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

Details

• Alternative Title:
  Child Dev
• Personal Author:
  Kirlic, Namik ; Colaizzi, Janna M. ; Cosgrove, Kelly T. ; Cohen, Zsofia P. ; Yeh, Hung-Wen ; Breslin, Florence ; Morris, Amanda S. ; Aupperle, Robin L. ; Singh, Manpreet K. ; Paulus, Martin P.
• Description:
  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 Development| (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.
• Subjects:
  Adolescent Adolescent Development Article Child Cognition Humans Mental Disorders Mental Health Sleep
• Source:
  Child Dev. 92(5):2035-2052
• Pubmed ID:
  33900639
• Pubmed Central ID:
  PMC8478798
• Document Type:
  Journal Article
• Funding:
  MD/NIMHD NIH HHSUnited States/ ; National Institute of Aging/ ; Allergan, and the Brain and Behavior Research Foundation/ ; U24 DA041123/DA/NIDA NIH HHSUnited States/ ; U01 DA041156/DA/NIDA NIH HHSUnited States/ ; NIH Office of Research on Women's Health/ ; U01 DA050989/DA/NIDA NIH HHSUnited States/ ; NS/NINDS NIH HHSUnited States/ ; U01 DA041089/DA/NIDA NIH HHSUnited States/ ; U01 DA041117/DA/NIDA NIH HHSUnited States/ ; National Science Foundation/ ; NIH Office of Behavioral and Social Sciences Research/ ; P20 GM121312/GM/NIGMS NIH HHSUnited States/ ; Stanford's Maternal Child Health Research Institute/ ; U24 DA041147/DA/NIDA NIH HHSUnited States/ ; HL/NHLBI NIH HHSUnited States/ ; U01 DA041120/DA/NIDA NIH HHSUnited States/ ; F31 HD103340/HD/NICHD NIH HHSUnited States/ ; U01 DA041134/DA/NIDA NIH HHSUnited States/ ; U01 DA041022/DA/NIDA NIH HHSUnited States/ ; K23 MH108707/MH/NIMH NIH HHSUnited States/ ; U01 DA041106/DA/NIDA NIH HHSUnited States/ ; National Endowment for the Arts/ ; U01 DA041028/DA/NIDA NIH HHSUnited States/ ; U01 DA041048/DA/NIDA NIH HHSUnited States/ ; U01 DA041148/DA/NIDA NIH HHSUnited States/ ; PCORI/Patient-Centered Outcomes Research InstituteUnited States/ ; Johnson and Johnson/ ; National Institute of Justice/ ; William K. Warrent Foundation/ ; U01 DA041174/DA/NIDA NIH HHSUnited States/ ; CC/CDC HHSUnited States/
• Volume:
  92
• Issue:
  5
• Collection(s):
  CDC Public Access
• Main Document Checksum:
  urn:sha256:5e7d711c5ad65b37250eb837d90ba866556e5548f0750cfdfe3752aae8c33bca
• Download URL:
  https://stacks.cdc.gov/view/cdc/110316/cdc_110316_DS1.pdf
• File Type:
  [PDF - 651.99 KB ]