Young Children's Understanding of Prior and Posterior Probability

This study investigates 4-6-year-olds' ability to reason about prior and posterior probabilities, and how they update their decisions based on new evidence. Across two experiments, children made a prior probability guess and then, after receiving additional information, a posterior probability guess. Our findings suggest that children as young as four can make accurate prior probability guesses and in some cases, update them when given new evidence. Children's ability for probability updating improves with age. These results suggest that the ability to reason about posterior probabilities emerges earlier than previously thought, by age 4.

Publication Details

Journal
eScholarship (California Digital Library)
Published
2025-01-01
Primary Topic
Child and Animal Learning Development
Type
article
Field-Weighted Citation Impact
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article

Young Children's Understanding of Prior and Posterior Probability

eScholarship (California Digital Library)
Child and Animal Learning Development
article

Young Children's Understanding of Prior and Posterior Probability

article en

Abstract

This study investigates 4-6-year-olds' ability to reason about prior and posterior probabilities, and how they update their decisions based on new evidence. Across two experiments, children made a prior probability guess and then, after receiving additional information, a posterior probability guess. Our findings suggest that children as young as four can make accurate prior probability guesses and in some cases, update them when given new evidence. Children's ability for probability updating improves with age. These results suggest that the ability to reason about posterior probabilities emerges earlier than previously thought, by age 4.

eScholarship (California Digital Library)
Quality Education
Openalex Percentile: Top 43%
Child and Animal Learning Development
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Young Children's Understanding of Prior and Posterior Probability · eScholarship (California Digital Library) (2025) | TGRS Research Map | TGRS