Can motor competence be a better predictor of adiposity indicators than physical activity in children? A longitudinal study

Authors

DOI:

https://doi.org/10.12820/rbafs.31e0423

Keywords:

Adiposity, Motor competence, Physical activity, Children

Abstract

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

Download data is not yet available.

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

02/12/2026

How to Cite

1.
Alarcón-Aguilar J, Queiroz D da R, Soares FC, Lima MMA de, Hardman CM, Wanderley Júnior R de S, et al. Can motor competence be a better predictor of adiposity indicators than physical activity in children? A longitudinal study. Rev. Bras. Ativ. Fís. Saúde [Internet]. 2026 Feb. 12 [cited 2026 Mar. 25];31:1-13. Available from: https://rbafs.org.br/RBAFS/article/view/15524

Issue

Section

Original Articles