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| Criterion |  Knowledge Modeling Shape-First Modeling |  Facilitation Stakeholder Mapping |  Facilitation Stakeholder Salience Model |
|---|---|---|---|
Purposedifferent | Shape-First Modeling defines data quality through shapes before implementation or integration frays at the edges. The approach fits when validation and data contracts should be part of the design from the start. | 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. | When stakeholders appear to matter very differently, the Stakeholder Salience Model rates their actual priority through power, legitimacy, and urgency. It turns individual contributions into a visible selection. The result is captured as a Salience diagram and a class-based strategy. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | Halber Tag pro Domain Slice | 60–90 min | 60-90 min |
Participantsdifferent | 1-4 | 2-8 | 3-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Stakeholder Map, Engagement Plan, Risk Notes | Salience Diagram, Strategy per Class |
Tagsno overlap | Knowledge graphValidationSemantic | StakeholdersAlignmentFacilitationChange | StakeholdersFacilitationAlignmentGovernance |
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