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Rational Statistical Inference and Cognitive Development

by Fei Xu
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Children’s attention to sample composition in learning, teaching, and discovery

by Marjorie Rhodes, Susan A. Gelman, Daniel Brickman
"... Two studies compared children’s attention to sample composition—whether a sample provides a diverse representation of a category of interest—during teacher-led and learner-driven learning contexts. In Study 1 (N = 48), 5-year-olds attended to sample composition to make inferences about biological pr ..."
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Two studies compared children’s attention to sample composition—whether a sample provides a diverse representation of a category of interest—during teacher-led and learner-driven learning contexts. In Study 1 (N = 48), 5-year-olds attended to sample composition to make inferences about biological properties only when samples were presented by a knowledgeable teacher. In contrast, adults attended to sample composition in both teacher-led and learner-driven contexts. In Study 2 (N = 51), 6-year-olds chose to create diverse samples to teach information about biological kinds to another child, but not to discover new information for themselves, whereas adults chose to create diverse samples for both teaching and information discovery. Results suggest that how children approach the interpretation and selection of evidence varies depending on whether learning occurs in pedagogical or non-pedagogical contexts. Sample Composition 3 Much of human learning involves extending information obtained from limited samples to inform general expectations about the world. Some of this learning occurs in pedagogical contexts, in which one person, the teacher, knows some target information that another person, the learner, does not (Csibra & Gergely, 2006). Pedagogical learning does not require a formal
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