Securing Federal Incentives: Advanced HEDIS & CAHPS Analytics for US Healthcare

We are an offshore partner for a US analytics company who served multiple health insurance providers to secure federal incentives through accurate HEDIS and CAHPS compliance assessments. Our role was to engineer a proactive analytics framework that moved these providers from retrospective reporting to a strategic, data-driven strategy. By tracking PCP attribution, patient demographics, and predicted compliance rates, we provided the clarity needed to meet strict government standards.

The technical infrastructure relied on a large-scale MS SQL Server environment managing massive datasets of and patient data. We developed sophisticated SQL queries with window functions and automated the workflow through custom stored procedures. This enabled weekly report refreshes, ensuring the insurance providers always had access to live compliance metrics and granular demographic insights.

By performing rigorous data cleaning on these large-scale datasets, we resolved inconsistencies that would have skewed performance scores. Our interactive Power BI reports became the definitive tool for the clients’ early assessments, identifying service gaps and providing the evidence required to successfully claim their government financial incentives.

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