Strategies for Tracking and Improving CMS Star Rating Performance

Improving Medicare Advantage Plan Performance through Analytics and Targeted Strategies.

The CMS Star Rating program was developed to raise the quality of services provided to Medicare Advantage (MA) plan members and to empower consumers to select the highest quality plans. As the rating system continues to evolve, it is becoming increasingly difficult for providers and insurers to maintain and improve their ratings due to a variety of factors:

Plan administrators must deal with these challenges while providing great service to members and performing above average against other MA plans across 40 different quality metrics!

More specific information on the Star Ratings program can be found here:

https://www.cms.gov/stars-fact-sheet-2024.pdf

Why should plan administrators focus on Star Ratings?

Achieving an above average Star rating (4-star or above) is important for Medicare Advantage plans for many reasons. Here are a few statistics to highlight my point:

Introducing the GLCS MA Stars Analytics Platform

To give providers and plan administrators the insights they need to track, forecast and improve Star ratings, Great Lakes Consulting Services (GLCS) has developed an MA Stars Analytics Platform.

The platform was built on two core principles. First, success in Stars requires a consolidated view of quality metrics throughout each plan year. Second, a successful platform must provide plan administrators with a prospective view of ratings based on statistical and scenario modeling.

The GLCS platform is built on a dimensional data model to account for the flexibility required to track annual changes to measures, weights and cut point thresholds. The model is informed by 10+ years of published Star ratings results and paired with a set of prebuilt analytics and Tableau dashboards.

Our aim is to empower plan administrators, with just a few clicks, to review measure and rating projections, view historical trends by category, and spotlight areas for improvement.

The platform equips users with actionable insights needed to strategically target resources, engage clinicians, and close gaps in member care to improve health outcomes. Through data visualizations, advanced analytics and predictive modeling, we want to help plan administrators focus on the highest impact measures and take the guesswork out of year-end ratings results.

Key Categories

The GLCS platform leverages 10+ years of published ratings results from CMS to predict cut point thresholds and to project ratings for each applicable quality measure. For convenience, the results are summarized from 8 Health Plan and Drug Plan categories into 5 measurement groupings and aligned to the Stars rating system:

Clinical HEDIS             Member Perception

Clinical Pharmacy          Improvement

Operations

More to come …

CMS is continuing to advance the Star ratings program. Achieving above-average Star ratings will be progressively more difficult in the upcoming years. In the measurement year 2024, CMS will:

I think we are up for the challenge. We will strive to advance our platform and make every effort to help providers and plan administrators achieve and maintain high star ratings. I look forward to more blog posts to share our experiences along they way.