Cook Benjamin Lê, Manning Willard G
Cambridge Health Alliance/Harvard Medical School, Center for Multicultural Mental Health Research, Somerville, MA 02143, USA.
Health Serv Res. 2009 Oct;44(5 Pt 1):1603-21. doi: 10.1111/j.1475-6773.2009.01004.x. Epub 2009 Jul 27.
To assess whether black-white and Hispanic-white disparities increase or abate in the upper quantiles of total health care expenditure, conditional on covariates.
Nationally representative adult population of non-Hispanic whites, African Americans, and Hispanics from the 2001-2005 Medical Expenditure Panel Surveys.
We examine unadjusted racial/ethnic differences across the distribution of expenditures. We apply quantile regression to measure disparities at the median, 75th, 90th, and 95th quantiles, testing for differences over the distribution of health care expenditures and across income and education categories. We test the sensitivity of the results to comparisons based only on health status and estimate a two-part model to ensure that results are not driven by an extremely skewed distribution of expenditures with a large zero mass.
Black-white and Hispanic-white disparities diminish in the upper quantiles of expenditure, but expenditures for blacks and Hispanics remain significantly lower than for whites throughout the distribution. For most education and income categories, disparities exist at the median and decline, but remain significant even with increased education and income.
Blacks and Hispanics receive significantly disparate care at high expenditure levels, suggesting prioritization of improved access to quality care among minorities with critical health issues.
在考虑协变量的情况下,评估黑人和白人以及西班牙裔和白人在总医疗保健支出较高百分位数时的差距是扩大还是缩小。
2001 - 2005年医疗支出面板调查中具有全国代表性的非西班牙裔白人、非裔美国人和西班牙裔成年人口。
我们研究支出分布中未经调整的种族/族裔差异。我们应用分位数回归来衡量中位数、第75百分位数、第90百分位数和第95百分位数处的差距,检验医疗保健支出分布以及不同收入和教育类别之间的差异。我们测试结果对仅基于健康状况进行比较的敏感性,并估计一个两部分模型,以确保结果不受支出分布极度偏斜且大量为零值的影响。
黑人和白人以及西班牙裔和白人在支出较高百分位数时的差距缩小,但在整个分布中,黑人和西班牙裔的支出仍显著低于白人。对于大多数教育和收入类别,中位数处存在差距且差距会缩小,但即使教育和收入增加,差距仍然显著。
黑人和西班牙裔在高支出水平时获得的医疗保健存在显著差异,这表明应优先改善有严重健康问题的少数群体获得优质医疗保健的机会。