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| Criterion |  UX Research Card Sorting |  Operations ALPEN Method |  Operations RACI Matrix |  Engineering Golden Path |
|---|---|---|---|---|
Purposedifferent | When content only makes sense internally and users can't find the structure again, card sorting exposes their mental order. Terms, groups, and naming are then aligned with the target group's expectations. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. | With unclear responsibilities across several roles or areas, the method creates unambiguous accountability logic. It reduces friction because decision, execution, contribution, and information become separately visible. | When teams need a reliable default path for frequent use, sprawl quickly emerges without any guiding logic. Golden Path bundles the preferred path so good practice becomes easy and deviation becomes deliberate. |
Complexitydifferent | Low | Low | Low | Medium |
Timedifferent | 20-45 min | 10-20 min daily | 45-90 min | 1-3 Tage Setup, laufend |
Participantsdifferent | Based on research question | 1 | 2-8 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | Content groups, Label set, IA hypotheses | Daily Plan, Time Estimates, Review Notes | RACI Matrix, Responsibility Map, Decision Notes | Golden Path Guide, Templates, Quality Checks |
Tagsno overlap | Information architectureNavigationStructure | PlanningTime managementProductivityOperations | RolesResponsibilityGovernanceOperations | EngineeringProductivityGovernance |