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Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression
INTRODUCTION: A growing body of literature reveals the causal pathways between physical activity and brain function, indicating that increasing physical activity among children could improve rather than undermine their scholastic performance. However, past studies of physical activity and scholastic...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4361627/ https://www.ncbi.nlm.nih.gov/pubmed/25774525 http://dx.doi.org/10.1371/journal.pone.0115483 |
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author | Zhang, Yunting Zhang, Donglan Jiang, Yanrui Sun, Wanqi Wang, Yan Chen, Wenjuan Li, Shenghui Shi, Lu Shen, Xiaoming Zhang, Jun Jiang, Fan |
author_facet | Zhang, Yunting Zhang, Donglan Jiang, Yanrui Sun, Wanqi Wang, Yan Chen, Wenjuan Li, Shenghui Shi, Lu Shen, Xiaoming Zhang, Jun Jiang, Fan |
author_sort | Zhang, Yunting |
collection | PubMed |
description | INTRODUCTION: A growing body of literature reveals the causal pathways between physical activity and brain function, indicating that increasing physical activity among children could improve rather than undermine their scholastic performance. However, past studies of physical activity and scholastic performance among students often relied on parent-reported grade information, and did not explore whether the association varied among different levels of scholastic performance. Our study among fifth-grade students in Shanghai sought to determine the association between regular physical activity and teacher-reported academic performance scores (APS), with special attention to the differential associational patterns across different strata of scholastic performance. METHOD: A total of 2,225 students were chosen through a stratified random sampling, and a complete sample of 1470 observations were used for analysis. We used a quantile regression analysis to explore whether the association between physical activity and teacher-reported APS differs by distribution of APS. RESULTS: Minimal-intensity physical activity such as walking was positively associated with academic performance scores (β = 0.13, SE = 0.04). The magnitude of the association tends to be larger at the lower end of the APS distribution (β = 0.24, SE = 0.08) than in the higher end of the distribution (β = 0.00, SE = 0.07). CONCLUSION: Based upon teacher-reported student academic performance, there is no evidence that spending time on frequent physical activity would undermine student’s APS. Those students who are below the average in their academic performance could be worse off in academic performance if they give up minimal-intensity physical activity. Therefore, cutting physical activity time in schools could hurt the scholastic performance among those students who were already at higher risk for dropping out due to inadequate APS. |
format | Online Article Text |
id | pubmed-4361627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43616272015-03-23 Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression Zhang, Yunting Zhang, Donglan Jiang, Yanrui Sun, Wanqi Wang, Yan Chen, Wenjuan Li, Shenghui Shi, Lu Shen, Xiaoming Zhang, Jun Jiang, Fan PLoS One Research Article INTRODUCTION: A growing body of literature reveals the causal pathways between physical activity and brain function, indicating that increasing physical activity among children could improve rather than undermine their scholastic performance. However, past studies of physical activity and scholastic performance among students often relied on parent-reported grade information, and did not explore whether the association varied among different levels of scholastic performance. Our study among fifth-grade students in Shanghai sought to determine the association between regular physical activity and teacher-reported academic performance scores (APS), with special attention to the differential associational patterns across different strata of scholastic performance. METHOD: A total of 2,225 students were chosen through a stratified random sampling, and a complete sample of 1470 observations were used for analysis. We used a quantile regression analysis to explore whether the association between physical activity and teacher-reported APS differs by distribution of APS. RESULTS: Minimal-intensity physical activity such as walking was positively associated with academic performance scores (β = 0.13, SE = 0.04). The magnitude of the association tends to be larger at the lower end of the APS distribution (β = 0.24, SE = 0.08) than in the higher end of the distribution (β = 0.00, SE = 0.07). CONCLUSION: Based upon teacher-reported student academic performance, there is no evidence that spending time on frequent physical activity would undermine student’s APS. Those students who are below the average in their academic performance could be worse off in academic performance if they give up minimal-intensity physical activity. Therefore, cutting physical activity time in schools could hurt the scholastic performance among those students who were already at higher risk for dropping out due to inadequate APS. Public Library of Science 2015-03-16 /pmc/articles/PMC4361627/ /pubmed/25774525 http://dx.doi.org/10.1371/journal.pone.0115483 Text en © 2015 Zhang 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zhang, Yunting Zhang, Donglan Jiang, Yanrui Sun, Wanqi Wang, Yan Chen, Wenjuan Li, Shenghui Shi, Lu Shen, Xiaoming Zhang, Jun Jiang, Fan Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression |
title | Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression |
title_full | Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression |
title_fullStr | Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression |
title_full_unstemmed | Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression |
title_short | Association between Physical Activity and Teacher-Reported Academic Performance among Fifth-Graders in Shanghai: A Quantile Regression |
title_sort | association between physical activity and teacher-reported academic performance among fifth-graders in shanghai: a quantile regression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4361627/ https://www.ncbi.nlm.nih.gov/pubmed/25774525 http://dx.doi.org/10.1371/journal.pone.0115483 |
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