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The Child as Econometrician: A Rational Model of Preference Understanding in Children.

Authors :
Lucas, Christopher G.
Griffiths, Thomas L.
Xu, Fei
Fawcett, Christine
Gopnik, Alison
Kushnir, Tamar
Markson, Lori
Hu, Jane
Source :
PLoS ONE; Mar2014, Vol. 9 Issue 3, p1-9, 9p
Publication Year :
2014

Abstract

Recent work has shown that young children can learn about preferences by observing the choices and emotional reactions of other people, but there is no unified account of how this learning occurs. We show that a rational model, built on ideas from economics and computer science, explains the behavior of children in several experiments, and offers new predictions as well. First, we demonstrate that when children use statistical information to learn about preferences, their inferences match the predictions of a simple econometric model. Next, we show that this same model can explain children's ability to learn that other people have preferences similar to or different from their own and use that knowledge to reason about the desirability of hidden objects. Finally, we use the model to explain a developmental shift in preference understanding. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
9
Issue :
3
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
95437118
Full Text :
https://doi.org/10.1371/journal.pone.0092160