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| Criterion |  Operations Change Analysis |  Growth Hooked Model |  Facilitation Stakeholder Mapping |  Growth North Star Metric |
|---|---|---|---|---|
Purposedifferent | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | 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 product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 45-120 min | Multiple workshops over several weeks | 60–90 min | 1-2 h |
Participantsdifferent | 2-6 | 2-8 | 2-8 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Hooked loop, Trigger map, Reward design, Ethics check | Stakeholder Map, Engagement Plan, Risk Notes | North Star metric, Input metric tree, Measurement cadence |
Tagsno overlap | ChangeRoot causeTroubleshootingComparison | GrowthBehaviorRetention | StakeholdersAlignmentFacilitationChange | GrowthMetricsAlignmentRetention |