Association between physical activity and teacher-reported academic performance among fifth-graders in Shanghai: a quantile regression

PLoS One. 2015 Mar 16;10(3):e0115483. doi: 10.1371/journal.pone.0115483. eCollection 2015.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Child
  • China
  • Educational Measurement / statistics & numerical data*
  • Faculty*
  • Female
  • Humans
  • Male
  • Motor Activity*
  • Regression Analysis
  • Schools / statistics & numerical data*
  • Students / statistics & numerical data*

Grants and funding

The study was supported by Chinese National Natural Science Foundation (81422040,81172685); MOE New Century Excellent Talents (NCET-13-0362); Ministry of Science and Technology (2010CB535000); Ministry of Health(201002006), Shanghai Science and Technology Commission (12411950405, 13QH1401800); Shanghai Municipal Committee of Education (11SG19), Shanghai Key Discipline of Public Health. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.