents (10–19 years). We distinguished total sedentary time from screen-based behavior and evaluated cardiorespiratory (CRF) and muscular fitness against cardiometabolic, adiposity, and mental health outcomes.

Results: Higher CRF consistently correlates with lower adiposity and clustered cardiometabolic risk. However, fitness does not formally buffer sedentary harm; screen-based behavior remains independently detrimental. Muscular fitness offers targeted metabolic protection, notably against insulin resistance and hypertriglyceridemia. Substituting sedentary time with vigorous physical activity yields the strongest protective effects. School interventions improve CRF but require multidisciplinary components to alter metabolic biomarkers.

Conclusion: Physical fitness provides parallel, rather than moderating, protection against sedentary-related NCD risk. Public health frameworks must concurrently target fitness enhancement and specific screen-time reduction.

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References

Agredo-Zúñiga, R., Parra, D., Ortega-Avila, J., & Suarez-Ortegón, M. (2024). Cardiorespiratory Fitness and Cardiometabolic Risk Factors in Children and Adolescents From Southwest Colombia: Association Patterns Considering Adiposity. American Journal of Human Biology, 36. https://doi.org/10.1002/ajhb.24163

Bchini, S., Dergaa, I., Dhahbi, W., Ceylan, H., ?tef?nic?, V., Selmi, T., Moussaoui, D., & Hammami, N. (2026). Integrating Biological Maturity into Fitness Assessment and Physical Activity Interventions in Children and Adolescents: A Narrative Review. Sports, 14. https://doi.org/10.3390/sports14050196

Bchini, S., Moussaoui, D., Tabnjh, A., Bouassida, A., Hammami, N., & Yagin, F. (2026). Longitudinal Change and Tracking of Health-Related Physical Fitness in Adolescents Aged 12–16 Years: A Structured Narrative Review. Children, 13. https://doi.org/10.3390/children13091208

Brand, C., Sehn, A., Fochesatto, C., Villa-González, E., Gaya, A., Renner, J. P., Ojeda-Aravena, A., & Reuter, C. (2023). Fitness and fatness in children and adolescents: investigating their role in the association between physical activity and cardiometabolic health. Biology of Sport, 41, 147–154. https://doi.org/10.5114/biolsport.2024.129473

Cheng, X., Guo, Q.-Y., Ju, L., Gong, W., Wei, X., Xu, X.-L., Zhao, L.-Y., & Fang, H. (2024). Association between sedentary behavior, screen time and metabolic syndrome among Chinese children and adolescents. BMC Public Health, 24. https://doi.org/10.1186/s12889-024-19227-w

Chu, J., Ganson, K., Baker, F., Testa, A., Jackson, D., Murray, S., & Nagata, J. (2023). Screen time and suicidal behaviors among U.S. children 9–11 years old: A prospective cohort study. Preventive Medicine, 169, 107452. https://doi.org/10.1016/j.ypmed.2023.107452

De Castro Silveira, J. F., Aadland, E., Pfeiffer, K., De Borba Schneiders, L., Lima, R., Andersen, L. B., Reuter, C., & Gaya, A. (2025). Exploring the Multivariate Association Between Physical Fitness and Cardiometabolic Risk in Children and Adolescents. Pediatric Exercise Science, 1–12. https://doi.org/10.1123/pes.2025-0033

De Castro Silveira, J. F., López-Gil, J., Reuter, C., Sehn, A., Borfe, L., Carvas, N., Pfeiffer, K., Guerra, P. H., Andersen, L. B., García-Hermoso, A., & Gaya, A. R. (2025). Mediation of obesity-related variables in the association between physical fitness and cardiometabolic risk in children and adolescents: a systematic review and meta-analysis. BMJ Open Sport & Exercise Medicine, 11. https://doi.org/10.1136/bmjsem-2024-002366

De Souza Marques, D., Moraes, L. R. D. S., De Souza Marques, M. G., Ryal, J., Santos, I., Mota, J., Valdés-Badilla, P., Westphal-Nardo, G., & Branco, B. M. (2023). Effects of 12 Weeks of Family and Individual Multi-Disciplinary Intervention in Overweight and Obese Adolescents under Cardiometabolic Risk Parameters: A Clinical Trial. International Journal of Environmental Research and Public Health, 20. https://doi.org/10.3390/ijerph20206954

Dergaa, I., Dhahbi, W., Dergaa, M. A., Razzak, M., Ceylan, H., ?tef?nic?, V., Muntean, R., & Guelmami, N. (2026). Physical activity, sedentary behavior, and cognitive function in children and adolescents: a scoping review of dose-response relationships, screen time interactions, and public health implications. Frontiers in Behavioral Neuroscience, 20. https://doi.org/10.3389/fnbeh.2026.1848119

Dong, Q., Liu, H., & Fu, Q. (2025). Associations between physical fitness and different aspects of screen time in children and adolescents. Scientific Reports, 15. https://doi.org/10.1038/s41598-025-11625-3

Dong, X.-S., Ding, L., Zhang, R., Ding, M., Wang, B.-Z., & Yi, X.-R. (2021). Physical Activity, Screen-Based Sedentary Behavior and Physical Fitness in Chinese Adolescents: A Cross-Sectional Study. Frontiers in Pediatrics, 9. https://doi.org/10.3389/fped.2021.722079

Ferreira, G., Redondo-Tébar, A., Gonçalves, J., Sousa?Sá, E., Oliveira, O., Lopes, L., & Santos, R. (2025). Sleep, sedentary behaviour, physical activity and health-related quality of life in children and adolescents: A systematic review. British Journal of Health Psychology, 30 3. https://doi.org/10.1111/bjhp.70004

Filho, N., Reuter, C., Silveira, J., Borfe, L., Renner, J., & Pohl, H. (2021). Low performance-related physical fitness levels are associated with clustered cardiometabolic risk score in schoolchildren: a cross-sectional study. Human Movement. https://doi.org/10.5114/hm.2022.107976

Gillespie, K., Morgan, M., Weir, B., Branjerdporn, G., Patel, S., Bowyer, J., Chan, F., & Bartlett, S. (2026). Screen time and young people: A systematic review and meta-analysis of the evidence on self-harm and suicidality. Australian & New Zealand Journal of Psychiatry, 60, 210–244. https://doi.org/10.1177/00048674251412123

Hartwig, T., Sanders, T., Vasconcellos, D., Noetel, M., Parker, P., Lubans, D., Andrade, S., Ávila-García, M., Bartholomew, J., Belton, S., Brooks, N., Bugge, A., Cavero-Redondo, I., Christiansen, L., Cohen, K., Coppinger, T., Dyrstad, S., Errisuriz, V., Fairclough, S., … Del Pozo Cruz, B. (2021). School-based interventions modestly increase physical activity and cardiorespiratory fitness but are least effective for youth who need them most: an individual participant pooled analysis of 20 controlled trials. British Journal of Sports Medicine, 55, 721–729. https://doi.org/10.1136/bjsports-2020-102740

Horner, D., Jahn, M., Bønnelykke, K., Chawes, B., Flensborg-Madsen, T., Schoos, A., Stokholm, J., & Rasmussen, M. (2025). Screen Time Is Associated With Cardiometabolic and Cardiovascular Disease Risk in Childhood and Adolescence. Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, 14. https://doi.org/10.1161/jaha.125.041486

Islam, M., Nyström, C. D., Krebs, P., Löf, M., Rahman, S. M., Ekström, E.-C., & Rahman, A. (2026). Gender and socio-economic differences in physical activity and fitness among rural Bangladeshi adolescents: a cross-sectional study from the 15-year follow-up of MINIMat cohort. Scientific Reports, 16. https://doi.org/10.1038/s41598-026-70291-1

Islam, M., Nyström, C., Kippler, M., Kajantie, E., Löf, M., Rahman, S. M., & Ekström, E.-C. (2024). Accelerometer-Measured Physical Activity, Fitness and Indicators of Cardiometabolic Risk among Rural Adolescents: A Cross-Sectional Study at 15-Year Follow-up of the MINIMat Cohort. Journal of Epidemiology and Global Health, 14, 987–1003. https://doi.org/10.1007/s44197-024-00245-1

Jalaludin, M., Zin, R. M. W. M., Roslan, F., Mansor, F., Zain, F., Hong, J., Kamil, N. Z. I. A., Yahya, A., Ishak, Z., Selamat, R., & Mokhtar, A. (2025). Cardiometabolic outcome of MyBFF@school intervention program among primary schoolchildren: a cluster randomized controlled trial. BMC Public Health, 24. https://doi.org/10.1186/s12889-025-23546-x

Julian, V., Bergsten, P., Forslund, A., Ahlström, H., Ciba, I., Dahlbom, M., Gomahr, J., Kullberg, J., Maruszczak, K., Olsson, R., Schneider, A., Pereira, B., Thivel, D., & Weghuber, D. (2022). Sedentary time has a stronger impact on metabolic health than moderate to vigorous physical activity in adolescents with obesity: a cross?sectional analysis of the Beta?JUDO study. Pediatric Obesity, 17. https://doi.org/10.1111/ijpo.12897

Kamil, N. Z. I. A., Mokhtar, A., Yahya, A., Zain, F., Selamat, R., Ishak, Z., & Jalaludin, M. (2025). Effects of the MyBFF@school program on anthropometry and body composition among overweight and obese adolescent schoolchildren. BMC Public Health, 24. https://doi.org/10.1186/s12889-024-20725-0

Ke, Y.-Z., Shi, L., Peng, L., Chen, S.-T., Hong, J.-T., & Liu, Y. (2022). Associations between socioeconomic status and physical activity: A cross-sectional analysis of Chinese children and adolescents. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.904506

Kracht, C., Katzmarzyk, P., Champagne, C., Broyles, S., Hsia, D., Newton, R., & Staiano, A. (2022). Association between Sleep, Sedentary Time, Physical Activity, and Adiposity in Adolescents: A Prospective Observational Study. Medicine and Science in Sports and Exercise, 55, 110–118. https://doi.org/10.1249/mss.0000000000003018

Kwon, S., Wehrmeister, F., Gonçalves, H., Da Silva, B., & Menezes, A. (2023). The Joint Associations of Physical Activity and Sedentary Behaviors on Adiposity during Adolescence: The 1993 Pelotas (Brazil) Cohort Study. Children, 10. https://doi.org/10.3390/children10020265

Laakso, P., Ortega, F., Huotari, P., Tolvanen, A., Kujala, U., & Jaakkola, T. (2023). The association of adolescent fitness with cardiometabolic diseases in late adulthood: A 45?year longitudinal study. Scandinavian Journal of Medicine & Science in Sports, 34. https://doi.org/10.1111/sms.14529

Leite, N., Tadiotto, M., De Moraes, F., De Menezes-Junior, F., Corazza, P., Da Silva, L., Lopes, W., De Matos, O., Radominski, R., & Coelho-E-Silva, M. (2024). Examining the mediating role of muscle quantity in adolescents: associations with adiposity, cardiorespiratory fitness, muscular fitness, and cardiometabolic risk factors. Scientific Reports, 14. https://doi.org/10.1038/s41598-024-61805-w

Lima, R., Andersen, L., Soares, F., & Kriemler, S. (2020). The causal pathway effects of a physical activity intervention on adiposity in children: The KISS Study cluster randomized clinical trial. Scandinavian Journal of Medicine & Science in Sports, 30, 1685–1691. https://doi.org/10.1111/sms.13741

Logan, N., Gaudreau, J., & Angeles, W. L.-D. L. (2026). Impact of Pubertal Progression on Physical Activity and Sedentary Time in Adolescent Girls. Pediatric Exercise Science, 1–9. https://doi.org/10.1123/pes.2025-0075

Musa, S., Elyamani, R., & Dergaa, I. (2022). COVID-19 and screen-based sedentary behaviour: Systematic review of digital screen time and metabolic syndrome in adolescents. PLoS ONE, 17. https://doi.org/10.1371/journal.pone.0265560

Nagata, J., Nguyen, N., Frimpong, I., Heuer, A., Helmer, C., Al-Shoaibi, A., Ganson, K., Testa, A., Dooley, E., Le, T., Gabriel, K., Baker, F., & Gooding, H. (2026). Higher recreational screen time and lower step count are associated with higher cardiovascular disease risk in early adolescence. BMC Public Health, 26. https://doi.org/10.1186/s12889-026-26756-z

Nagata, J., Smith, N., Alsamman, S., Lee, C., Dooley, E., Kiss, O., Ganson, K., Wing, D., Baker, F., & Gabriel, K. (2023). Association of Physical Activity and Screen Time With Body Mass Index Among US Adolescents. JAMA Network Open, 6. https://doi.org/10.1001/jamanetworkopen.2022.55466

Nagata, J., Weinstein, S., Alsamman, S., Lee, C., Dooley, E., Ganson, K., Testa, A., Gooding, H., Kiss, O., Baker, F., & Gabriel, K. P. (2024). Association of physical activity and screen time with cardiovascular disease risk in the Adolescent Brain Cognitive Development Study. BMC Public Health, 24. https://doi.org/10.1186/s12889-024-18790-6

Ruan, H., & Tang, R. (2024). Temporal changes in the physical fitness of Chinese adolescents aged 13-18 years: an analysis of eight national successive surveys over three decades. Frontiers in Public Health, 12. https://doi.org/10.3389/fpubh.2024.1359701

Rubín, L., Gába, A., Pelclová, J., Štefelová, N., Jakubec, L., Dygrýn, J., & Hron, K. (2021). Changes in sedentary behavior patterns during the transition from childhood to adolescence and their association with adiposity: a prospective study based on compositional data analysis. Archives of Public Health, 80. https://doi.org/10.1186/s13690-021-00755-5

Sampasa-Kanyinga, H., Colman, I., Goldfield, G., Janssen, I., Wang, J.-L., Podinic, I., Tremblay, M., Saunders, T., Sampson, M., & Chaput, J. (2020). Combinations of physical activity, sedentary time, and sleep duration and their associations with depressive symptoms and other mental health problems in children and adolescents: a systematic review. The International Journal of Behavioral Nutrition and Physical Activity, 17. https://doi.org/10.1186/s12966-020-00976-x

Vasquez, F., Salazar, G., Vásquez, S., & Torres, J. (2025). Association Between Physical Fitness and Cardiovascular Health in Chilean Schoolchildren from the Metropolitan Region. Nutrients, 17. https://doi.org/10.3390/nu17010182

Wang, K., Li, Y., Liu, H.-X., Zhang, T.-R., & Luo, J. (2024). Can physical activity counteract the negative effects of sedentary behavior on the physical and mental health of children and adolescents? A narrative review. Frontiers in Public Health, 12. https://doi.org/10.3389/fpubh.2024.1412389

Weimann, A., Vogel, M., Poulain, T., & Kiess, W. (2025). Effects of weight status, sex, age, sedentary behavior, pubertal status and socioeconomic status on the physical activity of children and adolescents. BMC Public Health, 25. https://doi.org/10.1186/s12889-025-22867-1

Wolfe, A., Lee, J., & Laurson, K. (2020). Socioeconomic status and physical fitness in youth: Findings from the NHANES National Youth Fitness Survey. Journal of Sports Sciences, 38, 534–541. https://doi.org/10.1080/02640414.2020.1713688

Xiao, Y., Meng, Y., Brown, T., Keyes, K., & Mann, J. (2025). Addictive Screen Use Trajectories and Suicidal Behaviors, Suicidal Ideation, and Mental Health in US Youths. JAMA. https://doi.org/10.1001/jama.2025.7829

Yi, X.-R., Fu, Y., Burns, R., Bai, Y., & Zhang, P. (2019). Body mass index and physical fitness among Chinese adolescents from Shandong Province: a cross-sectional study. BMC Public Health, 19. https://doi.org/10.1186/s12889-019-6420-2

Zambrin, L. F., Da Costa, J., Weber, V., De Oliveira Bueno, M. R., Romanzini, M., & Ronque, E. (2026). Combined association between physical activity and sedentary behavior on the cardiometabolic risk score in students. Revista Paulista de Pediatria, 44. https://doi.org/10.1590/1984-0462/2026/44/2025033

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Andyastuti, T. M., Yunus, M., Puspitasari, S. T. ., Purwadi, D. A. ., & Purnomosidi, M. R. (2026). Physical Fitness as a Parallel Protective Factor Against Sedentary-Related Non-Communicable Disease Risk in Adolescents: A Comprehensive Evidence Synthesis. Health Frontiers: Multidisciplinary Journal for Health Professionals, 4(Suppl 1), S114-S125. https://doi.org/10.62255/mjhp.v4iSuppl 1.324

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