From symptoms to causes: diversity effects in diagnostic reasoning.

Mem Cognit

Department of Psychology, Yale University, New Haven, Connecticut 06520-8205, USA.

Published: January 2003

AI Article Synopsis

  • The text discusses how a single cause can lead to various consequences, resembling a branching pathway where symptoms are the end points.
  • Researchers conducted three studies to see if reasoning about these root causes based on symptoms reflects a diversity effect similar to what’s seen in inductive reasoning with categorized properties.
  • They found that symptoms that were more spread out in the branching structure made it more likely for individuals to identify the root cause of a medical disease, regardless of their prior knowledge.

Article Abstract

A single causal agent can often give rise to a cascade of consequences that can be envisioned as a branching pathway in which symptoms are the terminal nodes. In three studies, we investigated whether reasoning about root causes on the basis of such symptoms would conform to a diversity effect analogous to that found in inductive reasoning about properties of hierarchically organized categories. A strong diversity effect was found both for reasoning about medical diseases that drew on existing background knowledge and for reasoning that did not. Specifically, the presence of a root cause was more likely to be induced when the symptoms present were further apart in the branching structure.

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Source
http://dx.doi.org/10.3758/bf03196090DOI Listing

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