Details:

Alternative Title:
Child Dev
Publisher's site:
http://dx.doi.org/10.1111/cdev.13578
Personal Author:
Kirlic, Namik ; Colaizzi, Janna M. ; Cosgrove, Kelly T. ; Cohen, Zsofia P. ; Yeh, Hung-Wen ; ... More +
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. Less -
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.
Subject:
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Article
Source:
Child Dev. 92(5):2035-2052
Pubmed ID:
33900639
Pubmed Central ID:
PMC8478798
Document Type:
Journal Article
Funding:
MD/NIMHD NIH HHSUnited States/ ; U01DA041117/NH/NIH HHSUnited States/ ; U01 DA041156/DA/NIDA NIH HHSUnited States/ ; U24DA041123/NH/NIH HHSUnited States/ ; NIH Office of Research on Women's Health/ ; ... More +
MD/NIMHD NIH HHSUnited States/ ; U01DA041117/NH/NIH HHSUnited States/ ; U01 DA041156/DA/NIDA NIH HHSUnited States/ ; U24DA041123/NH/NIH HHSUnited States/ ; NIH Office of Research on Women's Health/ ; 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/ ; U01DA041120/NH/NIH HHSUnited States/ ; P20GM121312/GM/NIGMS NIH HHSUnited States/ ; National Institute of Aging/ ; U01DA041148/NH/NIH HHSUnited States/ ; MH/NIMH NIH HHSUnited States/ ; Allergan, and the Brain and Behavior Research Foundation/ ; U24 DA041123/DA/NIDA NIH HHSUnited States/ ; U01DA041028/NH/NIH HHSUnited States/ ; U01 DA041134/DA/NIDA NIH HHSUnited States/ ; U01 DA041022/DA/NIDA NIH HHSUnited States/ ; U24DA041147/NH/NIH HHSUnited States/ ; U01DA041106/NH/NIH HHSUnited States/ ; U01 DA050989/DA/NIDA NIH HHSUnited States/ ; U01DA041022/NH/NIH HHSUnited States/ ; NS/NINDS NIH HHSUnited States/ ; U01 DA041106/DA/NIDA NIH HHSUnited States/ ; National Endowment for the Arts/ ; U01DA041048/NH/NIH HHSUnited States/ ; U01 DA041028/DA/NIDA NIH HHSUnited States/ ; U01 DA041048/DA/NIDA NIH HHSUnited States/ ; U01DA041089/NH/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/ ; U01DA041174/NH/NIH HHSUnited States/ ; U01DA041134/NH/NIH HHSUnited States/ ; U01 DA041174/DA/NIDA NIH HHSUnited States/ ; CC/CDC HHSUnited States/ ; U01DA041156/NH/NIH HHSUnited States/ Less -
Collection(s):
CDC Public Access
Main Document Checksum:
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urn:sha256:5e7d711c5ad65b37250eb837d90ba866556e5548f0750cfdfe3752aae8c33bca
Download URL:
https://stacks.cdc.gov/view/cdc/110316/cdc_110316_DS1.pdf
File Type:

Supporting Files

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  	NIHMS1706920-supplement-Supplementary_Material.docx	docx

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