To better understand factors that may impact infant mortality rates (IMR), we evaluated the consistency across birth hospitals in the classification of a birth event as either a fetal death or an early neonatal (infant) death using natality data from North Carolina for the years 1995–2000. | Variation in classification of live birth with newborn period death versus fetal death at the local level may impact reported infant mortality rate