Research & Data
Turning Field Data into Decisions
A practical framework for collecting, validating, and presenting field data so programme teams can act with confidence.
Good data becomes valuable only when teams can use it to make a decision. A strong field-data workflow starts with clear questions, practical tools, and shared definitions.
Start with the decision
Before designing a questionnaire or dashboard, define the decision the information must support. This keeps data collection focused and reduces unnecessary questions.
Build quality into every stage
- Use tested tools and unambiguous indicators.
- Train enumerators on both the tool and the purpose of the study.
- Review submissions daily while fieldwork is active.
- Document cleaning rules and changes.
Reliable evidence is a process, not a final spreadsheet.
Present the signal clearly
Decision-makers need a concise view of findings, limitations, and recommended actions. Dashboards and reports should make the next step easier to see.
