Literature DB >> 21169591

Reconsidering "evidence" for fast-and-frugal heuristics.

Benjamin E Hilbig1.   

Abstract

In several recent reviews, authors have argued for the pervasive use of fast-and-frugal heuristics in human judgment. They have provided an overview of heuristics and have reiterated findings corroborating that such heuristics can be very valid strategies leading to high accuracy. They also have reviewed previous work that implies that simple heuristics are actually used by decision makers. Unfortunately, concerning the latter point, these reviews appear to be somewhat incomplete. More important, previous conclusions have been derived from investigations that bear some noteworthy methodological limitations. I demonstrate these by proposing a new heuristic and provide some novel critical findings. Also, I review some of the relevant literature often not-or only partially-considered. Overall, although some fast-and-frugal heuristics indeed seem to predict behavior at times, there is little to no evidence for others. More generally, the empirical evidence available does not warrant the conclusion that heuristics are pervasively used.

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Mesh:

Year:  2010        PMID: 21169591     DOI: 10.3758/PBR.17.6.923

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


  33 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.  Take the best or look at the rest? Factors influencing "one-reason" decision making.

Authors:  Ben R Newell; David R Shanks
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2003-01       Impact factor: 3.051

3.  Evidence accumulation in decision making: unifying the "take the best" and the "rational" models.

Authors:  Michael D Lee; Tarrant D R Cummins
Journal:  Psychon Bull Rev       Date:  2004-04

4.  From recognition to decisions: extending and testing recognition-based models for multialternative inference.

Authors:  Julian N Marewski; Wolfgang Gaissmaier; Lael J Schooler; Daniel G Goldstein; Gerd Gigerenzer
Journal:  Psychon Bull Rev       Date:  2010-06

5.  Fast and frugal framing effects?

Authors:  Rachel McCloy; C Philip Beaman; Caren A Frosch; Kate Goddard
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2010-07       Impact factor: 3.051

6.  Recognizing users of the recognition heuristic.

Authors:  Benjamin E Hilbig; Rüdiger F Pohl
Journal:  Exp Psychol       Date:  2008

7.  One-reason decision making unveiled: a measurement model of the recognition heuristic.

Authors:  Benjamin E Hilbig; Edgar Erdfelder; Rüdiger F Pohl
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2010-01       Impact factor: 3.051

8.  Assessing the empirical validity of the "take-the-best" heuristic as a model of human probabilistic inference.

Authors:  A Bröder
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2000-09       Impact factor: 3.051

9.  Note on the rationality of rule-based versus exemplar-based processing in human judgment.

Authors:  Peter Juslin; Henrik Olsson
Journal:  Scand J Psychol       Date:  2004-02

Review 10.  Good judgments do not require complex cognition.

Authors:  Julian N Marewski; Wolfgang Gaissmaier; Gerd Gigerenzer
Journal:  Cogn Process       Date:  2009-09-27
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  5 in total

1.  Whatever the cost? Information integration in memory-based inferences depends on cognitive effort.

Authors:  Benjamin E Hilbig; Martha Michalkiewicz; Marta Castela; Rüdiger F Pohl; Edgar Erdfelder
Journal:  Mem Cognit       Date:  2015-05

2.  The role of subjective linear orders in probabilistic inferences.

Authors:  Rüdiger F Pohl; Benjamin E Hilbig
Journal:  Psychon Bull Rev       Date:  2012-12

3.  The limited use of the fluency heuristic: Converging evidence across different procedures.

Authors:  Rüdiger F Pohl; Edgar Erdfelder; Martha Michalkiewicz; Marta Castela; Benjamin E Hilbig
Journal:  Mem Cognit       Date:  2016-10

4.  Familiarity and recollection in heuristic decision making.

Authors:  Shane R Schwikert; Tim Curran
Journal:  J Exp Psychol Gen       Date:  2014-10-27

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

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

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