Literature DB >> 19836292

The description-experience gap in risky choice.

Ralph Hertwig1, Ido Erev.   

Abstract

According to a common conception in behavioral decision research, two cognitive processes-overestimation and overweighting-operate to increase the impact of rare events on people's choices. Supportive findings stem primarily from investigations in which people learn about options via descriptions thereof. Recently, a number of researchers have begun to investigate risky choice in settings in which people learn about options by experiential sampling over time. This article reviews work across three experiential paradigms. Converging findings show that when people make decisions based on experience, rare events tend to have less impact than they deserve according to their objective probabilities. Striking similarities in human and animal experience-based choices, ways of modeling these choices, and their implications for risk and precautionary behavior are discussed.

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Year:  2009        PMID: 19836292     DOI: 10.1016/j.tics.2009.09.004

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  142 in total

Review 1.  Prefrontal cortex and impulsive decision making.

Authors:  Soyoun Kim; Daeyeol Lee
Journal:  Biol Psychiatry       Date:  2010-08-21       Impact factor: 13.382

2.  Framing the debate on human-like framing effects in bonobos and chimpanzees: a comment on Krupenye et al. (2015).

Authors:  Patricia Kanngiesser; Jan K Woike
Journal:  Biol Lett       Date:  2016-01       Impact factor: 3.703

3.  Stability and change in risk-taking propensity across the adult life span.

Authors:  Anika K Josef; David Richter; Gregory R Samanez-Larkin; Gert G Wagner; Ralph Hertwig; Rui Mata
Journal:  J Pers Soc Psychol       Date:  2016-01-28

Review 4.  Reinforcement learning models and their neural correlates: An activation likelihood estimation meta-analysis.

Authors:  Henry W Chase; Poornima Kumar; Simon B Eickhoff; Alexandre Y Dombrovski
Journal:  Cogn Affect Behav Neurosci       Date:  2015-06       Impact factor: 3.282

Review 5.  Unpacking buyer-seller differences in valuation from experience: A cognitive modeling approach.

Authors:  Thorsten Pachur; Benjamin Scheibehenne
Journal:  Psychon Bull Rev       Date:  2017-12

6.  Magnitude and incentives: revisiting the overweighting of extreme events in risky decisions from experience.

Authors:  Emmanouil Konstantinidis; Robert T Taylor; Ben R Newell
Journal:  Psychon Bull Rev       Date:  2018-10

7.  Perceptuo-motor, cognitive, and description-based decision-making seem equally good.

Authors:  Andreas Jarvstad; Ulrike Hahn; Simon K Rushton; Paul A Warren
Journal:  Proc Natl Acad Sci U S A       Date:  2013-09-18       Impact factor: 11.205

8.  Mechanisms of Individual Differences in Impulsive and Risky Choice in Rats.

Authors:  Kimberly Kirkpatrick; Andrew T Marshall; Aaron P Smith
Journal:  Comp Cogn Behav Rev       Date:  2015

9.  The Outcome-Representation Learning Model: A Novel Reinforcement Learning Model of the Iowa Gambling Task.

Authors:  Nathaniel Haines; Jasmin Vassileva; Woo-Young Ahn
Journal:  Cogn Sci       Date:  2018-10-05

10.  The description-experience gap in risky choice in nonhuman primates.

Authors:  Sarah R Heilbronner; Benjamin Y Hayden
Journal:  Psychon Bull Rev       Date:  2016-04
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