A healthcare organization needs to identify patients eligible for a new hypertension management program. Eligibility criteria:
- Diagnosis code I10 (essential hypertension)
- Age 65-75
- Active patient status
- Hospital admission within the last 3 months
- Eligibility logic implementation — joining patient data to business rules
- Data quality assessment — identifying missing admission dates
- Volume troubleshooting — understanding why patient counts change
- Logic breakdown — showing intermediate steps for validation
- Near-miss analysis — identifying patients who almost qualify
schema.sql— Table creation statementseligibility_queries.sql— Main eligibility determinationdiagnostic_queries.sql— Data quality and troubleshooting queries
This same pattern applies to:
- Clinical trial recruitment
- Prior authorization automation
- Disease surveillance case finding
- Program enrollment determination