Zhou Yuhong, Beyer Kirsten M M, Laud Purushottam W, Winn Aaron N, Pezzin Liliana E, Nattinger Ann B, Neuner Joan
Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, USA.
Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.
J Pharm Health Serv Res. 2021 Jan 16;12(1):69-77. doi: 10.1093/jphsr/rmaa022. eCollection 2021 Mar.
To adapt the two-step floating catchment area approach to account for urban-rural differences in pharmacy access in the United States.
The urban-rural two-step floating catchment area method was described mathematically. To calculate urban-rural-two-step floating catchment area measure, census tracts and pharmacies within the study area (Southeastern Wisconsin) were classified as urban, suburban or rural, and then different catchment area sizes (2, 5 and 15 miles) were applied, based on the Centers for Medicare & Medicaid Services (CMS)' criteria for Medicare Part D service access within urban, suburban and rural areas. The urban-rural-two-step floating catchment area measures were compared to traditional two-step floating catchment area measures computed using three fixed catchment area sizes (2, 5, and 15 miles) by visually examining their spatial distributions. Associations between the four pharmacy accessibility measures and selected socio-demographics are calculated using Spearman's rank-order correlation and further compared.
The urban-rural two-step floating catchment area measure outperforms all the fixed catchment size measures and has the strongest Spearman correlations with the selected census variables. It also reduces the number of census tracts characterized as 'no access' when compared to the original measures. The spatial distribution of urban-rural two-step floating catchment area pharmacy access exhibits a more granular variation across the study area.
The results support our hypothesis that spatial access to pharmacies should account for urbanicity/rurality patterns within a region.
调整两步浮动集水区方法,以考虑美国城乡药房可及性的差异。
从数学角度描述了城乡两步浮动集水区方法。为计算城乡两步浮动集水区指标,将研究区域(威斯康星州东南部)内的普查区和药房分类为城市、郊区或农村,然后根据医疗保险和医疗补助服务中心(CMS)关于城市、郊区和农村地区医疗保险D部分服务可及性的标准,应用不同的集水区规模(2英里、5英里和15英里)。通过直观检查其空间分布,将城乡两步浮动集水区指标与使用三种固定集水区规模(2英里、5英里和15英里)计算的传统两步浮动集水区指标进行比较。使用斯皮尔曼等级相关计算四种药房可及性指标与选定社会人口统计学之间的关联,并进一步比较。
城乡两步浮动集水区指标优于所有固定集水区规模指标,与选定的普查变量具有最强的斯皮尔曼相关性。与原始指标相比,它还减少了被归类为“无法获得服务”的普查区数量。城乡两步浮动集水区药房可及性的空间分布在整个研究区域呈现出更细微的变化。
结果支持我们的假设,即药房的空间可及性应考虑区域内的城市化/农村化模式。