ArticleInternational journal for equity in health2023
Spatiotemporal evolution and influencing factors of the allocation of social care resources for the older adults in China.
Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Temporal-spatial analysis and driving factors of coupling coordination between population and health services systems in China, 2010-2022.BMC health services research · 2026Article
- Coupling Coordination Analysis of Medical Service Capacity, Residents' Health Level and Regional Economic Development in China.Healthcare (Basel, Switzerland) · 2026Article
- Spatio-temporal evolution characteristics, challenges and future perspectives of intelligent health eldercare industry development in China: a spatial analysis and policy text mining from 1982 to 2024.BMC health services research · 2026Article
- Assessing regional disparities and trends in health resource allocation from sub-provincial cities in China.Annals of medicine · 2025Article
- Adapting health, economic and social policies to address population aging in China.Nature aging · 2025Review
- Spatial differences, dynamic evolution and influencing factors of the coupling and coordination relationship between health resources allocation and health service utilization in China.BMC public health · 2025Article
- Monitoring utilisation patterns of home- and community-based services for healthy ageing: a cross-sectional study.BMC geriatrics · 2025Article
- Distribution and determinants of the utilization of senior residential care homes in Saudi Arabia: a cross-sectional study.Frontiers in public health · 2024Article
- Equity analysis of older adult resource allocation in China.Frontiers in public health · 2024Article
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3 authors.
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Abstract
backgroundThe reasonable allocation of social care resources for the older adults is a key measure to actively respond to population aging. This study aims to evaluate the evolutionary trend, spatial differences and influencing factors of the social elderly care resources (SECR) allocation in China.
methodsThis study constructed a comprehensive index system consisting of three dimensions: material resources, human resources and financial resources, to measure the level of SECR in mainland China. The Kernel density estimation was used to reveal the dynamic evolution trend, and Dagum Gini Coefficient and its decomposition method were used to investigate the equity of SECR allocation. Spatial panel regression models were used to analyze the influencing factors of the allocation of SECR.
resultsThe level of SECR is rising from 0.197 in 2013 to 0.208 in 2019. The middle-high- and high-level areas of SECR were mainly distributed in the eastern and western China. The Gini coefficient of SECR decreased from 0.262 in 2013 to 0.249 in 2019. Per capita GDP, the proportion of social welfare expenditure in GDP and the proportion of the tertiary industry in GDP have significant positive effects on the allocation of SECR. Population aging and the development of service industry exhibit significant negative spatial spillover effects on the allocation of SECR.
conclusionsThe fairness of the allocation of SECR in China has been improved, while the spatial distribution is imbalanced. Economic development, fiscal input and the development of service industry have significant positive effects while population aging has significant negative effects on the SECR allocation.
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