datakvalitetsinitiativer
Datakvalitetsinitiativer are organizational projects aimed at improving data quality across information systems. They address data accuracy, completeness, timeliness, consistency, validity, and integrity, enabling reliable reporting, analytics, and operational decisions. These initiatives typically span governance, process redesign, metadata management, and technology-enabled cleansing and monitoring.
Governance and roles: A data governance framework assigns accountability through roles such as data owners and
Techniques and activities: Data profiling to assess quality, data cleansing to correct errors, standardization to enforce
Lifecycle and integration: Datakvalitetsinitativer are embedded in data pipelines, data warehouses, and BI environments. Activities include
Outcomes and challenges: Benefits include improved decision quality, regulatory compliance, and operational efficiency. Common challenges include