David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
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Cognitive Science 36 (5):919-932 (2012)
We investigated the understanding of causal systems categories—categories defined by common causal structure rather than by common domain content—among college students. We asked students who were either novices or experts in the physical sciences to sort descriptions of real-world phenomena that varied in their causal structure (e.g., negative feedback vs. causal chain) and in their content domain (e.g., economics vs. biology). Our hypothesis was that there would be a shift from domain-based sorting to causal sorting with increasing expertise in the relevant domains. This prediction was borne out: The novice groups sorted primarily by domain and the expert group sorted by causal category. These results suggest that science training facilitates insight about causal structures
|Keywords||Relational categories Categorization Expertise Causal reasoning|
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References found in this work BETA
Woo-Kyoung Ahn, Charles W. Kalish, Douglas L. Medin & Susan A. Gelman (1995). The Role of Covariation Versus Mechanism Information in Causal Attribution. Cognition 54 (3):299-352.
M. T. H. Chi, P. J. Feltovich & R. Glaser (1981). Categorization and Representation of Physics Problems by Experts and Novices. Cognitive Science 5 (2):121-52.
Dedre Gentner & J. Asmuth (2008). Can Relationality Be Distinguished From Abstractness in Noun Mutability. In B. C. Love, K. McRae & V. M. Sloutsky (eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society. Cognitive Science Society. 863--868.
Dedre Gentner & Cecile Toupin (1986). Systematicity and Surface Similarity in the Development of Analogy. Cognitive Science 10 (3):277-300.
Micah B. Goldwater, Arthur B. Markman & C. Hunt Stilwell (2011). The Empirical Case for Role-Governed Categories. Cognition 118 (3):359-376.
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