Informing Medicare's Two-Midnight Rule Policy With an Analysis of Hospital-Based Long Observation Stays

Patients with observation stays lasting longer than 48 hours are a clinically distinct population. Our findings support the conceptual underpinnings of the Two-Midnight Rule, but suggest that observation versus inpatient determinations should be based on actual length of stay rather than prospective prediction to reduce the administrative ambiguity this policy has created.