Systems Intelligence & Data Analytics seeks to assure complete and accurate data through a variety of means including:
- Careful labeling of all variables (e.g., populations included, range of programs addressed)
- Data checks for out-of-range entries
- Cross-comparisons with other data sets
- Definition of terms
- Regular review and reconsideration of how external agencies operationalize and define important data items