“…Using survey data, we constructed indicator variables that describe the organization of obstetrical services and obstetrical anesthesia. The variables were identified as potentially associated with maternal outcomes as a result of a literature review and deliberations of a panel of experts (Minnick and Needleman 2008). These included the presence of an obstetric anesthesia provider 24 hours per day, facilities to perform a nonemergency cesarean delivery in the labor and delivery area, the proportion of patients reported to labor and deliver in the same room, the number of health care personnel present at a cesarean procedure, minutes to transport a patient for an emergency cesarean delivery from site of labor, and volume (defined as the number of births at the hospital in the year studied divided by 1,000 to make interpretation of the results easier).…”