Center for Southeast Asian Studies (CSEAS), Kyoto University, Kyoto, Japan; Center for Toxicology and Health Risk Studies (CORE), Faculty of Health Sciences, National University of Malaysia, Malaysia.
Environmental Health Research Centre, Institute for Medical Research, Ministry of Health Malaysia, Malaysia.
Soc Sci Med. 2021 May;276:113868. doi: 10.1016/j.socscimed.2021.113868. Epub 2021 Mar 20.
This study aims to evaluate the relationship between urban built environment and hospital admissions from cardiovascular diseases in Kuala Lumpur, Malaysia. Hospital admission data from 2004 to 2016 for cardiovascular diseases were used with patient residential postcodes as the unit of analysis. Data was split into 2004-2009 (12,551 cases) and 2010-2016 (17,154 cases) periods corresponding to land use data. We used generalized linear mixed model to analyse population density, property value, entropy index, and the kernel density (800 m) of specific land use, bus and rail stations, and road junctions, with time period and postcodes as the random effects to generate incidence rate ratios (IRRs). Results indicated that entropy index and recreational area density were associated with fewer hypertensive disease and ischemic heart disease hospital admissions (IRR range: 0.49-0.68, 95%CI: 0.27, 0.97). Population density and property value were associated with fewer cerebrovascular disease hospital admissions (IRR range: 0.29-0.34, 95%CI: 0.11, 0.75). Contrarily, density of road junctions was associated with 2.5-6.3 times more hospital admissions for cardiovascular disease hospital admissions (IRR range: 2.53-6.34, 95%CI: 1.07,17.91). There were no significant association between hospital admission and density of residential area, undeveloped land, rail and bus stations. The shapes of relationships for all attributes were non-linear, and changed markedly at the third quartile except for recreational area density. The findings suggest that land use attributes have some protective effects on the cardiovascular disease admission cases as compared to the transport attributes. These findings have important merits for integrating health into urban planning.
本研究旨在评估马来西亚吉隆坡城市建成环境与心血管疾病住院之间的关系。使用心血管疾病 2004 年至 2016 年的住院数据,并以患者居住的邮政编码作为分析单位。数据分为 2004-2009 年(12551 例)和 2010-2016 年(17154 例)两个时期,分别对应土地利用数据。我们使用广义线性混合模型分析人口密度、物业价值、熵指数以及特定土地用途(800m 内核密度)、公共汽车站和火车站、以及道路交叉口的发生率比值(IRR)。结果表明,熵指数和娱乐区密度与高血压病和缺血性心脏病的住院人数减少相关(IRR 范围:0.49-0.68,95%CI:0.27,0.97)。人口密度和物业价值与较少的脑血管病住院人数相关(IRR 范围:0.29-0.34,95%CI:0.11,0.75)。相反,道路交叉口的密度与心血管疾病住院人数增加 2.5-6.3 倍相关(IRR 范围:2.53-6.34,95%CI:1.07,17.91)。医院入院与居住区域、未开发土地、铁路和公共汽车站的密度之间没有显著的关联。除了娱乐区密度外,所有属性的关系形状都是非线性的,并且在第三个四分位数处发生显著变化。研究结果表明,与交通属性相比,土地利用属性对心血管疾病入院病例具有一定的保护作用。这些发现对于将健康纳入城市规划具有重要意义。