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Selected:Card SortingLASR (Lightweight Approach for Software Reviews)First-click TestingARID (Active Reviews for Intermediate Designs)
| Criterion |  UX Research Card Sorting |  Architecture LASR (Lightweight Approach for Software Reviews) |  UX Research First-click Testing |  Architecture ARID (Active Reviews for Intermediate Designs) |
|---|---|---|---|---|
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. | LASR helps development teams identify where their software falls short of important quality goals and which improvements to consider. A small group with existing system knowledge can make an initial assessment and investigate open questions in more detail. | 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. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 20-45 min | 3–4 h for initial assessment; preparation and deeper analysis additional | 1-2 Tage | 2–4 h review as a planning range; preparation and evaluation additional |
Participantsdifferent | Based on research question | 1 or a small team; particularly suitable for 3–4 people | 10-30 | Designers, developers as users, and facilitation |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Content groups, Label set, IA hypotheses | Lean Mission Statement describing the software’s purpose, Prioritized quality goals and evaluation criteria, Risks and estimated gaps against quality goals, More closely examined findings and open checks | Click Heatmap, Success Rate, Design Recommendations | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions |
Tagsno overlap | Information architectureNavigationStructure | ArchitectureQualityRiskAssessmentLean | UXNavigationFindabilityValidation | ArchitectureEngineeringFeedbackValidationTasks |