A multi-level analysis of individual- and school-level correlates of physical fitness in children

Carla Santos, Ana Carolina Reyes, Marcos André Moura-Dos-Santos, Sara Pereira, Thayse Natacha Gomes, Go Tani, Olga Vasconcelos, Raquel N. Chaves, Rui Garganta, Tiago Barreira, Peter T. Katzmarzyk, José Maia

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

Background: Children’s physical fitness is potentially influenced by biological, behavioural and environmental factors. Aim: To investigate the importance of individual-level and school-level characteristics in explaining variation in children’s physical fitness. Subjects and methods: The sample comprised 354 Portuguese children, aged 5–10 years. Physical fitness [(handgrip (HG) strength, standing long jump (SLJ), shuttle-run (SR), total physical fitness score (PFz)], gross motor coordination (GMC) and body mass index (BMI) were assessed. Moderate-to-vigorous physical activity (MVPA) was objectively monitored; birth weight and socio-economic status (SES) were obtained by questionnaire. School contexts were assessed via an objective audit. Multilevel models using the Bayesian approach were used. Results: Age was positively associated with HG, SLJ and PFz (p < 0.05); BMI was positively associated with HG (p < 0.05) and GMC with all physical fitness components (p < 0.05); MVPA was only associated with PFz (p < 0.05); children with level A SES outperformed those with level C SES in HG (p < 0.05), but those with level B SES outperformed their level A SES peers in SR (p < 0.05). Within the school context, no equipment for physical education was negatively associated with HG (p < 0.05). Conclusion: In the primary school years, individual-level characteristics were more important than the school context in explaining variations in physical fitness.

Original languageEnglish (US)
JournalAnnals of Human Biology
DOIs
StateAccepted/In press - Jan 1 2019

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Physical Fitness
Economics
Body Mass Index
Exercise
Physical Education and Training
Bayes Theorem
Birth Weight
Equipment and Supplies

Keywords

  • Children
  • multi-level modelling
  • physical fitness
  • school context

ASJC Scopus subject areas

  • Epidemiology
  • Physiology
  • Aging
  • Genetics
  • Public Health, Environmental and Occupational Health

Cite this

Santos, C., Carolina Reyes, A., Moura-Dos-Santos, M. A., Pereira, S., Natacha Gomes, T., Tani, G., ... Maia, J. (Accepted/In press). A multi-level analysis of individual- and school-level correlates of physical fitness in children. Annals of Human Biology. https://doi.org/10.1080/03014460.2018.1549684

A multi-level analysis of individual- and school-level correlates of physical fitness in children. / Santos, Carla; Carolina Reyes, Ana; Moura-Dos-Santos, Marcos André; Pereira, Sara; Natacha Gomes, Thayse; Tani, Go; Vasconcelos, Olga; Chaves, Raquel N.; Garganta, Rui; Barreira, Tiago; Katzmarzyk, Peter T.; Maia, José.

In: Annals of Human Biology, 01.01.2019.

Research output: Contribution to journalArticle

Santos, C, Carolina Reyes, A, Moura-Dos-Santos, MA, Pereira, S, Natacha Gomes, T, Tani, G, Vasconcelos, O, Chaves, RN, Garganta, R, Barreira, T, Katzmarzyk, PT & Maia, J 2019, 'A multi-level analysis of individual- and school-level correlates of physical fitness in children', Annals of Human Biology. https://doi.org/10.1080/03014460.2018.1549684
Santos, Carla ; Carolina Reyes, Ana ; Moura-Dos-Santos, Marcos André ; Pereira, Sara ; Natacha Gomes, Thayse ; Tani, Go ; Vasconcelos, Olga ; Chaves, Raquel N. ; Garganta, Rui ; Barreira, Tiago ; Katzmarzyk, Peter T. ; Maia, José. / A multi-level analysis of individual- and school-level correlates of physical fitness in children. In: Annals of Human Biology. 2019.
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