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Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
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CMS Hospital Value-Based Programs: Refinements Are Needed To Reduce Health Disparities And Improve Outcomes.

Charles N Kahn1, Kimberly Rhodes2, Sarmistha Pal3

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|July 5, 2023
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Summary
This summary is machine-generated.

Centers for Medicare and Medicaid Services (CMS) value-based programs may unfairly penalize hospitals. Uncontrollable factors like patient complexity and community needs, especially in underserved areas, impact penalties, suggesting a need for health equity adjustments.

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Area of Science:

  • Health Services Research
  • Health Policy Analysis
  • Healthcare Quality Improvement

Background:

  • Centers for Medicare and Medicaid Services (CMS) utilize value-based programs to adjust hospital payments based on quality performance.
  • Key programs include the Hospital Readmissions Reduction Program, Hospital Value-Based Purchasing Program, and Hospital-Acquired Condition Reduction Program.
  • These programs aim to incentivize improved healthcare delivery and patient outcomes.

Purpose of the Study:

  • To analyze value-based program penalty results across three major CMS hospital programs.
  • To assess the impact of patient and community health equity risk factors on hospital penalties.
  • To determine if CMS programs adequately account for health equity in their penalty structures.

Main Methods:

  • Analysis of penalty data from CMS value-based programs.
  • Statistical assessment of relationships between hospital penalties and uncontrollable factors.
  • Inclusion of medical complexity (Hierarchical Condition Categories), uncompensated care, and community characteristics (e.g., population living alone).

Main Results:

  • Statistically significant positive relationships found between hospital penalties and uncontrollable factors: medical complexity, uncompensated care, and population living alone.
  • These environmental factors disproportionately affect hospitals serving historically underserved populations.
  • CMS programs may not fully account for community-level health equity risk factors.

Conclusions:

  • Current CMS value-based programs may inadvertently penalize hospitals based on factors beyond their control.
  • Health equity considerations, particularly community-level factors, appear inadequately addressed.
  • Program refinements incorporating explicit health equity risk factors are recommended to ensure fairness and intended outcomes.