Automated Spend Analytics for State Medicaid Programs

Important context: This analysis identifies statistically unusual billing patterns for further review. Anomalies have many legitimate explanations: hospital outpatient facility fees, behavioral health service models, specialty care programs, and Medicaid program design all routinely produce billing patterns that appear unusual in aggregate data. These findings require additional investigation and clinical context before drawing any conclusions. Billing data alone cannot determine fraud, waste, or abuse.