A catchment and location-allocation analysis of mammography access in Delaware, US: implications for disparities in geographic access to breast cancer screening.
Jessica L Webster, Neal D Goldstein, Jennifer P Rowland, Catherine M Tuite, Scott D Siegel
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引用次数: 0
Abstract
Background: Despite a 40% reduction in breast cancer mortality over the last 30 years, not all groups have benefited equally from these gains. A consistent link between later stage of diagnosis and disparities in breast cancer mortality has been observed by race, socioeconomic status, and rurality. Therefore, ensuring equitable geographic access to screening mammography represents an important priority for reducing breast cancer disparities. Access to breast cancer screening was evaluated in Delaware, a state that experiences an elevated burden from breast cancer but is otherwise representative of the US in terms of race and urban-rural characteristics. We first conducted a catchment analysis of mammography facilities. Finding evidence of disparities by race and rurality, we next conducted a location-allocation analysis to identify candidate locations for the establishment of new mammography facilities to optimize equitable access.
Methods: A catchment analysis using the ArcGIS Pro Service Area analytic tool characterized the geographic distribution of mammography sites and Breast Imaging Centers of Excellence (BICOEs). Poisson regression analyses identified census tract-level correlates of access. Next, the ArcGIS Pro Location-Allocation analytic tool identified candidate locations for the placement of additional mammography sites in Delaware according to several sets of breast cancer screening guidelines.
Results: The catchment analysis showed that for each standard deviation increase in the number of Black women in a census tract, there were 68% (95% CI 38-85%) fewer mammography units and 89% (95% CI 60-98%) fewer BICOEs. The more rural counties in the state accounted for 41% of the population but only 22% of the BICOEs. The results of the location-allocation analysis depended on which set of screening guidelines were adopted, which included increasing mammography sites in communities with a greater proportion of younger Black women and in rural areas.
Conclusions: The results of this study illustrate how catchment and location-allocation analytic tools can be leveraged to guide the equitable selection of new mammography facility locations as part of a larger strategy to close breast cancer disparities.
背景:尽管在过去30年中癌症死亡率降低了40%,但并非所有群体都能从这些收益中平等获益。根据种族、社会经济地位和农村状况,观察到诊断后期与癌症死亡率差异之间的一致联系。因此,确保公平地获得筛查乳房X光检查是减少癌症差异的一个重要优先事项。癌症筛查在特拉华州进行了评估,该州癌症乳腺癌负担加重,但在种族和城乡特征方面具有美国代表性。我们首先对乳房X光检查设施进行了汇总分析。我们发现了种族和农村地区差异的证据,接下来进行了地点分配分析,以确定建立新的乳房X光检查设施的候选地点,从而优化公平获取。方法:使用ArcGIS专业服务区分析工具进行流域分析,表征乳房X光检查点和乳腺成像卓越中心(BICOE)的地理分布。泊松回归分析确定了人口普查区水平与访问的相关性。接下来,ArcGIS Pro Location-Allocation分析工具根据几套癌症筛查指南,确定了在特拉华州放置额外乳房X光检查部位的候选位置。结果:集水区分析显示,人口普查区中黑人女性人数的每增加一个标准差,乳房X光检查单位就会减少68%(95%CI 38-85%),BICOE就会减少89%(95%CI 60-98%)。该州更多的农村县占人口的41%,但仅占BICOE的22%。地点分配分析的结果取决于采用了哪套筛查指南,其中包括在年轻黑人女性比例较高的社区和农村地区增加乳房X光检查地点。结论:这项研究的结果表明,作为缩小癌症差异的更大战略的一部分,如何利用集水区和位置分配分析工具来指导公平选择新的乳房X光检查设施位置。
期刊介绍:
Breast Cancer Research, an international, peer-reviewed online journal, publishes original research, reviews, editorials, and reports. It features open-access research articles of exceptional interest across all areas of biology and medicine relevant to breast cancer. This includes normal mammary gland biology, with a special emphasis on the genetic, biochemical, and cellular basis of breast cancer. In addition to basic research, the journal covers preclinical, translational, and clinical studies with a biological basis, including Phase I and Phase II trials.