title: Dunning-Kruger effects in reasoning: Theoretical implications of the failure to recognize incompetence.
abstract: The Dunning-Kruger effect refers to the observation that the incompetent are often ill-suited to recognize their incompetence. Here we investigated potential Dunning-Kruger effects in high-level reasoning and, in particular, focused on the relative effectiveness of metacognitive monitoring among particularly biased reasoners. Participants who made the greatest numbers of errors on the cognitive reflection test (CRT) overestimated their performance on this test by a factor of more than 3. Overestimation decreased as CRT performance increased, and those who scored particularly high underestimated their performance. Evidence for this type of systematic miscalibration was also found on a self-report measure of analytic-thinking disposition. Namely, genuinely nonanalytic participants (on the basis of CRT performance) overreported their "need for cognition" (NC), indicating that they were dispositionally analytic when their objective performance indicated otherwise. Furthermore, estimated CRT performance was just as strong a predictor of NC as was actual CRT performance. Our results provide evidence for Dunning-Kruger effects both in estimated performance on the CRT and in self-reported analytic-thinking disposition. These findings indicate that part of the reason why people are biased is that they are either unaware of or indifferent to their own bias.
authors.affiliation: Department of Psychology, Yale University, 2 Hillhouse Avenue, New Haven, CT, 06520-8205, USA. gordon.pennycook@yale.edu.
authors.forename: Gordon
authors.initials: G
authors.lastname: Pennycook
authors.affiliation: Department of Psychology, Royal Holloway, University of London, London, UK.|ARC Centre of Excellence in Cognition and its Disorders, Macquarie University, Sydney, Australia.
authors.forename: Robert M
authors.initials: RM
authors.lastname: Ross
authors.affiliation: Department of Psychology, University of Waterloo, Waterloo, ON, Canada.
authors.forename: Derek J
authors.initials: DJ
authors.lastname: Koehler
authors.affiliation: Department of Psychology, University of Waterloo, Waterloo, ON, Canada.
authors.forename: Jonathan A
authors.initials: JA
authors.lastname: Fugelsang
mesh_terms: D000328:Adult; D005260:Female; D006801:Humans; D008297:Male; D011582:Psychological Theory; D011597:Psychomotor Performance / Q000502:physiology*; D012647:Self-Assessment; D013850:Thinking / Q000502:physiology*
keywords: Decision making; High-order cognition; Judgment