What are the best practices for ensuring data quality?

What are the best practices for ensuring data quality?

To ensure data quality, you should implement validation rules, conduct regular audits, and provide training for data entry.

Can you explain what validation rules are?

Validation rules are criteria that data must meet to be considered accurate and reliable, such as format checks or range limits.

How often should I conduct data audits?

It's recommended to conduct data audits at least quarterly, but the frequency can depend on the volume and criticality of the data.

What training should I provide for data entry staff?

Training should cover data entry standards, the importance of accuracy, and how to use validation tools effectively.