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| Criterion |  Engineering Goal Question Metric |  Systems Thinking VUCA Scan |  Facilitation Alignment Mapping |  Facilitation Stakeholder Mapping |
|---|---|---|---|---|
Purposedifferent | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | When several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. | When an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 90-180 min | 30-90 min | 1-2 h | 60–90 min |
Participantsdifferent | 3-6 | 1-10 | 4-12 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | GQM Table, Metric Profiles | VUCA Map, Response Options, Signal and Learning Plan | Alignment Map, Open Issues, Decision Questions | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | MetricsMeasurementEngineeringAlignment | SensemakingUncertaintyComplexityStrategyForesight | AlignmentStakeholdersStrategyFacilitation | StakeholdersAlignmentFacilitationChange |