Clinical Quality Measure

CQM

clinical

Updated 5/15/2026

Definition

A standardized, logic-based metric used to assess healthcare quality, patient safety, and clinical effectiveness within EHR and claims systems. CQMs are defined by CMS and reported via eCQM frameworks, HEDIS, or MIPS, driving value-based care analytics and provider performance reporting.

Standard Abbreviation

CQM

Database Usage

-- Example column naming
CREATE TABLE claims (
  clm_id VARCHAR(50),
  cqm VARCHAR(100),  -- Clinical Quality Measure (max 100 chars)
  ...
);

-- Example in SELECT
SELECT
  clm_id,
  cqm as clinical_quality_measure
FROM claims;

Common uses in healthcare data

Risk stratification and population health analytics
CMS-HCC risk adjustment and RAF score calculation
Quality measure attribution and HEDIS reporting
Clinical data warehouse schema design
Value-based care contract performance tracking

Example database column name

ISO-11179 snake_case standard

-- Recommended column name
cqm

-- Example DDL
CREATE TABLE healthcare_data (
  record_id   VARCHAR(50)   NOT NULL,
  cqm          VARCHAR(100),  -- Clinical Quality Measure (max 100 chars)
  created_dt  TIMESTAMP     NOT NULL DEFAULT NOW()
);

Column names follow the ISO-11179 naming convention: lowercase, underscore-separated, using the standard abbreviation as a prefix where applicable.

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