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MENTAL MODEL · M5819

Counterfactual History

Counterfactual History
DecideHigh supportDecision Science
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Updated 2026-08-05

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INTRODUCTION

English translation pending.

CORE DEFINITION

A method of historical and causal analysis that constructs alternative trajectories by varying one factor while holding others constant, in order to test how much a specific event or decision actually mattered. It distinguishes outcomes that were contingent on that factor from those that would have occurred anyway. The core claim is that causal importance can be estimated by comparison with a plausible alternative. The qualification is that counterfactuals must remain structurally plausible, since arbitrary alternatives prove nothing.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Use Single-Variable Test: Remove or change one factor and ask whether the outcome would have differed. - Use Redundancy Check: Treat an unchanged outcome as evidence that your contribution was not decisive. - Use Plausibility Filter: Reject counterfactuals that violate structural constraints rather than treating them as evidence.

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Anchor fast decisions

Causal weight is not observable in the actual sequence alone, since many factors operate at once and the outcome would look the same regardless. Varying one factor while holding the rest fixed isolates its contribution by comparison with a controlled alternative. This is why the method works only when the alternative is genuinely possible, because an impossible scenario removes the structural constraints that made the original outcome what it was.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Counterfactual_historyZH · Explicit
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