View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  UX Research Personas |  Knowledge Modeling Knowledge Mapping |  Decision Making Constraint Analysis |  Knowledge Modeling Concept 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. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 1-3 Tage | 1-3 h | 30-90 min | 1-2 h |
Participantsdifferent | Internes Team | 3-12 | 2-8 | 1-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Persona Profiles, Needs Summary, Scenario Notes | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Concept Map, Relationship Labels, Knowledge Gaps |
Tagsno overlap | ResearchCustomerSynthesis | KnowledgeMappingRisk | ConstraintsDecisionPlanningOptions | KnowledgeConceptsMappingSensemaking |