Associations of neighborhood walkability with moderate to vigorous physical activity: an application of compositional data analysis comparing compositional and non-compositional approaches

Abstract Background We compared the relation between neighborhood features and moderate to vigorous physical activity (MVPA) using linear regression analysis and the more novel compositional data analysis (CoDA). Compositional data analysis allows us to take the time children allocate to different m...

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Autori principali: Madeleine Bird, Geetanjali D Datta, Deanna Chinerman, Lisa Kakinami, Marie-Eve Mathieu, Mélanie Henderson, Tracie A Barnett
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMC 2022-05-01
Serie:International Journal of Behavioral Nutrition and Physical Activity
Soggetti:
Built environment
Compositional data analysis
Moderate-to-vigorous physical activity
QUALITY cohort
Sedentary behaviour
Walkability
Accesso online:https://doi.org/10.1186/s12966-022-01256-6
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