David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Ezio Di Nucci
Jack Alan Reynolds
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Behavioral and Brain Sciences 23 (5):645-665 (2000)
Much research in the last two decades has demonstrated that human responses deviate from the performance deemed normative according to various models of decision making and rational judgment (e.g., the basic axioms of utility theory). This gap between the normative and the descriptive can be interpreted as indicating systematic irrationalities in human cognition. However, four alternative interpretations preserve the assumption that human behavior and cognition is largely rational. These posit that the gap is due to (1) performance errors, (2) computational limitations, (3) the wrong norm being applied by the experimenter, and (4) a different construal of the task by the subject. In the debates about the viability of these alternative explanations, attention has been focused too narrowly on the modal response. In a series of experiments involving most of the classic tasks in the heuristics and biases literature, we have examined the implications of individual differences in performance for each of the four explanations of the normative/descriptive gap. Performance errors are a minor factor in the gap; computational limitations underlie non-normative responding on several tasks, particularly those that involve some type of cognitive decontextualization. Unexpected patterns of covariance can suggest when the wrong norm is being applied to a task or when an alternative construal of the task should be considered appropriate. Key Words: biases; descriptive models; heuristics; individual differences; normative models; rationality; reasoning.
|Keywords||biases descriptive models heuristics individual differences normative models rationality reasoning|
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Jennifer Nagel (2012). Intuitions and Experiments: A Defense of the Case Method in Epistemology. Philosophy and Phenomenological Research 85 (3):495-527.
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Andrew M. Parker, WÃ¤ndi Bruine de Bruin & Baruch Fischhoff (2015). Negative Decision Outcomes Are More Common Among People with Lower Decision-Making Competence: An Item-Level Analysis of the Decision Outcome Inventory. Frontiers in Psychology 6.
Mike Oaksford (2015). Imaging Deductive Reasoning and the New Paradigm. Frontiers in Human Neuroscience 9.
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