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| Criterion |  UX Research Affinity Diagramming |  Operations Failure Mode and Effects Analysis |  Decision Making Red Teaming |
|---|---|---|---|
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. | For a process, product, or service with noticeable failure risks, the method assesses possible failure modes in advance. It directs attention to combinations of occurrence, effect, and detectability. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Low | High | High |
Timedifferent | 45–90 min | 2-6 h | 1-4 h |
Participantsdifferent | 3-10 | 3-10 | 3-8 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | FMEA Table, Risk Priority, Mitigation Actions | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | SynthesisQualitativeRoot cause | RiskQualityOperationsRoot cause | RiskDecisionSensemaking |
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