Evidence map›Paper›PMID 41485013›Full record

ArticleInternational journal of health geographics2026

Temporal-spatial distribution characteristics and associated socioeconomic factors of medical expenditures for rural patients with chronic kidney disease in Fujian Province, Southeast China.

Rong Fu, Na Wang, Zhenhao Yuan, Yongyi Lin, Shuqing He, Qihui Yang, Zhijian Hu

Abstract read
In one paragraph

Article in International journal of health geographics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Rong Fu *Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China. fjctfr@sina.com.
Na Wang *Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China.
Zhenhao YuanDepartment of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China.
Yongyi LinDepartment of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China.
Shuqing HeDepartment of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China.
Qihui YangDepartment of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China.
Zhijian HuDepartment of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, 1 Xuefu north Road, Fuzhou, 350122, Fujian Province, P. R. China. huzhijian@fjmu.edu.cn.

Funding

Natural Science Foundation of Fujian Province 2023J01317
6 · The paper itself

Abstract

backgroundChronic kidney disease (CKD) had become one of the increasingly serious public health problems in the world. This study aimed to explore the temporal-spatial distribution characteristics and associated socioeconomic factors of medical expenditures for rural patients with CKD in Fujian province from 2007 to 2016.

methodsThe medical expenditures information of patients with CKD was abstracted from the database of New Rural Cooperative Medical Scheme. Geographically and temporally weighted regression model was used to analyze the associations between per capita annual medical expenditures and six socioeconomic factors at the county level.

resultsThe number of rural patients with CKD who visited in medical institutions increased from 3,099 in 2007 to 19,803 in 2016. The total and per capita medical expenditures of rural patients with CKD increased to 545.4 million yuan and 27,539.7 yuan in 2016, respectively. The ratio of per capita out-of-pocket expenses to per capita disposable income decreased from 108.5% in 2007 to 63.2% in 2016. The top 10% of patients with the highest total medical expenditures account for 31.2% ~ 52.5% of total medical expenditures from 2007 to 2016. The counties with high per capita annual medical expenditures mainly concentrated in the southern region and Longyan city. In which, the per capita annual medical expenditures were negatively associated with the percentage of female patients and number of health technicians per 10,000 persons, and positively associated with the percentage of patients who aged ≥ 60 years, percentage of patients whose length of stay > 10 days, per capita annual disposable income and number of beds per 10,000 persons.

conclusionsThe out-of-pocket ratio of rural patients with CKD decreased, but suffering from CKD was still catastrophic. The distribution of medical expenditures in rural residents was uneven and there was temporal-spatial heterogeneity in the associations between per capita annual medical expenditures and socioeconomic factors. It is necessary to improve the awareness and health literacy of residents, systematically carry out CKD screening program in high-risk populations, incorporate CKD into the National Basic Public Health Service Program and increase the number of health technicians which could effectively delay the disease progression and reduce medical expenses.

Indexed as

Health ExpendituresRenal Insufficiency, ChronicRural PopulationAdultAgedChinaFemaleHumansMaleMiddle AgedSocioeconomic FactorsSpatio-Temporal AnalysisAssociated factorsChinaChronic kidney diseaseEconomic burdenTemporal-spatial distribution

Identifiers

PMID41485013
PMCPMC12866318

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.