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Criterion
Paper illustration for Change Analysis.
Operations
Change Analysis
Design Thinking as a learning loop: an observation notebook, a focused problem statement, different idea sketches, a cardboard prototype and user-test notes. Feedback leads to new understanding.
Innovation
Design Thinking
Paper illustration for Hypothesis-Driven Troubleshooting.
Engineering
Hypothesis-Driven Troubleshooting
A 5 Whys working surface connects an observable problem with evidenced causes, marked uncertainty and concrete countermeasures with ownership.
Operations
5 Whys
Purposedifferent
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.For complex user problems with an uncertain cause, the method connects observation, interpretation, and experiment into a learning cycle. It keeps the focus on real needs and avoids premature solution language. This produces robust decisions for product and service.When systems fail unexpectedly, spontaneous attempts often produce more noise than insight. Hypothesis-driven Troubleshooting translates symptoms into testable assumptions and makes troubleshooting learnable.For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description.
Complexitydifferent
MediumHighMediumLow
Timedifferent
45-120 min1 Tag bis mehrere Wochen30-240 min15-30 min
Participantsdifferent
2-64-101-62-6
Formatdifferent
Workshop + asyncWorkshopWorkshop + asyncWorkshop
Outputdifferent
Change Matrix, Cause Hypotheses, Validation Questions, Action ListProblem Statement, Prototype, Test LearningsHypothesis Log, Test Plan, Evidence Notes, Diagnosis SummaryRoot cause notes, Countermeasures
Tagsno overlap
ChangeRoot causeTroubleshootingComparison
InnovationPrototypeResearch
TroubleshootingProblem solvingDiagnosis
Root causeIncidentLeanProblem solving
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