Executive functioning (EF) is fundamental to positive development. Yet, little is known about how to best characterize constellations of EF skills that may inform disparate associations between EF and behavior during adolescence. In the current study, cross‐validated latent profile analysis (LPA) was used to derive profiles of EF based on measures of inhibitory control, working memory, and cognitive flexibility using data from 11,672 youth (52.2% male, mean age = 9.91 years) in the Adolescent Brain and Cognitive Development study. Four meaningful EF profiles emerged from the data representing Average EF, High EF, Low Inhibitory Control, and Low EF. Boys, youth from low‐income households, and early developing youth were more likely to be in profiles distinguished by lower EF. Profile membership also predicted differences in externalizing, internalizing, and other problem behaviors assessed one year later. Findings indicate that youth may have distinct constellations of EF skills, underscoring the need for person‐centered approaches that focus on patterns of individual characteristics.
OBJECTIVES
To review and meta-analyze existing evidence regarding the impact of school start times (SSTs) on youth sleep and developmental outcomes considering the moderating effects of youth and school characteristics. Scopus, ScienceDirect, JSTOR, Pubmed, PsychInfo, ERIC, Proquest, EBSCO, and Google Scholar were used through 2019 to select studies measuring (1) school start time and (2) sleep or other developmental outcomes. Data from 28 studies and 1 774 509 participants were extracted and analyzed using random-effects models with robust variance estimation.
RESULTS
Later SSTs were associated with better overall developmental outcomes, longer sleep duration, and less negative mood. Specifically, new SSTs between 8:30 and 8:59 were associated with better outcomes than 8:00 to 8:29 start times. Later SSTs were more strongly associated with lower levels of sleepiness for high school (versus middle school) youth, and youth in private (versus public) schools reported better sleep and later wake times with later SSTs. Although this meta-analysis suggests an overall benefit of later SSTs, there was limited research to test outcomes such as sleep hygiene, naps, and behavioral and physical health outcomes.
CONCLUSIONS
There is converging evidence that later SSTs are associated with better overall developmental outcomes, longer sleep duration, and less negative mood. More research needs to consider student and school characteristics to obtain reliable estimates related to possible differences by sex, race, school size, percent free/reduced lunch, and percent minority.
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