Literature DB >> 28176290

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

Caren M Walker1, Elizabeth Bonawitz2, Tania Lombrozo3.   

Abstract

Research suggests that the process of explaining influences causal reasoning by prompting learners to favor hypotheses that offer "good" explanations. One feature of a good explanation is its simplicity. Here, we investigate whether prompting children to generate explanations for observed effects increases the extent to which they favor causal hypotheses that offer simpler explanations, and whether this changes over the course of development. Children aged 4, 5, and 6 years observed several outcomes that could be explained by appeal to a common cause (the simple hypothesis) or two independent causes (the complex hypothesis). We varied whether children were prompted to explain each observation or, in a control condition, to report it. Children were then asked to make additional inferences for which the competing hypotheses generated different predictions. The results revealed developmental differences in the extent to which children favored simpler hypotheses as a basis for further inference in this task: 4-year-olds did not favor the simpler hypothesis in either condition; 5-year-olds favored the simpler hypothesis only when prompted to explain; and 6-year-olds favored the simpler hypothesis whether or not they explained.

Entities:  

Keywords:  Causal inference; Cognitive development; Explanation; Simplicity

Mesh:

Year:  2017        PMID: 28176290     DOI: 10.3758/s13423-016-1144-0

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  25 in total

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2.  Occam's rattle: children's use of simplicity and probability to constrain inference.

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Journal:  Dev Psychol       Date:  2011-12-26

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Authors:  Joseph J Williams; Tania Lombrozo
Journal:  Cogn Psychol       Date:  2012-10-23       Impact factor: 3.468

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Authors:  Cristine H Legare; Tania Lombrozo
Journal:  J Exp Child Psychol       Date:  2014-06-16

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Journal:  J Exp Psychol Gen       Date:  2017-12

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Authors:  Brandy N Frazier; Susan A Gelman; Henry M Wellman
Journal:  Child Dev       Date:  2009 Nov-Dec

Review 9.  A theory of causal learning in children: causal maps and Bayes nets.

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Journal:  Psychol Rev       Date:  2004-01       Impact factor: 8.934

10.  Evidence for an explanation advantage in naïve biological reasoning.

Authors:  Cristine H Legare; Henry M Wellman; Susan A Gelman
Journal:  Cogn Psychol       Date:  2008-08-16       Impact factor: 3.468

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  3 in total

1.  Preface for the special issue on The Process of Explanation : Guest Editors: Andrei Cimpian (New York University) and Frank Keil (Yale University).

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Journal:  Psychon Bull Rev       Date:  2017-10

2.  Explanatory preferences for complexity matching.

Authors:  Jonathan B Lim; Daniel M Oppenheimer
Journal:  PLoS One       Date:  2020-04-21       Impact factor: 3.240

Review 3.  Logical word learning: The case of kinship.

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