This study examines whether opening new medical residency programs improves health outcomes. Comparing counties with and without new residency programs, the research found that mortality rates fall by 4.8% where programs are introduced. However, similar benefits were not observed in rural areas, highlighting the importance of healthcare infrastructure and training location.