This guide is intended for data practitioners, quality managers, research and anyone responsible for ensuring that data are fit for purpose. The guide adopts the ISO 25012 data quality model, extending to four additional dimensions of governance, usefulness, quality and semantics. It provides both conceptual ground work and practical examples that support the design and implementation of effective data quality programmes
01 Mar 2026
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