J Phys Act Health. 2018 Feb 1;15(2):135-143. doi: 10.1123/jpah.2017-0135. Epub 2017 Nov 27.
This study investigated the associations of subjectively and objectively measured physical activity (PA) and sedentary behavior with academic achievement. We further examined whether aerobic fitness, obesity, and bedtime mediate these associations.
This study included 970 children aged 9-15 years (52.3% girls) from 9 schools throughout Finland. Register-based academic achievement [grade point average (GPA)] as well as self-reported and accelerometer-measured PA/sedentary behavior were assessed during spring 2013. Aerobic fitness (assessed via a maximal shuttle run test), body composition (assessed via bioimpedance analysis), and self-reported bedtime were collected. Structural equation modeling was applied to examine the associations. Standardized regression coefficients are presented.
Self-reported PA had a direct positive [β = 0.084; 95% confidence interval (CI), 0.023 to 0.145] and an indirect positive association with GPA through higher aerobic fitness (β = 0.061; 95% CI, 0.033 to -0.087). Accelerometer-based PA was not associated with GPA. Self-reported screen time had an indirect negative association with GPA through later bedtime (β = -0.071; 95% CI, -0.096 to -0.035) and lower aerobic fitness (β = -0.039; 95% CI, -0.059 to 0.019). Nonscreen sedentary time had a direct positive (β = 0.193; 95% CI, 0.101 to -0.289) and an indirect negative association with GPA through lower aerobic fitness (β = -0.040; 95% CI, -0.063 to -0.016).
Participating in PA, avoiding excessive screen time, and going to bed earlier may benefit academic achievement.
本研究调查了主观和客观测量的体力活动(PA)和久坐行为与学业成绩的关联。我们进一步研究了有氧运动能力、肥胖和就寝时间是否会影响这些关联。
本研究包括来自芬兰 9 所学校的 970 名 9-15 岁儿童(52.3%为女孩)。2013 年春季,通过注册评估学业成绩(平均绩点(GPA)),以及自我报告和加速度计测量的 PA/久坐行为。通过最大 shuttle 跑测试评估有氧运动能力,通过生物阻抗分析评估身体成分,通过自我报告评估就寝时间。应用结构方程模型来检验关联。呈现标准化回归系数。
自我报告的 PA 与 GPA 呈直接正相关[β=0.084;95%置信区间(CI),0.023 至 0.145],通过更高的有氧运动能力呈间接正相关[β=0.061;95% CI,0.033 至 0.087]。基于加速度计的 PA 与 GPA 无关。自我报告的屏幕时间与 GPA 呈间接负相关,通过更晚的就寝时间[β=-0.071;95% CI,-0.096 至 -0.035]和更低的有氧运动能力[β=-0.039;95% CI,-0.059 至 0.019]。非屏幕久坐时间与 GPA 呈直接正相关[β=0.193;95% CI,0.101 至 -0.289],通过更低的有氧运动能力呈间接负相关[β=-0.040;95% CI,-0.063 至 -0.016]。
参与 PA、避免过度使用屏幕时间和早睡可能有益于学业成绩。