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| Criterion |  Decision Making Constraint Analysis |  Growth Hooked Model |  Decision Making Decision Tree |  Growth North Star Metric |
|---|---|---|---|---|
Purposedifferent | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | 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. | For decisions with follow-on paths and dependencies, a linear comparison is often not enough. A Decision Tree shows how options branch under conditions and which consequences hang on each branch. | 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 | Low | Medium | Medium | Medium |
Timedifferent | 30-90 min | Multiple workshops over several weeks | 30-90 min | 1-2 h |
Participantsdifferent | 2-8 | 2-8 | 1-6 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Hooked loop, Trigger map, Reward design, Ethics check | Decision Tree, Option Map, Assumption List | North Star metric, Input metric tree, Measurement cadence |
Tagsno overlap | ConstraintsDecisionPlanningOptions | GrowthBehaviorRetention | DecisionTreeOptions | GrowthMetricsAlignmentRetention |