TY - JOUR
T1 - A multi-level analysis of individual- and school-level correlates of physical fitness in children
AU - Santos, Carla
AU - Carolina Reyes, Ana
AU - Moura-Dos-Santos, Marcos André
AU - Pereira, Sara
AU - Natacha Gomes, Thayse
AU - Tani, Go
AU - Vasconcelos, Olga
AU - Chaves, Raquel N.
AU - Garganta, Rui
AU - Barreira, Tiago
AU - Katzmarzyk, Peter T.
AU - Maia, José
N1 - Publisher Copyright:
© 2019, © 2019 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2018/11/17
Y1 - 2018/11/17
N2 - 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.
AB - 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.
KW - Children
KW - multi-level modelling
KW - physical fitness
KW - school context
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U2 - 10.1080/03014460.2018.1549684
DO - 10.1080/03014460.2018.1549684
M3 - Article
C2 - 30513218
AN - SCOPUS:85060129542
SN - 0301-4460
VL - 45
SP - 470
EP - 477
JO - Annals of Human Biology
JF - Annals of Human Biology
IS - 6-8
ER -