Background: A process problem with our MDR process was identified which had exhausted conventional unit-based approaches to improvement. We researched new processes and brainstormed on an “outside the box” approach to the Case Management model and MDR Daily Meetings. The new approach involved a dramatic Hospital-wide change of structure, associated with integration of multiple service [...]

Background: Accurate clinical documentation is essential for capturing patient severity of illness (SOI) and risk of mortality (ROM). These metrics directly influence hospital quality reporting, including rankings like Vizient and metrics such as Observed-to-Expected Mortality (O:E) ratios. Traditional documentation methods rely heavily on manual input, which in busy clinical practices, results in underrepresented patient risk [...]

Background: Traditional Length of Stay (tLOS) is commonly used in Hospital Medicine to assess hospital resource utilization and to incentivize reductions in patient stays. However, tLOS is often attributed to the discharging physician, which can lead to attribution errors and fairness concerns. These limitations can reduce the metric’s utility. In response, Pierce, Harrison, and Patel [...]