TY - JOUR
T1 - When children are better (or at least more open-minded) learners than adults
T2 - Developmental differences in learning the forms of causal relationships
AU - Lucas, Christopher G.
AU - Bridgers, Sophie
AU - Griffiths, Thomas L.
AU - Gopnik, Alison
N1 - Funding Information:
This research was supported by the James S. McDonnell Foundation’s Causality Collaborative Initiative, Air Force Office of Scientific Research, Grants FA9550-07-1-0351 and FA9550-10-1-0232 to T.L.G., and National Science Foundation Grant (BCS-1023875) to A.G. and T.L.G. A preliminary version of this work was presented at the 32nd Annual Meeting of the Cognitive Science Society and appears in the proceedings of the conference ( Lucas, Gopnik, & Griffiths, 2010 ).
PY - 2014/5
Y1 - 2014/5
N2 - Children learn causal relationships quickly and make far-reaching causal inferences from what they observe. Acquiring abstract causal principles that allow generalization across different causal relationships could support these abilities. We examine children's ability to acquire abstract knowledge about the forms of causal relationships and show that in some cases they learn better than adults. Adults and 4- and 5-year-old children saw events suggesting that a causal relationship took one of two different forms, and their generalization to a new set of objects was then tested. One form was a more typical disjunctive relationship; the other was a more unusual conjunctive relationship. Participants were asked to both judge the causal efficacy of the objects and to design actions to generate or prevent an effect. Our results show that children can learn the abstract properties of causal relationships using only a handful of events. Moreover, children were more likely than adults to generalize the unusual conjunctive relationship, suggesting that they are less biased by prior assumptions and pay more attention to current evidence. These results are consistent with the predictions of a hierarchical Bayesian model.
AB - Children learn causal relationships quickly and make far-reaching causal inferences from what they observe. Acquiring abstract causal principles that allow generalization across different causal relationships could support these abilities. We examine children's ability to acquire abstract knowledge about the forms of causal relationships and show that in some cases they learn better than adults. Adults and 4- and 5-year-old children saw events suggesting that a causal relationship took one of two different forms, and their generalization to a new set of objects was then tested. One form was a more typical disjunctive relationship; the other was a more unusual conjunctive relationship. Participants were asked to both judge the causal efficacy of the objects and to design actions to generate or prevent an effect. Our results show that children can learn the abstract properties of causal relationships using only a handful of events. Moreover, children were more likely than adults to generalize the unusual conjunctive relationship, suggesting that they are less biased by prior assumptions and pay more attention to current evidence. These results are consistent with the predictions of a hierarchical Bayesian model.
KW - Bayesian models
KW - Causality
KW - Cognitive development
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U2 - 10.1016/j.cognition.2013.12.010
DO - 10.1016/j.cognition.2013.12.010
M3 - Article
C2 - 24566007
AN - SCOPUS:84894358152
SN - 0010-0277
VL - 131
SP - 284
EP - 299
JO - Cognition
JF - Cognition
IS - 2
ER -