ArticleBMJ open2023
Influencing factors of health resource allocation and utilisation before and after COVID-19 based on RIF-I-OLS decomposition method: a longitudinal retrospective study in Guangdong Province, China.
Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Assessment of emergency management capabilities for public health emergencies in China.Frontiers in public health · 2026Article
- Assessing regional disparities and trends in health resource allocation from sub-provincial cities in China.Annals of medicine · 2025Article
- The spatial effects and influencing factors of inter-provincial health resource allocation efficiency in China.BMC health services research · 2025Article
- Determinants of equitable public health human resource allocation in China: a multidimensional analysis using RIF-I-OLS decomposition.Human resources for health · 2025Article
- Research on equity analysis and forecasting of nursing human resource allocation in Jiangxi Province, China.International journal of nursing sciences · 2025Article
- Analysis on equity of health service utilization and influencing factors in patients with hypertension in China: a longitudinal study.BMC health services research · 2024Article
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- Healthcare Financing in Saudi Arabia: A Comprehensive Review.Healthcare (Basel, Switzerland) · 2024Review
- Equity and efficiency of health resource allocation in Sichuan Province, China.BMC health services research · 2024Article
- Dynamic evolution and spatial difference of public health service supply in economically developed provinces of China: typical evidence from Guangdong Province.BMC health services research · 2024Article
- Article
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6 authors.
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Abstract
objectivesTo explore factors that influenced the health resource allocation and utilisation before and after COVID-19, and subsequently offer sensible recommendations for advancing the scientific distribution of health resources.
designA longitudinal survey using 2017-2020 data, which were collected for analysis.
settingThe study was conducted based on data collected from the Health Commission of Guangdong Province's website. OUTCOME MEASURES: Eight health resource indicators and four health resource utilisation indicators were included in the factor analysis. Four indices were calculated to measure the inequality in health resource allocation and utilisation. We analysed factors for the inequality indices using the recentred influence function index ordinary least squares decomposition method.
resultsThe health resource inequality indices peaked in 2020 (Gini coefficient (Gini): 0.578, Absolute Gini coefficient (AGini): 1.136, Concentration Index (CI): 0.417, Absolute CI (ACI): 0.821), whereas the health resource utilisation inequality indices declined year by year, thus reaching their lowest point in that same year. The majority of inequality indices in the annual change of health resource allocation were at their lowest in 2020 (Gini: -1.672, AGini: 0.046, CI: -0.189, ACI: 0.005), while the use of health resources declined dramatically, showing a negative growth trend. The inequality indices of health resource allocation and utilisation in 2020 were affected by a number of variables, including the COVID-19 level, (p<0.05), while the proportion of expenditure on public health was the most significant one.
conclusionsGuangdong Province's health resource allocation and utilisation were still concentrated in economically developed regions from 2017 to 2020. The health resource allocation inequality indices increased, especially under COVID-19, but the health resource utilisation inequality indices decreased. Measures should be taken to adjust the health resource allocation scientifically, which will fulfil the changing needs and the use of resources more efficiently. One effective measure is reasonably increasing the proportion of expenditure on public health.
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