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Decision MakingMember ingredient

Category Size Bias

A proposed probability error in which an individual outcome seems more likely when it sits inside a larger category—but later high-powered studies suggest much of the effect came from confusing instructions.

Public evidence overview

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This preview is not the complete evidence base. Use it as a question to investigate in your own product, not as a prediction of what an individual will do.

Checked source previewAcademic paper

The Category Size Bias: A Mere Misunderstanding

Research-assisted source review

What it supports
Three of five original effects could be reproduced, but clearer wording reduced or eliminated them, one study reversed the effect and the authors concluded that the other two original findings were false positives.
Where it may not transfer
The paper is a strong direct challenge rather than a final proof that no category framing effect can ever occur. Some residual patterns and task variations remain, and probability judgments outside these experimental formats may have different information structures.
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