Ryerson University, Department of Geography, 305 Victoria Street, Toronto, Ontario, M5B 2K3, Canada.
Can J Public Health. 2018 Dec;109(5-6):821-832. doi: 10.17269/s41997-018-0110-1. Epub 2018 Aug 2.
Geographic accessibility to community pharmacies (CPs) plays an increasingly important role for the well-being of a community. This study examines the geographic distribution of CPs within the Greater Toronto Area (GTA) relative to the residential patterns of vulnerable populations, including older adults (65+ years), infants and children (0-9 years), and low-income households.
The study develops a geographic accessibility index at a dissemination area (DA) level by employing the enhanced two-step floating catchment area (E2SFCA) method to measure geographic accessibility to pharmacies. A vulnerability index is also developed to assess and visualize the residential patterns of vulnerable groups. A combined vulnerability-accessibility index is then constructed to identify low-access areas associated with high levels of socio-economic vulnerability. A range of geo-referenced datasets are analyzed within a geographical information system.
The study reveals geographical disparities in accessing pharmacies between urban and suburban areas and across different neighbourhoods, while accounting for population density and distance decay. About 19% of the population (or 15% of DAs) are under-serviced, with very poor geographic access to CPs (1.7 CPs per 10,000 persons), compared to 29.6% of the DAs that are well-/over-serviced, with an average score of 2.8 CPs per 10,000 persons.
The spatial-quantitative analysis at a small geography (DA) allows for improved accuracy for identifying specific neighbourhoods that are in need of greater access to pharmacies by vulnerable residents and areas that have an excessive supply of pharmacies. It provides implications for addressing barriers to accessing pharmacies among high-needs groups, including the rapidly growing older adult population in the GTA.
社区药店(CPs)的地理位置可达性对于社区的福祉起着越来越重要的作用。本研究考察了大多伦多地区(GTA)内 CPs 的地理位置分布与弱势人群(包括 65 岁以上老年人、婴儿和儿童(0-9 岁)以及低收入家庭)的居住模式之间的关系。
本研究通过采用增强型两步浮动捕获区(E2SFCA)方法在传播区(DA)级别上开发了一个地理可达性指数,以衡量到药店的地理可达性。还开发了一个脆弱性指数来评估和可视化弱势群体的居住模式。然后构建一个综合脆弱性-可达性指数,以确定与高社会经济脆弱性相关的低可达区域。在地理信息系统内分析了一系列地理参考数据集。
该研究揭示了城市和郊区以及不同社区之间获取药店的地理差异,同时考虑了人口密度和距离衰减。约 19%的人口(或 15%的 DA)服务不足,与 CP 的地理位置非常差(每 10000 人有 1.7 个 CP)相比,29.6%的 DA 服务良好/过剩,平均每 10000 人有 2.8 个 CP。
在小地理区域(DA)进行空间定量分析,可以更准确地识别需要更多弱势居民和药店供应过剩的特定社区获得药店的机会。这为解决高需求群体(包括 GTA 中迅速增长的老年人口)获取药店的障碍提供了启示。