School of Architecture and Art, North China University of Technology, Beijing 100144, China.
Centre for Design Innovation, Swinburne University of Technology, Hawthorn, VIC 3122, Australia.
Int J Environ Res Public Health. 2022 Jun 28;19(13):7929. doi: 10.3390/ijerph19137929.
With the growing challenge of aging populations around the world, the study of the care services for older adults is an essential initiative to accommodate the particular needs of the disadvantaged communities and promote social equity. Based on open-source data and the geographic information system (GIS), this paper quantifies and visualizes the imbalance in the spatial distribution of elderly care facilities in 14,578 neighborhoods in downtown (seven districts) Shanghai, China. Eight types of elderly care facilities were obtained from Shanghai elderly care service platform, divided into two categories according to their service scale. With the introduction of the improved Gaussian 2-step floating catchment area method, the accessibility of two category facilities was calculated. Through the global autocorrelation analysis, it is found that the accessibility of elderly care facilities has the characteristics of spatial agglomeration. Local autocorrelation analysis indicates the cold and hot spots in the accessibility agglomeration state of the two types of facilities, by which we summarized the characteristics of their spatial heterogeneity. It is found that for Category-I, there is a large range of hot spots in Huangpu District. For Category-II, the hot-spot and cold-spot areas show staggered distribution, and the two categories of hot spot distribution show a negative correlation. We conclude that the two categories are not evenly distributed in the urban area, which will lead to the low efficiency of resource allocation of elderly care facilities and have a negative impact on social fairness. This research offers a systematic method to study urban access to care services for older adults as well as a new perspective on improving social fairness.
随着全球人口老龄化挑战的加剧,研究老年人护理服务是满足弱势社区特殊需求和促进社会公平的重要举措。本研究基于开源数据和地理信息系统(GIS),定量和可视化了中国上海市中心(七个区)14578 个街区老年护理设施空间分布的不平衡。从上海老年护理服务平台获取了 8 种老年护理设施,根据服务规模分为两类。引入改进的高斯两步浮区法计算了两类设施的可达性。通过全局自相关分析,发现老年护理设施可达性具有空间集聚的特征。局部自相关分析表明了两类设施可达性集聚状态的冷热点,总结了其空间异质性的特征。结果表明,对于第一类,黄浦区有大范围的热点。对于第二类,热点和冷点区域呈现交错分布,两类热点的分布呈负相关。研究结论认为,两类设施在城区分布不均,这将导致老年护理设施资源配置效率低下,对社会公平产生负面影响。本研究为研究城市老年人护理服务的可达性提供了一种系统的方法,并为改善社会公平提供了新视角。