Causal Networks or Causal Islands? The Representation of Mechanisms and the Transitivity of Causal Judgment

Cognitive Science 39 (7):1468-1503 (2015)
  Copy   BIBTEX

Abstract

Knowledge of mechanisms is critical for causal reasoning. We contrasted two possible organizations of causal knowledge—an interconnected causal network, where events are causally connected without any boundaries delineating discrete mechanisms; or a set of disparate mechanisms—causal islands—such that events in different mechanisms are not thought to be related even when they belong to the same causal chain. To distinguish these possibilities, we tested whether people make transitive judgments about causal chains by inferring, given A causes B and B causes C, that A causes C. Specifically, causal chains schematized as one chunk or mechanism in semantic memory led to transitive causal judgments. On the other hand, chains schematized as multiple chunks led to intransitive judgments despite strong intermediate links. Normative accounts of causal intransitivity could not explain these intransitive judgments

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 92,227

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

Causation, Transitivity, and Causal Relata.David Lynn Holt - 1990 - Journal of Philosophical Research 15:263-277.
Inferring causation in epidemiology: mechanisms, black boxes, and contrasts.Alex Broadbent - 2011 - In Phyllis McKay Illari, Federica Russo & Jon Williamson (eds.), Causality in the Sciences. Oxford University Press. pp. 45--69.
Aggregating Causal Judgments.Richard Bradley, Franz Dietrich & Christian List - 2014 - Philosophy of Science 81 (4):491-515.
Categorization as causal reasoning⋆.Bob Rehder - 2003 - Cognitive Science 27 (5):709-748.
Causation and Intelligibility.David H. Sanford - 1994 - Philosophy 69 (267):55 - 67.
Social mechanisms and causal inference.Daniel Steel - 2004 - Philosophy of the Social Sciences 34 (1):55-78.

Analytics

Added to PP
2015-01-03

Downloads
58 (#277,875)

6 months
12 (#219,036)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Sam Johnson
University of Mississippi

References found in this work

Fact, Fiction, and Forecast.Nelson Goodman - 1973 - Cambridge: Harvard University Press.
Depth: An Account of Scientific Explanation.Michael Strevens - 2008 - Cambridge, Mass.: Harvard University Press.
Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - New York: Cambridge University Press.
Causation.David Lewis - 1973 - Journal of Philosophy 70 (17):556-567.

View all 41 references / Add more references