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Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go
We aimed to explore the association between the number of primary healthcare workers and infectious diarrhea morbidity at community levels and to provide evidence-based implications for optimizing primary healthcare manpower resource allocations. We collected annual infectious diarrhea morbidity and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9001693/ https://www.ncbi.nlm.nih.gov/pubmed/35411117 http://dx.doi.org/10.1038/s41598-022-10060-y |
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author | Guan, Xujing Lan, Tianjiao Liao, Weibin Wu, Xue’er Pan, Jay |
author_facet | Guan, Xujing Lan, Tianjiao Liao, Weibin Wu, Xue’er Pan, Jay |
author_sort | Guan, Xujing |
collection | PubMed |
description | We aimed to explore the association between the number of primary healthcare workers and infectious diarrhea morbidity at community levels and to provide evidence-based implications for optimizing primary healthcare manpower resource allocations. We collected annual infectious diarrhea morbidity and relevant data of 4321 communities in Sichuan Province, China, from 2017 to 2019. Global and local Moran’s I were calculated to detect the spatial clustering of infectious diarrhea morbidity and to identify areas where increased primary healthcare manpower resources should be allocated. The spatial lag fixed effects panel data model was adopted to explore the association between the number of primary healthcare workers per 1000 residents and infectious diarrhea morbidity. Significantly high–high and low–low clusters of infectious diarrhea cases were found to be mainly distributed in underdeveloped and developed areas during the studied period years, respectively. The infectious diarrhea morbidity was found to be statistically negatively associated with the number of primary healthcare workers per 1000 residents with a coefficient of − 0.172, indicating that a 0.172 reduction of infectious diarrhea morbidity (1/10,000) was associated with doubled amounts of primary healthcare workers per 1000 residents. Our findings highlighted the role of primary healthcare in the process of infectious diarrhea prevention and control, and implied that constant efforts should be addressed to facilitate infectious diarrhea prevention and control, especially in the underdeveloped areas. |
format | Online Article Text |
id | pubmed-9001693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90016932022-04-13 Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go Guan, Xujing Lan, Tianjiao Liao, Weibin Wu, Xue’er Pan, Jay Sci Rep Article We aimed to explore the association between the number of primary healthcare workers and infectious diarrhea morbidity at community levels and to provide evidence-based implications for optimizing primary healthcare manpower resource allocations. We collected annual infectious diarrhea morbidity and relevant data of 4321 communities in Sichuan Province, China, from 2017 to 2019. Global and local Moran’s I were calculated to detect the spatial clustering of infectious diarrhea morbidity and to identify areas where increased primary healthcare manpower resources should be allocated. The spatial lag fixed effects panel data model was adopted to explore the association between the number of primary healthcare workers per 1000 residents and infectious diarrhea morbidity. Significantly high–high and low–low clusters of infectious diarrhea cases were found to be mainly distributed in underdeveloped and developed areas during the studied period years, respectively. The infectious diarrhea morbidity was found to be statistically negatively associated with the number of primary healthcare workers per 1000 residents with a coefficient of − 0.172, indicating that a 0.172 reduction of infectious diarrhea morbidity (1/10,000) was associated with doubled amounts of primary healthcare workers per 1000 residents. Our findings highlighted the role of primary healthcare in the process of infectious diarrhea prevention and control, and implied that constant efforts should be addressed to facilitate infectious diarrhea prevention and control, especially in the underdeveloped areas. Nature Publishing Group UK 2022-04-11 /pmc/articles/PMC9001693/ /pubmed/35411117 http://dx.doi.org/10.1038/s41598-022-10060-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Guan, Xujing Lan, Tianjiao Liao, Weibin Wu, Xue’er Pan, Jay Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
title | Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
title_full | Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
title_fullStr | Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
title_full_unstemmed | Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
title_short | Exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
title_sort | exploring the effect of the primary care health workers number on infectious diarrhea morbidity and where the health resources should go |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9001693/ https://www.ncbi.nlm.nih.gov/pubmed/35411117 http://dx.doi.org/10.1038/s41598-022-10060-y |
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