Physical activity and obesity mediate the association between childhood motor function and adolescents' academic achievement
The global epidemic of obesity and physical inactivity may have detrimental implications for young people's cognitive function and academic achievement. This prospective study investigated whether childhood motor function predicts later academic achievement via physical activity, fitness, and o...
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creator | Kantomaa, Marko T. Stamatakis, Emmanuel Kankaanpää, Anna Kaakinen, Marika Rodriguez, Alina Taanila, Anja Ahonen, Timo Järvelin, Marjo-Riitta Tammelin, Tuija |
description | The global epidemic of obesity and physical inactivity may have detrimental implications for young people's cognitive function and academic achievement. This prospective study investigated whether childhood motor function predicts later academic achievement via physical activity, fitness, and obesity. The study sample included 8,061 children from the Northern Finland Birth Cohort 1986, which contains data about parent-reported motor function at age 8 y and self-reported physical activity, predicted cardiorespiratory fitness (cycle ergometer test), obesity (body weight and height), and academic achievement (grades) at age 16 y. Structural equation models with unstandardized (B) and standardized (β) coefficients were used to test whether, and to what extent, physical activity, cardiorespiratory fitness, and obesity at age 16 mediated the association between childhood motor function and adolescents' academic achievement. Physical activity was associated with a higher grade-point average, and obesity was associated with a lower grade-point average in adolescence. Furthermore, compromised motor function in childhood had a negative indirect effect on adolescents' academic achievement via physical inactivity (B = -0.023, 95% confidence interval = -0.031, -0.015) and obesity (B = -0.025, 95% confidence interval = -0.039, -0.011), but not via cardiorespiratory fitness. These results suggest that physical activity and obesity may mediate the association between childhood motor function and adolescents' academic achievement. Compromised motor function in childhood may represent an important factor driving the effects of obesity and physical inactivity on academic underachievement. |
doi_str_mv | 10.1073/pnas.1214574110 |
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This prospective study investigated whether childhood motor function predicts later academic achievement via physical activity, fitness, and obesity. The study sample included 8,061 children from the Northern Finland Birth Cohort 1986, which contains data about parent-reported motor function at age 8 y and self-reported physical activity, predicted cardiorespiratory fitness (cycle ergometer test), obesity (body weight and height), and academic achievement (grades) at age 16 y. Structural equation models with unstandardized (B) and standardized (β) coefficients were used to test whether, and to what extent, physical activity, cardiorespiratory fitness, and obesity at age 16 mediated the association between childhood motor function and adolescents' academic achievement. Physical activity was associated with a higher grade-point average, and obesity was associated with a lower grade-point average in adolescence. Furthermore, compromised motor function in childhood had a negative indirect effect on adolescents' academic achievement via physical inactivity (B = -0.023, 95% confidence interval = -0.031, -0.015) and obesity (B = -0.025, 95% confidence interval = -0.039, -0.011), but not via cardiorespiratory fitness. These results suggest that physical activity and obesity may mediate the association between childhood motor function and adolescents' academic achievement. Compromised motor function in childhood may represent an important factor driving the effects of obesity and physical inactivity on academic underachievement.</description><identifier>ISSN: 0027-8424</identifier><identifier>ISSN: 1091-6490</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.1214574110</identifier><identifier>PMID: 23277558</identifier><identifier>CODEN: PNASA6</identifier><language>eng</language><publisher>Washington, DC: National Academy of Sciences</publisher><subject>Academic achievement ; Academic learning ; Academic performance ; Achievement ; Adolescent ; Adolescents ; Biological and medical sciences ; Biological Sciences ; Body Mass Index ; Body Weight ; Child ; Childhood ; Children ; Children & youth ; Cognition & reasoning ; Educational psychology ; Educational Status ; Epidemics ; Exercise ; Exercise - physiology ; Female ; Finland ; Fundamental and applied biological sciences. Psychology ; Health Status ; Health Surveys - methods ; Health Surveys - statistics & numerical data ; Humans ; Male ; Mathematical functions ; Motor ability ; Motor skills ; Multivariate Analysis ; Obesity ; Obesity - physiopathology ; Overweight ; Physical Fitness - physiology ; Prospective Studies ; Psychology. Psychoanalysis. Psychiatry ; Psychology. Psychophysiology ; Pupil and student. Academic achievement and failure ; Regression Analysis ; Social Sciences ; Surveys and Questionnaires</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2013-01, Vol.110 (5), p.1917-1922</ispartof><rights>copyright © 1993-2008 National Academy of Sciences of the United States of America</rights><rights>2015 INIST-CNRS</rights><rights>Copyright National Academy of Sciences Jan 29, 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c600t-955ab8cc57fd8bbdc83e73843a50b44987ce698df12f6e1089da183d5ce48bad3</citedby><cites>FETCH-LOGICAL-c600t-955ab8cc57fd8bbdc83e73843a50b44987ce698df12f6e1089da183d5ce48bad3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.pnas.org/content/110/5.cover.gif</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/41992140$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/41992140$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,727,780,784,803,885,27924,27925,53791,53793,58017,58250</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27204577$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23277558$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-18531$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Kantomaa, Marko T.</creatorcontrib><creatorcontrib>Stamatakis, Emmanuel</creatorcontrib><creatorcontrib>Kankaanpää, Anna</creatorcontrib><creatorcontrib>Kaakinen, Marika</creatorcontrib><creatorcontrib>Rodriguez, Alina</creatorcontrib><creatorcontrib>Taanila, Anja</creatorcontrib><creatorcontrib>Ahonen, Timo</creatorcontrib><creatorcontrib>Järvelin, Marjo-Riitta</creatorcontrib><creatorcontrib>Tammelin, Tuija</creatorcontrib><title>Physical activity and obesity mediate the association between childhood motor function and adolescents' academic achievement</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>The global epidemic of obesity and physical inactivity may have detrimental implications for young people's cognitive function and academic achievement. This prospective study investigated whether childhood motor function predicts later academic achievement via physical activity, fitness, and obesity. The study sample included 8,061 children from the Northern Finland Birth Cohort 1986, which contains data about parent-reported motor function at age 8 y and self-reported physical activity, predicted cardiorespiratory fitness (cycle ergometer test), obesity (body weight and height), and academic achievement (grades) at age 16 y. Structural equation models with unstandardized (B) and standardized (β) coefficients were used to test whether, and to what extent, physical activity, cardiorespiratory fitness, and obesity at age 16 mediated the association between childhood motor function and adolescents' academic achievement. Physical activity was associated with a higher grade-point average, and obesity was associated with a lower grade-point average in adolescence. Furthermore, compromised motor function in childhood had a negative indirect effect on adolescents' academic achievement via physical inactivity (B = -0.023, 95% confidence interval = -0.031, -0.015) and obesity (B = -0.025, 95% confidence interval = -0.039, -0.011), but not via cardiorespiratory fitness. These results suggest that physical activity and obesity may mediate the association between childhood motor function and adolescents' academic achievement. Compromised motor function in childhood may represent an important factor driving the effects of obesity and physical inactivity on academic underachievement.</description><subject>Academic achievement</subject><subject>Academic learning</subject><subject>Academic performance</subject><subject>Achievement</subject><subject>Adolescent</subject><subject>Adolescents</subject><subject>Biological and medical sciences</subject><subject>Biological Sciences</subject><subject>Body Mass Index</subject><subject>Body Weight</subject><subject>Child</subject><subject>Childhood</subject><subject>Children</subject><subject>Children & youth</subject><subject>Cognition & reasoning</subject><subject>Educational psychology</subject><subject>Educational Status</subject><subject>Epidemics</subject><subject>Exercise</subject><subject>Exercise - physiology</subject><subject>Female</subject><subject>Finland</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Health Status</subject><subject>Health Surveys - methods</subject><subject>Health Surveys - statistics & numerical data</subject><subject>Humans</subject><subject>Male</subject><subject>Mathematical functions</subject><subject>Motor ability</subject><subject>Motor skills</subject><subject>Multivariate Analysis</subject><subject>Obesity</subject><subject>Obesity - physiopathology</subject><subject>Overweight</subject><subject>Physical Fitness - physiology</subject><subject>Prospective Studies</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychology. Psychophysiology</subject><subject>Pupil and student. 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This prospective study investigated whether childhood motor function predicts later academic achievement via physical activity, fitness, and obesity. The study sample included 8,061 children from the Northern Finland Birth Cohort 1986, which contains data about parent-reported motor function at age 8 y and self-reported physical activity, predicted cardiorespiratory fitness (cycle ergometer test), obesity (body weight and height), and academic achievement (grades) at age 16 y. Structural equation models with unstandardized (B) and standardized (β) coefficients were used to test whether, and to what extent, physical activity, cardiorespiratory fitness, and obesity at age 16 mediated the association between childhood motor function and adolescents' academic achievement. Physical activity was associated with a higher grade-point average, and obesity was associated with a lower grade-point average in adolescence. Furthermore, compromised motor function in childhood had a negative indirect effect on adolescents' academic achievement via physical inactivity (B = -0.023, 95% confidence interval = -0.031, -0.015) and obesity (B = -0.025, 95% confidence interval = -0.039, -0.011), but not via cardiorespiratory fitness. These results suggest that physical activity and obesity may mediate the association between childhood motor function and adolescents' academic achievement. Compromised motor function in childhood may represent an important factor driving the effects of obesity and physical inactivity on academic underachievement.</abstract><cop>Washington, DC</cop><pub>National Academy of Sciences</pub><pmid>23277558</pmid><doi>10.1073/pnas.1214574110</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Academic achievement Academic learning Academic performance Achievement Adolescent Adolescents Biological and medical sciences Biological Sciences Body Mass Index Body Weight Child Childhood Children Children & youth Cognition & reasoning Educational psychology Educational Status Epidemics Exercise Exercise - physiology Female Finland Fundamental and applied biological sciences. Psychology Health Status Health Surveys - methods Health Surveys - statistics & numerical data Humans Male Mathematical functions Motor ability Motor skills Multivariate Analysis Obesity Obesity - physiopathology Overweight Physical Fitness - physiology Prospective Studies Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Pupil and student. Academic achievement and failure Regression Analysis Social Sciences Surveys and Questionnaires |
title | Physical activity and obesity mediate the association between childhood motor function and adolescents' academic achievement |
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