HCC Risk Adjustment Data Model: Building Accurate Risk Score Pipelines in SQL

For a Medicare Advantage plan with 100,000 members, a 0.01 difference in average RAF score translates to roughly $4 million in annual revenue. A modeling error that drops 3% of valid diagnosis codes does not produce an error. The pipeline runs clean, the submission goes out, and the plan receives si