BackgroundReducing neonatal mortality is one of the most important issue in developing countries. One powerful method to reduce the neonatal mortality rate is increase equity in access to health services by regionalization. This study employs national hospitalized birth data from march 2018 to march 2019 to determine the optimal number and location of Perinatal Care Services (PCS) and to manage the referral network of the region.MethodsThis research has examined effective criteria regarding PCS network design. These criteria include the equipment (number of Neonatal Intensive Care Unit (NICU) and ventilator), experts (number of neonatal expert and fellowship), gravity (actual journey of expectant mothers to hospitals), and the type of university manages hospital. Moreover, distances between demands and PCS were transformed into vehicular travel time according to the maximum speed limit in the country road network. There have been annual 315,992 hospitalized birth data. These data provided separately for each city and three types of service requirements according to the gestational age and birth weight, i.e., under 32 weeks or 1500 gram, between 32-34 weeks or 1500-2000 gram, and over 34 weeks or 2000 gram, which receive services of level I, II, and III, respectively. A model builder tool of ARC GIS software was applied to develop a three-level hierarchical location-allocation model to respond to the maximal demand in 30 (level I), 60 (level II), and 120 (level III) minuts of travel time. The developed model was then applied to serve neonates from uncovered cities. Moreover, the alternative PCS were determined for level III services to present more reliable solutions.ResultsObtained results revealed that the total 130, 121, and 86 PCS are needed to respond to demands of level I, II, III, respectively, in 373 different cities. The service level III has not covered 39 cities; hence another model assigned nearest PCS to these cities so that the travel distances from which to allocated centers were determined 173 min on average. ConclusionsRegionalization is an approach to increase spatial accessibility to health services. Finding the optimal location to implement PCS would gradually decrease neonatal mortality and morbidity. It can also reduce expenses of under-used local health centers and give better health care regarding the access to experts. In this way, regional services should be considered as a sustainable health care solution at the policy and decision-making levels of the region, national and universal healthcare network.