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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Les Laboratoires Servier
2012
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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. |
format | Online Article Text |
id | pubmed-3341653 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Les Laboratoires Servier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT marewskijuliann heuristicdecisionmakinginmedicine AT gigerenzergerd heuristicdecisionmakinginmedicine |