Health information systems, such as EHRs and Health Information Exchanges (HIEs), play a crucial role in enhancing data completeness. These systems facilitate the accurate and efficient collection, storage, and sharing of health data. They also provide tools for tracking and analyzing data, which can help identify trends and gaps in neonatal care.