Background: Medical procedure services (MPS) are increasingly implemented in Hospital Medicine programs to promote resident learning, support provider workloads, and expedite performance of common bedside medical procedures, including thoracentesis, paracentesis, and lumbar puncture (LP) [. Prior work has demonstrated safety and positive educational experience with MPS but little data exists on the impact of MPS [...]