CRC Quality of Care Measures 2 — Questions and Answers
Question 1: How does accurate risk adjustment coding impact a Medicare Advantage plan's Star Rating?
- Higher RAF scores automatically increase Star Ratings
- Accurate coding ensures quality measure denominator populations are correctly identified (Correct answer)
- Star Ratings are based solely on patient satisfaction
- Risk adjustment has no connection to quality measurement
Correct answer: Accurate coding ensures quality measure denominator populations are correctly identified
Accurate coding ensures patients are correctly identified for quality measure populations. Without it, quality performance appears artificially inflated.
If 20% of diabetic patients are not coded, they are missing from quality measure denominators, making rates appear better than reality.
Question 2: How does risk adjustment data quality affect the HEDIS Controlling High Blood Pressure measure?
- No impact on blood pressure measures
- Accurate hypertension coding ensures all hypertensive members are in the denominator (Correct answer)
- Higher codes increase payment but decrease quality scores
- Only pharmacy data affects blood pressure measures
Correct answer: Accurate hypertension coding ensures all hypertensive members are in the denominator
HEDIS CBP requires identifying all members with hypertension. If hypertension is uncoded for some members, the denominator is incomplete.
If the plan has 10,000 hypertensive members but only 8,000 are coded, quality rates are misleadingly inflated.
Question 3: What is the relationship between RAPS and EDS for risk adjustment?
- RAPS and EDS are identical systems
- RAPS submits diagnosis codes only; EDS submits complete encounter data for both risk adjustment and quality measurement (Correct answer)
- EDS replaced RAPS entirely
- RAPS is for quality; EDS is for risk adjustment only
Correct answer: RAPS submits diagnosis codes only; EDS submits complete encounter data for both risk adjustment and quality measurement
RAPS is diagnosis-only for risk adjustment. EDS submits complete encounter records supporting both risk adjustment and quality measurement.
CMS is transitioning to EDS because richer data supports payment accuracy, quality measurement validation, and fraud detection.
Question 4: How can risk adjustment coding data support a heart failure readmission reduction initiative?
- By increasing RAF scores to generate revenue for programs
- By identifying all HF members, their complication profiles, and risk stratification for targeted care management (Correct answer)
- Risk adjustment data cannot be used for quality improvement
- By coding HF at the highest severity level
Correct answer: By identifying all HF members, their complication profiles, and risk stratification for targeted care management
Accurate coding creates a comprehensive dataset enabling risk stratification and targeted interventions.
Risk adjustment data serves dual purposes: payment accuracy and population health management.
Question 5: A plan's RAF scores increase year-over-year but health outcomes remain unchanged. What quality concern does this raise?
- No concern, higher scores mean sicker population
- The pattern suggests coding intensity increases without corresponding clinical complexity changes (Correct answer)
- Higher scores always indicate better documentation
- Unchanged outcomes prove better preventive care
Correct answer: The pattern suggests coding intensity increases without corresponding clinical complexity changes
Rising scores without utilization/outcome changes suggests coding practice changes rather than true population health changes.
CMS already applies a coding intensity adjustment. Persistent divergence between coded severity and actual utilization raises regulatory scrutiny.
Question 6: Which HEDIS measure most directly depends on accurate mental health coding?
- Breast Cancer Screening
- Follow-Up After Hospitalization for Mental Illness (FUH) (Correct answer)
- Comprehensive Diabetes Care
- Medication Reconciliation Post-Discharge
Correct answer: Follow-Up After Hospitalization for Mental Illness (FUH)
FUH requires identifying members hospitalized with a principal mental health diagnosis. Accurate coding determines whether the measure is triggered.
Miscoding the principal diagnosis can either miss members who should be tracked or inappropriately include others.
CRC Quality of Care Measures 2
How does accurate risk adjustment coding impact a Medicare Advantage plan's Star Rating?