Related Experiment Video
Updated: Aug 17, 2026

Chronic Sleep Deprivation in Mouse Pups by Means of Gentle Handling
Published on: October 11, 2018
What does a good night's sleep mean? Nonlinear relations between sleep and children's cognitive functioning and
Mona El-Sheikh1, Lauren E Philbrook2, Ryan J Kelly3
1Department of Human Development and Family Studies, Auburn University, Auburn, AL.
Insights
Optimal child development is linked to sleep duration and quality. Better sleep is associated with improved cognitive functioning, academic performance, and mental health, with race/ethnicity influencing these relationships.
Area of Science:
- Child Development
- Sleep Science
- Neuroscience
Background:
- Adequate sleep is crucial for children's cognitive, academic, and mental health development.
- Previous research often assumes linear relationships between sleep and developmental outcomes.
- Racial and ethnic disparities in children's sleep patterns warrant investigation as potential moderators.
Purpose of the Study:
- To identify the specific duration and quality of sleep associated with optimal child outcomes.
- To examine nonlinear associations between sleep variables and developmental domains.
- To assess race/ethnicity as a moderator of the relationship between sleep and child development.
Main Methods:
- Utilized actigraphy and self-reports to assess sleep duration and quality in 282 children (mean age 9.4 years).
- Evaluated cognitive functioning, academic performance, and mental health through child self-reports, parent/teacher reports, and academic data.
- Analyzed nonlinear associations and moderated effects of race/ethnicity on sleep-development relationships.
Main Results:
- Sleep duration showed an accelerating nonlinear negative association with externalizing behaviors.
- Both objective (actigraphy) and subjective sleep quality demonstrated nonlinear associations with academic functioning and mental health.
- Optimal child functioning was linked to the highest levels of sleep quality, with race/ethnicity moderating several observed associations.
Conclusions:
- Sleep duration and quality are nonlinear predictors of multiple child developmental domains.
- The benefits of increased sleep duration and quality do not plateau, highlighting the importance of nonlinear analyses.
- Understanding nonlinear sleep-development relationships, considering individual differences like race/ethnicity, is essential for optimizing child outcomes.
Study Objectives:
We attempted to identify the duration and quality of sleep associated with the optimal child outcomes in key developmental domains including cognitive functioning, academic performance, and mental health. In doing so, we examined nonlinear associations between the sleep and developmental variables. Based on racial/ethnic disparities in children's sleep, we assessed this variable as a moderator of examined relations.
Methods:
Two hundred eighty-two children participated (Mage = 9.4 years, SD = .72; 52% boys; 65% white/European American, 35% black/African American). Sleep was examined with actigraphy for seven consecutive nights and with self-reports. Actigraphy-based sleep duration (minutes) and quality (efficiency), as well as self-reported sleep quality were derived. Children reported on their mental health and were administered cognitive performance tests. Mothers and teachers reported on children's mental health; teachers also reported on academic functioning. Schools provided academic achievement data.
Results:
Sleep duration had an accelerating nonlinear negative association with externalizing behaviors. Nonlinear associations were also detected between both actigraphy-derived and subjective reports of sleep quality and multiple developmental domains including academic functioning and mental health and the best functioning corresponded with the highest levels of sleep quality. Emphasizing the importance of individual differences, several examined associations were moderated by race/ethnicity.
Conclusions:
Sleep duration and quality emerged as nonlinear predictors of multiple domains of child development. Findings illustrate that the benefits of longer and better-quality sleep did not taper off and that assessments of nonlinear relations may enhance understanding of the nature of associations between sleep and child functioning.
More Related Videos
08:20Measuring Neural Mechanisms Underlying Sleep-Dependent Memory Consolidation During Naps in Early Childhood
Published on: October 2, 2019
06:23A Chronic Sleep Fragmentation Model using Vibrating Orbital Rotor to Induce Cognitive Deficit and Anxiety-Like Behavior in Young Wild-Type Mice
Published on: September 22, 2020
Related Concept Videos
Correlations
Sleep-Wake Cycles
NREM Sleep
NREM sleep comprises four progressive stages that seamlessly merge:
Understanding Sleep
The circadian rhythm, a nearly 24-hour cycle, is deeply influenced by environmental light cues. Light exposure directly affects the hypothalamus, which in turn regulates...
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Stages of Sleep
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...
Nightmares and Night Terrors
Nightmares often...