Literature DB >> 22506679

Behavioral variability of choices versus structural inconsistency of preferences.

Michel Regenwetter1, Clintin P Davis-Stober.   

Abstract

Theories of rational choice often make the structural consistency assumption that every decision maker's binary strict preference among choice alternatives forms a strict weak order. Likewise, the very concept of a utility function over lotteries in normative, prescriptive, and descriptive theory is mathematically equivalent to strict weak order preferences over those lotteries, while intransitive heuristic models violate such weak orders. Using new quantitative interdisciplinary methodologies, we dissociate the variability of choices from the structural inconsistency of preferences. We show that laboratory choice behavior among stimuli of a classical "intransitivity" paradigm is, in fact, consistent with variable strict weak order preferences. We find that decision makers act in accordance with a restrictive mathematical model that, for the behavioral sciences, is extraordinarily parsimonious. Our findings suggest that the best place to invest future behavioral decision research is not in the development of new intransitive decision models but rather in the specification of parsimonious models consistent with strict weak order(s), as well as heuristics and other process models that explain why preferences appear to be weakly ordered.

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Mesh:

Year:  2012        PMID: 22506679      PMCID: PMC3338203          DOI: 10.1037/a0027372

Source DB:  PubMed          Journal:  Psychol Rev        ISSN: 0033-295X            Impact factor:   8.934


  6 in total

1.  The priority heuristic: making choices without trade-offs.

Authors:  Eduard Brandstätter; Gerd Gigerenzer; Ralph Hertwig
Journal:  Psychol Rev       Date:  2006-04       Impact factor: 8.934

2.  The magical number seven plus or minus two: some limits on our capacity for processing information.

Authors:  G A MILLER
Journal:  Psychol Rev       Date:  1956-03       Impact factor: 8.934

3.  Random Utility Representations of Finite m-ary Relations

Authors: 
Journal:  J Math Psychol       Date:  1996-09       Impact factor: 2.223

4.  How persuasive is a good fit? A comment on theory testing.

Authors:  S Roberts; H Pashler
Journal:  Psychol Rev       Date:  2000-04       Impact factor: 8.934

5.  Transitivity of preferences.

Authors:  Michel Regenwetter; Jason Dana; Clintin P Davis-Stober
Journal:  Psychol Rev       Date:  2011-01       Impact factor: 8.934

6.  Theory development should begin (but not end) with good empirical fits: a comment on Roberts and Pashler (2000).

Authors:  Joseph Lee Rodgers; David C Rowe
Journal:  Psychol Rev       Date:  2002-07       Impact factor: 8.934

  6 in total
  12 in total

1.  Modeling Viewpoint Shifts in Probabilistic Choice.

Authors:  Tomoya Okubo; Shin-Ichi Mayekawa
Journal:  Psychometrika       Date:  2013-12-19       Impact factor: 2.500

2.  Are intertemporal preferences contagious? Evidence from collaborative decision making.

Authors:  Michael T Bixter; Elizabeth M Trimber; Christian C Luhmann
Journal:  Mem Cognit       Date:  2017-07

3.  A probabilistic, dynamic, and attribute-wise model of intertemporal choice.

Authors:  Junyi Dai; Jerome R Busemeyer
Journal:  J Exp Psychol Gen       Date:  2014-03-17

4.  Recasting a biologically motivated computational model within a Fechnerian and random utility framework.

Authors:  Clintin P Davis-Stober; Nicholas Brown; Sanghyuk Park; Michel Regenwetter
Journal:  J Math Psychol       Date:  2016-11-17       Impact factor: 2.223

5.  Testing Probabilistic Models of Choice using Column Generation.

Authors:  Bart Smeulders; Clintin Davis-Stober; Michel Regenwetter; Frits C R Spieksma
Journal:  Comput Oper Res       Date:  2018-03-08       Impact factor: 4.008

6.  Is Cognitive Impairment Related to Violations of Rationality? A Laboratory Alcohol Intoxication Study Testing Transitivity of Preference.

Authors:  Clintin P Davis-Stober; Denis M McCarthy; Daniel R Cavagnaro; Mason Price; Nicholas Brown; Sanghyuk Park
Journal:  Decision (Wash D C )       Date:  2018-07-23

7.  QTest: Quantitative Testing of Theories of Binary Choice.

Authors:  Michel Regenwetter; Clintin P Davis-Stober; Shiau Hong Lim; Ying Guo; Anna Popova; Chris Zwilling; Yun-Shil Cha; William Messner
Journal:  Decisions       Date:  2014-01

8.  A random utility model of delay discounting and its application to people with externalizing psychopathology.

Authors:  Junyi Dai; Rachel L Gunn; Kyle R Gerst; Jerome R Busemeyer; Peter R Finn
Journal:  Psychol Assess       Date:  2015-11-23

9.  Cognitive Aging and Tests of Rationality.

Authors:  Sanghyuk Park; Clintin P Davis-Stober; Hope K Snyder; William Messner; Michel Regenwetter
Journal:  Span J Psychol       Date:  2019-12-23       Impact factor: 1.264

10.  Young Adults Make Rational Sexual Decisions.

Authors:  Laura E Hatz; Sanghyuk Park; Kayleigh N McCarty; Denis M McCarthy; Clintin P Davis-Stober
Journal:  Psychol Sci       Date:  2020-07-06
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