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Multilevel factors associated with sleep duration and bedtime regularity in U.S. children with and without
Freda Patterson1, Shannon M Robson2, Lauren B Covington2,3
1Department of Health Behavior and Nutrition Sciences, College of Health Sciences, University of Delaware, 100 Discovery Blvd, Newark, DE, 19716, USA. fredap@udel.edu.
Insights
Children with neurological and developmental disorders (NDD) experience poorer sleep. Increasing family meals and improving sleep duration and regularity are key targets for interventions to enhance children's sleep health.
Area of Science:
- Pediatric Health
- Sleep Science
- Developmental Pediatrics
Background:
- Neurological and developmental disorders (NDD) impact children's sleep patterns.
- Understanding factors influencing sleep duration and regularity is crucial for this population.
- A nationally representative sample was utilized to investigate these factors.
Purpose of the Study:
- To compare multilevel factors associated with sleep duration and bedtime regularity in children with and without NDDs.
- To identify key modifiable variables for improving sleep health in children.
- To examine the relationship between individual, social, and environmental factors and sleep outcomes.
Main Methods:
- Utilized data from the National Survey of Children's Health (2016-2021) for 86,014 children aged 9-17.
- Assessed parent-reported adequate sleep duration and bedtime regularity.
- Employed random survival forest decision trees and regression analyses to identify predictive variables.
Main Results:
- Children with NDDs showed higher rates of inadequate sleep duration (34.0%) and bedtime irregularity (18.8%) compared to typically developing peers.
- Achieving bedtime regularity, adequate sleep, and frequent family meals were significant predictors for both groups.
- Family meals and sleep regularity emerged as critical factors for children with NDDs.
Conclusions:
- Increasing family meal frequency is a potential intervention to improve sleep in children.
- Addressing both sleep duration and bedtime regularity can enhance sleep health, particularly for children with NDDs.
- These findings highlight modifiable targets for pediatric sleep interventions.
Background:
This study compared multilevel factors associated with sleep duration and bedtime regularity in children with and without neurological and developmental disorders (NDD) using a nationally representative sample.
Methods:
We combined data from the 2016-2017, 2018-2019, and 2020-2021 United States National Survey of Children's Health (NSCH), including 86,014 children aged 9-17 years. Parent-reported outcomes included adequate sleep duration (yes/no) and bedtime regularity (yes/no). We assessed the relationship between twenty independent individual, social, and environmental variables on the sleep outcomes. We used random survival forest decision trees to identify the five most predictive variables [in terms of variable importance (VIMP)]. Regression analyses were then used to assess directionality and independent associations.
Results:
A greater proportion of children with NDDs versus those who are typically developing (TD) had parent reports of not achieving adequate sleep duration (34.0% versus 30.9%, respectively) and bedtime regularity (18.8% versus 13.7%, respectively). For adequate sleep, achieving bedtime regularity, having more family meals together and older age emerged as the most important independent variables for both TD children and those with NDDs. For bedtime regularity, achieving adequate sleep, and having more family meals together were the most proximal independent variables for NDD and TD children.
Conclusion:
Increasing the frequency of family meals and addressing both sleep duration and bedtime regularity may serve as key modifiable intervention targets to improve sleep health in children, including those with NDDs.
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