Evidence map›Paper›PMID 36814309›Full record

ArticleArchives of public health = Archives belges de sante publique2023

Health resource allocation in Western China from 2014 to 2018.

Zheng Wang, Haoyu He, Xi Liu, Hongkuang Wei, Qiming Feng, Bo Wei

Abstract read
In one paragraph

Article in Archives of public health = Archives belges de sante publique, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

44 citing papers in PubMed.

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  10. Development and Future Perspectives of Obstetric Intensive Care Units in China.Maternal-fetal medicine (Wolters Kluwer Health, Inc.) · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Zheng Wang *School of Information and Management, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi, China.
Haoyu He *Quality Management Department, the Affiliated Hospital of Stomatology, Guangxi Medical University, 10 Shuangyong Road, Nanning, 530021, Guangxi, China.
Xi Liu *School of Information and Management, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi, China.
Hongkuang WeiMaternal and Child Health Care Hospital of Guangxi Zhuang Autonomous Region, 225 Xinyang Road, Nanning, 530002, Guangxi, China.
Qiming FengSchool of Information and Management, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi, China.
Bo WeiSchool of Information and Management, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi, China. 583400698@qq.com.ORCID http://orcid.org/0000-0001-7499-4675

Funding

Middle-aged and Young Teachers' Basic Ability Promotion Project of Guangxi 2020KY43004
6 · The paper itself

Abstract

backgroundHealth equity has persistently been a global concern. How to fairly and appropriately allocate health resources is a research hotspot. While Western China is relatively backward economically and presents difficulties for the allocation of health resources, little attention has been given to the equity of resource allocation there. This study analysed the equity of allocation of beds, physicians and nurses in Western China from 2014-2018 to provide targeted guidance for improving the equity of health resource allocation.

methodsData for 2014-2018 obtained from the Statistical Yearbook (2015-2019) of provinces (autonomous regions and municipalities) were used to analyse health resource allocation in terms of beds, physicians and nurses in Western China. The Lorenz curve and Gini coefficient were calculated to evaluate equity in the population dimension and geographic dimension. The Theil index was used to measure the inequity of the three indicators between minority and nonminority areas.

resultsThe number of beds, physicians and nurses in Western China showed an increasing trend from 2014-2018. The Lorenz curve had a smaller curvature in the population dimension than in the geographic dimension. The Gini coefficients for health resources in the population dimension ranged from 0.044 to 0.079, and in the geographic dimension, the Gini coefficients ranged between 0.614 and 0.647. The above results showed that the equity of health resource allocation was better in the population dimension than in the geographic dimension. The Theil index ranged from 0.000 to 0.004 in the population dimension and from 0.095 to 0.326 in the geographic dimension, indicating that the inequity in health resource allocation was higher in the geographic dimension. The intergroup contribution ratios of the Theil index in both the population and geographic dimensions were greater than 60%, indicating that the inequity in resource allocation was mainly caused by intergroup differences, namely, the allocation of health resources within the province. Among them, the inequity of physicians and nurses allocation was the most obvious.

conclusionsFrom 2014 to 2018, the total amount of health resources have improved in Western China. However, health resource allocation in Western China was still inequitable in the population and geographic dimensions, and the inequity of health resource allocation in the geographic dimension showed a tendency to worsen. Meanwhile, although the inequity of human recourse allocation was alleviated in 2018 compare with 2014, the inequity of human resource distribution within provinces was still obvious. The government can increase the number of health resources and improve the accessibility of health resources by increasing financial investment, strengthening humanistic care for health workers, and establishing internet hospitals.

Indexed as

Health equityRegional health planningResource allocation

Identifiers

PMID36814309
PMCPMC9946701

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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.