ArticleJournal of global health2025
Geographic variations, temporal trends, and equity in healthcare resource allocation in China, 2010-21.
Article in Journal of global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- The effect of maternal and child health resource allocation on efficiency in China.Scientific reports · 2026Article
- Satisfaction with cancer screening programs and its associated factors: a cross-sectional study in 26 provinces across China.BMC public health · 2026Article
- Disparities in gynecological care capacity in China: a national assessment using the structure-process-outcome framework.BMC health services research · 2026Article
- The Impact of the "Healthy China 2030" planning outline strategy on the development of China's medical and health resources-based on interrupted time series analysis from 1990 to 2023.Scientific reports · 2026Article
- Multiregional survey of Chinese pediatricians: Compliance with WHO guidelines on physical activity, sedentary time, and sleep.Medicine · 2026Article
- Estimating the economic burden of lower respiratory infections in China from 2020 to 2040: a health-augmented macroeconomic modelling study.The Lancet regional health. Western Pacific · 2026Article
- Knowledge, attitudes, and practice towards allergen-specific immunotherapy in parents with children having allergic rhinitis: a cross-sectional study in Wuxi.BMC pediatrics · 2026Article
- Beyond smoking status: risk factors for pulmonary nodules ≥5 mm in a Chinese community screening program.Frontiers in medicine · 2026Article
- Spatial-temporal epidemiological characteristics of thyroid cancer mortality in China cancer registration areas: analysis based on multiple models.Frontiers in oncology · 2026Article
- Mobile signaling big data, healthcare-seeking flows, and multidimensional healthcare access in Shanghai: implications for healthcare supply-demand matching and medical security governance.Frontiers in public health · 2026Article
- Spatiotemporal coupling coordination between population aging and healthcare resource capacity in China: a provincial-level analysis, 2000-2023.Frontiers in public health · 2026Article
- Efficiency assessment and demand forecasting in China's primary healthcare system: a comprehensive SBM-DDF-GML analysis.Frontiers in public health · 2026Article
- Theme recognition and evolutionary analysis of older adults cognitive disorder prevention and control policies based on the BERTopic model.Frontiers in public health · 2026Article
- Determinants of equitable public health human resource allocation in China: a multidimensional analysis using RIF-I-OLS decomposition.Human resources for health · 2025Article
- 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
- The impact of minimum wages on medical expenditures and resource misallocation: evidence from China's healthcare system.Frontiers in public health · 2025Article
- Epidemiology of drug-resistant tuberculosis among hospitalized children with tuberculosis in southwest China, 2017-2024.Frontiers in microbiology · 2025Article
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11 authors.
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Abstract
Background: Inequity in healthcare resources has been identified as a global public health priority, yet the geographic variations and temporal trends in distribution and inequity in China remain unclear. We aimed to investigate these variations and temporal trends in healthcare resources and evaluate inequity in healthcare resource allocation in China. Methods: In this nationwide descriptive study, we used provincial-level data on healthcare infrastructure, human, and service resources from 31 provinces of mainland China, publicly released by the National Health Commission of China between 2010-21. We assessed the spatial autocorrelation of healthcare infrastructure, human, and service resources using Moran's I index, and identified spatial clusters of resource allocation. We evaluated the equity in healthcare resource allocation using the Lorenz curve, Gini coefficient, and Theil index by population and geographic dimensions. Results: Between 2010-21, the density of healthcare infrastructure and human resources in China increased, with the average stay decreasing from 10.5 to 9.2 days. There were substantial regional disparities, with higher resource density exhibited in eastern regions compared to western regions. Spatial autocorrelation was more pronounced for the density of practising (assistant) physicians (Moran's I = 0.465; P < 0.001), practising physicians (Moran's I = 0.351; P < 0.001), and bed occupancy rate (Moran's I = 0.256; P < 0.001), with significant geographic clusters of resource allocation. Lorenz curves showed that healthcare resource allocation was closer to the absolute equity by population but not geographic dimension, with Gini coefficients indicating severe inequity (>0.6) by geographic dimension compared to perfect equity (<0.2) by population dimension. Intraregional Theil index by population was higher than the inter-regional index, with contribution rates exceeding 60%. Conclusions: Per capita access to healthcare resources in China has improved, but significant geographic variations and clustering exist, particularly with higher resource density in eastern regions. While resource allocation by population showed better equity than by geographic area, substantial intra-regional disparities highlight the need for targeted strategies to enhance equitable distribution, particularly in the western regions.
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