Cerin Ester, Mitáš Josef, Cain Kelli L, Conway Terry L, Adams Marc A, Schofield Grant, Sarmiento Olga L, Reis Rodrigo Siqueira, Schipperijn Jasper, Davey Rachel, Salvo Deborah, Orzanco-Garralda Rosario, Macfarlane Duncan J, De Bourdeaudhuij Ilse, Owen Neville, Sallis James F, Van Dyck Delfien
Institute for Health and Ageing, Australian Catholic University, Level 6, 215 Spring Street, Melbourne, VIC, 3000, Australia.
School of Public Health, The University of Hong Kong, Hong Kong, China.
Int J Behav Nutr Phys Act. 2017 Mar 20;14(1):34. doi: 10.1186/s12966-017-0493-z.
To more accurately quantify the potential impact of the neighbourhood environment on adults' physical activity (PA), it is important to compare environment-PA associations between periods of the day or week when adults are more versus less likely to be in their neighbourhood and utilise its PA resources. We examined whether, among adults from 10 countries, associations between objectively-assessed neighbourhood environment attributes and moderate-to-vigorous physical activity (MVPA) varied by time of the day and day of the week. The secondary aim was to examine whether such associations varied by employment status, gender and city.
This cross-sectional study included 6,712 adults from 14 cities across 10 countries with ≥1 day of valid accelerometer-assessed MVPA and complete information on socio-demographic and objectively-assessed environmental characteristics within 0.5 and 1 km street-network buffers around the home. Accelerometer measures (MVPA min/h) were created for six time periods from early morning until late evening/night, for weekdays and weekend days separately. Associations were estimated using generalized additive mixed models.
Time of the day, day of week, gender and employment status were significant moderators of environment-MVPA associations. Land use mix was positively associated with MVPA in women who were employed and in men irrespective of their employment status. The positive associations between MVPA and net residential density, intersection density and land use mix were stronger in the mornings of weekdays and the afternoon/evening periods of both weekdays and weekend days. Associations between number of parks and MVPA were stronger in the mornings and afternoon/evenings irrespective of day of the week. Public transport density showed consistent positive associations with MVPA during weekends, while stronger effects on weekdays were observed in the morning and early evenings.
This study suggests that space and time constraints in adults' daily activities are important factors that determine the impact of neighbourhood attributes on PA. Consideration of time-specific associations is important to better characterise the magnitude of the effects of the neighbourhood environment on PA. Future research will need to examine the contribution of built environment characteristics of areas surrounding other types of daily life centres (e.g., workplaces) to explaining adults' PA at specific times of the day.
为了更准确地量化邻里环境对成年人身体活动(PA)的潜在影响,比较成年人在邻里环境中可能性较高和较低的一天中不同时段或一周中不同日子的环境与身体活动的关联,并利用其身体活动资源,这一点很重要。我们研究了在来自10个国家的成年人中,客观评估的邻里环境属性与中度至剧烈身体活动(MVPA)之间的关联是否因一天中的时间和一周中的日子而有所不同。次要目的是研究这种关联是否因就业状况、性别和城市而有所不同。
这项横断面研究纳入了来自10个国家14个城市的6712名成年人,他们有≥1天通过加速度计评估的有效MVPA,并且在家庭周围0.5公里和1公里街道网络缓冲区内有关于社会人口统计学和客观评估的环境特征的完整信息。分别为工作日和周末从清晨到深夜/晚上的六个时间段创建了加速度计测量值(MVPA分钟/小时)。使用广义相加混合模型估计关联。
一天中的时间、一周中的日子、性别和就业状况是环境与MVPA关联的显著调节因素。土地利用混合与就业女性和男性(无论其就业状况如何)的MVPA呈正相关。MVPA与净居住密度、交叉路口密度和土地利用混合之间的正相关在工作日的早晨以及工作日和周末的下午/晚上时段更强。无论一周中的哪一天,公园数量与MVPA之间的关联在早晨和下午/晚上更强。公共交通密度在周末与MVPA始终呈正相关,而在工作日,早晨和傍晚观察到更强的影响。
本研究表明,成年人日常活动中的时空限制是决定邻里属性对身体活动影响的重要因素。考虑特定时间的关联对于更好地描述邻里环境对身体活动影响的程度很重要。未来的研究需要考察其他类型的日常生活中心(如工作场所)周围区域的建筑环境特征对解释成年人在一天中特定时间的身体活动的贡献。