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Medication deserts: survey of neighborhood disparities in availability of prescription medications

机译:药物荒漠:处方药供应方面的邻里差距调查

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Background Only a small amount of research has focused on the relationship between socio-economic status (SES) and geographic access to prescription medications at community pharmacies in North America and Europe. To examine the relationship between a community’s socio-economic context and its residents’ geographic access to common medications in pharmacies, we hypothesized that differences are present in access to pharmacies across communities with different socio-economic environments, and in availability of commonly prescribed medications within pharmacies located in communities with different socio-economic status. Methods We visited 408 pharmacies located in 168 socio-economically diverse communities to assess the availability of commonly prescribed medications. We collected the following information at each pharmacy visited: hours of operation, pharmacy type, in-store medication availability, and the cash price of the 13 most commonly prescribed medications. We calculated descriptive statistics for the sample and fitted a series of hierarchical linear models to test our hypothesis that the in-stock availability of medications differs by the socio-economic conditions of the community. This was accomplished by modeling medication availability in pharmacies on the socio-economic factors operating at the community level in a socio-economically devise urban area. Results Pharmacies in poor communities had significantly higher odds of medications being out of stock, OR=1.24, 95% CI [1.02, 1.52]. There was also a significant difference in density of smaller, independent pharmacies with very limited stock and hours of operation, and larger, chain pharmacies in poor communities as compared to the middle and low-poverty communities. Conclusions The findings suggest that geographic access to a neighborhood pharmacy, the type of pharmacy, and availability of commonly prescribed medications varies significantly across communities. In extreme cases, entire communities could be deemed “medication deserts” because geographic access to pharmacies and the availability of the most prescribed medications within them were very poor. To our knowledge, this study is first to report on the relationship between SES and geographic access to medications using small area econometric analysis techniques. Our findings should be reasonably generalizable to other urban areas in North America and Europe and suggest that more research is required to better understand the relationship of socio-economic environments and access to medications to develop strategies to achieve equitable medication access.
机译:背景技术仅有少量研究集中在北美和欧洲社区药房的社会经济地位(SES)与处方药地理获取之间的关系。为了检验社区的社会经济环境与其居民在药房中获得普通药品的地理访问之间的关系,我们假设在具有不同社会经济环境的社区中,获得药房的机会不同以及在社区内普通处方药的可用性方面存在差异社会经济地位不同的社区的药房。方法我们访问了168个经济社会不同社区的408家药房,以评估常用处方药的可用性。我们在访问的每个药房中收集了以下信息:营业时间,药房类型,店内药物供应以及13种最常用处方药的现金价格。我们计算了样本的描述性统计数据,并拟合了一系列层次线性模型,以检验我们的假设,即库存的药品可用性因社区的社会经济状况而异。这是通过根据社会经济背景下的城市社区中在社区一级运作的社会经济因素对药房中的药物可获得性进行建模来实现的。结果贫困社区的药房药品缺货的几率明显更高,OR = 1.24,95%CI [1.02,1.52]。与中,低贫困社区相比,贫困社区中较小的独立药房的密度和营业时间以及连锁店较大的密度差异也很大。结论研究结果表明,各社区对邻里药房的地理访问,药房类型以及常用处方药的可用性差异很大。在极端情况下,整个社区都可以被视为“药物荒漠”,因为获得药房的地理条件以及其中大多数处方药的可用性非常差。据我们所知,本研究首先报告了小规模计量经济分析技术在SES与药物地理获取之间的关系。我们的发现应该可以合理地推广到北美和欧洲的其他城市地区,并建议需要进行更多的研究以更好地理解社会经济环境与药物获取之间的关系,以制定实现公平药物获取的策略。

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