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| Criterion |  Systems Thinking Polarity Mapping |  Growth Hooked Model |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | Polarity Mapping makes tensions between two opposing poles tangible, such as standardization and adaptation or control and autonomy. The method guards against making apparent either-or decisions prematurely. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-2 h | Multiple workshops over several weeks | 45-60 min |
Participantsdifferent | 3-12 | 2-8 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Polarity Map, Warning Signs, Balance Actions | Hooked loop, Trigger map, Reward design, Ethics check | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | Systems thinkingTradeoffsLeadership | GrowthBehaviorRetention | AssumptionsRiskExperimentsValidation |
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