Texas Center for Geographic Information Science, Department of Geography, Texas State University-San Marcos, 601 University Drive, San Marcos, Texas 78666, USA.
Int J Health Geogr. 2011 Apr 4;10:24. doi: 10.1186/1476-072X-10-24.
Over the past twenty years, racial/ethnic disparities between late-stage diagnoses and mortality outcomes have widened due to disproportionate medical benefits that different racial/ethnic groups have received. Few studies to date have examined the spatial relationships of racial/ethnic disparities between breast cancer late-stage diagnosis and mortality as well as the impact of socioeconomic status (SES) on these two disparities at finer geographic scales.
Three methods were implemented to assess the spatial relationship between racial/ethnic disparities of breast cancer late-stage diagnosis and morality. First, this study used rate difference measure to test for racial/ethnic disparities in both late-stage diagnosis and mortality of female breast cancer in Texas during 1995-2005. Second, we used linear and logistic regression models to determine if there was a correlation between these two racial/ethnic disparities at the census tract level. Third, a geographically-weighted regression analysis was performed to evaluate if this correlation occurred after weighting for local neighbors.
The spatial association of racial disparities was found to be significant between late-stage diagnosis and breast cancer mortality with odds ratios of 33.76 (CI: 23.96-47.57) for African Americans and 30.39 (CI: 22.09-41.82) for Hispanics. After adjusting for a SES cofounder, logistic regression models revealed a reduced, although still highly significant, odds ratio of 18.39 (CI: 12.79-26.44) for African-American women and 11.64 (CI: 8.29-16.34) for Hispanic women. Results of the logistic regression analysis indicated that census tracts with low and middle SES were more likely to show significant racial disparities of breast cancer late-stage diagnosis and mortality rates. However, values of local correlation coefficients suggested that the association of these two types of racial/ethnic disparities varied across geographic regions.
This study may have health-policy implications that can help early detection of breast cancer among disadvantaged minority groups through implementing effective intervention programs in targeted regions.
在过去的二十年中,由于不同种族/族裔群体获得的医疗福利不成比例,晚期诊断和死亡率方面的种族/族裔差异不断扩大。迄今为止,很少有研究检查过乳腺癌晚期诊断和死亡率方面的种族/族裔差异的空间关系,以及社会经济地位(SES)对这些两个差异在更精细的地理尺度上的影响。
本研究使用三种方法评估了德克萨斯州 1995-2005 年期间女性乳腺癌晚期诊断和死亡率的种族/族裔差异的空间关系。首先,本研究使用率差测量法来检验晚期诊断和死亡率方面的种族/族裔差异。其次,我们使用线性和逻辑回归模型来确定在普查区一级是否存在这两种种族/族裔差异之间的相关性。第三,进行了地理加权回归分析,以评估在对当地邻居进行加权后,这种相关性是否发生。
发现种族差异与晚期诊断和乳腺癌死亡率之间存在显著的空间关联,非裔美国人的比值比为 33.76(CI:23.96-47.57),西班牙裔为 30.39(CI:22.09-41.82)。在调整了 SES 混杂因素后,逻辑回归模型显示,非裔美国女性的比值比降低,但仍具有高度显著性,为 18.39(CI:12.79-26.44),西班牙裔女性为 11.64(CI:8.29-16.34)。逻辑回归分析的结果表明,SES 低和中等的普查区更有可能显示出乳腺癌晚期诊断和死亡率方面的显著种族差异。然而,局部相关系数的值表明,这两种类型的种族/族裔差异的关联在不同的地理区域有所不同。
本研究可能具有健康政策意义,可以通过在目标地区实施有效的干预计划,帮助弱势少数群体早期发现乳腺癌。