A Stata template for high frequency checks of field data at Innovations for Poverty Action
- 1. Check that all interviews were completed
- 2. Check that there are no duplicate observations
- 3. Check that all surveys have consent
- 4. Check that certain critical variables have no missing values
- 5. Check that follow up record ids match original
- 6. Check skip patterns and constraints
- 7. Check that no variable has all missing values
- 8. Check hard/soft constraints
- 9. Check specify other vars for items that can be included
- 10. Check that date values fall within survey range
- 11. Check that there are no outliers for unconstrained vars
- 1. Check the percentage of “don’t know” and “refusal” values for each variable by enumerator
- 2. Check the percentage giving each answer for key filter questions by enumerator
- 3. Check the percentage of survey refusals by enumerator
- 4. Check the number of surveys per day by enumerator
- 5. Check average interview duration by enumerator
- 6. Check the duration of consent by enumerator
- 7. Check the duration of other (anthropometrics, games, etc)
- 1. Survey progress towards recruitment goals.
- 2. Summary of key research variables.
- 3. Two way summaries of survey variables by demographic/geographic characteristics.
- 4. Refusal/not found rates by treatment status.
- 5. Maps/GIS