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Exploring Metadata Catalogs in Health Care Data Ecosystems: Taxonomy Development Study
To define the meta-dimensions, the FAIR framework was used [7]. These well-known data principles postulate an accepted approach to the discoverability and usability of RWD [19]. While FAIR emphasizes making data interoperable and reusable, it inherently involves considerations related to data governance and harmonization [40].
In step 2 in Figure 1, ending conditions for the iterative part of the process are defined, determining its termination criteria.
JMIR Form Res 2025;9:e63396
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Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study
Practice of FAIR principles: finally, analyzing the repository’s adherence to the FAIR principles as a supplementary assessment.
Data resources and services dimensions are primarily determined by repository and portal characteristics, while resource organization, quality control, and semantics leverage insights from relevant literature and the ISO/IEC 11179 standard. Practice of FAIR adheres to the FAIR principle and its 15 subprinciples.
JMIR Med Inform 2024;12:e60293
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