The results of the present study suggest that the early neonatal component of perinatal mortality may be associated with mothers’ exposure to air pollution from traffic near their homes. Although we could not provide strong evidence of such association, the consistent literature and the biologic plausibility indicate that motor vehicle exhaust exposures may be important for this outcome.