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Heuristic decision making in medicine

Can less information be more helpful when it comes to making medical decisions? Contrary to the common intuition that more information is always better, the use of heuristics can help both physicians and patients to make sound decisions. Heuristics are simple decision strategies that ignore part of...

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Detalles Bibliográficos
Autores principales: Marewski, Julian N., Gigerenzer, Gerd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Les Laboratoires Servier 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341653/
https://www.ncbi.nlm.nih.gov/pubmed/22577307
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author Marewski, Julian N.
Gigerenzer, Gerd
author_facet Marewski, Julian N.
Gigerenzer, Gerd
author_sort Marewski, Julian N.
collection PubMed
description Can less information be more helpful when it comes to making medical decisions? Contrary to the common intuition that more information is always better, the use of heuristics can help both physicians and patients to make sound decisions. Heuristics are simple decision strategies that ignore part of the available information, basing decisions on only a few relevant predictors. We discuss: (i) how doctors and patients use heuristics; and (ii) when heuristics outperform information-greedy methods, such as regressions in medical diagnosis. Furthermore, we outline those features of heuristics that make them useful in health care settings. These features include their surprising accuracy, transparency, and wide accessibility, as well as the low costs and little time required to employ them. We close by explaining one of the statistical reasons why heuristics are accurate, and by pointing to psychiatry as one area for future research on heuristics in health care.
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spelling pubmed-33416532012-05-10 Heuristic decision making in medicine Marewski, Julian N. Gigerenzer, Gerd Dialogues Clin Neurosci Clinical Research Can less information be more helpful when it comes to making medical decisions? Contrary to the common intuition that more information is always better, the use of heuristics can help both physicians and patients to make sound decisions. Heuristics are simple decision strategies that ignore part of the available information, basing decisions on only a few relevant predictors. We discuss: (i) how doctors and patients use heuristics; and (ii) when heuristics outperform information-greedy methods, such as regressions in medical diagnosis. Furthermore, we outline those features of heuristics that make them useful in health care settings. These features include their surprising accuracy, transparency, and wide accessibility, as well as the low costs and little time required to employ them. We close by explaining one of the statistical reasons why heuristics are accurate, and by pointing to psychiatry as one area for future research on heuristics in health care. Les Laboratoires Servier 2012-03 /pmc/articles/PMC3341653/ /pubmed/22577307 Text en Copyright: © 2012 LLS http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc-nd/3.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Clinical Research
Marewski, Julian N.
Gigerenzer, Gerd
Heuristic decision making in medicine
title Heuristic decision making in medicine
title_full Heuristic decision making in medicine
title_fullStr Heuristic decision making in medicine
title_full_unstemmed Heuristic decision making in medicine
title_short Heuristic decision making in medicine
title_sort heuristic decision making in medicine
topic Clinical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341653/
https://www.ncbi.nlm.nih.gov/pubmed/22577307
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