title: Measuring racial/ethnic disparities across the distribution of health care expenditures.
abstract: OBJECTIVE
  To assess whether black-white and Hispanic-white disparities increase or abate in the upper quantiles of total health care expenditure, conditional on covariates.
  
  
  METHODS
  Nationally representative adult population of non-Hispanic whites, African Americans, and Hispanics from the 2001-2005 Medical Expenditure Panel Surveys.
  
  
  METHODS
  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.
  
  
  RESULTS
  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.
  
  
  CONCLUSIONS
  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.
authors: Cambridge Health Alliance/Harvard Medical School, Center for Multicultural Mental Health Research, Somerville, MA 02143, USA. bcook@charesearch.org
authors: Benjamin Lê
authors: BL
authors: Cook
authors: Willard G
authors: WG
authors: Manning
mesh_terms: D005006:Ethnicity / Q000706:statistics & numerical data*; D005102:Health Expenditures / Q000706:statistics & numerical data*; D006302:Health Services Research; D006304:Health Status; D054625:Healthcare Disparities / Q000191:economics* / Q000706:statistics & numerical data*; D006801:Humans; D044469:Racial Groups / Q000706:statistics & numerical data*; D012959:Socioeconomic Factors; D014481:United States