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Decision making under uncertain categorization
Two experiments investigated how category information is used in decision making under uncertainty and whether the framing of category information influences how it is used. Subjects were presented with vignettes in which the categorization of a critical item was ambiguous and were asked to choose a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4160964/ https://www.ncbi.nlm.nih.gov/pubmed/25309475 http://dx.doi.org/10.3389/fpsyg.2014.00991 |
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author | Chen, Stephanie Y. Ross, Brian H. Murphy, Gregory L. |
author_facet | Chen, Stephanie Y. Ross, Brian H. Murphy, Gregory L. |
author_sort | Chen, Stephanie Y. |
collection | PubMed |
description | Two experiments investigated how category information is used in decision making under uncertainty and whether the framing of category information influences how it is used. Subjects were presented with vignettes in which the categorization of a critical item was ambiguous and were asked to choose among a set of actions with the goal of attaining the desired outcome for the main character in the story. The normative decision making strategy was to base the decision on all possible categories; however, research on a related topic, category-based induction, has found that people often only consider a single category when making predictions when categorization is uncertain. These experiments found that subjects tend to consider multiple categories when making decisions, but do so both when it is and is not appropriate, suggesting that use of multiple categories is not driven by an understanding of whether categories are relevant to the decision. Similarly, although a framing manipulation increased the rate of multiple-category use, it did so in situations in which multiple-category use both was and was not appropriate. |
format | Online Article Text |
id | pubmed-4160964 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-41609642014-10-10 Decision making under uncertain categorization Chen, Stephanie Y. Ross, Brian H. Murphy, Gregory L. Front Psychol Psychology Two experiments investigated how category information is used in decision making under uncertainty and whether the framing of category information influences how it is used. Subjects were presented with vignettes in which the categorization of a critical item was ambiguous and were asked to choose among a set of actions with the goal of attaining the desired outcome for the main character in the story. The normative decision making strategy was to base the decision on all possible categories; however, research on a related topic, category-based induction, has found that people often only consider a single category when making predictions when categorization is uncertain. These experiments found that subjects tend to consider multiple categories when making decisions, but do so both when it is and is not appropriate, suggesting that use of multiple categories is not driven by an understanding of whether categories are relevant to the decision. Similarly, although a framing manipulation increased the rate of multiple-category use, it did so in situations in which multiple-category use both was and was not appropriate. Frontiers Media S.A. 2014-09-11 /pmc/articles/PMC4160964/ /pubmed/25309475 http://dx.doi.org/10.3389/fpsyg.2014.00991 Text en Copyright © 2014 Chen, Ross and Murphy. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Chen, Stephanie Y. Ross, Brian H. Murphy, Gregory L. Decision making under uncertain categorization |
title | Decision making under uncertain categorization |
title_full | Decision making under uncertain categorization |
title_fullStr | Decision making under uncertain categorization |
title_full_unstemmed | Decision making under uncertain categorization |
title_short | Decision making under uncertain categorization |
title_sort | decision making under uncertain categorization |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4160964/ https://www.ncbi.nlm.nih.gov/pubmed/25309475 http://dx.doi.org/10.3389/fpsyg.2014.00991 |
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