Literature DB >> 29086157

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

Emmanouil Konstantinidis1,2, Robert T Taylor3, Ben R Newell3.   

Abstract

Recent experimental evidence in experience-based decision-making suggests that people are more risk seeking in the gains domain relative to the losses domain. This critical result is at odds with the standard reflection effect observed in description-based choice and explained by Prospect Theory. The so-called reversed-reflection effect has been predicated on the extreme-outcome rule, which suggests that memory biases affect risky choice from experience. To test the general plausibility of the rule, we conducted two experiments examining how the magnitude of prospective outcomes impacts risk preferences. We found that while the reversed-reflection effect was present with small-magnitude payoffs, using payoffs of larger magnitude brought participants' behavior back in line with the standard reflection effect. Our results suggest that risk preferences in experience-based decision-making are not only affected by the relative extremeness but also by the absolute extremeness of past events.

Entities:  

Keywords:  Decision-making; Decisions from experience; Extreme-outcome rule; Magnitude; Risky choice

Mesh:

Year:  2018        PMID: 29086157     DOI: 10.3758/s13423-017-1383-8

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  18 in total

1.  Decisions from experience and the effect of rare events in risky choice.

Authors:  Ralph Hertwig; Greg Barron; Elke U Weber; Ido Erev
Journal:  Psychol Sci       Date:  2004-08

2.  Comparison of basic assumptions embedded in learning models for experience-based decision making.

Authors:  Eldad Yechiam; Jerome R Busemeyer
Journal:  Psychon Bull Rev       Date:  2005-06

3.  When and why rare events are underweighted: a direct comparison of the sampling, partial feedback, full feedback and description choice paradigms.

Authors:  Adrian R Camilleri; Ben R Newell
Journal:  Psychon Bull Rev       Date:  2011-04

4.  Uncertainty and exploration in a restless bandit problem.

Authors:  Maarten Speekenbrink; Emmanouil Konstantinidis
Journal:  Top Cogn Sci       Date:  2015-04-20

5.  Overrepresentation of extreme events in decision making reflects rational use of cognitive resources.

Authors:  Falk Lieder; Thomas L Griffiths; Ming Hsu
Journal:  Psychol Rev       Date:  2017-10-16       Impact factor: 8.934

Review 6.  Instance-based learning: integrating sampling and repeated decisions from experience.

Authors:  Cleotilde Gonzalez; Varun Dutt
Journal:  Psychol Rev       Date:  2011-10       Impact factor: 8.934

7.  Priming memories of past wins induces risk seeking.

Authors:  Elliot A Ludvig; Christopher R Madan; Marcia L Spetch
Journal:  J Exp Psychol Gen       Date:  2014-12-22

8.  Comparison of decision learning models using the generalization criterion method.

Authors:  Woo-Young Ahn; Jerome R Busemeyer; Eric-Jan Wagenmakers; Julie C Stout
Journal:  Cogn Sci       Date:  2008-12

Review 9.  The description-experience gap in risky choice.

Authors:  Ralph Hertwig; Ido Erev
Journal:  Trends Cogn Sci       Date:  2009-10-14       Impact factor: 20.229

10.  Remembering the best and worst of times: memories for extreme outcomes bias risky decisions.

Authors:  Christopher R Madan; Elliot A Ludvig; Marcia L Spetch
Journal:  Psychon Bull Rev       Date:  2014-06
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  1 in total

1.  Patterns of choice adaptation in dynamic risky environments.

Authors:  Emmanouil Konstantinidis; Jason L Harman; Cleotilde Gonzalez
Journal:  Mem Cognit       Date:  2022-03-08
  1 in total

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