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Risk Adjustment and the Assessment of Disparities in Dialysis Mortality Outcomes
Authors:John Kalbfleisch  Robert Wolfe  Sarah Bell  Rena Sun  Joseph Messana  Tempie Shearon  Valarie Ashby  Robin Padilla  Min Zhang  Marc Turenne  Jeffrey Pearson  Claudia Dahlerus  Yi Li
Institution:*Kidney Epidemiology and Cost Center.;Department of Biostatistics, and;Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan; and;§Arbor Research Collaborative for Health, Ann Arbor, Michigan
Abstract:Standardized mortality ratios (SMRs) reported by Medicare compare mortality at individual dialysis facilities with the national average, and are currently adjusted for race. However, whether the adjustment for race obscures or clarifies disparities in quality of care for minority groups is unknown. Cox model-based SMRs were computed with and without adjustment for patient race for 5920 facilities in the United States during 2010. The study population included virtually all patients treated with dialysis during this period. Without race adjustment, facilities with higher proportions of black patients had better survival outcomes; facilities with the highest percentage of black patients (top 10%) had overall mortality rates approximately 7% lower than expected. After adjusting for within-facility racial differences, facilities with higher proportions of black patients had poorer survival outcomes among black and non-black patients; facilities with the highest percentage of black patients (top 10%) had mortality rates approximately 6% worse than expected. In conclusion, accounting for within-facility racial differences in the computation of SMR helps to clarify disparities in quality of health care among patients with ESRD. The adjustment that accommodates within-facility comparisons is key, because it could also clarify relationships between patient characteristics and health care provider outcomes in other settings.
Keywords:dialysis  end-stage renal disease  mortality  outcomes  risk factors
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