Related Experiment Video
Updated: May 15, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Association between Medicare Advantage plan star ratings and enrollment
Rachel O Reid1, Partha Deb, Benjamin L Howell
1Centers for Medicare & Medicaid Services, Center for Medicare & Medicaid Innovation, Rapid-Cycle Evaluation Group, Baltimore, MD 21244, USA.
Medicare Advantage star ratings significantly influence enrollment decisions. Higher ratings increase the likelihood of enrollment for both new and switching beneficiaries, though effects vary by demographic group.
Area of Science:
- Health Services Research
- Health Policy
- Consumer Behavior
Background:
- The US Centers for Medicare & Medicaid Services (CMS) uses star ratings to reflect Medicare Advantage (MA) plan quality.
- These ratings are intended to help beneficiaries make informed enrollment choices.
Purpose of the Study:
- To evaluate the association between publicly reported MA plan quality ratings and beneficiary enrollment patterns.
- To understand how MA star ratings impact decisions for both new enrollees and those switching plans.
Main Methods:
- A cross-sectional study analyzed 2011 MA enrollment data.
- Included 952,352 first-time enrollees and 322,699 plan switchers.
- Conditional logit regression modeled the relationship between star ratings and enrollment, controlling for beneficiary and plan characteristics.
Main Results:
- A 1-star increase in MA rating correlated with a 9.5 percentage-point higher likelihood of enrollment for new beneficiaries.
- For switching beneficiaries, a 1-star increase was associated with a 4.4 percentage-point higher likelihood of enrollment.
- The association between star ratings and enrollment was weaker for Black, rural, low-income, and younger beneficiaries.
Conclusions:
- The CMS 5-star rating system for Medicare Advantage plans demonstrably influences beneficiary enrollment decisions.
- Quality ratings serve as a significant factor in plan selection, impacting both initial and subsequent enrollment choices.
Related Concept Videos
Standards of Care I
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
National Nursing Organizations II
The AACN emphasizes a healthy work environment through six standards to achieve an optimal patient outcome. The standards are appropriate staffing, meaningful recognition, collaboration, authentic leadership, effective communication, and decision-making. In addition, AACN provides certification programs, webinars, journals, and...
Types of Records II: Educational and Administrative Records
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...