Literature DB >> 16904059

Forecasting from ignorance: the use and usefulness of recognition in lay predictions of sports events.

Thorsten Pachur1, Guido Biele.   

Abstract

Whereas previous studies on how people make forecasts of sports events focused primarily on experts, we examined how laypeople do this task. In particular, we (a) tested the recognition heuristic [Goldstein, D. G., & Gigerenzer, G. (2002). Models of ecological rationality: the recognition heuristic. Psychological Review, 109, 75-90], which requires partial ignorance, against four alternative mechanisms in describing laypeople's forecasts for the European Soccer Championships 2004; (b) evaluated how well recognition predicted the outcomes of the matches compared to direct indicators of team strength (e.g., past performance, rankings); and (c) studied the less-is-more effect--the phenomenon that knowing less leads to more correct forecasts than knowing more--which can occur when the recognition heuristic is used. Two groups of participants (laypeople, experts) made forecasts for the first-round matches of the tournament. Of the five candidate mechanisms, the recognition heuristic predicted laypeople's forecasts best: when applicable, it accounted for 90% of the forecasts. The recognition heuristic correctly predicted the actual winner of the matches substantially better than chance but did not achieve the accuracy of direct indicators of team strength. The experts made more correct forecasts than the laypeople. Moreover, we found no benefit of ignorance among the group of laypeople, although the conditions for a less-is-more effect specified by Goldstein and Gigerenzer were fulfilled.

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Year:  2006        PMID: 16904059     DOI: 10.1016/j.actpsy.2006.07.002

Source DB:  PubMed          Journal:  Acta Psychol (Amst)        ISSN: 0001-6918


  7 in total

1.  Recognition-based inference: When is less more in the real world?

Authors:  Thorsten Pachur
Journal:  Psychon Bull Rev       Date:  2010-08

2.  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

3.  Individual differences in use of the recognition heuristic are stable across time, choice objects, domains, and presentation formats.

Authors:  Martha Michalkiewicz; Edgar Erdfelder
Journal:  Mem Cognit       Date:  2016-04

4.  The recognition heuristic: a review of theory and tests.

Authors:  Thorsten Pachur; Peter M Todd; Gerd Gigerenzer; Lael J Schooler; Daniel G Goldstein
Journal:  Front Psychol       Date:  2011-07-05

Review 5.  Good judgments do not require complex cognition.

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

Review 6.  Heuristic decision making in medicine.

Authors:  Julian N Marewski; Gerd Gigerenzer
Journal:  Dialogues Clin Neurosci       Date:  2012-03       Impact factor: 5.986

7.  Predicting Seasonal Performance in Professional Sport: A 30-Year Analysis of Sports Illustrated Predictions.

Authors:  Justine Jones; Kathryn Johnston; Lou Farah; Joseph Baker
Journal:  Sports (Basel)       Date:  2021-12-01
  7 in total

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