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| Criterion |  UX Research User Interviews |  Decision Making Pareto Analysis |  UX Research Affinity Diagramming |  Decision Making Eisenhower Matrix |
|---|---|---|---|---|
Purposedifferent | When teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | In many problem situations, effect is distributed unequally across many causes. A Pareto Analysis separates the few drivers with high leverage from the long remainder and focuses attention on what measurably moves the needle. | 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. | It separates true priorities from noise so it becomes clear what should be done now, scheduled, delegated, or dropped. |
Complexitysame | Low | Low | Low | Low |
Timedifferent | 30–60 min per interview | 30-60 min | 45–90 min | 15-30 min |
Participantsdifferent | 1 participant per interview | 1-6 | 3-10 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Interview Notes, Themes, Insight Summary | Pareto Chart, Top Causes, Focus List | Theme clusters, Insight statements, Opportunity areas | Eisenhower Matrix, Action List, Delegation Notes |
Tagsno overlap | QualitativeResearchCustomerDiscovery | PrioritizationQualityFocusRoot cause | SynthesisQualitativeRoot cause | PrioritizationFocusTasks |