ArticleBMJ open2018
Medical expenditure clustering and determinants of the annual medical expenditures of residents: a population-based retrospective study from rural China.
Article in BMJ open, 2018. 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.
- Characterizing Cross-Provincial High-Cost Patients in Rural China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Subgroups of High-Cost Patients and Their Preventable Inpatient Cost in Rural China.International journal of health policy and management · 2024Article
- K-means clustering of outpatient prescription claims for health insureds in Iran.BMC public health · 2023Article
- Article
- Association between service scope of primary care facilities and prevalence of high-cost population: a retrospective study in rural Guizhou, China.BMC primary care · 2022Article
- Drivers of high-cost persistence in rural China: A population-based retrospective study.Frontiers in public health · 2022Article
- Characterizing Potentially Preventable Hospitalizations of High-Cost Patients in Rural China.Frontiers in public health · 2022Article
- Drivers of hospital expenditure and length of stay in an academic medical centre: a retrospective cross-sectional study.BMC health services research · 2019Article
- Exploring Medical Expenditure Clustering and the Determinants of High-Cost Populations from the Family Perspective: A Population-Based Retrospective Study from Rural China.International journal of environmental research and public health · 2018Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo identify the characteristics of high-cost (HC) patients and the determinants of the annual medical expenditures of Chinese rural residents.
methodsMedical expenditure clustering was performed by Lorentz curve and Gini index. T and X
designA cluster sampling study was performed to identify those residents who availed healthcare services and to assign them to HC (top 5%), moderate-cost (top 30%) and low-cost (others) groups based on their annual medical expenditures.
settingThe annual healthcare utilisation was calculated by using data from the population-based database of the 2014 New Rural Cooperative Medical System.
participantsA total of 478 051 residents who availed healthcare services were recruited for the retrospective study in 2014. The annual medical expenditures of these residents were used as the research object.
resultsThe total medical expenditures of Macheng city residents for the year 2014 have a Gini index of 0.81 and around 68.01% of these expenditures can be attributed to HC patients. Female residents (51.5%) and persons aged over 60 years (34.48%) who are suffering from diseases that are difficult to diagnose have a high tendency to accumulate high medical costs. The annual medical expenditures of people living in the same village or town tend to be approximated. Age, disease category, inpatient status, healthcare utilisation and utilisation level are identified as the determinants of annual medical expenditures.
conclusionsThe medical expenditures of rural residents are clustered at a remarkably high level, and HC patients are suffering from high economic burden. Therefore, policy-makers must guide these patients in seeking appropriate healthcare services and improve their management of healthcare quality to reduce the unnecessary healthcare utilisation of these patients. TRIAL REGISTRATION NUMBER: ChiCTR-OOR-14005563.
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