Literature DB >> 24171931

Developmental reversals in risky decision making: intelligence agents show larger decision biases than college students.

Valerie F Reyna1, Christina F Chick, Jonathan C Corbin, Andrew N Hsia.   

Abstract

Intelligence agents make risky decisions routinely, with serious consequences for national security. Although common sense and most theories imply that experienced intelligence professionals should be less prone to irrational inconsistencies than college students, we show the opposite. Moreover, the growth of experience-based intuition predicts this developmental reversal. We presented intelligence agents, college students, and postcollege adults with 30 risky-choice problems in gain and loss frames and then compared the three groups' decisions. The agents not only exhibited larger framing biases than the students, but also were more confident in their decisions. The postcollege adults (who were selected to be similar to the students) occupied an interesting middle ground, being generally as biased as the students (sometimes more biased) but less biased than the agents. An experimental manipulation testing an explanation for these effects, derived from fuzzy-trace theory, made the students look as biased as the agents. These results show that, although framing biases are irrational (because equivalent outcomes are treated differently), they are the ironical output of cognitively advanced mechanisms of meaning making.

Entities:  

Keywords:  decision making; risk taking

Mesh:

Year:  2013        PMID: 24171931      PMCID: PMC4076289          DOI: 10.1177/0956797613497022

Source DB:  PubMed          Journal:  Psychol Sci        ISSN: 0956-7976


  23 in total

1.  Empirical assessment of expertise.

Authors:  David J Weiss; James Shanteau
Journal:  Hum Factors       Date:  2003       Impact factor: 2.888

Review 2.  A perspective on judgment and choice: mapping bounded rationality.

Authors:  Daniel Kahneman
Journal:  Am Psychol       Date:  2003-09

3.  Recollection rejection: false-memory editing in children and adults.

Authors:  C J Brainerd; V F Reyna; Ron Wright; A H Mojardin
Journal:  Psychol Rev       Date:  2003-10       Impact factor: 8.934

4.  Risk and Rationality in Adolescent Decision Making: Implications for Theory, Practice, and Public Policy.

Authors:  Valerie F Reyna; Frank Farley
Journal:  Psychol Sci Public Interest       Date:  2006-09-01

5.  Children's competence or adults' incompetence: different developmental trajectories in different tasks.

Authors:  Sarah Furlan; Franca Agnoli; Valerie F Reyna
Journal:  Dev Psychol       Date:  2012-11-12

6.  Decontextualised minds: adolescents with autism are less susceptible to the conjunction fallacy than typically developing adolescents.

Authors:  Kinga Morsanyi; Simon J Handley; Jonathan S B T Evans
Journal:  J Autism Dev Disord       Date:  2010-11

7.  Dual Processes in Decision Making and Developmental Neuroscience: A Fuzzy-Trace Model.

Authors:  Valerie F Reyna; Charles J Brainerd
Journal:  Dev Rev       Date:  2011-09

8.  The smart potential behind probability matching.

Authors:  Wolfgang Gaissmaier; Lael J Schooler
Journal:  Cognition       Date:  2008-11-18

9.  Biased but in doubt: conflict and decision confidence.

Authors:  Wim De Neys; Sofie Cromheeke; Magda Osman
Journal:  PLoS One       Date:  2011-01-25       Impact factor: 3.240

10.  The elusive search for stable risk preferences.

Authors:  Craig R Fox; David Tannenbaum
Journal:  Front Psychol       Date:  2011-11-15
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  28 in total

1.  How to Successfully Incorporate Undergraduate Researchers Into a Complex Research Program at a Large Institution.

Authors:  Rebecca B Weldon; Valerie F Reyna
Journal:  J Undergrad Neurosci Educ       Date:  2015-07-07

2.  Categorical Risk Perception Drives Variability in Antibiotic Prescribing in the Emergency Department: A Mixed Methods Observational Study.

Authors:  Eili Y Klein; Elena M Martinez; Larissa May; Mustapha Saheed; Valerie Reyna; David A Broniatowski
Journal:  J Gen Intern Med       Date:  2017-06-20       Impact factor: 5.128

Review 3.  Decision making and cancer.

Authors:  Valerie F Reyna; Wendy L Nelson; Paul K Han; Michael P Pignone
Journal:  Am Psychol       Date:  2015 Feb-Mar

4.  A formal model of fuzzy-trace theory: Variations on framing effects and the Allais paradox.

Authors:  David A Broniatowski; Valerie F Reyna
Journal:  Decision (Wash D C )       Date:  2017-05-29

5.  Patients' and Clinicians' Perceptions of Antibiotic Prescribing for Upper Respiratory Infections in the Acute Care Setting.

Authors:  David A Broniatowski; Eili Y Klein; Larissa May; Elena M Martinez; Chelsea Ware; Valerie F Reyna
Journal:  Med Decis Making       Date:  2018-07       Impact factor: 2.583

6.  The Gist of Delay of Gratification: Understanding and Predicting Problem Behaviors.

Authors:  Valerie F Reyna; Evan A Wilhelms
Journal:  J Behav Decis Mak       Date:  2016-08-10

7.  Theoretically motivated interventions for reducing sexual risk taking in adolescence: a randomized controlled experiment applying fuzzy-trace theory.

Authors:  Valerie F Reyna; Britain A Mills
Journal:  J Exp Psychol Gen       Date:  2014-04-28

8.  Understanding Genetic Breast Cancer Risk: Processing Loci of the BRCA Gist Intelligent Tutoring System.

Authors:  Christopher R Wolfe; Valerie F Reyna; Colin L Widmer; Elizabeth M Cedillos-Whynott; Priscila G Brust-Renck; Audrey M Weil; Xiangen Hu
Journal:  Learn Individ Differ       Date:  2016-07-01

9.  An Overview of Judgment and Decision Making Research Through the Lens of Fuzzy Trace Theory.

Authors:  Roni Setton; Evan Wilhelms; Becky Weldon; Christina Chick; Valerie Reyna
Journal:  Xin Li Ke Xue Jin Zhan       Date:  2014-12

10.  Educating Intuition: Reducing Risky Decisions Using Fuzzy-Trace Theory.

Authors:  Valerie F Reyna; Rebecca B Weldon; Michael McCormick
Journal:  Curr Dir Psychol Sci       Date:  2015-10
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