Georgia consistently has one of the highest maternal mortality rates in the nation. We investigate what factors may be associated with the closure of nine labor and delivery units (LDUs) in rural Georgia from 2012 to 2016, leveraging both statistical and qualitative analysis. We find that rural LDU closures are associated with higher proportions of Black and low-income patients, among other factors.