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The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth
BACKGROUND: Some studies have found positive associations between physical fitness and academic achievements. Pupils’ academic achievements should indicate scholastic abilities to commence a post-compulsory education. However, the effect magnitude of physical fitness and academic achievements on com...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5594547/ https://www.ncbi.nlm.nih.gov/pubmed/28893221 http://dx.doi.org/10.1186/s12889-017-4712-y |
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author | Andersen, Mikkel Porsborg Starkof, Liis Sessa, Maurizio Mortensen, Rikke Nørmark Vardinghus-Nielsen, Henrik Bøggild, Henrik Lange, Theis Torp-Pedersen, Christian |
author_facet | Andersen, Mikkel Porsborg Starkof, Liis Sessa, Maurizio Mortensen, Rikke Nørmark Vardinghus-Nielsen, Henrik Bøggild, Henrik Lange, Theis Torp-Pedersen, Christian |
author_sort | Andersen, Mikkel Porsborg |
collection | PubMed |
description | BACKGROUND: Some studies have found positive associations between physical fitness and academic achievements. Pupils’ academic achievements should indicate scholastic abilities to commence a post-compulsory education. However, the effect magnitude of physical fitness and academic achievements on commencement in post-compulsory education is unknown. We examined the pathways between physical fitness and academic achievement on pupils’ commencement in post-compulsory education. METHODS: This historical cohort study followed 530 girls and 554 boys from the Danish municipality of Aalborg in the period 2008–2014, 13 to 15 years old in 2010. Physical fitness was assessed through a watt-max cycle ergometer test represented as VO(2)max (mL·kg(−1)·min(−1)). Academic achievement, commencement status and information on covariates were obtained from Danish nationwide registers. Causal inference based mediation analysis was used to investigate the indirect and direct pathways by separating the total effect of physical fitness on post-compulsory education commencement. RESULTS: Adjusting for sex, age, ethnicity and socioeconomic status, the overall mediation analysis showed an odds ratio (OR) of 1.87 (95% confidence interval (CI): 1.30; 2.73) for the total effect, corresponding to an increase in odds of post-compulsory education commencement when the physical fitness was increased by 10 units of VO(2)max. The separated total effect showed a natural direct OR of 1.36 (95% CI: 0.93; 1.98) and a natural indirect (i.e., through academic achievement) OR of 1.37 (95% CI: 1.20; 1.57). Thus, 51% (95% CI: 27%; 122%) of the effect of physical fitness on post-compulsory education commencement was mediated through academic achievement. CONCLUSION: Physical fitness had a positive effect on post-compulsory education commencement. A substantial part of this effect was mediated through academic achievement. |
format | Online Article Text |
id | pubmed-5594547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-55945472017-09-14 The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth Andersen, Mikkel Porsborg Starkof, Liis Sessa, Maurizio Mortensen, Rikke Nørmark Vardinghus-Nielsen, Henrik Bøggild, Henrik Lange, Theis Torp-Pedersen, Christian BMC Public Health Research Article BACKGROUND: Some studies have found positive associations between physical fitness and academic achievements. Pupils’ academic achievements should indicate scholastic abilities to commence a post-compulsory education. However, the effect magnitude of physical fitness and academic achievements on commencement in post-compulsory education is unknown. We examined the pathways between physical fitness and academic achievement on pupils’ commencement in post-compulsory education. METHODS: This historical cohort study followed 530 girls and 554 boys from the Danish municipality of Aalborg in the period 2008–2014, 13 to 15 years old in 2010. Physical fitness was assessed through a watt-max cycle ergometer test represented as VO(2)max (mL·kg(−1)·min(−1)). Academic achievement, commencement status and information on covariates were obtained from Danish nationwide registers. Causal inference based mediation analysis was used to investigate the indirect and direct pathways by separating the total effect of physical fitness on post-compulsory education commencement. RESULTS: Adjusting for sex, age, ethnicity and socioeconomic status, the overall mediation analysis showed an odds ratio (OR) of 1.87 (95% confidence interval (CI): 1.30; 2.73) for the total effect, corresponding to an increase in odds of post-compulsory education commencement when the physical fitness was increased by 10 units of VO(2)max. The separated total effect showed a natural direct OR of 1.36 (95% CI: 0.93; 1.98) and a natural indirect (i.e., through academic achievement) OR of 1.37 (95% CI: 1.20; 1.57). Thus, 51% (95% CI: 27%; 122%) of the effect of physical fitness on post-compulsory education commencement was mediated through academic achievement. CONCLUSION: Physical fitness had a positive effect on post-compulsory education commencement. A substantial part of this effect was mediated through academic achievement. BioMed Central 2017-09-11 /pmc/articles/PMC5594547/ /pubmed/28893221 http://dx.doi.org/10.1186/s12889-017-4712-y Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Andersen, Mikkel Porsborg Starkof, Liis Sessa, Maurizio Mortensen, Rikke Nørmark Vardinghus-Nielsen, Henrik Bøggild, Henrik Lange, Theis Torp-Pedersen, Christian The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth |
title | The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth |
title_full | The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth |
title_fullStr | The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth |
title_full_unstemmed | The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth |
title_short | The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth |
title_sort | indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of danish school youth |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5594547/ https://www.ncbi.nlm.nih.gov/pubmed/28893221 http://dx.doi.org/10.1186/s12889-017-4712-y |
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