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HEDIS Measures and Scores: A Comprehensive Overview

About the author: Chin Ramamoorthi has 20+ years across provider- and payer-side healthcare IT, with deep, hands-on expertise in Medicare Advantage risk adjustment and analytics. He leads product strategy, architecture, and delivery end to end — from concept through production.

Definition HEDIS (Healthcare Effectiveness Data and Information Set) is a standardized set of performance measures, developed and maintained by the National Committee for Quality Assurance (NCQA), that health plans use to measure and report the quality of care and service they deliver. According to NCQA, more than 90% of U.S. health plans use HEDIS to benchmark performance.

HEDIS is one of the most widely used quality-measurement tools in U.S. healthcare. This guide explains what HEDIS is, how its measures and scores work, and how quality measurement connects to risk adjustment and the RAF score.

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What Is HEDIS?

HEDIS is a tool used by health plans to measure performance on important dimensions of care and service. Because measures are defined precisely and reported consistently, HEDIS allows apples-to-apples comparison between plans. It is maintained by the NCQA and updated annually to reflect evolving clinical evidence and priorities.

HEDIS Measures

HEDIS includes roughly 90 measures organized across domains such as effectiveness of care, access and availability, experience of care, utilization, and health plan descriptive information. Common examples include controlling high blood pressure, diabetes care, cancer screening, and medication adherence. Each measure has strict technical specifications for the eligible population, numerator, and exclusions.

HEDIS Scores

A HEDIS score is the rate at which a plan meets a given measure for its eligible population. Scores roll up into broader ratings such as the NCQA Health Plan Ratings and feed the CMS Medicare Star Ratings, which directly affect plan bonuses and enrollment.

Why HEDIS Scores Matter in Healthcare

HEDIS scores drive quality bonuses, public reporting, accreditation, and member choice. For organizations in value-based care and population health management, HEDIS performance is both a quality scorecard and a revenue lever.

HEDIS vs. Risk Adjustment

HEDIS measures the quality of care delivered; risk adjustment, expressed as the RAF score, measures the predicted cost and complexity of the population. Both depend on accurate documentation, and both reward proactive chronic-disease management. A strong program treats HEDIS gap closure and accurate HCC capture as two outputs of the same well-documented encounter.

AspectHEDISRAF (risk adjustment)
What it measuresQuality of care deliveredPredicted cost and clinical complexity
Built fromMeasure specs (eligible population, numerator, exclusions)HCCs mapped from ICD-10 codes
OwnerNCQACMS (CMS-HCC model)
DrivesStar Ratings, quality bonuses, accreditationRisk-adjusted capitated payment
ResetsAnnuallyAnnually
Shared dependencyBoth rise or fall on the same accurate, specific clinical documentation

Examples of HEDIS Measures (and the Documentation They Require)

HEDIS gaps are not closed by activity alone — they are closed by documented, codable evidence in the record. The examples below pair common measures with the documentation that actually satisfies them (specifications change annually; confirm against the current NCQA technical specifications).

HEDIS measureDomainDocumentation that closes the gap
Controlling High Blood Pressure (CBP)Effectiveness of careA qualifying BP reading in the measurement year, documented and coded
Glycemic Status Assessment for Diabetes (GSD)Effectiveness of careHbA1c result documented; diabetes coded to specificity (also feeds the diabetes HCC)
Eye Exam for Patients with Diabetes (EED)Effectiveness of careRetinal / dilated eye-exam result documented by an eye-care professional
Breast and Colorectal Cancer Screening (BCS / COL)Prevention and screeningScreening date and result in the record within the measure window
Medication Adherence (PDC — diabetes, RAS, statins)Medicare Part D / StarsPharmacy fill history showing ≥80% proportion of days covered
Plan All-Cause Readmissions (PCR)UtilizationAccurate admission / discharge coding; risk-adjusted by condition

The pattern is consistent: the encounter that closes a HEDIS gap is usually the same encounter that should recapture an HCC. Diabetes coded to specificity for GSD also supports the diabetes-with-complications HCC that feeds the RAF score — one well-documented visit, two financial outcomes.

HEDIS, Star Ratings and Plan Revenue

HEDIS is the single largest input to the CMS Medicare Advantage Star Ratings. Stars are not just a quality scorecard — they are a direct revenue lever that sits alongside (not inside) RAF:

This is why HEDIS and risk adjustment are parallel revenue engines from the same documentation: the RAF score sets the base risk-adjusted payment, while Star Ratings (driven heavily by HEDIS) set the bonus and rebate on top. Mismanaging either leaves money on the table even when care quality is strong — the operational case for unifying gap closure with HCC recapture.

Conclusion

HEDIS is the backbone of quality measurement for U.S. health plans. Pairing strong HEDIS performance with accurate risk adjustment gives organizations both the quality and the funding to manage complex populations well.

Where HEDIS and RAF Actually Intersect (Operations View)

A common misconception is that HEDIS measures change RAF scores. They do not. The real intersection is operational: a single well-documented chronic-care encounter can simultaneously close a HEDIS gap and recapture an HCC that feeds the RAF score. Programs that run quality and risk adjustment in separate silos pay for the same patient outreach twice and still miss HCC recapture.

One encounterHEDIS outcomeRAF / HCC outcome
Diabetic annual visit + HbA1c + retinal examCloses diabetes-care gapsRecaptures diabetes-with-complications HCC
CKD stage documented and treatedSupports related quality measuresCaptures the CKD HCC
Medication adherence reviewAdherence measuresReinforces chronic-condition recapture

See how documentation drives both quality and risk

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Frequently Asked Questions

HEDIS is a standardized set of performance measures developed by the NCQA that health plans use to measure and report quality of care and service.

According to NCQA, more than 90% of U.S. health plans use HEDIS; it is also used by employers, regulators, and CMS via Star Ratings.

HEDIS includes roughly 90 measures across multiple domains of care, updated annually by the NCQA.

HEDIS measures the quality of care delivered; the RAF score measures the predicted cost and complexity of the population.

Common HEDIS measures include Controlling High Blood Pressure, glycemic status for diabetes, breast and colorectal cancer screening, eye exam for diabetes, and medication adherence (proportion of days covered).

HEDIS is the largest input to the CMS Medicare Advantage Star Ratings; higher Stars (4.0+) earn quality bonus payments and higher rebates, increasing plan revenue and enrollment.

This page is educational and does not constitute coding, billing, legal, or clinical advice. Standards, quality measures, and CMS rules change over time; always confirm against current official guidance and your organization's compliance team. CPT® is a registered trademark of the American Medical Association; HEDIS® is a registered trademark of the National Committee for Quality Assurance (NCQA). This page is independent and is not affiliated with, endorsed by, or sponsored by CMS, the AMA, or NCQA.