Background: Under the Hospital Readmissions Reduction Program (HRRP), a value-based quality initiative by the Centers for Medicare and Medicaid Services (CMS), the 30-day readmission rate is a critical metric for determining financial penalties for hospitals. However, this metric only accounts for patients readmitted to inpatient units, excluding those who return for observation unit stays or [...]