Department of Land Resources Management, School of Public Administration, China University of Geosciences, Wuhan, Hubei, 430074, China.
Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA, 19104, USA; Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA, 19104, USA.
Health Place. 2024 Mar;86:103181. doi: 10.1016/j.healthplace.2024.103181. Epub 2024 Feb 9.
Built environments have the potential to favorably support cognitive function. Despite growing work on this topic, most of the work has ignored variation in the spatial scale of the effect. The issue with spatial scale effects is that the size and shape of the areal unit within which built environment characteristics are measured naturally influence the built environment exposure metric and thus the estimated associations with health. We used spatial distributed lag modeling (DLM) to estimate how associations between built environment exposures (walkable destinations [WD], social destinations [SD]) and change in cognition varied across distance of these destinations from participants' residences. Cognition was assessed as maintained/improved processing speed (PS) and global cognition (GC). Person-level data from Exam 5 (2010-2012) and Exam 6 (2016-2018) of the Multi-Ethnic Study of Atherosclerosis was used (N = 1380, mean age 67). Built environment data were derived from the National Establishment Time Series. Higher availability of walkable and social destinations at closer distance from participants' residence was associated with maintained/improved PS. The adjusted associations between maintained/improved PS and destinations waned with increasing distance from the residence; associations were evident until approximately 1.9-km for WD and 1.5-km for SD. Associations were most apparent for participants living in areas with high population density. We found little evidence for associations between change in GC and built environment at any distance. These results highlight the importance of identifying appropriate spatial scale to understand the mechanisms for built environment-cognition associations.
建筑环境具有促进认知功能的潜力。尽管关于这个主题的研究越来越多,但大多数研究都忽略了效应的空间尺度变化。空间尺度效应的问题在于,测量建筑环境特征的面积单元的大小和形状自然会影响建筑环境暴露度量,从而影响与健康相关的估计值。我们使用空间分布式滞后模型 (DLM) 来估计建筑环境暴露(可步行目的地 [WD]、社交目的地 [SD])与认知变化之间的关联如何因这些目的地与参与者居住地的距离而变化。认知能力评估为保持/提高处理速度 (PS) 和整体认知 (GC)。使用来自动脉粥样硬化多民族研究(Multi-Ethnic Study of Atherosclerosis)的第五次考试(2010-2012 年)和第六次考试(2016-2018 年)的个人数据(N=1380,平均年龄 67 岁)。建筑环境数据来自国家设施时间序列。参与者居住地附近的步行和社交目的地数量较多与保持/提高 PS 相关。保持/提高 PS 与目的地之间的调整关联随着与居住地的距离增加而减弱;关联在 WD 约 1.9 公里和 SD 约 1.5 公里处仍然明显。对于居住在人口密度较高地区的参与者,关联最为明显。我们几乎没有发现 GC 与任何距离的建筑环境之间存在关联的证据。这些结果强调了确定适当的空间尺度以了解建筑环境与认知关联机制的重要性。