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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-10033865 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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