Respondent context
Know which perspective the rating represents.
Collect only attributes needed for analysis. Stakeholder type, region, relationship, or familiarity can explain differences without requiring names.
- Stakeholder group and organizational relationship.
- Relevant geography, function, sector, or supplier category.
- Familiarity and whether views are personal or organizational.