Claims Analytics Platform Capabilities
| Capability | Description | Business Value |
|---|---|---|
| Population health analytics | Segment population by risk, condition, and cost | Identify intervention opportunities |
| Cost driver analysis | Identify top cost drivers by condition, provider, and service | Prioritize cost management initiatives |
| Benchmark comparison | Compare costs and utilization to industry peers | Identify performance gaps |
| Predictive analytics | Identify high-risk members before costs escalate | Enable proactive intervention |
| Program ROI measurement | Measure the impact of wellbeing and disease management programs | Justify program investments |
Platform Selection Criteria
Key platform selection criteria: (1) data integration — can the platform ingest data from your carrier, TPA, PBM, and wellbeing vendors?; (2) user interface — is the platform accessible to HR staff without data science expertise?; (3) benchmark database — does the platform have a robust benchmark database for comparison?; (4) support — does the platform provide analytical support to help you interpret results?; and (5) HIPAA compliance — is the platform HIPAA-compliant?
Analytics Governance
Pro Tip
Claims analytics platforms deliver value only when insights are acted upon. Establish an analytics governance process: monthly analytics reviews with HR and finance leadership, quarterly action planning based on analytics findings, and annual program design updates driven by analytics insights. Without a governance process, analytics platforms become expensive dashboards that no one uses.