School of Information Rescource Management, Renmin University of China, Beijing, China.
Department of Physical Education, Tsinghua University, Beijing, China.
Environ Res. 2021 Mar;194:110492. doi: 10.1016/j.envres.2020.110492. Epub 2020 Nov 18.
The purpose of this study is to examine the association between hourly air pollution on hourly physical activity (PA) and sedentary behavior (SB) among college students in Beijing, China. The secondary aim was to examine such associations varied at specific time. A total of 340 participants were recruited from the Tsinghua University, in Beijing, China. Accelerometers provided PA measures, including moderate-to-vigorous physical activity (MVPA), walking steps, energy expenditure and sedentary time for 7 consecutive days. Corresponding air pollution data by the Beijing Municipal Ecological Environment Bureau in the closed site (Wan Liu site) in Tsinghua University were collected including average hourly air quality index (AQI) and PM (μg/m³). Associations were estimated using linear individual fixed-effect regressions. We also conducted an air pollution risk perception survey among 2307 freshmen (76.6% males) who were enrolled in Tsinghua in 2016, and the survey was done in May 22-26, 2017. A one level increase in hourly air quality index (AQI) was associated with a reduction in 1-h PA by 0.083 (95% confidence interval [CI] = -0.137, -0.029) minutes of MVPA, 8.8 (95% CI = -15.0, -2.6) walking steps, 0.65 (95% CI = -1.03, -0.27) kcals of energy expenditure. A 10 μg/m³ increase in air pollution concentration in hourly PM was associated with a reduction in 1-h PA by 0.021 (95% confidence interval [CI] = -0.033, -0.010) minutes of MVPA, 2.2 (95% CI = -3.5, -0.9) walking steps, 0.170 (95% CI = -0.250, -0.089) kcals of energy expenditure an increase in 1-h sedentary behavior 0.045 (0.005, 0.0845). At specific time, stronger negative associations of AQI and PM air pollution with PA at 8 a.m., 4 p.m., 5 p.m. and 7 p.m. Similarly, stronger positive associations of 1 h AQI and PM air pollution with SB at 8 a.m., 9 a.m., 11 a.m., and 7 p.m. A total of 94.9% participants (n = 2235) responded "yes" to air pollution change activities in the survey, which may partially explain PA change. Air pollution may discourage physical activity and increases sedentary behavior among freshman students living in Beijing, China. This is preliminary study. The impact of air pollution on physical activity and sedentary behavior at a specific time may be different.
本研究旨在探讨中国北京大学生每小时空气污染与每小时体力活动(PA)和久坐行为(SB)之间的关联。次要目的是检验在特定时间这种关联是否存在差异。共有 340 名参与者来自中国北京的清华大学。加速度计提供了 7 天连续的 PA 测量,包括中高强度体力活动(MVPA)、步行步数、能量消耗和久坐时间。在清华大学的封闭地点(万柳地点)收集了北京市生态环境局相应的空气污染数据,包括平均每小时空气质量指数(AQI)和 PM(μg/m³)。使用线性个体固定效应回归估计关联。我们还对 2016 年清华新生(76.6%为男性)进行了空气污染风险感知调查,该调查于 2017 年 5 月 22-26 日进行。每小时空气质量指数(AQI)增加一个单位,与 1 小时 PA 减少 0.083 分钟(95%置信区间[CI] = -0.137,-0.029)有关,MVPA 减少 8.8 步(95% CI = -15.0,-2.6),能量消耗减少 0.65 千卡(95% CI = -1.03,-0.27)。每小时 PM 中空气污染浓度增加 10μg/m³,与 1 小时 PA 减少 0.021 分钟(95%置信区间[CI] = -0.033,-0.010)有关,MVPA 减少 2.2 步(95% CI = -3.5,-0.9),能量消耗减少 0.170 千卡(95% CI = -0.250,-0.089),久坐行为增加 0.045 分钟(0.005,0.0845)。在特定时间,AQI 和 PM 空气污染与 8 点、4 点、5 点和 7 点的 PA 之间的负相关更强。同样,AQI 和 PM 空气污染与 8 点、9 点、11 点和 7 点的 SB 之间的正相关更强。共有 94.9%的参与者(n = 2235)在调查中回答“是”空气污染变化活动,这可能部分解释了 PA 的变化。空气污染可能会抑制中国北京大学生的体力活动并增加其久坐行为。这是初步研究。在特定时间,空气污染对体力活动和久坐行为的影响可能不同。