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| Criterion |  UX Research Affinity Diagramming |  Decision Making Option Framing |  Decision Making Decision Framing Workshop |  Operations Change Analysis |
|---|---|---|---|---|
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. | In early decisions, alternatives are often still vague, incomplete, or blended together. Option Framing brings every possibility into a comparable form and makes visible which variant actually fits the question. | When a decision is poorly framed, even good answers deliver little value. A Decision Framing Workshop sharpens the problem, goal, and boundaries before the actual weighing begins. | 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. |
Complexitydifferent | Low | Medium | Medium | Medium |
Timedifferent | 45–90 min | 45-120 min | 60-120 min | 45-120 min |
Participantsdifferent | 3-10 | 3-8 | 4-10 | 2-6 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Theme clusters, Insight statements, Opportunity areas | Option Frames, Assumption Notes, Comparable Shortlist, Decision Inputs | Decision Frame, Decision Question, Criteria List, Evidence Plan | Change Matrix, Cause Hypotheses, Validation Questions, Action List |
Tagsno overlap | SynthesisQualitativeRoot cause | OptionsDecision framingStrategyComparison | Decision framingAlignmentCriteriaOptions | ChangeRoot causeTroubleshootingComparison |