Liang Jinlong, Deng Shuguang, Yang Heping, Zhu Shuyan, Zheng Rui
School of Geographical and Planning, Nanning Normal University, No.508 Xinning Road, Wuming District, Nanning, 530100, Guangxi, China.
Neurovascular Intervention Center, Guangxi Ethnic Hospital, Nanning, 530022, Guangxi, China.
Sci Rep. 2025 May 17;15(1):17193. doi: 10.1038/s41598-025-02603-w.
Cardiovascular disease (CVD) has become a significant threat to the health of urban populations, and the urban built environment, as a key determinant of cardiovascular health, affects residents through various dimensions including physical activity, urban pollution, mental health, and dietary habits. However, existing research predominantly focuses on macro-level geographic scales, with limited exploration of the potential impact of intra-urban microenvironments on CVD. This study focuses on the central area of Nanning, China, as the case study area, employing methods such as global spatial autocorrelation analysis, emerging spatiotemporal hotspot analysis, and spatiotemporal geographically weighted regression (GTWR) analysis to comprehensively examine the spatiotemporal associations between CVD and built environment elements. The results reveal that CVD and built environment elements exhibit significant spatial clustering and correlations, with all variables demonstrating spatial clustering patterns. Six built environment factors-parks and squares, transportation facilities, life services, sports and leisure, medical care, and Catering and food-are spatially associated with disease incidence. The influence of built environment factors on CVD varies and exhibits pronounced spatiotemporal heterogeneity, with the greatest coefficient fluctuation observed for parks and squares, and the smallest for catering services. Parks and squares generally contribute positively to cardiovascular health by lowering disease risk across most areas, although in the central zone, dense population and heavy traffic lead to a positive association with disease incidence. Fortunately, this adverse impact has been gradually mitigated through ongoing improvements in urban green space planning; transportation facilities increases disease risk due to associated noise and air pollution, with particularly strong effects observed in the central region. However, the implementation of green transportation initiatives has effectively mitigated this negative impact; life services show a positive association with CVD, but their diverse types and spatially balanced distribution render their impact relatively minor; sports and leisure are associated with reduced disease risk in the central part of the study area, but in the northeast and northwest, they exhibit a positive association due to population dispersion. As residents' usage habits become more consistent, the associated impacts are gradually stabilizing; medical care help reduce disease risk in the central and eastern regions, but show a positive correlation in the northern area due to patient overflow and referral patterns. With the more equitable distribution of healthcare resources, this relationship is gradually stabilizing; catering and food are positively associated with CVD, but the effect is relatively small and spatially balanced, likely due to their widespread and uniform distribution. These findings offer valuable case-based evidence for urban planning and public health policymaking, thereby contributing to the construction and advancement of healthy cities.
心血管疾病(CVD)已成为城市人口健康的重大威胁,而城市建成环境作为心血管健康的关键决定因素,通过身体活动、城市污染、心理健康和饮食习惯等多个维度影响居民。然而,现有研究主要集中在宏观地理尺度上,对城市内部微环境对心血管疾病的潜在影响探索有限。本研究聚焦于中国南宁市的中心区域作为案例研究区域,采用全局空间自相关分析、新兴时空热点分析和时空地理加权回归(GTWR)分析等方法,全面考察心血管疾病与建成环境要素之间的时空关联。结果表明,心血管疾病与建成环境要素呈现出显著的空间聚类和相关性,所有变量均表现出空间聚类模式。六个建成环境因素——公园和广场、交通设施、生活服务、体育休闲、医疗保健以及餐饮食品——与疾病发病率存在空间关联。建成环境因素对心血管疾病的影响各不相同,呈现出明显的时空异质性,其中公园和广场的系数波动最大,餐饮服务的系数波动最小。公园和广场总体上通过降低大多数地区的疾病风险对心血管健康产生积极影响,尽管在中心区域,人口密集和交通繁忙导致其与疾病发病率呈正相关。幸运的是,通过不断改进城市绿地规划,这种不利影响已逐渐得到缓解;交通设施由于相关的噪音和空气污染会增加疾病风险,在中心区域尤为明显。然而,绿色交通倡议的实施有效地减轻了这种负面影响;生活服务与心血管疾病呈正相关,但其类型多样且空间分布均衡,因此影响相对较小;体育休闲在研究区域中部与疾病风险降低相关,但在东北部和西北部,由于人口分散,它们呈现出正相关。随着居民使用习惯愈发一致,相关影响正逐渐趋于稳定;医疗保健在中部和东部地区有助于降低疾病风险,但在北部地区由于患者溢出和转诊模式呈现正相关。随着医疗资源分配更加公平,这种关系正逐渐趋于稳定;餐饮食品与心血管疾病呈正相关,但其影响相对较小且在空间上分布均衡,这可能是由于它们分布广泛且均匀。这些发现为城市规划和公共卫生政策制定提供了宝贵的基于案例的证据,从而有助于健康城市的建设和发展。