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Healthcare Data Insights

In-depth guides, tutorials, and best practices for database design, data architecture, and healthcare data modeling.

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Risk Adjustment Articles

1 article

Risk Adjustment

HCC Risk Adjustment Data Model: Building Accurate Risk Score Pipelines

A practical guide to designing the Snowflake and BigQuery data models that power CMS-HCC V28 risk adjustment — including RAF score calculation, member-HCC mapping tables, and the data quality checks that prevent audit findings.

13 min read·Apr 29
HCCrisk adjustment
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