Department of Human Development and Family Studies, Auburn University, Auburn, AL.
Department of Psychological and Brain Sciences, Colgate University, Hamilton, NY.
Sleep. 2019 Jun 11;42(6). doi: 10.1093/sleep/zsz078.
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.
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.
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.
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.
我们试图确定与认知功能、学业成绩和心理健康等关键发展领域的最佳儿童结果相关的睡眠持续时间和质量。在这样做的过程中,我们检查了睡眠和发展变量之间的非线性关系。基于儿童睡眠中的种族/民族差异,我们将该变量评估为所检查关系的调节变量。
共有 282 名儿童参与(平均年龄=9.4 岁,标准差=0.72;52%为男孩;65%为白种人/欧洲裔美国人,35%为黑种人/非裔美国人)。通过连续七天的活动记录仪和自我报告来检查睡眠。基于活动记录仪的睡眠持续时间(分钟)和质量(效率)以及自我报告的睡眠质量。儿童报告他们的心理健康状况,并接受认知表现测试。母亲和教师报告儿童的心理健康;教师还报告了学业成绩。学校提供学业成绩数据。
睡眠持续时间与外化行为呈加速非线性负相关。还检测到睡眠质量的活动记录仪和主观报告与包括学业成绩和心理健康在内的多个发展领域之间的非线性关联,最佳功能对应于最高水平的睡眠质量。强调个体差异的重要性,几个被检查的关联被种族/民族所调节。
睡眠持续时间和质量是儿童发展多个领域的非线性预测因素。研究结果表明,更长和更高质量的睡眠的好处并没有逐渐减少,对非线性关系的评估可能会增强对睡眠与儿童功能之间关联性质的理解。