Articles

Avoided Costs Isnโ€™t Just Lower Utilization: Guardrails That Prevent Risk Displacement
Utilization can fall for the wrong reasonsโ€”restricted access, unmet need, or shifting risk to families and emergency services. This article explains the guardrails and governance routines that make avoided-cost claims credible, including access measures, safeguarding signals, and cohort integrity checks. Read more...
Avoided Costs & Demand Reduction: How to Prove Value Without Overclaiming Savings
โ€œAvoided costโ€ is persuasive only when itโ€™s defined, governed, and tied to delivery practice. This article shows how HCBS and LTSS providers evidence demand reduction credibly using clear counterfactuals, leading indicators, and audit-ready governance that commissioners and MCOs can trust. Read more...