Title

Extracurricular Activities, Screen Media Activity, and Sleep May Be Modifiable Factors Related to Children's Cognitive Functioning: Evidence From the ABCD Study

Document Type

Article

Publication Date

9-2021

Identifier

DOI: 10.1111/cdev.13578; PMCID: PMC8478798

Abstract

This study used a machine learning framework in conjunction with a large battery of measures from 9,718 school-age children (ages 9-11) from the Adolescent Brain Cognitive DevelopmentSM (ABCD) Study to identify factors associated with fluid cognitive functioning (FCF), or the capacity to learn, solve problems, and adapt to novel situations. The identified algorithm explained 14.74% of the variance in FCF, replicating previously reported socioeconomic and mental health contributors to FCF, and adding novel and potentially modifiable contributors, including extracurricular involvement, screen media activity, and sleep duration. Pragmatic interventions targeting these contributors may enhance cognitive performance and protect against their negative impact on FCF in children.

Journal Title

Child development

Volume

92

Issue

5

First Page

2035

Last Page

2052

MeSH Keywords

Adolescent; Adolescent Development; Child; Cognition; Humans; Mental Disorders; Mental Health; Sleep

Keywords

Adolescent Development; Cognition; Mental Disorders; Mental Health; Sleep

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