Abstract: Systems and methods are disclosed for reducing redundancy in medical database management. An example system may include an application program interface communicatively linked to a user interface associated with each of: a plurality of hospital information systems, a plurality of source devices associated with each of the plurality of hospital information systems, and a plurality of electronic data management systems. The system may further include a mapping module configured to map lexical tokens between patient-specific data forms used by each of the system components. An example method may performed by a computing device having one or more processors may include receiving, from the source devices, patient-specific health data; generating updates to patient-specific electronic health records (EHR) for patients; generating patient-specific electronic data capture (EDC) data associated with the patients, and updating electronic data management systems with the patient-specific EDC data.