Data quality is paramount in neonatal care. Ensuring data accuracy involves rigorous data entry protocols, regular audits, and the use of standardized terminologies. Data completeness is ensured by comprehensive data collection forms and real-time monitoring systems. Furthermore, data consistency is maintained through inter-operable electronic health records (EHR) systems.