Can motor competence be a better predictor of adiposity indicators than physical activity in children? A longitudinal study
DOI:
https://doi.org/10.12820/rbafs.31e0423Keywords:
Adiposity, Motor competence, Physical activity, ChildrenAbstract
Introduction: Adiposity indicators are considered key components of body composition and reliable health markers throughout childhood. Objective: This study analyzed whether motor competence (MC) and moderate-to-vigorous physical activity (MVPA) in children were predictors of adiposity indicators after two years. Methods: A longitudinal study (Longitudinal Study of Health and Wellbeing in Preschool Age - ELOS-Pré) was conducted since 2010 and reassessed in 2012 and 2014. The current study followed 391 children (mean age 6.34 ± 0.72 years) enrolled in public and private schools during 2012 and 2014, from Recife, Pernambuco, Brazil. Adiposity indicators were evaluated using waist circumference (WC), the sum of tricipital and subscapular skinfolds (ΣSF), and body mass index (BMI). MVPA was measured using accelerometers. MC was assessed using the Körperkoordination Test für Kinder (KTK), considering the sum of raw scores. Linear regressions were performed for all analyses. Results: MC showed negative association with ΣSF (β = -0.09; p < 0.01), BMI (β = -0.02; p < 0.01) and WC (β = -0.07; p < 0.01); for both the total sample and girls/boys separately. MVPA was negatively associated with BMI (β = -0.01; p = 0.01); however, differences were observed between girls and boys. Conclusions: MC and MVPA predict adiposity indicators in children after two years. However, MC seems to be a more suitable predictor of adiposity indicators in childhood.
Downloads
References
1. Zhang X, Liu J, Ni Y, Yi C, Fang Y, Ning Q, et al. Global prevalence of overweight and obesity in children and adolescents: a systematic review and meta-analysis. JAMA Pediatr. 2024;178(8):800-13. doi: https://doi.org/10.1001/jamapediatrics.2024.1576
2. De Lorenzo A, Gratteri S, Gualtieri P, Cammarano A, Bertucci P, Di Renzo L. Why primary obesity is a disease? J Transl Med. 2019;17(1):1-13. doi: https://doi.org/10.1186/s12967-019-1919-y
3. Okely AD, Booth ML, Chey T. Relationships between body composition and fundamental movement skills among children and adolescents. Res Q Exerc Sport. 2004;75(3):238-47. doi: https://doi.org/10.1080/02701367.2004.10609157
4. Maffeis C, Grezzani A, Pietrobelli A, Provera S, Tatò L. Does waist circumference predict fat gain in children? Int J Obes Relat Metab Disord. 2001;25(7):978-83. doi: https://doi.org/10.1038/sj.ijo.0801641
5. Malina RM, Bouchard C, Bar-Or O. Growth, maturation, and physical activity. Champaign, IL: Human Kinetics; 2004.
6. Arhab A, Eiben G, Lanfer A, Rachow A, Kroke A, Hebestreit A. Association of physical activity with adiposity in preschoolers using different clinical adiposity measures: A cross-sectional study. BMC Pediatr. 2019;19(1):268. doi: https://doi.org/10.1186/s12887-019-1764-4
7. Stodden DF, Goodway JD, Langendorfer SJ, Roberton MA, Rudisill ME, Garcia C, et al. A developmental perspective on the role of motor skill competence in physical activity: An emergent relationship. Quest. 2008;60(2):290-306. doi: https://doi.org/10.1080/00336297.2008.10483582
8. Janssen I, Leblanc AG. Systematic review of the health benefits of physical activity and fitness in school-aged children and youth. Int J Behav Nutr Phys Act. 2010;7:40. doi: https://doi.org/10.1186/1479-5868-7-40
9. Bürgi F, Meyer U, Granacher U, Schindler C, Marques-Vidal P, Kriemler S, et al. Relationship of physical activity with motor skills, aerobic fitness and body fat in preschool children: a cross-sectional and longitudinal study (Ballabeina). Int J Obes (Lond). 2011;35(7):937-44. doi: https://doi.org/10.1038/ijo.2011.54
10. Ekelund U, Sardinha LB, Anderssen SA, Harro M, Franks PW, Brage S, et al. Associations between objectively assessed physical activity and indicators of body fatness in 9- to 10-y-old European children: a population-based study from 4 distinct regions in Europe (the European Youth Heart Study). Am J Clin Nutr. 2004;80(3):584-90. doi: https://doi.org/10.1093/ajcn/80.3.584
11. Farooq A, Martin A, Janssen X, Wilson MG, Gibson AM, Hughes A, et al. Longitudinal changes in moderate-to-vigorous-intensity physical activity in children and adolescents: A systematic review and meta-analysis. Obes Rev. 2020;21(1):e12953. doi: https://doi.org/10.1111/obr.12953
12. Janssen X, Basterfield L, Parkinson KN, Dillon S, Reilly JK, Mytton J, et al. Non-linear longitudinal associations between moderate-to-vigorous physical activity and adiposity across the adiposity distribution during childhood and adolescence: Gateshead Millennium Study. Int J Obes (Lond). 2019;43(4):744-50. doi: https://doi.org/10.1038/s41366-018-0188-9
13. Carson V, Rinaldi RL, Torrance B, Maximova K, Ball GDC, Majumdar SR, et al. Vigorous physical activity and longitudinal associations with cardiometabolic risk factors in youth. Int J Obes (Lond). 2014;38(1):16-21. doi: https://doi.org/10.1038/ijo.2013.135
14. Bourke M, Wang HFW, Wicks H, Barnett LM, Cairney J, Fortnum K. Children's and adolescents' actual motor competence, perceived physical competence and physical activity: a structural equation modelling meta-analysis. Sports Med. 2025. doi: https://doi.org/10.1007/s40279-025-02233-2
15. Moon J, Webster CA, Stodden DF, Brian A, Mulvey KL, Beets M, et al. Systematic review and meta-analysis of physical activity interventions to increase elementary children's motor competence: a comprehensive school physical activity program perspective. BMC Public Health. 2024;24(1):826. doi: https://doi.org/10.1186/s12889-024-18145-1
16. Lopes VP, Stodden DF, Bianchi MM, Maia JAR, Rodrigues LP. Correlation between BMI and motor coordination in children. J Sci Med Sport. 2012;15(1):38-43. doi: https://doi.org/10.1016/j.jsams.2011.07.005
17. Martins D, Maia J, Seabra A, Garganta R, Lopes V, Katzmarzyk P, et al. Correlates of changes in BMI of children from the Azores islands. Int J Obes (Lond). 2010;34(10):1487-93. doi: https://doi.org/10.1038/ijo.2010.56
18. Lima RA, Larsen LR, Bugge A, Dencker M, Møller NC, Riddoch C, et al. Tracking of Gross Motor Coordination From Childhood Into Adolescence. Res Q Exerc Sport. 2017;88(1):52-9. doi: https://doi.org/10.1080/02701367.2016.1264566
19. Haapala EA, Gao Y, Hartikainen J, Rantalainen T, Finni T. Associations of fitness, motor competence, and adiposity with the indicators of physical activity intensity during different physical activities in children. Sci Rep. 2021;11:12521. doi: https://doi.org/10.1038/s41598-021-92040-2
20. de Mello GT, Minatto G, Costa RM, Leech RM, Cao Y, Lee RE, et al. Clusters of 24-hour movement behavior and diet and their relationship with health indicators among youth: a systematic review. BMC Public Health. 2024;24:1080. doi: https://doi.org/10.1186/s12889-024-18364-6
21. Vandorpe B, Vandendriessche J, Lefevre J, Pion J, Vaeyens R, Matthys S, et al. The Körperkoordinations Test für Kinder: reference values and suitability for 6-12-year-old children in Flanders. Scand J Med Sci Sports. 2011;21(3):378-88. doi: https://doi.org/10.1111/j.1600-0838.2009.01067.x
22. Evenson KR, Catellier DJ, Gill K, Ondrak KS, McMurray RG. Calibration of two objective measures of physical activity for children. J Sports Sci. 2008;26(14):1557-65. doi: https://doi.org/10.1080/02640410802334196
23. Lohman TG, Roche AF, Martorell R. Anthropometric standardization reference manual. Champaign, IL: Human Kinetics Books; 1988.
24. Mirwald RL, Baxter-Jones AD, Bailey DA, Beunen GP. An assessment of maturity from anthropometric measurements. Med Sci Sports Exerc. 2002;34(4):689-94. doi: https://doi.org/10.1097/00005768-200204000-00020
25. Lubans DR, Morgan PJ, Cliff DP, Barnett LM, Okely AD. Fundamental movement skills in children and adolescents: review of associated health benefits. Sports Med. 2010;40(12):1019-35. doi: https://doi.org/10.2165/11536850-000000000-00000
26. D'Hondt E, Deforche B, De Bourdeaudhuij I, Lenoir M. Gross motor coordination in relation to weight status and age in 5- to 12-year-old boys and girls: a cross-sectional study. Int J Pediatr Obes. 2011;6(2-2):e556-64. doi: https://doi.org/10.3109/17477166.2010.500388
27. Lopes VP, Rodrigues LP, Maia JA, Malina RM. Motor coordination, physical activity and fitness as predictors of longitudinal change in adiposity during childhood. Eur J Sport Sci. 2012;12(4):384-91. doi: https://doi.org/10.1080/17461391.2011.566368
28. Malina RM. Basic principles of growth and maturation. In: Coelho-Silva MJ, Figueiredo AJ, Elferink-Gemser MT, Malina RM, editors. Youth sports: growth, maturation and talent. Coimbra: Imprensa da Universidade de Coimbra; 2010. p. 2-17.
29. D'Hondt E, Deforche B, De Bourdeaudhuij I, Lenoir M. A longitudinal study of gross motor coordination and weight status in children. Obesity (Silver Spring). 2014;22(6):1505-11. doi: https://doi.org/10.1002/oby.20723
30. Rolland-Cachera MF, Deheeger M, Bellisle F, Sempé M, Guilloud-Bataille M, Patois E. Adiposity rebound in children: a simple indicator for predicting obesity. Am J Clin Nutr. 1984;39(1):129-35. doi: https://doi.org/10.1093/ajcn/39.1.129
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Javiera Alarcón-Aguilar, Daniel da Rocha Queiroz, Fernanda Cunha Soares, Maria Mylena Aguiar de Lima, Carla Menêses Hardman, Rildo de Souza Wanderley Júnior, Jorge Mota, Carlos Cristi-Montero, Mauro Virgilio Gomes de Barros, Marcos André Moura dos Santos

This work is licensed under a Creative Commons Attribution 4.0 International License.
When submitting a manuscript to the Revista Brasileira de Atividade Física & Saúde, the authors retain the copyright to the article and authorize the Revista Brasileira de Atividade Física & Saúde to publish the manuscript under the Creative Commons Attribution 4.0 License and identify it as the original publication source.
