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Why are children different in their moderate-to-vigorous physical activity levels? A multilevel analysis
Sara Pereira1, Ana Reyes1, Marcos A Moura-Dos-Santos2
1Universidade do Porto, Faculdade de Desporto, Porto, Portugal.
Insights
Individual factors significantly influence children's moderate-to-vigorous physical activity, with school characteristics playing a lesser role. Personalized interventions focusing on individual traits are recommended for behavior change.
Area of Science:
- Pediatric Health
- Exercise Science
- Educational Psychology
Background:
- Children's physical activity levels exhibit significant variation.
- Understanding the determinants of this variation is crucial for public health initiatives.
Purpose of the Study:
- To investigate the influence of individual and school-level factors on children's moderate-to-vigorous physical activity (MVPA).
- To identify key predictors of MVPA in school-aged children.
Main Methods:
- A sample of 307 children (ages 5-10) from 19 Portuguese schools participated.
- MVPA was measured using accelerometry; gross motor coordination and socio-economic status were assessed.
- Multilevel analysis was employed to examine individual and school-level effects.
Main Results:
- Individual characteristics accounted for the majority of variance in MVPA.
- Boys, higher gross motor coordination, and younger age were associated with higher MVPA.
- Larger playground dimensions at schools were paradoxically linked to lower MVPA.
Conclusions:
- Children's MVPA is primarily driven by individual factors, with school environment playing a secondary role.
- Intervention programs should prioritize personalized strategies targeting individual characteristics.
- Further research into the impact of school infrastructure, like playground size, on activity levels is warranted.
Objective:
Children's differences in moderate-to-vigorous physical activity levels are not at random. This study investigates the relevance of individual- and school-level characteristics in explaining these differences.
Methods:
In total, 307 children (154 girls) aged 5-10 years, from 19 Portuguese schools, were sampled. Height and weight were measured, and body mass index was calculated. Time spent in moderate-to-vigorous physical activity was measured by accelerometry. Gross motor coordination was assessed with the KörperkoordinationsTest für Kinder battery and socio-economic status was obtained via the school social support system. School characteristics were obtained with an objective school audit. A multilevel analysis was used as implemented in Stata 15.
Results:
Schools explained 18.2% of the total variance in moderate-to-vigorous physical activity, with the remainder being ascribed to children's distinct characteristics. Boys were more active (β=29.59±11.52, p<0.05), and having higher gross motor coordination levels (β=0.11±0.04, p<0.05) was positively associated with daily moderate-to-vigorous physical activity, whereas being older (β=-5.00±1.57, p<0.05) and having higher socio-economic status (β=-7.89±3.12, p<0.05) were negatively related with moderate-to-vigorous physical activity. From the school-level correlates, only playground dimension was significantly associated with moderate-to-vigorous physical activity levels. Children from schools with medium (40m2 to 69m2) and large playground dimensions (≥70m2) were less active than children with smaller playground dimensions (10m2 to 39m2).
Conclusions:
Variation in school children's moderate-to-vigorous physical activity is mostly explained by their individual characteristics; school characteristics also play a role but to a smaller degree. Future intervention programs to change this behavior should be more personalized, emphasizing mostly individual-level characteristics.
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