What is Data Quality Management?
Data management is a wide umbrella that comprises all the disciplines related to managing data, seeing it like a valuable resource. According to the Data Management Association, that includes “the development and execution of architectures, policies, practices and procedures that properly manage the full data lifecycle needs of an enterprise”.
Data Quality Management are activities and programs implemented in order to ensure the quality and usability of the data, and includes (but not only):
- Data cleaning (also named data cleansing or data scrubbing)
- Data integrity
- Data enrichment
- Data quality and data validation
- Data quality assurance and data validation