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Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data
As a southwestern province of China, Sichuan is confronted with geographical disparities in access to healthcare professionals because of its complex terrain, uneven population distribution and huge economic gaps between regions. With 10-year data, this study aims to explore the county-level spatial...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394835/ https://www.ncbi.nlm.nih.gov/pubmed/34442191 http://dx.doi.org/10.3390/healthcare9081053 |
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author | Zhang, Ning Ning, Wei Xie, Tao Liu, Jinlin He, Rongxin Zhu, Bin Mao, Ying |
author_facet | Zhang, Ning Ning, Wei Xie, Tao Liu, Jinlin He, Rongxin Zhu, Bin Mao, Ying |
author_sort | Zhang, Ning |
collection | PubMed |
description | As a southwestern province of China, Sichuan is confronted with geographical disparities in access to healthcare professionals because of its complex terrain, uneven population distribution and huge economic gaps between regions. With 10-year data, this study aims to explore the county-level spatial disparities in access to different types of healthcare professionals (licensed doctors, registered nurses, pharmacists, technologists and interns) in Sichuan using temporal and spatial analysis methods. The time-series results showed that the quantity of all types of healthcare professionals increased, especially the registered nurses, while huge spatial disparities exist in the distribution of healthcare professionals in Sichuan. The local Moran’s I calculations showed that high–high clusters (significantly high healthcare professional quantity in a group of counties) were detected in Chengdu (capital of Sichuan) and relatively rich areas, while low–low clusters (significantly low healthcare professional quantity in a group of counties) were usually found near the mountain areas, namely, Tsinling Mountains and Hengduan Mountains. The findings may deserve considerations in making region-oriented policies in educating and attracting more healthcare professionals to the disadvantaged areas. |
format | Online Article Text |
id | pubmed-8394835 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83948352021-08-28 Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data Zhang, Ning Ning, Wei Xie, Tao Liu, Jinlin He, Rongxin Zhu, Bin Mao, Ying Healthcare (Basel) Article As a southwestern province of China, Sichuan is confronted with geographical disparities in access to healthcare professionals because of its complex terrain, uneven population distribution and huge economic gaps between regions. With 10-year data, this study aims to explore the county-level spatial disparities in access to different types of healthcare professionals (licensed doctors, registered nurses, pharmacists, technologists and interns) in Sichuan using temporal and spatial analysis methods. The time-series results showed that the quantity of all types of healthcare professionals increased, especially the registered nurses, while huge spatial disparities exist in the distribution of healthcare professionals in Sichuan. The local Moran’s I calculations showed that high–high clusters (significantly high healthcare professional quantity in a group of counties) were detected in Chengdu (capital of Sichuan) and relatively rich areas, while low–low clusters (significantly low healthcare professional quantity in a group of counties) were usually found near the mountain areas, namely, Tsinling Mountains and Hengduan Mountains. The findings may deserve considerations in making region-oriented policies in educating and attracting more healthcare professionals to the disadvantaged areas. MDPI 2021-08-16 /pmc/articles/PMC8394835/ /pubmed/34442191 http://dx.doi.org/10.3390/healthcare9081053 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Ning Ning, Wei Xie, Tao Liu, Jinlin He, Rongxin Zhu, Bin Mao, Ying Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data |
title | Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data |
title_full | Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data |
title_fullStr | Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data |
title_full_unstemmed | Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data |
title_short | Spatial Disparities in Access to Healthcare Professionals in Sichuan: Evidence from County-Level Data |
title_sort | spatial disparities in access to healthcare professionals in sichuan: evidence from county-level data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394835/ https://www.ncbi.nlm.nih.gov/pubmed/34442191 http://dx.doi.org/10.3390/healthcare9081053 |
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