Literature DB >> 28063131

Individual classification of strong risk attitudes: An application across lottery types and age groups.

David Kellen1,2, Rui Mata3, Clintin P Davis-Stober4.   

Abstract

Empirical evaluations of risk attitudes often rely on a weak definition of risk that concerns preferences towards risky and riskless options (e.g., a lottery vs. a sure outcome). A large body of work has shown that individuals tend to be weak risk averse in choice contexts involving risky and riskless gains but weak risk seeking in contexts involving losses, a phenomenon known as the reflection effect. Recent attempts to evaluate age differences in risk attitudes have relied on this weak definition, testing whether the reflection effect increases or diminishes as we grow older. The present work argues that weak risk attitudes have limited generalizability and proposes the use of a strong definition of risk that is concerned with preferences towards options with the same expected value but different degrees of risk (i.e., outcome variance). A reanalysis of previously-published data and the results from a new study show that only a minority of individuals manifests the reflection effect under a strong definition of risk, and that, when facing certain lottery-pair types, older adults appear to be more risk seeking than younger adults.

Keywords:  Age differences; Reflection effect; Risk attitude; p-additive utility

Mesh:

Year:  2017        PMID: 28063131     DOI: 10.3758/s13423-016-1212-5

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


  10 in total

1.  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

2.  Like cognitive function, decision making across the life span shows profound age-related changes.

Authors:  Agnieszka Tymula; Lior A Rosenberg Belmaker; Lital Ruderman; Paul W Glimcher; Ifat Levy
Journal:  Proc Natl Acad Sci U S A       Date:  2013-09-30       Impact factor: 11.205

3.  The Influence of Framing on Risky Decisions: A Meta-analysis.

Authors: 
Journal:  Organ Behav Hum Decis Process       Date:  1998-07

4.  Recognition memory models and binary-response ROCs: a comparison by minimum description length.

Authors:  David Kellen; Karl Christoph Klauer; Arndt Bröder
Journal:  Psychon Bull Rev       Date:  2013-08

Review 5.  Taking time seriously. A theory of socioemotional selectivity.

Authors:  L L Carstensen; D M Isaacowitz; S T Charles
Journal:  Am Psychol       Date:  1999-03

6.  The role of cognitive abilities in decisions from experience: Age differences emerge as a function of choice set size.

Authors:  Renato Frey; Rui Mata; Ralph Hertwig
Journal:  Cognition       Date:  2015-05-25

Review 7.  Age differences in the effect of framing on risky choice: A meta-analysis.

Authors:  Ryan Best; Neil Charness
Journal:  Psychol Aging       Date:  2015-06-22

8.  Age differences in risky choice: a meta-analysis.

Authors:  Rui Mata; Anika K Josef; Gregory R Samanez-Larkin; Ralph Hertwig
Journal:  Ann N Y Acad Sci       Date:  2011-10       Impact factor: 5.691

9.  Risk preferences and aging: the "certainty effect" in older adults' decision making.

Authors:  Mara Mather; Nina Mazar; Marissa A Gorlick; Nichole R Lighthall; Jessica Burgeno; Andrej Schoeke; Dan Ariely
Journal:  Psychol Aging       Date:  2012-10-15

10.  Generalized outcome-based strategy classification: comparing deterministic and probabilistic choice models.

Authors:  Benjamin E Hilbig; Morten Moshagen
Journal:  Psychon Bull Rev       Date:  2014-12
  10 in total
  2 in total

Review 1.  The relative merit of empirical priors in non-identifiable and sloppy models: Applications to models of learning and decision-making : Empirical priors.

Authors:  Mikhail S Spektor; David Kellen
Journal:  Psychon Bull Rev       Date:  2018-12

2.  A model-based test for treatment effects with probabilistic classifications.

Authors:  Daniel R Cavagnaro; Clintin P Davis-Stober
Journal:  Psychol Methods       Date:  2018-05-21
  2 in total

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