Fitness, fatness and the reallocation of time between children’s daily movement behaviours: an analysis of compositional data

Abstract Background Movement behaviours performed over a finite period such as a 24 h day are compositional data. Compositional data exist in a constrained simplex geometry that is incongruent with traditional multivariate analytical techniques. However, the expression of compositional data as log-ratio co-ordinate systems transfers them to the unconstrained real space, where standard multivariate statistics can be used. This study aimed to use a compositional data analysis approach to examine the adiposity and cardiorespiratory fitness predictions of time reallocations between children’s daily movement behaviours. Methods This study used cross-sectional data from the Active Schools: Skelmersdale study, which involved Year 5 children from a low-income community in northwest England (n = 169). Measures included accelerometer-derived 24 h activity (sedentary time [ST], light physical activity [LPA], moderate-to-vigorous physical activity [MVPA], and sleep), cardiorespiratory fitness determined by the 20 m shuttle run test, objectively measured height, weight and waist circumference (from which zBMI and percent waist circumference-to-height ratio (%WHtR) were derived) and sociodemographic covariates. Log-ratio multiple linear regression models were used to predict adiposity and fitness for the mean movement behaviour composition, and for new compositions where fixed durations of time had been reallocated from one behaviour to another, while the remaining behaviours were unchanged. Predictions were also made for reallocations of fixed durations of time using the mean composition of three different weight status categories (underweight, normal-weight, and overweight/obese) as the starting point. Results Replacing MVPA with any other movement behaviour around the mean movement composition predicted higher adiposity and lower CRF. The log-ratio model predictions were asymmetrical: when time was reallocated to MVPA from sleep, ST, or LPA, the estimated detriments to fitness and adiposity were larger in magnitude than the estimated benefits of time reallocation from MVPA to sleep, ST or LPA. The greatest differences in fitness and fatness for reallocation of fixed duration of MVPA were predicted at the mean composition of overweight/obese children. Conclusions Findings reinforce the key role of MVPA for children’s health. Reallocating time from ST and LPA to MVPA in children is advocated in school, home, and community settings.

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PID https://www.doi.org/10.6084/m9.figshare.c.3775310.v1
PID https://www.doi.org/10.6084/m9.figshare.c.3775310
URL http://dx.doi.org/10.6084/m9.figshare.c.3775310.v1
URL http://dx.doi.org/10.6084/m9.figshare.c.3775310
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Author Fairclough, Stuart
Author Dumuid, Dorothea
Author Taylor, Sarah
Author Curry, Whitney
Author McGrane, Bronagh
Author Stratton, Gareth
Author Maher, Carol
Author Olds, Timothy
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Collected From Datacite
Hosted By figshare
Publication Date 2017-01-01
Publisher Figshare
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Language UNKNOWN
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keyword FOS: Sociology
keyword FOS: Biological sciences
system:type other
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Source https://science-innovation-policy.openaire.eu/search/other?orpId=dedup_wf_001::218c1260f04aa0f4587e8bf294c9248a
Author jsonws_user
Last Updated 20 December 2020, 03:30 (CET)
Created 20 December 2020, 03:30 (CET)