# Quality Metrics Measurement

> Collect, calculate, and report healthcare quality metrics including core measures, HEDIS, patient safety indicators, and value-based purchasing measures

- Skill: `a5c-ai/quality-metrics-measurement` (Agent Skill)
- Install (CLI): `npx skillmds@latest add a5c-ai/quality-metrics-measurement`
- Raw SKILL.md: https://api.skillmd.com/api/skills/a5c-ai/quality-metrics-measurement/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: a5c-ai (https://skillmd.com/u/a5c-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/a5c-ai/quality-metrics-measurement

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# Quality Metrics Measurement

Collect, calculate, and report healthcare quality metrics including core measures, HEDIS, patient safety indicators, and value-based purchasing measures.

## Overview

This skill enables measurement and reporting of healthcare quality metrics. It encompasses data collection, metric calculation, benchmarking, and reporting to support quality improvement and regulatory compliance.

## Capabilities

### Core Measures
- CMS quality measures
- Joint Commission measures
- State-required metrics
- Specialty-specific measures
- Outcome measures

### HEDIS Metrics
- Effectiveness of care
- Access/availability
- Experience of care
- Utilization metrics
- Health plan measures

### Patient Safety Indicators
- AHRQ PSIs
- Hospital-acquired conditions
- Never events tracking
- Mortality indicators
- Complication rates

### Value-Based Metrics
- Value-based purchasing measures
- MIPS quality measures
- ACO quality metrics
- Bundled payment measures
- Risk adjustment

## Usage Guidelines

### Measurement Process
1. Identify required measures
2. Define data sources
3. Establish collection methods
4. Calculate metrics accurately
5. Validate data quality
6. Benchmark performance
7. Report results

### Data Quality
- Validate data completeness
- Verify accuracy
- Check for outliers
- Ensure consistency
- Document exceptions

### Reporting Standards
- Follow specification manuals
- Meet submission deadlines
- Use required formats
- Document methodology
- Maintain audit trails

## Integration Points

### Related Processes
- PDSA Cycle Implementation
- Quality Reporting Program Compliance
- HRO Implementation

### Collaborating Skills
- clinical-workflow-analysis
- patient-safety-event-analysis
- regulatory-compliance-assessment

## References

- CMS quality measure specifications
- NCQA HEDIS technical specifications
- AHRQ quality indicators
- Joint Commission standards