School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan, China.
Hubei Engineering and Technology Research Center of Urbanization, Wuhan, China.
Front Public Health. 2024 Mar 22;12:1333077. doi: 10.3389/fpubh.2024.1333077. eCollection 2024.
Most existing studies have only investigated the direct effects of the built environment on respiratory diseases. However, there is mounting evidence that the built environment of cities has an indirect influence on public health via influencing air pollution. Exploring the "urban built environment-air pollution-respiratory diseases" cascade mechanism is important for creating a healthy respiratory environment, which is the aim of this study.
The study gathered clinical data from 2015 to 2017 on patients with respiratory diseases from Tongji Hospital in Wuhan. Additionally, daily air pollution levels (sulfur dioxide (SO), nitrogen dioxide (NO), particulate matter (PM, PM), and ozone (O)), meteorological data (average temperature and relative humidity), and data on urban built environment were gathered. We used Spearman correlation to investigate the connection between air pollution and meteorological variables; distributed lag non-linear model (DLNM) was used to investigate the short-term relationships between respiratory diseases, air pollutants, and meteorological factors; the impacts of spatial heterogeneity in the built environment on air pollution were examined using the multiscale geographically weighted regression model (MGWR).
During the study period, the mean level of respiratory diseases (average age 54) was 15.97 persons per day, of which 9.519 for males (average age 57) and 6.451 for females (average age 48); the 24 h mean levels of PM, PM, NO, SO and O were 78.056 μg/m, 71.962 μg/m, 54.468 μg/m, 12.898 μg/m, and 46.904 μg/m, respectively; highest association was investigated between PM and SO ( = 0.762, < 0.01), followed by NO and PM ( = 0.73, < 0.01), and PM and PM ( = 0.704, < 0.01). We observed a significant lag effect of NO on respiratory diseases, for lag 0 day and lag 1 day, a 10 μg/m increase in NO concentration corresponded to 1.009% (95% CI: 1.001, 1.017%) and 1.005% (95% CI: 1.001, 1.011%) increase of respiratory diseases. The spatial distribution of NO was significantly influenced by high-density urban development (population density, building density, number of shopping service facilities, and construction land, the bandwidth of these four factors are 43), while green space and parks can effectively reduce air pollution ( = 0.649).
Previous studies have focused on the effects of air pollution on respiratory diseases and the effects of built environment on air pollution, while this study combines these three aspects and explores the relationship between them. Furthermore, the theory of the "built environment-air pollution-respiratory diseases" cascading mechanism is practically investigated and broken down into specific experimental steps, which has not been found in previous studies. Additionally, we observed a lag effect of NO on respiratory diseases and spatial heterogeneity of built environment in the distribution of NO.
大多数现有研究仅调查了城市建筑环境对呼吸疾病的直接影响。然而,越来越多的证据表明,城市建筑环境通过影响空气污染间接影响公共健康。探索“城市建筑环境-空气污染-呼吸疾病”级联机制对于创造健康的呼吸环境至关重要,这是本研究的目的。
本研究从武汉同济医院收集了 2015 年至 2017 年患有呼吸疾病的患者的临床数据。此外,还收集了每日空气污染水平(二氧化硫(SO)、二氧化氮(NO)、颗粒物(PM、PM)和臭氧(O))、气象数据(平均温度和相对湿度)和城市建筑环境数据。我们使用 Spearman 相关系数来研究空气污染和气象变量之间的关系;使用分布滞后非线性模型(DLNM)来研究呼吸疾病、空气污染物和气象因素之间的短期关系;使用多尺度地理加权回归模型(MGWR)来检查建筑环境的空间异质性对空气污染的影响。
在研究期间,呼吸疾病的平均水平(平均年龄 54 岁)为每天 15.97 人,其中男性为 9.519 人(平均年龄 57 岁),女性为 6.451 人(平均年龄 48 岁);24 小时平均 PM、PM、NO、SO 和 O 水平分别为 78.056μg/m、71.962μg/m、54.468μg/m、12.898μg/m和 46.904μg/m;PM 和 SO 之间的关联度最高(=0.762,<0.01),其次是 NO 和 PM(=0.73,<0.01),PM 和 PM(=0.704,<0.01)。我们观察到 NO 对呼吸疾病的滞后效应显著,NO 浓度每增加 10μg/m,呼吸疾病的相应增加分别为 1.009%(95%CI:1.001,1.017%)和 1.005%(95%CI:1.001,1.011%)。NO 的空间分布受高密度城市发展(人口密度、建筑密度、购物服务设施数量和建设用地,这四个因素的带宽分别为 43)的显著影响,而绿地和公园可以有效降低空气污染(=0.649)。
先前的研究主要集中在空气污染对呼吸疾病的影响以及建筑环境对空气污染的影响上,而本研究将这三个方面结合起来,并探讨了它们之间的关系。此外,“建筑环境-空气污染-呼吸疾病”级联机制的理论在实际中进行了研究,并分解为具体的实验步骤,这在以前的研究中是没有的。此外,我们观察到 NO 对呼吸疾病的滞后效应和建筑环境在 NO 分布中的空间异质性。