Prevention Research Collaboration, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia.
Charles Perkins Centre, The University of Sydney, Camperdown, New South Wales, Australia.
Int J Behav Nutr Phys Act. 2021 Mar 17;18(1):40. doi: 10.1186/s12966-021-01106-x.
COVID-19 lockdowns may lead to physical inactivity, a major risk factor for non-communicable diseases. This study aims to determine: 1) the trajectory in daily step counts before, during and after the lockdown in China, and 2) the characteristics associated with the trajectories.
From December 2019 to July 2020, smartphone-based step counts were continuously collected in 815 Chinese adults residing in Shanghai over 202 days across three phases: before, during, and after the lockdown. Participant characteristics were reported, and height, weight and body composition measured before the lockdown. A 'sharp' regression discontinuity design with cluster robust standard errors was used to test the effect of the lockdown and reopening on daily steps and a linear mixed model was used to examine the characteristics associated with trajectories during the observed period.
Based on 164,630 person-days of data, we found a sharp decline in daily step counts upon the lockdown (24/01/2020) by an average of 3796 (SE = 88) steps, followed by a significant trend of increase by 34 steps/day (SE = 2.5; p < .001) until the end of the lockdown (22/03/2020). This increasing trend continued into the reopening phase at a slower rate of 5 steps per day (SE = 2.3; p = 0.029). Those who were older, married, university educated, insufficiently active, had an 'at risk' body composition, and those in the control group, were slower at recovering step counts during the lockdown, and those who were older, married, without university education and with an 'at risk' body composition recovered step counts at a slower pace after the reopening.
Despite later increases in step counts, COVID-19 lockdown led to a sustained period of reduced physical activity, which may have adverse health implications. Governments and health professionals around the world should continue to encourage and facilitate physical activity during the pandemic.
COVID-19 封锁可能导致身体活动减少,这是非传染性疾病的一个主要危险因素。本研究旨在确定:1)在中国封锁期间和之后,每日步数的轨迹,2)与轨迹相关的特征。
从 2019 年 12 月至 2020 年 7 月,在上海居住的 815 名中国成年人连续 202 天通过智能手机记录步数,跨越三个阶段:封锁前、封锁中和封锁后。报告参与者特征,并在封锁前测量身高、体重和身体成分。使用具有聚类稳健标准误差的“急剧”回归不连续性设计来检验封锁和重新开放对每日步数的影响,并使用线性混合模型来检验观察期间与轨迹相关的特征。
基于 164630 个人天的数据,我们发现封锁后(2020 年 1 月 24 日)每日步数急剧下降,平均下降 3796(SE=88)步,随后显著增加 34 步/天(SE=2.5;p<.001),直至封锁结束(2020 年 3 月 22 日)。这种增加趋势在重新开放阶段以每天 5 步的较慢速度继续(SE=2.3;p=0.029)。年龄较大、已婚、受过大学教育、活动不足、身体成分“处于危险之中”以及对照组的人在封锁期间恢复步数较慢,而年龄较大、已婚、没有接受过大学教育和身体成分“处于危险之中”的人在重新开放后恢复步数较慢。
尽管 COVID-19 封锁后步数有所增加,但仍导致了持续时间较长的身体活动减少,这可能对健康产生不利影响。世界各地的政府和卫生专业人员应继续在大流行期间鼓励和促进身体活动。