Literature DB >> 20622142

Young children use statistical sampling to infer the preferences of other people.

Tamar Kushnir1, Fei Xu, Henry M Wellman.   

Abstract

Psychological scientists use statistical information to determine the workings of human behavior. We argue that young children do so as well. Over the course of a few years, children progress from viewing human actions as intentional and goal directed to reasoning about the psychological causes underlying such actions. Here, we show that preschoolers and 20-month-old infants can use statistical information-namely, a violation of random sampling-to infer that an agent is expressing a preference for one type of toy instead of another type of toy. Children saw a person remove five toys of one type from a container of toys. Preschoolers and infants inferred that the person had a preference for that type of toy when there was a mismatch between the sampled toys and the population of toys in the box. Mere outcome consistency, time spent with the toys, and positive attention toward the toys did not lead children to infer a preference. These findings provide an important demonstration of how statistical learning could underpin the rapid acquisition of early psychological knowledge.

Entities:  

Mesh:

Year:  2010        PMID: 20622142      PMCID: PMC3785083          DOI: 10.1177/0956797610376652

Source DB:  PubMed          Journal:  Psychol Sci        ISSN: 0956-7976


  21 in total

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2.  Statistical inference and sensitivity to sampling in 11-month-old infants.

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4.  The role of prior experience in language acquisition.

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5.  Early reasoning about desires: evidence from 14- and 18-month-olds.

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6.  Infants selectively encode the goal object of an actor's reach.

Authors:  A L Woodward
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Review 7.  A theory of causal learning in children: causal maps and Bayes nets.

Authors:  Alison Gopnik; Clark Glymour; David M Sobel; Laura E Schulz; Tamar Kushnir; David Danks
Journal:  Psychol Rev       Date:  2004-01       Impact factor: 8.934

8.  Intuitive statistics by 8-month-old infants.

Authors:  Fei Xu; Vashti Garcia
Journal:  Proc Natl Acad Sci U S A       Date:  2008-03-31       Impact factor: 11.205

9.  Sensitivity to sampling in Bayesian word learning.

Authors:  Fei Xu; Joshua B Tenenbaum
Journal:  Dev Sci       Date:  2007-05

10.  Word learning as Bayesian inference.

Authors:  Fei Xu; Joshua B Tenenbaum
Journal:  Psychol Rev       Date:  2007-04       Impact factor: 8.934

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  24 in total

1.  The mentalistic basis of core social cognition: experiments in preverbal infants and a computational model.

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2.  Concepts and folk theories.

Authors:  Susan A Gelman; Cristine H Legare
Journal:  Annu Rev Anthropol       Date:  2011-06-29

3.  People learn other people's preferences through inverse decision-making.

Authors:  Alan Jern; Christopher G Lucas; Charles Kemp
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4.  Statistical judgments are influenced by the implied likelihood that samples represent the same population.

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Journal:  Mem Cognit       Date:  2012-04

5.  The choice is yours: Infants' expectations about an agent's future behavior based on taking and receiving actions.

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6.  Infants understand deceptive intentions to implant false beliefs about identity: New evidence for early mentalistic reasoning.

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Journal:  Cogn Psychol       Date:  2015-09-12       Impact factor: 3.468

7.  Probability Learning: Changes in Behavior Across Time and Development.

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Journal:  Child Dev       Date:  2017-01-25

8.  Effects of explaining on children's preference for simpler hypotheses.

Authors:  Caren M Walker; Elizabeth Bonawitz; Tania Lombrozo
Journal:  Psychon Bull Rev       Date:  2017-10

9.  Perceptual and neuronal boundary learned from higher-order stimulus probabilities.

Authors:  Hania Köver; Kirt Gill; Yi-Ting L Tseng; Shaowen Bao
Journal:  J Neurosci       Date:  2013-02-20       Impact factor: 6.167

Review 10.  Reconstructing constructivism: causal models, Bayesian learning mechanisms, and the theory theory.

Authors:  Alison Gopnik; Henry M Wellman
Journal:  Psychol Bull       Date:  2012-05-14       Impact factor: 17.737

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