Child Development · 2019 · 20 citations · 50 references
EducationHuman DevelopmentPsychologyChild DevelopmentCognitive DevelopmentDevelopmental PsychologyNumeracy DevelopmentNumerical Cognition DevelopmentPerceived ProbabilityPerceptual DevelopmentProbability ConceptsProbability JudgmentApproximation SkillsNumerosity JudgmentNumerosity PerceptionPerceptual Development In ChildhoodPerceptual HeuristicsProbability PerceptionProportionality JudgmentsSubjective Probability Judgments
Two experiments were designed to investigate the developmental trajectory of children's probability approximation abilities. In Experiment 1, results revealed 6- and 7-year-old children's (N = 48) probability judgments improve with age and become more accurate as the distance between two ratios increases. Experiment 2 replicated these findings with 7- to 12-year-old children (N = 130) while also accounting for the effect of the size and the perceived numerosity of target objects. Older children's performance suggested the correct use of proportions for estimating probability; but in some cases, children relied on heuristic shortcuts. These results suggest that children's nonsymbolic probability judgments show a clear distance effect and that the acuity of probability estimations increases with age.
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David H. Brainard · Spatial Vision · 1997 · 20.1K citations
M Kleiner, D Brainard, D Pelli · MPG.PuRe (Max Planck Society) · 2007 · 3.8K citations · Full text
The Number Sense: How the Mind Creates Mathematics.
Reuben Hersh, Stanislas Dehaene · American Mathematical Monthly · 1998 · 2.1K citations
Education, Mathematics, Psychology +14