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| Criterion |  UX Research Affinity Diagramming |  Facilitation Alignment Mapping |  Systems Thinking VUCA Scan |
|---|---|---|---|
Purposedifferent | 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. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 45–90 min | 1-2 h | 30-90 min |
Participantsdifferent | 3-10 | 4-12 | 1-10 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Alignment Map, Open Issues, Decision Questions | VUCA Map, Response Options, Signal and Learning Plan |
Tagsno overlap | SynthesisQualitativeRoot cause | AlignmentStakeholdersStrategyFacilitation | SensemakingUncertaintyComplexityStrategyForesight |
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