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| Criterion |  UX Research Surveys |  Knowledge Modeling IBIS |  Innovation Design Sprint |  Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | When the product question is unclear and time pressure is high, the method takes a team from an open idea to a testable solution. It connects problem understanding, decision, and learning in one compact format, lowering the risk of spending a lot of energy on a mere guess. | 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 | Medium | High | Medium |
Timedifferent | 3-14 Tage | 1-3 h | 4-5 Tage | 1-3 h |
Participantsdifferent | 50+ | 2-8 | 5-8 | 1-8 |
Formatdifferent | Async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Survey Results, Charts, Segment Insights | Issue Map, Positions, Argument Notes | Prototype, Test Findings, Decision Rationale | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | QuantitativeResearchValidation | RationaleKnowledgeDecision | Design sprintPrototypeValidationInnovation | SensemakingDecisionRationale |