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The challenge of cognitive science for medical diagnosis

The historical tendency to view medicine as both an art and a science may have contributed to a disinclination among clinicians towards cognitive science. In particular, this has had an impact on the approach towards the diagnostic process which is a barometer of clinical decision-making behaviour a...

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Autores principales: Croskerry, Pat, Campbell, Samuel G., Petrie, David A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911579/
https://www.ncbi.nlm.nih.gov/pubmed/36759370
http://dx.doi.org/10.1186/s41235-022-00460-z
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author Croskerry, Pat
Campbell, Samuel G.
Petrie, David A.
author_facet Croskerry, Pat
Campbell, Samuel G.
Petrie, David A.
author_sort Croskerry, Pat
collection PubMed
description The historical tendency to view medicine as both an art and a science may have contributed to a disinclination among clinicians towards cognitive science. In particular, this has had an impact on the approach towards the diagnostic process which is a barometer of clinical decision-making behaviour and is increasingly seen as a yardstick of clinician calibration and performance. The process itself is more complicated and complex than was previously imagined, with multiple variables that are difficult to predict, are interactive, and show nonlinearity. They appear to characterise a complex adaptive system. Many aspects of the diagnostic process, including the psychophysics of signal detection and discrimination, ergonomics, probability theory, decision analysis, factor analysis, causal analysis and more recent developments in judgement and decision-making (JDM), especially including the domain of heuristics and cognitive and affective biases, appear fundamental to a good understanding of it. A preliminary analysis of factors such as manifestness of illness and others that may impede clinicians’ awareness and understanding of these issues is proposed here. It seems essential that medical trainees be explicitly and systematically exposed to specific areas of cognitive science during the undergraduate curriculum, and learn to incorporate them into clinical reasoning and decision-making. Importantly, this understanding is needed for the development of cognitive bias mitigation and improved calibration of JDM in clinical practice.
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spelling pubmed-99115792023-02-11 The challenge of cognitive science for medical diagnosis Croskerry, Pat Campbell, Samuel G. Petrie, David A. Cogn Res Princ Implic Original Article The historical tendency to view medicine as both an art and a science may have contributed to a disinclination among clinicians towards cognitive science. In particular, this has had an impact on the approach towards the diagnostic process which is a barometer of clinical decision-making behaviour and is increasingly seen as a yardstick of clinician calibration and performance. The process itself is more complicated and complex than was previously imagined, with multiple variables that are difficult to predict, are interactive, and show nonlinearity. They appear to characterise a complex adaptive system. Many aspects of the diagnostic process, including the psychophysics of signal detection and discrimination, ergonomics, probability theory, decision analysis, factor analysis, causal analysis and more recent developments in judgement and decision-making (JDM), especially including the domain of heuristics and cognitive and affective biases, appear fundamental to a good understanding of it. A preliminary analysis of factors such as manifestness of illness and others that may impede clinicians’ awareness and understanding of these issues is proposed here. It seems essential that medical trainees be explicitly and systematically exposed to specific areas of cognitive science during the undergraduate curriculum, and learn to incorporate them into clinical reasoning and decision-making. Importantly, this understanding is needed for the development of cognitive bias mitigation and improved calibration of JDM in clinical practice. Springer International Publishing 2023-02-09 /pmc/articles/PMC9911579/ /pubmed/36759370 http://dx.doi.org/10.1186/s41235-022-00460-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Croskerry, Pat
Campbell, Samuel G.
Petrie, David A.
The challenge of cognitive science for medical diagnosis
title The challenge of cognitive science for medical diagnosis
title_full The challenge of cognitive science for medical diagnosis
title_fullStr The challenge of cognitive science for medical diagnosis
title_full_unstemmed The challenge of cognitive science for medical diagnosis
title_short The challenge of cognitive science for medical diagnosis
title_sort challenge of cognitive science for medical diagnosis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911579/
https://www.ncbi.nlm.nih.gov/pubmed/36759370
http://dx.doi.org/10.1186/s41235-022-00460-z
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