sabibou / high-frequency-checks

A Stata template for high frequency checks of field data at Innovations for Poverty Action

high-frequency-checks

A Stata template for high frequency checks of field data at Innovations for Poverty Action

Daily Checks

• 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

Enumerator Dashboards

• 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)

Research Dashboards

• 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