A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective

In the near future, Artificial Intelligence (AI) is expected to participate more and more in decision making processes, in contexts ranging from healthcare to politics. For example, in the healthcare context, doctors will increasingly use AI and machine learning devices to improve precision in diagn...

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Main Authors: Stefano Triberti, Ilaria Durosini, Gabriella Pravettoni
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Public Health
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpubh.2020.00117/full
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spelling doaj-277388b1430e4093b149cb295c4beb322020-11-25T03:49:39ZengFrontiers Media S.A.Frontiers in Public Health2296-25652020-04-01810.3389/fpubh.2020.00117517191A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological PerspectiveStefano Triberti0Stefano Triberti1Ilaria Durosini2Gabriella Pravettoni3Gabriella Pravettoni4Department of Oncology and Hemato-Oncology, University of Milan, Milan, ItalyApplied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, ItalyApplied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, ItalyDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, ItalyApplied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, ItalyIn the near future, Artificial Intelligence (AI) is expected to participate more and more in decision making processes, in contexts ranging from healthcare to politics. For example, in the healthcare context, doctors will increasingly use AI and machine learning devices to improve precision in diagnosis and to identify therapy regimens. One hot topic regards the necessity for health professionals to adapt shared decision making with patients to include the contribution of AI into clinical practice, such as acting as mediators between the patient with his or her healthcare needs and the recommendations coming from artificial entities. In this scenario, a “third wheel” effect may intervene, potentially affecting the effectiveness of shared decision making in three different ways: first, clinical decisions could be delayed or paralyzed when AI recommendations are difficult to understand or to explain to patients; second, patients' symptomatology and medical diagnosis could be misinterpreted when adapting them to AI classifications; third, there may be confusion about the roles and responsibilities of the protagonists in the healthcare process (e.g., Who really has authority?). This contribution delineates such effects and tries to identify the impact of AI technology on the healthcare process, with a focus on future medical practice.https://www.frontiersin.org/article/10.3389/fpubh.2020.00117/fulldecision makingartificial intelligenceehealthpatient-doctor relationshiptechnology acceptancehealthcare process
collection DOAJ
language English
format Article
sources DOAJ
author Stefano Triberti
Stefano Triberti
Ilaria Durosini
Gabriella Pravettoni
Gabriella Pravettoni
spellingShingle Stefano Triberti
Stefano Triberti
Ilaria Durosini
Gabriella Pravettoni
Gabriella Pravettoni
A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective
Frontiers in Public Health
decision making
artificial intelligence
ehealth
patient-doctor relationship
technology acceptance
healthcare process
author_facet Stefano Triberti
Stefano Triberti
Ilaria Durosini
Gabriella Pravettoni
Gabriella Pravettoni
author_sort Stefano Triberti
title A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective
title_short A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective
title_full A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective
title_fullStr A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective
title_full_unstemmed A “Third Wheel” Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective
title_sort “third wheel” effect in health decision making involving artificial entities: a psychological perspective
publisher Frontiers Media S.A.
series Frontiers in Public Health
issn 2296-2565
publishDate 2020-04-01
description In the near future, Artificial Intelligence (AI) is expected to participate more and more in decision making processes, in contexts ranging from healthcare to politics. For example, in the healthcare context, doctors will increasingly use AI and machine learning devices to improve precision in diagnosis and to identify therapy regimens. One hot topic regards the necessity for health professionals to adapt shared decision making with patients to include the contribution of AI into clinical practice, such as acting as mediators between the patient with his or her healthcare needs and the recommendations coming from artificial entities. In this scenario, a “third wheel” effect may intervene, potentially affecting the effectiveness of shared decision making in three different ways: first, clinical decisions could be delayed or paralyzed when AI recommendations are difficult to understand or to explain to patients; second, patients' symptomatology and medical diagnosis could be misinterpreted when adapting them to AI classifications; third, there may be confusion about the roles and responsibilities of the protagonists in the healthcare process (e.g., Who really has authority?). This contribution delineates such effects and tries to identify the impact of AI technology on the healthcare process, with a focus on future medical practice.
topic decision making
artificial intelligence
ehealth
patient-doctor relationship
technology acceptance
healthcare process
url https://www.frontiersin.org/article/10.3389/fpubh.2020.00117/full
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