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| Criterion |  Knowledge Modeling Shape-First Modeling |  Decision Making Delphi Method |  Business Strategy VRIO Framework |
|---|---|---|---|
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 knowledge is distributed and direct dominance should be avoided, groups quickly fall under the sway of their opinion leaders. The Delphi Method gathers assessments iteratively and gradually brings expert judgments closer together. | The VRIO Framework rates resources and capabilities on whether they are Valuable, Rare, Inimitable, and Organized. It compares strengths, risks, market logic, and courses of action. The result is captured as a VRIO table and strategic actions. |
Complexitydifferent | Medium | High | Medium |
Timedifferent | Halber Tag pro Domain Slice | 1-4 Wochen | 90-180 min |
Participantsdifferent | 1-4 | 6-30 Experten | 3-6 |
Formatdifferent | Workshop + async | Async | Workshop |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Expert Forecast, Consensus Range, Assumption Notes | VRIO Table, Strategic Actions |
Tagsno overlap | Knowledge graphValidationSemantic | ForecastingExpertsDecisionStrategy | StrategyDiagnosisBusiness modelCapability |
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