Literature DB >> 15521796

Subjective probability intervals: how to reduce overconfidence by interval evaluation.

Anders Winman1, Patrik Hansson, Peter Juslin.   

Abstract

Format dependence implies that assessment of the same subjective probability distribution produces different conclusions about over- or underconfidence depending on the assessment format. In 2 experiments, the authors demonstrate that the overconfidence bias that occurs when participants produce intervals for an uncertain quantity is almost abolished when they evaluate the probability that the same intervals include the quantity. The authors successfully apply a method for adaptive adjustment of probability intervals as a debiasing tool and discuss a tentative explanation in terms of a naive sampling model. According to this view, people report their experiences accurately, but they are naive in that they treat both sample proportion and sample dispersion as unbiased estimators, yielding small bias in probability evaluation but strong bias in interval production. ((c) 2004 APA, all rights reserved).

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Year:  2004        PMID: 15521796     DOI: 10.1037/0278-7393.30.6.1167

Source DB:  PubMed          Journal:  J Exp Psychol Learn Mem Cogn        ISSN: 0278-7393            Impact factor:   3.051


  5 in total

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Review 3.  Developing a reference protocol for structured expert elicitation in health-care decision-making: a mixed-methods study.

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4.  Health Opportunity Costs: Assessing the Implications of Uncertainty Using Elicitation Methods with Experts.

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Journal:  Med Decis Making       Date:  2020-05-22       Impact factor: 2.583

5.  Effects of question formats on causal judgments and model evaluation.

Authors:  Yiyun Shou; Michael Smithson
Journal:  Front Psychol       Date:  2015-04-21
  5 in total

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