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Two-stage dual-game model approach to view the difficulty of healthcare accessibility

This study proposed a two-stage dual-game model methodology to evaluate the existing difficulty of healthcare accessibility in China. First, we analyzed a multi-player El Farol bar game with incomplete information by mixed strategy to explore the Nash equilibrium, and then a weighted El Farol bar ga...

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Detalles Bibliográficos
Autores principales: Wang, Weiwei, Weng, Futian, Chen, Yusheng, Zhu, Miao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033865/
https://www.ncbi.nlm.nih.gov/pubmed/36969632
http://dx.doi.org/10.3389/fpubh.2023.1078675
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author Wang, Weiwei
Weng, Futian
Chen, Yusheng
Zhu, Miao
author_facet Wang, Weiwei
Weng, Futian
Chen, Yusheng
Zhu, Miao
author_sort Wang, Weiwei
collection PubMed
description This study proposed a two-stage dual-game model methodology to evaluate the existing difficulty of healthcare accessibility in China. First, we analyzed a multi-player El Farol bar game with incomplete information by mixed strategy to explore the Nash equilibrium, and then a weighted El Farol bar game was discussed to identify the existence of a contradiction between supply and demand sides in a tertiary hospital. Second, the overall payoff based on healthcare quality was calculated. In terms of the probability of medical experience reaching that expected level, residents are not optimistic about going to the hospital, and the longer the observation period is, the more pronounced this trend becomes. By adjusting the threshold value to observe the change in the probability of being able to obtain the expected medical experience, it is found that the median number of hospital visits is a key parameter. Going to the hospital did bring benefits to people with consideration of the payoffs, while the benefits varied significantly with the observation period among different months. This study is recommended as a new method and approach to quantitatively assess the tense relationship in access to medical care between the demand and supply sides and a foundation for policy and practice improvements to ensure the efficient delivery of healthcare.
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spelling pubmed-100338652023-03-24 Two-stage dual-game model approach to view the difficulty of healthcare accessibility Wang, Weiwei Weng, Futian Chen, Yusheng Zhu, Miao Front Public Health Public Health This study proposed a two-stage dual-game model methodology to evaluate the existing difficulty of healthcare accessibility in China. First, we analyzed a multi-player El Farol bar game with incomplete information by mixed strategy to explore the Nash equilibrium, and then a weighted El Farol bar game was discussed to identify the existence of a contradiction between supply and demand sides in a tertiary hospital. Second, the overall payoff based on healthcare quality was calculated. In terms of the probability of medical experience reaching that expected level, residents are not optimistic about going to the hospital, and the longer the observation period is, the more pronounced this trend becomes. By adjusting the threshold value to observe the change in the probability of being able to obtain the expected medical experience, it is found that the median number of hospital visits is a key parameter. Going to the hospital did bring benefits to people with consideration of the payoffs, while the benefits varied significantly with the observation period among different months. This study is recommended as a new method and approach to quantitatively assess the tense relationship in access to medical care between the demand and supply sides and a foundation for policy and practice improvements to ensure the efficient delivery of healthcare. Frontiers Media S.A. 2023-03-09 /pmc/articles/PMC10033865/ /pubmed/36969632 http://dx.doi.org/10.3389/fpubh.2023.1078675 Text en Copyright © 2023 Wang, Weng, Chen and Zhu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Wang, Weiwei
Weng, Futian
Chen, Yusheng
Zhu, Miao
Two-stage dual-game model approach to view the difficulty of healthcare accessibility
title Two-stage dual-game model approach to view the difficulty of healthcare accessibility
title_full Two-stage dual-game model approach to view the difficulty of healthcare accessibility
title_fullStr Two-stage dual-game model approach to view the difficulty of healthcare accessibility
title_full_unstemmed Two-stage dual-game model approach to view the difficulty of healthcare accessibility
title_short Two-stage dual-game model approach to view the difficulty of healthcare accessibility
title_sort two-stage dual-game model approach to view the difficulty of healthcare accessibility
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033865/
https://www.ncbi.nlm.nih.gov/pubmed/36969632
http://dx.doi.org/10.3389/fpubh.2023.1078675
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