Association between 24-hour movement behaviors and adiposity in children and adolescents: A compositional data meta-analysis.

ABSTRACT:

Purpose

To quantitatively synthesize published evidence on the association between 24-hour movement behavior composition with adiposity in children and adolescents aged 3-18 years.

Methods

Systematic literature searches were conducted in five electronic databases to identify papers published between January 2015 and January 2024. A machine learning-assisted systematic review was conducted to identify studies applying compositional data analysis to examine the association between 24-hour movement behaviors and adiposity in children and youth. Random effect meta-analyses were estimated to examine the relative association between each component of the 24-hour movement behavior composition and body mass index z-score (zBMI), waist circumference, fat mass percentage, and fat mass

SUBMITTER: Bourke M 

PROVIDER: S-EPMC11964791 | biostudies-literature | 2025 May

REPOSITORIES: biostudies-literature