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| Criterion |  Systems Thinking Systems Mapping |  UX Research User Interviews |  UX Research Affinity Diagramming |  Operations Change Analysis |
|---|---|---|---|---|
Purposedifferent | Systems Mapping arranges elements, relationships, and boundaries so a complex field becomes legible at a glance. The overview stabilizes the overall picture before detail work or steering begins. | 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 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. | 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 | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 30–60 min per interview | 45–90 min | 45-120 min |
Participantsdifferent | 3-12 | 1 participant per interview | 3-10 | 2-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | System Map, Dependencies, Leverage Points | Interview Notes, Themes, Insight Summary | Theme clusters, Insight statements, Opportunity areas | Change Matrix, Cause Hypotheses, Validation Questions, Action List |
Tagsno overlap | Systems thinkingMappingBoundariesChange | QualitativeResearchCustomerDiscovery | SynthesisQualitativeRoot cause | ChangeRoot causeTroubleshootingComparison |