While the business must be accountable for data ownership, IT needs to be proactive in providing solutions for data quality problems. There are five types of interrelated data quality issues:
- Data duplication
- Stale data
- Incomplete data
- Invalid data
- Data conflicts
Each problem requires a combination of corrective and preventative measures by the business and IT. Use this research to help clean-up enterprise data and keep it clean going forward.