1. Use of Common Data Models: Adopting standardized data models and terminologies, such as those provided by the HL7 or LOINC, can help ensure consistency across datasets. 2. Data Mapping: Creating mappings between different data formats and terminologies to enable seamless integration. 3. Guidelines and Protocols: Establishing clear guidelines and protocols for data collection and reporting.