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The Structural Characteristics of Economic Network and Efficiency of Health Care in China
With the rapid development of the economy of China, the interactivity between provinces and the mobility of the population is increasing. Some patients who could have received the same treatment in their residential areas still choose to receive services in areas with higher economic development and...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8419301/ https://www.ncbi.nlm.nih.gov/pubmed/34497795 http://dx.doi.org/10.3389/fpubh.2021.724736 |
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author | Chai, Kuang-Cheng Yang, Yang Xie, De-Cong Ou, Yang-Lu Chang, Ke-Chiun Han, Xiao |
author_facet | Chai, Kuang-Cheng Yang, Yang Xie, De-Cong Ou, Yang-Lu Chang, Ke-Chiun Han, Xiao |
author_sort | Chai, Kuang-Cheng |
collection | PubMed |
description | With the rapid development of the economy of China, the interactivity between provinces and the mobility of the population is increasing. Some patients who could have received the same treatment in their residential areas still choose to receive services in areas with higher economic development and concentrated high-quality medical resources, resulting in a huge waste of medical resources. Blindly increasing medical resources everywhere does not necessarily increase the output effectively. In this study, the data envelopment analysis (DEA) model, social network analysis (SNA), cluster analysis, and regression analysis are used to analyze the structural characteristics of the economic network structure and efficiency of health care in China. The results show that indegree and eigenvector centrality have a significant positive correlation with the efficiency of health care, and the clustering coefficient has a significant negative correlation with the efficiency of health care in China. This study uses a k-means algorithm to classify 31 provinces into three groups and extract their characteristics. As for the supply of health care resources, the government should command and dispatch the resources in the whole country through a top-down design based on the characteristics of each province. |
format | Online Article Text |
id | pubmed-8419301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84193012021-09-07 The Structural Characteristics of Economic Network and Efficiency of Health Care in China Chai, Kuang-Cheng Yang, Yang Xie, De-Cong Ou, Yang-Lu Chang, Ke-Chiun Han, Xiao Front Public Health Public Health With the rapid development of the economy of China, the interactivity between provinces and the mobility of the population is increasing. Some patients who could have received the same treatment in their residential areas still choose to receive services in areas with higher economic development and concentrated high-quality medical resources, resulting in a huge waste of medical resources. Blindly increasing medical resources everywhere does not necessarily increase the output effectively. In this study, the data envelopment analysis (DEA) model, social network analysis (SNA), cluster analysis, and regression analysis are used to analyze the structural characteristics of the economic network structure and efficiency of health care in China. The results show that indegree and eigenvector centrality have a significant positive correlation with the efficiency of health care, and the clustering coefficient has a significant negative correlation with the efficiency of health care in China. This study uses a k-means algorithm to classify 31 provinces into three groups and extract their characteristics. As for the supply of health care resources, the government should command and dispatch the resources in the whole country through a top-down design based on the characteristics of each province. Frontiers Media S.A. 2021-08-23 /pmc/articles/PMC8419301/ /pubmed/34497795 http://dx.doi.org/10.3389/fpubh.2021.724736 Text en Copyright © 2021 Chai, Yang, Xie, Ou, Chang and Han. 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 Chai, Kuang-Cheng Yang, Yang Xie, De-Cong Ou, Yang-Lu Chang, Ke-Chiun Han, Xiao The Structural Characteristics of Economic Network and Efficiency of Health Care in China |
title | The Structural Characteristics of Economic Network and Efficiency of Health Care in China |
title_full | The Structural Characteristics of Economic Network and Efficiency of Health Care in China |
title_fullStr | The Structural Characteristics of Economic Network and Efficiency of Health Care in China |
title_full_unstemmed | The Structural Characteristics of Economic Network and Efficiency of Health Care in China |
title_short | The Structural Characteristics of Economic Network and Efficiency of Health Care in China |
title_sort | structural characteristics of economic network and efficiency of health care in china |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8419301/ https://www.ncbi.nlm.nih.gov/pubmed/34497795 http://dx.doi.org/10.3389/fpubh.2021.724736 |
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