Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.
Department of Curriculum, Instruction, and Foundational Studies, College of Education, Boise State University, Boise, ID, USA.
Int J Behav Nutr Phys Act. 2022 Aug 30;19(1):110. doi: 10.1186/s12966-022-01348-3.
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.
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.
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.
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.
This study was registered with the National Institutes of Health (NIH) ClinicalTrials.gov system, with ID NCT03765047 . Registered 05 December 2018-Retrospectively registered.
许多儿童没有进行足够的身体活动,而学校为儿童提供了一个独特的场所,让他们达到每天推荐的 60 分钟中等到剧烈的身体活动(MVPA)。先前研究 MVPA 对学业成绩的影响尚无定论,很少有研究调查这种关系的潜在调节因素。本研究考察了学生层面的特征(性别、种族/民族、免费/降价午餐状况)和学校层面的特征(有资格获得免费/降价午餐的学生比例、身体活动环境和机会)是否调节 MVPA 与学业成绩之间的关系。
在佐治亚州一个大型的多元化大都市公立学区,从 40 所小学招募了 4936 名四年级学生。学生佩戴加速度计,在三个学期(2018 年秋季、2019 年春季、2019 年秋季)共进行了 15 天的学校日 MVPA 测量。学业成绩数据包括数学、阅读、拼写的课程成绩(分数),以及写作、数学、阅读和 Lexile(阅读评估)的标准化考试成绩,在基线(三年级,年龄 8-9 岁)和四年级(年龄 9-10 岁)随访时收集。由于 COVID-19 相关干扰,五年级(年龄 10-11 岁)未测量标准化考试成绩。多层模型评估了学生层面和/或学校层面的特征是否在 MVPA 与学业成绩的横断面和纵向关系中起调节作用。
横断面分析表明,MVPA 和 AA 关系仅受学生西班牙裔种族的调节,四年级秋季拼写成绩(β= -0.159,p<0.001)。学校体育活动机会(β= -0.128(p<0.001)也调节了四年级秋季拼写成绩的关系。纵向来看,MVPA 与学业成绩之间没有显著的调节关系。学生性别、免费/降价午餐状况、种族/民族;也没有调节学校层面的因素,包括有资格获得免费/降价午餐的学生比例、身体活动环境和身体活动机会。
总体而言,我们的结果表明,学生或学校层面的特征并没有调节 MVPA 与学业成绩的关系。尽管某些结果的统计学意义显著,但实际差异可以忽略不计。在本研究人群中,基于学生性别、种族/民族、免费/降价午餐,以及学校特征,学校为基础的 MVPA 似乎不会对学业成绩产生不同的影响。
本研究在 NIH 临床试验.gov 系统中注册,注册号为 NCT03765047。2018 年 12 月 5 日注册-回顾性注册。