Are Causal Structure and Intervention Judgments Inextricably Linked? A Developmental Study

Cognitive Science 36 (2):261-285 (2012)
  Copy   BIBTEX

Abstract

The application of the formal framework of causal Bayesian Networks to children’s causal learning provides the motivation to examine the link between judgments about the causal structure of a system, and the ability to make inferences about interventions on components of the system. Three experiments examined whether children are able to make correct inferences about interventions on different causal structures. The first two experiments examined whether children’s causal structure and intervention judgments were consistent with one another. In Experiment 1, children aged between 4 and 8 years made causal structure judgments on a three-component causal system followed by counterfactual intervention judgments. In Experiment 2, children’s causal structure judgments were followed by intervention judgments phrased as future hypotheticals. In Experiment 3, we explicitly told children what the correct causal structure was and asked them to make intervention judgments. The results of the three experiments suggest that the representations that support causal structure judgments do not easily support simple judgments about interventions in children. We discuss our findings in light of strong interventionist claims that the two types of judgments should be closely linked

Other Versions

No versions found

Links

PhilArchive

    This entry is not archived by us. If you are the author and have permission from the publisher, we recommend that you archive it. Many publishers automatically grant permission to authors to archive pre-prints. By uploading a copy of your work, you will enable us to better index it, making it easier to find.

    Upload a copy of this work     Papers currently archived: 105,810

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Intentionality, evaluative judgments, and Causal Structure.Jason Shepard & Wolff Phillip - 2013 - Proceedings of the 35th Annual Conference of the Cognitive Science Society 35:3390-3395.

Analytics

Added to PP
2011-11-04

Downloads
118 (#193,291)

6 months
5 (#854,518)

Historical graph of downloads
How can I increase my downloads?

Author Profiles