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Cross-sectional associations between sleep duration, sedentary time, physical activity, and adiposity indicators
Valerie Carson1, Mark S Tremblay2, Sebastien F M Chastin3
1Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, T6G 2H9, Canada. vlcarson@ualberta.ca.
Insights
The overall composition of sleep, sedentary behavior, and physical activity matters for preschool children's BMI z-scores. Specific time allocations in sleep, sedentary behavior, light, or moderate-to-vigorous physical activity were not significantly linked to adiposity indicators.
Area of Science:
- Pediatric health
- Behavioral science
- Public health
Background:
- Sleep duration, sedentary behavior, and physical activity are interconnected on a movement intensity continuum.
- Compositional data analysis is suitable for studying these co-dependent behaviors and their impact on health.
- Understanding these behaviors is crucial for addressing childhood obesity.
Purpose of the Study:
- To investigate the combined associations of sleep, sedentary behavior, light-intensity physical activity (LPA), and moderate- to vigorous-intensity physical activity (MVPA) with adiposity indicators in Canadian preschoolers.
- To examine the relative associations of each behavior with adiposity indicators compared to the others.
Main Methods:
- Utilized data from 552 Canadian children aged 3-4 years.
- Measured sedentary time, LPA, and MVPA using accelerometers; sleep duration was parent-reported.
- Employed compositional data analyses to assess cross-sectional associations with waist circumference (WC) and body mass index (BMI) z-scores.
Main Results:
- The overall composition of movement behaviors was significantly associated with BMI z-scores (p=0.006) but not with WC (p=0.718).
- No significant associations were found between the relative time spent in sleep, sedentary behavior, LPA, or MVPA and adiposity indicators.
Conclusions:
- This is the first study to apply compositional analysis to co-dependent movement behaviors and adiposity in preschoolers.
- The overall balance of movement behaviors is important for healthy BMI z-scores in this age group.
- Further research is required to identify optimal movement behavior compositions for preschool children.
Background:
Sleep duration, sedentary behaviour, and physical activity are three co-dependent behaviours that fall on the movement/non-movement intensity continuum. Compositional data analyses provide an appropriate method for analyzing the association between co-dependent movement behaviour data and health indicators. The objectives of this study were to examine: (1) the combined associations of the composition of time spent in sleep, sedentary behaviour, light-intensity physical activity (LPA), and moderate- to vigorous-intensity physical activity (MVPA) with adiposity indicators; and (2) the association of the time spent in sleep, sedentary behaviour, LPA, or MVPA with adiposity indicators relative to the time spent in the other behaviours in a representative sample of Canadian preschool-aged children.
Methods:
Participants were 552 children aged 3 to 4 years from cycles 2 and 3 of the Canadian Health Measures Survey. Sedentary time, LPA, and MVPA were measured with Actical accelerometers (Philips Respironics, Bend, OR USA), and sleep duration was parental reported. Adiposity indicators included waist circumference (WC) and body mass index (BMI) z-scores based on World Health Organization growth standards. Compositional data analyses were used to examine the cross-sectional associations.
Results:
The composition of movement behaviours was significantly associated with BMI z-scores (p = 0.006) but not with WC (p = 0.718). Further, the time spent in sleep (BMI z-score: γ sleep = -0.72; p = 0.138; WC: γ sleep = -1.95; p = 0.285), sedentary behaviour (BMI z-score: γ SB = 0.19; p = 0.624; WC: γ SB = 0.87; p = 0.614), LPA (BMI z-score: γ LPA = 0.62; p = 0.213, WC: γ LPA = 0.23; p = 0.902), or MVPA (BMI z-score: γ MVPA = -0.09; p = 0.733, WC: γ MVPA = 0.08; p = 0.288) relative to the other behaviours was not significantly associated with the adiposity indicators.
Conclusions:
This study is the first to use compositional analyses when examining associations of co-dependent sleep duration, sedentary time, and physical activity behaviours with adiposity indicators in preschool-aged children. The overall composition of movement behaviours appears important for healthy BMI z-scores in preschool-aged children. Future research is needed to determine the optimal movement behaviour composition that should be promoted in this age group.
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