University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bolligenstrasse 111, Haus A, 3000, Bern, Switzerland.
Translational Research Center, University Hospital of Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.
BMC Public Health. 2022 Jul 12;22(1):1328. doi: 10.1186/s12889-022-13657-0.
Research to date suggests that physical activity is associated with improved sleep, but studies have predominantly relied on self-report measures and have not accounted for school day/free day variability. To address these gaps in the literature, the aim of the present study was to (a) quantify physical activity in adolescents using long-term daily actigraphy measurement and (b) to examine the association between actigraphically assessed steps and sleep behavior in a sample of healthy adolescents. To be able to capture intra- and inter-individual differences in the daily physical activity of adolescents, we examined within as well as between subjects effects and its association with sleep.
Fifty adolescents between 10 and 14 years of age were included in the present study. In total 5989 days of actigraphy measurement (average of 119 ± 40 days per participant; range = 39-195 days) were analyzed. We use multilevel modeling to disentangle the within and between subject effects of physical activity on sleep. In this way, we examine within an individual, the association between steps during the day and subsequent sleep on a day-to-day basis. On the other hand, our between subjects' analysis allows us to ascertain whether individuals with more overall physical activity have better sleep.
Within a subject more steps on school and free days were associated with later bed times on school and free days as well as later rise times on school days only. On the other hand, comparing between subjects' effects, more steps were associated with lower sleep efficiency on free and school days. No other significant associations were found for the other sleep variables.
Our results obtained through objective and long-term measurement of both sleep and number of steps suggest weak or non-significant associations between these measures for most sleep variables. We emphasize the importance of the methodology and the separation of within subject from between subject features when examining the relationship between physical activity and sleep.
迄今为止的研究表明,身体活动与改善睡眠有关,但这些研究主要依赖于自我报告的测量方法,且没有考虑到上学日/休息日的变化。为了解决文献中的这些空白,本研究的目的是:(a) 使用长期日常计步器测量来量化青少年的身体活动;(b) 在健康青少年样本中,检查计步器评估的步数与睡眠行为之间的关系。为了能够捕捉青少年日常身体活动的个体内和个体间差异,我们检查了个体内和个体间的影响及其与睡眠的关系。
本研究纳入了 50 名 10 至 14 岁的青少年。共分析了 5989 天的计步器测量数据(平均每个参与者 119±40 天;范围 39-195 天)。我们使用多层次模型来区分身体活动对睡眠的个体内和个体间影响。通过这种方式,我们在个体内部检查白天的步数与每天的后续睡眠之间的关联。另一方面,我们的个体间分析可以确定总体上身体活动较多的个体是否有更好的睡眠。
在个体内部,上学日和休息日的更多步数与上学日和休息日的更晚就寝时间以及上学日的更晚起床时间有关。另一方面,比较个体间的影响,更多的步数与休息日和上学日的睡眠效率降低有关。对于其他睡眠变量,没有发现其他显著的关联。
我们通过对睡眠和步数的客观和长期测量获得的结果表明,对于大多数睡眠变量,这些测量之间的关联微弱或无显著关联。我们强调在检查身体活动与睡眠之间的关系时,采用个体内和个体间特征分离的方法的重要性。