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Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender

Introduction. Behavioral inattention, working memory (WM), and academic achievement share significant variance, but the direction of relationships across development is unknown. The aim of the present study was to determine whether WM mediates the pathway between inattentive behaviour and subsequent...

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Autores principales: Gray, Sarah A., Rogers, Maria, Martinussen, Rhonda, Tannock, Rosemary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451022/
https://www.ncbi.nlm.nih.gov/pubmed/26038714
http://dx.doi.org/10.7717/peerj.939
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author Gray, Sarah A.
Rogers, Maria
Martinussen, Rhonda
Tannock, Rosemary
author_facet Gray, Sarah A.
Rogers, Maria
Martinussen, Rhonda
Tannock, Rosemary
author_sort Gray, Sarah A.
collection PubMed
description Introduction. Behavioral inattention, working memory (WM), and academic achievement share significant variance, but the direction of relationships across development is unknown. The aim of the present study was to determine whether WM mediates the pathway between inattentive behaviour and subsequent academic outcomes. Methods. 204 students from grades 1–4 (49.5% female) were recruited from elementary schools. Participants received assessments of WM and achievement at baseline and one year later. WM measures included a visual-spatial storage task and auditory-verbal storage and manipulation tasks. Teachers completed the SWAN behaviour rating scale both years. Mediation analysis with PROCESS (Hayes, 2013) was used to determine mediation pathways. Results. Teacher-rated inattention indirectly influenced math addition fluency, subtraction fluency and calculation scores through its effect on visual-spatial WM, only for boys. There was a direct relationship between inattention and math outcomes one year later for girls and boys. Children who displayed better attention had higher WM scores, and children with higher WM scores had stronger scores on math outcomes. Bias-corrected bootstrap confidence intervals for the indirect effects were entirely below zero for boys, for the three math outcomes. WM did not mediate the direct relationship between inattention and reading scores. Discussion. Findings identify inattention and WM as longitudinal predictors for math addition and subtraction fluency and math calculation outcomes one year later, with visual-spatial WM as a significant mediator for boys. Results highlight the close relationship between inattention and WM and their importance in the development of math skills.
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spelling pubmed-44510222015-06-02 Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender Gray, Sarah A. Rogers, Maria Martinussen, Rhonda Tannock, Rosemary PeerJ Psychiatry and Psychology Introduction. Behavioral inattention, working memory (WM), and academic achievement share significant variance, but the direction of relationships across development is unknown. The aim of the present study was to determine whether WM mediates the pathway between inattentive behaviour and subsequent academic outcomes. Methods. 204 students from grades 1–4 (49.5% female) were recruited from elementary schools. Participants received assessments of WM and achievement at baseline and one year later. WM measures included a visual-spatial storage task and auditory-verbal storage and manipulation tasks. Teachers completed the SWAN behaviour rating scale both years. Mediation analysis with PROCESS (Hayes, 2013) was used to determine mediation pathways. Results. Teacher-rated inattention indirectly influenced math addition fluency, subtraction fluency and calculation scores through its effect on visual-spatial WM, only for boys. There was a direct relationship between inattention and math outcomes one year later for girls and boys. Children who displayed better attention had higher WM scores, and children with higher WM scores had stronger scores on math outcomes. Bias-corrected bootstrap confidence intervals for the indirect effects were entirely below zero for boys, for the three math outcomes. WM did not mediate the direct relationship between inattention and reading scores. Discussion. Findings identify inattention and WM as longitudinal predictors for math addition and subtraction fluency and math calculation outcomes one year later, with visual-spatial WM as a significant mediator for boys. Results highlight the close relationship between inattention and WM and their importance in the development of math skills. PeerJ Inc. 2015-05-19 /pmc/articles/PMC4451022/ /pubmed/26038714 http://dx.doi.org/10.7717/peerj.939 Text en © 2015 Gray et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Psychiatry and Psychology
Gray, Sarah A.
Rogers, Maria
Martinussen, Rhonda
Tannock, Rosemary
Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
title Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
title_full Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
title_fullStr Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
title_full_unstemmed Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
title_short Longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
title_sort longitudinal relations among inattention, working memory, and academic achievement: testing mediation and the moderating role of gender
topic Psychiatry and Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451022/
https://www.ncbi.nlm.nih.gov/pubmed/26038714
http://dx.doi.org/10.7717/peerj.939
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