Category Transfer in Sequential Causal Learning: The Unbroken Mechanism Hypothesis
Article first published online: 24 MAY 2011
Copyright © 2011 Cognitive Science Society, Inc.
Volume 35, Issue 5, pages 842–873, July 2011
How to Cite
Hagmayer, Y., Meder, B., von Sydow, M. and Waldmann, M. R. (2011), Category Transfer in Sequential Causal Learning: The Unbroken Mechanism Hypothesis. Cognitive Science, 35: 842–873. doi: 10.1111/j.1551-6709.2011.01179.x
- Issue published online: 7 JUL 2011
- Article first published online: 24 MAY 2011
- Received 31 October 2007; received in revised form 28 November 2010; accepted 30 November 2010
- Causal induction;
The goal of the present set of studies is to explore the boundary conditions of category transfer in causal learning. Previous research has shown that people are capable of inducing categories based on causal learning input, and they often transfer these categories to new causal learning tasks. However, occasionally learners abandon the learned categories and induce new ones. Whereas previously it has been argued that transfer is only observed with essentialist categories in which the hidden properties are causally relevant for the target effect in the transfer relation, we here propose an alternative explanation, the unbroken mechanism hypothesis. This hypothesis claims that categories are transferred from a previously learned causal relation to a new causal relation when learners assume a causal mechanism linking the two relations that is continuous and unbroken. The findings of two causal learning experiments support the unbroken mechanism hypothesis.