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| Criterion | ![]() UX Research Personas | ![]() Decision Making Red Teaming | ![]() UX Research User Interviews | ![]() Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | When target groups stay too vague and teams talk about the same people differently, personas create a shared, solid picture of usage. Condensed profiles make needs, contexts, and differences tangible enough for decisions. | 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. | 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. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. |
Complexitydifferent | Medium | High | Low | Medium |
Timedifferent | 1-3 Tage | 1-4 h | 30–60 min per interview | 1-3 h |
Participantsdifferent | Internes Team | 3-8 | 1 participant per interview | 1-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Challenge Findings, Risk Register, Mitigation Plan | Interview Notes, Themes, Insight Summary | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | ResearchCustomerSynthesis | RiskDecisionSensemaking | QualitativeResearchCustomerDiscovery | SensemakingDecisionRationale |



