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A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics

PURPOSE: This study tried to establish a metric framework of patient adherence to doctor’s advice based on the expected utility and prospect theories, and it explained why the key to patient adherence to doctor’s advice is patients’ perceptions. METHODS: Our framework is primarily based on two matur...

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Autores principales: Lin, Senlin, Ma, Yingyan, Zou, Haidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7049270/
https://www.ncbi.nlm.nih.gov/pubmed/32158201
http://dx.doi.org/10.2147/PPA.S227829
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author Lin, Senlin
Ma, Yingyan
Zou, Haidong
author_facet Lin, Senlin
Ma, Yingyan
Zou, Haidong
author_sort Lin, Senlin
collection PubMed
description PURPOSE: This study tried to establish a metric framework of patient adherence to doctor’s advice based on the expected utility and prospect theories, and it explained why the key to patient adherence to doctor’s advice is patients’ perceptions. METHODS: Our framework is primarily based on two mature theories: expected utility theory and prospect theory. We started with a basic assumption: the doctor is rational and cares for patient’s health utility. We analyzed the expected utility of therapy with a definite diagnosis. Then, we considered the impacts of the accuracy of diagnostic techniques. After that, we explored the patient’s response to the doctors’ advices based on behavioral economics. In addition, we launched a discrete choice experiment to test our main point: perception is the key to patients’ adherence. A total of 200 undergraduate students participated in the discrete choice experiment. RESULTS: Three main factors might impact a rational clinical decision: the therapeutic and side effects of the treatment, patient’s true disease risk, and diagnostic accuracy. However, another factor, patient’s individual percepion, was crucial for patient’s adherence since it may bias the patient’s estimations regarding the above three factors. As a result, doctors and patients would have a cognitive gap in the estimation of the disease and the treatment. CONCLUSION: The results indicate that without the necessary information, better clinical techniques may not help to improve patient adherence, which support our theoretical reasoning forcefully. Therefore, improving patient adherence should be more of a process of empathy and communication rather than a promotion of medical technology.
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spelling pubmed-70492702020-03-10 A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics Lin, Senlin Ma, Yingyan Zou, Haidong Patient Prefer Adherence Original Research PURPOSE: This study tried to establish a metric framework of patient adherence to doctor’s advice based on the expected utility and prospect theories, and it explained why the key to patient adherence to doctor’s advice is patients’ perceptions. METHODS: Our framework is primarily based on two mature theories: expected utility theory and prospect theory. We started with a basic assumption: the doctor is rational and cares for patient’s health utility. We analyzed the expected utility of therapy with a definite diagnosis. Then, we considered the impacts of the accuracy of diagnostic techniques. After that, we explored the patient’s response to the doctors’ advices based on behavioral economics. In addition, we launched a discrete choice experiment to test our main point: perception is the key to patients’ adherence. A total of 200 undergraduate students participated in the discrete choice experiment. RESULTS: Three main factors might impact a rational clinical decision: the therapeutic and side effects of the treatment, patient’s true disease risk, and diagnostic accuracy. However, another factor, patient’s individual percepion, was crucial for patient’s adherence since it may bias the patient’s estimations regarding the above three factors. As a result, doctors and patients would have a cognitive gap in the estimation of the disease and the treatment. CONCLUSION: The results indicate that without the necessary information, better clinical techniques may not help to improve patient adherence, which support our theoretical reasoning forcefully. Therefore, improving patient adherence should be more of a process of empathy and communication rather than a promotion of medical technology. Dove 2020-02-25 /pmc/articles/PMC7049270/ /pubmed/32158201 http://dx.doi.org/10.2147/PPA.S227829 Text en © 2020 Lin et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Lin, Senlin
Ma, Yingyan
Zou, Haidong
A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics
title A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics
title_full A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics
title_fullStr A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics
title_full_unstemmed A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics
title_short A Brief Metric Framework for Patient Adherence to Doctor’s Advice Based on Behavioral Economics
title_sort brief metric framework for patient adherence to doctor’s advice based on behavioral economics
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7049270/
https://www.ncbi.nlm.nih.gov/pubmed/32158201
http://dx.doi.org/10.2147/PPA.S227829
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