ArticleFrontiers in public health2022
The impact of health resource enhancement and its spatiotemporal relationship with population health.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.
- National and subnational incidence, mortality and associated factors of colorectal cancer in China: A systematic analysis and modelling study.Journal of global health · 2023Pooled it
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- How do economic capital, digital technology, and spatial structure drive health performance in the digital age? -An fsQCA study on provincial-level health resource utilization efficiency in China based on the TOE framework.BMC health services research · 2026Article
- Metropolitan inequalities in health system resources and COVID-19 adjusted life expectancy among older adults in Mexico.Frontiers in public health · 2026Article
- Spatial econometric analysis of health workforce distribution and its influencing factors in Inner Mongolia, China.PloS one · 2026Article
- Trend analysis and epidemiological forecasting of colorectal Cancer mortality among reproductive-age women in sub-Saharan Africa.Preventive medicine reports · 2025Article
- Equity and Efficiency of Medical Resource Allocation in National Central Cities, China.Risk management and healthcare policy · 2025Article
- Regional and patient-level determinants of endoscopic utilization in rural healthcare: a multi-level analysis.Frontiers in oncology · 2025Article
- The coupling coordination between digital village construction and rural healthcare service efficiency in China: dynamic evolution, spatial difference and driving factors.Frontiers in public health · 2025Article
- Spatiotemporal patterns and social determinants of county life expectancy in the Yangtze River Economic Belt.Frontiers in public health · 2025Article
- Metabolic syndrome and spatial disparities: The role of socioeconomic deprivation and medical resource availability in the Cijin district, Taiwan.The Kaohsiung journal of medical sciences · 2024Article
- Can public hospital reform reduce medical resource mismatches? Evidence from China.Health economics review · 2024Article
- Perspectives of practitioners on support for caregivers of children with intellectual disability.Curationis · 2024Article
- Revealing spatiotemporal inequalities, hotspots, and determinants in healthcare resource distribution: insights from hospital beds panel data in 2308 Chinese counties.BMC public health · 2024Article
- Article
- Spatial distribution and influencing factors of CDC health resources in China: a study based on panel data from 2016-2021.Frontiers in public health · 2024Article
- Space-time distribution of intestinal infectious diseases and their association with socioeconomic variables in Ecuador.Frontiers in public health · 2024Article
- Coupling coordination relationship between health resource allocation and regional economic development: an empirical study based on five provinces in eastern China.Frontiers in public health · 2024Article
- A programme of support for care assistants of children admitted with cerebral palsy.African journal of disability · 2024Article
- Spatiotemporal heterogeneity of the association between socioeconomic development and health policy attention: a geographically and temporally weighted regression modeling study in China.Frontiers in public health · 2024Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
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