Data governance is an approach that public and private entities can use to organize one or more aspects of their data management efforts, including business intelligence (BI), data security and privacy, master data management (MDM), and data quality (DQ) management. This series describes the basic elements of a data governance initiative for privacy, confidentiality, and compliance.