Data Consistency Rate

The percentage of records across one or more systems, fields or datasets that conform to the agreed syntactic formats, controlled vocabularies, reconciliation rules and canonical identifiers established by the governing data model or authority file. Measurement requires clear normalization rules, reconciliation procedures and a delineation of scope (which systems, fields, and time window).