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The impact of health resource enhancement and its spatiotemporal relationship with population health
OBJECTIVE: This study investigated the impact of health resource enhancement on health and spatiotemporal variation characteristics from 2000 to 2010 at the county level. METHODS: Multiscale Geographically Weighted Regression and curve fitting were used to explore the characteristics of spatiotempor...
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/PMC9868711/ https://www.ncbi.nlm.nih.gov/pubmed/36699901 http://dx.doi.org/10.3389/fpubh.2022.1043184 |
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author | Qiu, Leijie Yang, Linsheng Li, Hairong Wang, Li |
author_facet | Qiu, Leijie Yang, Linsheng Li, Hairong Wang, Li |
author_sort | Qiu, Leijie |
collection | PubMed |
description | OBJECTIVE: This study investigated the impact of health resource enhancement on health and spatiotemporal variation characteristics from 2000 to 2010 at the county level. METHODS: Multiscale Geographically Weighted Regression and curve fitting were used to explore the characteristics of spatiotemporal impact and divergence mechanism of health resource enhancement on population health. RESULTS: From 2000 to 2010, China's population health continued to rise steadily, and health resource allocation improved. Population health demonstrated the significant spatial autocorrelation, and its spatial clustering patterns were relatively fixed. Health resource allocation was relatively equal. Health technicians per 1,000 persons had a significant positive effect on population health in 2000 and 2010. Meanwhile, its impact tends to be consistent across regions, and the impact scale has been continuously expanding. A quantitative relationship exists between population health and health resource inputs. When life expectancy ranged from 73.68 to 84.08 years, the death rate ranged from 6.27 to 9.00%, and the infant mortality rate ranged from 0.00 to 6.33%, investments in health resources, especially related to health technicians, were beneficial for population health. CONCLUSIONS: The government should improve the science and rationality of health resource planning. Planning meets regional realities by combining the impacts of economy and geography. The influence of health resources on population health depends on the overall allocation of health technicians. The number of health technicians needs to be further increased to improve the health resources' effective allocation between regions. |
format | Online Article Text |
id | pubmed-9868711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98687112023-01-24 The impact of health resource enhancement and its spatiotemporal relationship with population health Qiu, Leijie Yang, Linsheng Li, Hairong Wang, Li Front Public Health Public Health OBJECTIVE: This study investigated the impact of health resource enhancement on health and spatiotemporal variation characteristics from 2000 to 2010 at the county level. METHODS: Multiscale Geographically Weighted Regression and curve fitting were used to explore the characteristics of spatiotemporal impact and divergence mechanism of health resource enhancement on population health. RESULTS: From 2000 to 2010, China's population health continued to rise steadily, and health resource allocation improved. Population health demonstrated the significant spatial autocorrelation, and its spatial clustering patterns were relatively fixed. Health resource allocation was relatively equal. Health technicians per 1,000 persons had a significant positive effect on population health in 2000 and 2010. Meanwhile, its impact tends to be consistent across regions, and the impact scale has been continuously expanding. A quantitative relationship exists between population health and health resource inputs. When life expectancy ranged from 73.68 to 84.08 years, the death rate ranged from 6.27 to 9.00%, and the infant mortality rate ranged from 0.00 to 6.33%, investments in health resources, especially related to health technicians, were beneficial for population health. CONCLUSIONS: The government should improve the science and rationality of health resource planning. Planning meets regional realities by combining the impacts of economy and geography. The influence of health resources on population health depends on the overall allocation of health technicians. The number of health technicians needs to be further increased to improve the health resources' effective allocation between regions. Frontiers Media S.A. 2023-01-09 /pmc/articles/PMC9868711/ /pubmed/36699901 http://dx.doi.org/10.3389/fpubh.2022.1043184 Text en Copyright © 2023 Qiu, Yang, Li and Wang. 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 Qiu, Leijie Yang, Linsheng Li, Hairong Wang, Li The impact of health resource enhancement and its spatiotemporal relationship with population health |
title | The impact of health resource enhancement and its spatiotemporal relationship with population health |
title_full | The impact of health resource enhancement and its spatiotemporal relationship with population health |
title_fullStr | The impact of health resource enhancement and its spatiotemporal relationship with population health |
title_full_unstemmed | The impact of health resource enhancement and its spatiotemporal relationship with population health |
title_short | The impact of health resource enhancement and its spatiotemporal relationship with population health |
title_sort | impact of health resource enhancement and its spatiotemporal relationship with population health |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868711/ https://www.ncbi.nlm.nih.gov/pubmed/36699901 http://dx.doi.org/10.3389/fpubh.2022.1043184 |
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