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Physical activity and academic achievement: an analysis of potential student- and school-level moderators
BACKGROUND: Many children do not engage in sufficient physical activity, and schools provide a unique venue for children to reach their recommended 60 daily minutes of moderate-to-vigorous physical activity (MVPA). Prior research examining effects of MVPA on academic achievement is inconclusive, and...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9425813/ https://www.ncbi.nlm.nih.gov/pubmed/36042515 http://dx.doi.org/10.1186/s12966-022-01348-3 |
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author | Behringer, Hannah K. Saksvig, Emilie R. Boedeker, Peter J. Elish, Paul N. Kay, Christi M. Calvert, Hannah G. Meyer, Adria M. Gazmararian, Julie A. |
author_facet | Behringer, Hannah K. Saksvig, Emilie R. Boedeker, Peter J. Elish, Paul N. Kay, Christi M. Calvert, Hannah G. Meyer, Adria M. Gazmararian, Julie A. |
author_sort | Behringer, Hannah K. |
collection | PubMed |
description | BACKGROUND: Many children do not engage in sufficient physical activity, and schools provide a unique venue for children to reach their recommended 60 daily minutes of moderate-to-vigorous physical activity (MVPA). Prior research examining effects of MVPA on academic achievement is inconclusive, and few studies have investigated potential moderators of this relationship. This study examined whether student-level characteristics (gender, race/ethnicity, free/reduced-price lunch status) and school-level characteristics (proportion of students qualifying for free/reduced-price lunch, physical activity environment and opportunities) moderate the relationship between MVPA and academic achievement. METHODS: In a large, diverse metropolitan public school district in Georgia, 4,936 students in Grade 4 were recruited from 40 elementary schools. Students wore accelerometers to measure school-day MVPA for a total of 15 days across three semesters (fall 2018, spring 2019, fall 2019). Academic achievement data, including course marks (grades) for math, reading, spelling, and standardized test scores in writing, math, reading, and Lexile (reading assessment), were collected at baseline (Grade 3, ages 8–9) and at follow-up in Grade 4 (ages 9–10). Standardized test scores were not measured in Grade 5 (ages 10–11) due to COVID-19-related disruptions. Multilevel modeling assessed whether student-level and/or school-level characteristics were moderators in the cross-sectional and longitudinal MVPA-academic achievement relationship. RESULTS: Cross sectional analyses indicated that the MVPA and AA relationship was moderated only by student Hispanic ethnicity for Grade 4 fall spelling marks (β = -0.159 p < 0.001). The relationship for Grade 4 fall spelling marks was also moderated by school physical activity opportunities (β = -0.128 (p < 0.001). Longitudinally, there was no significant moderation of the MVPA-academic achievement. A relationship by student gender, free/reduced-price lunch status, race/ethnicity; nor for school-level factors including proportion of students qualifying for free/reduced-price lunch, physical activity environment, and physical activity opportunities. CONCLUSIONS: Overall, our results did not suggest that student- or school-level characteristics moderate the MVPA-academic achievement relationship. While statistically significant results were observed for certain outcomes, practical differences were negligible. In this population, school-based MVPA does not appear to differently affect academic performance based on student gender, race/ethnicity, free/reduced-price lunch, nor school characteristics. TRIAL REGISTRATION: This study was registered with the National Institutes of Health (NIH) ClinicalTrials.gov system, with ID NCT03765047. Registered 05 December 2018—Retrospectively registered. |
format | Online Article Text |
id | pubmed-9425813 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94258132022-08-30 Physical activity and academic achievement: an analysis of potential student- and school-level moderators Behringer, Hannah K. Saksvig, Emilie R. Boedeker, Peter J. Elish, Paul N. Kay, Christi M. Calvert, Hannah G. Meyer, Adria M. Gazmararian, Julie A. Int J Behav Nutr Phys Act Research BACKGROUND: Many children do not engage in sufficient physical activity, and schools provide a unique venue for children to reach their recommended 60 daily minutes of moderate-to-vigorous physical activity (MVPA). Prior research examining effects of MVPA on academic achievement is inconclusive, and few studies have investigated potential moderators of this relationship. This study examined whether student-level characteristics (gender, race/ethnicity, free/reduced-price lunch status) and school-level characteristics (proportion of students qualifying for free/reduced-price lunch, physical activity environment and opportunities) moderate the relationship between MVPA and academic achievement. METHODS: In a large, diverse metropolitan public school district in Georgia, 4,936 students in Grade 4 were recruited from 40 elementary schools. Students wore accelerometers to measure school-day MVPA for a total of 15 days across three semesters (fall 2018, spring 2019, fall 2019). Academic achievement data, including course marks (grades) for math, reading, spelling, and standardized test scores in writing, math, reading, and Lexile (reading assessment), were collected at baseline (Grade 3, ages 8–9) and at follow-up in Grade 4 (ages 9–10). Standardized test scores were not measured in Grade 5 (ages 10–11) due to COVID-19-related disruptions. Multilevel modeling assessed whether student-level and/or school-level characteristics were moderators in the cross-sectional and longitudinal MVPA-academic achievement relationship. RESULTS: Cross sectional analyses indicated that the MVPA and AA relationship was moderated only by student Hispanic ethnicity for Grade 4 fall spelling marks (β = -0.159 p < 0.001). The relationship for Grade 4 fall spelling marks was also moderated by school physical activity opportunities (β = -0.128 (p < 0.001). Longitudinally, there was no significant moderation of the MVPA-academic achievement. A relationship by student gender, free/reduced-price lunch status, race/ethnicity; nor for school-level factors including proportion of students qualifying for free/reduced-price lunch, physical activity environment, and physical activity opportunities. CONCLUSIONS: Overall, our results did not suggest that student- or school-level characteristics moderate the MVPA-academic achievement relationship. While statistically significant results were observed for certain outcomes, practical differences were negligible. In this population, school-based MVPA does not appear to differently affect academic performance based on student gender, race/ethnicity, free/reduced-price lunch, nor school characteristics. TRIAL REGISTRATION: This study was registered with the National Institutes of Health (NIH) ClinicalTrials.gov system, with ID NCT03765047. Registered 05 December 2018—Retrospectively registered. BioMed Central 2022-08-30 /pmc/articles/PMC9425813/ /pubmed/36042515 http://dx.doi.org/10.1186/s12966-022-01348-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Behringer, Hannah K. Saksvig, Emilie R. Boedeker, Peter J. Elish, Paul N. Kay, Christi M. Calvert, Hannah G. Meyer, Adria M. Gazmararian, Julie A. Physical activity and academic achievement: an analysis of potential student- and school-level moderators |
title | Physical activity and academic achievement: an analysis of potential student- and school-level moderators |
title_full | Physical activity and academic achievement: an analysis of potential student- and school-level moderators |
title_fullStr | Physical activity and academic achievement: an analysis of potential student- and school-level moderators |
title_full_unstemmed | Physical activity and academic achievement: an analysis of potential student- and school-level moderators |
title_short | Physical activity and academic achievement: an analysis of potential student- and school-level moderators |
title_sort | physical activity and academic achievement: an analysis of potential student- and school-level moderators |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9425813/ https://www.ncbi.nlm.nih.gov/pubmed/36042515 http://dx.doi.org/10.1186/s12966-022-01348-3 |
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