Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA 30322.
J Sch Health. 2018 Oct;88(10):707-716. doi: 10.1111/josh.12678.
Academic achievement is influenced by factors at the student, school, and community levels. We estimated the effect of cardiorespiratory fitness performance on academic performance at the school level in Georgia elementary schools and examined effect modification by sociodemographic factors.
This study is a repeat cross-sectional analysis of Georgia elementary schools between 2011 and 2014 (approximately 1138 schools per year). Multivariable beta regression estimated the effect of the proportion of 4th and 5th graders meeting cardiorespiratory fitness standards on the proportion of 5th graders passing standardized tests for Reading, English and Language Arts, Mathematics, Science, and Social Studies and considered potential interaction by school-level socioeconomic status (SES), racial composition, and urbanity.
There was a 0.15 higher estimated odds (OR: 1.15 (1.09, 1.22)) of passing the mathematics standardized test for every 10-percentage-point increase in school-level cardiorespiratory fitness among high-SES schools and 0.04 higher odds (OR: 1.04 (1.02, 1.05)) for low-SES schools. This pattern was similar for other academic subjects. No effect modification by racial composition or urbanity was observed for any academic subject.
Promoting physical fitness may be effective in improving academic performance among high-SES schools, but additional strategies may be needed among lower-SES schools.
学业成绩受学生、学校和社区层面因素的影响。我们评估了佐治亚州小学学生心肺适能表现对学校学业成绩的影响,并检验了社会人口因素的调节作用。
这是 2011 年至 2014 年间佐治亚州小学的一项重复横断面分析(每年约有 1138 所学校)。多变量β回归估计了达到心肺适能标准的 4 年级和 5 年级学生比例对 5 年级学生通过阅读、英语和语言艺术、数学、科学和社会研究标准化测试的比例的影响,并考虑了学校层面社会经济地位(SES)、种族构成和城市化程度的潜在交互作用。
在 SES 较高的学校中,学校层面心肺适能每增加 10 个百分点,通过数学标准化测试的几率估计增加 15%(OR:1.15(1.09,1.22)),SES 较低的学校的几率增加 4%(OR:1.04(1.02,1.05))。对于其他学术科目,也存在类似的模式。对于任何学术科目,种族构成或城市化程度都没有观察到调节作用。
在 SES 较高的学校中,促进身体健康可能有效提高学业成绩,但 SES 较低的学校可能需要采取额外的策略。