Development of the Health Disparities Prevention Quality Index for Medicare Accountable Care Organizations
Anderson A. Walker B. Duran A.T. Aung M. Mukashev N. Callison K.
1 June 2025Mary Ann Liebert Inc.
Health Equity
2025#9Issue 1296 - 304 pp.
Background: Value-based care aims to improve quality and reduce costs, yet racial and ethnic disparities in health outcomes persist, including within Medicare Shared Savings Program accountable care organizations (ACOs). This study introduces the Health Disparities Prevention Quality Index (HDPQI), a novel measure designed to evaluate disparities in preventable hospital admissions, using heart failure (HF) as a case study. Methods: We analyzed administrative claims for Medicare Fee-for-Service beneficiaries (2018-2019) attributed to 476 ACOs. The HDPQI stratifies preventable HF admissions by race/ethnicity, sex, and dual eligibility, producing subgroup observed-to-expected (O:E) ratios, which are aggregated to generate ACO-level scores. Higher scores indicate more preventable admissions than expected. We used t-tests to compare HDPQI scores and related metrics between higher- and lower-performing ACOs (top and bottom 50%) and assessed sensitivity to varying HF prevalence rates. Results: Higher-performing ACOs (bottom 50%) had an average HDPQI score of 1.13, compared with 1.40 for lower-performing ACOs (top 50%). Lower-performing ACOs exhibited significantly higher total inpatient admissions (1.79 vs. 1.70 per beneficiary, p < 0.001) and greater proportions of HF patients with inpatient admissions (1.46 vs. 1.12, p < 0.001). Subgroup analysis revealed dual-eligible Black females had the highest disparities (O:E ratio = 1.9), while Asian subgroups consistently exhibited lower scores (e.g., Asian males O:E ratio = 0.4). Lower-performing ACOs also showed greater variability in subgroup metrics and higher mean subgroup scores (1.51 vs. 1.26, p < 0.001). Conclusion: The HDPQI provides a granular tool to quantify disparities in preventable HF admissions and identify performance gaps. These results highlight the importance of subgroup-specific strategies to advance equity within ACOs and lay the foundation for validating the HDPQI for broader applications in value-based care.
health equity measurement , Medicare shared savings , value-based care
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Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
Department of Health Policy and Management, Tulane University Celia Scott Weatherhead School of Public Health and Tropical Medicine, New Orleans, LA, United States
Division of Cardiology, Columbia University Irving Medical Center, New York, NY, United States
Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
Center for Health, Policy and Management, SDU University, Kaskelen, Kazakhstan
Murphy Institute for Political Economy, Tulane University, New Orleans, LA, United States
Department of Health Policy and Management
Department of Health Policy and Management
Division of Cardiology
Department of Population and Public Health Sciences
Center for Health
Murphy Institute for Political Economy
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