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| Criterion |  UX Research Surveys |  Operations Change Analysis |  Facilitation Stakeholder Mapping |
|---|---|---|---|
Purposedifferent | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | When an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 3-14 Tage | 45-120 min | 60–90 min |
Participantsdifferent | 50+ | 2-6 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | QuantitativeResearchValidation | ChangeRoot causeTroubleshootingComparison | StakeholdersAlignmentFacilitationChange |
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