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| Criterion |  Operations Accountability Ladder |  UX Research Affinity Diagramming |  Facilitation Alignment Mapping |
|---|---|---|---|
Purposedifferent | With defensive reactions to problems, the method shifts the view from justification to ownership. It makes visible which reaction stage a person or team is currently stuck on. | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | When several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 20-45 min | 45–90 min | 1-2 h |
Participantsdifferent | 1-8 | 3-10 | 4-12 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Ownership Reflection, Action Commitment, Coaching Notes | Theme clusters, Insight statements, Opportunity areas | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | ResponsibilityLeadershipTeam | SynthesisQualitativeRoot cause | AlignmentStakeholdersStrategyFacilitation |
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