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| Criterion |  UX Research First-click Testing |  Decision Making Pareto Analysis |  Operations 8D Problem Solving |  Operations Eat the Frog |
|---|---|---|---|---|
Purposedifferent | When users immediately turn the wrong way on a screen or wireframe, first click testing checks initial orientation at high speed. The first click shows early whether expectation, labeling, and wayfinding fit together. | In many problem situations, effect is distributed unequally across many causes. A Pareto Analysis separates the few drivers with high leverage from the long remainder and focuses attention on what measurably moves the needle. | For an acute quality or delivery problem, the method structures immediate protection and root cause work together. It keeps the situation stable while the actual cause is investigated cleanly. | The method protects energy and attention for the task that creates the largest progress and is often postponed. |
Complexitydifferent | Low | Low | High | Low |
Timedifferent | 1-2 Tage | 30-60 min | 1-6 Wochen | 15-90 min daily |
Participantsdifferent | 10-30 | 1-6 | 4-10 | 1 |
Formatdifferent | Async | Workshop + async | Workshop + async | Async |
Outputdifferent | Click Heatmap, Success Rate, Design Recommendations | Pareto Chart, Top Causes, Focus List | 8D Report, Containment Plan, Root Cause Evidence, Corrective Action Plan | Priority Task, Completion Note, Daily Focus |
Tagsno overlap | UXNavigationFindabilityValidation | PrioritizationQualityFocusRoot cause | QualityProblem solvingRoot cause | PrioritizationProductivityFocusExecution |