Evidence map›Paper›PMID 36117274›Full record

ArticlePrimary health care research & development2022

Analysis of inequality in the distribution of general practitioners in China: evidence from 2012 to 2018.

Le Yang, Jingmin Cheng

Abstract read
In one paragraph

Article in Primary health care research & development, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

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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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Spatial equity and factors associated with intensive care unit bed allocation in China.Archives of public health = Archives belges de sante publique · 2024
    Article
  4. Article
  5. Article
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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

2 authors.

Le YangSchool of Management, Shanxi Medical University, Taiyuan, Shanxi Province, China.ORCID 0000-0003-3466-1854
Jingmin ChengSchool of Management, Shanxi Medical University, Taiyuan, Shanxi Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimThis paper aims to analyze the inequalities in general practitioner (GP) distribution in China.

backgroundGPs-based primary health care (PHC) has been implemented from 2011 in China, aiming to improve the accessibility and quality of basic medical and healthcare services. GPs in China, as the gatekeeper of people's health, mainly undertake integrated health services at the grass-roots level.

methodsThe number of GPs and inequality in GPs distribution from 2012 to 2018 was analyzed by the Lorenz Curve/Gini coefficient and Theil L index. Data were extracted from

findingsThe demographic Gini coefficient of GPs changed from 2012 (0.234) to 2018 (0.167), showing high equality in China. In contrast, the Thiel L index from 2012 (0.372) to 2018 (0.345) showed less equality. The decomposition of Thiel L index implicated the inequalities within the divisions. The number of GPs in China shows a fast growth trend since the general practice system established, and the GPs distribution becomes more demographically equitable. However, the shortage of GPs and inequality in their distribution remains severe. More incentive and supportive policies need to be made to enhance the quantity, quality, and structure of GPs in China.

Indexed as

General PractitionersChinaHumansChinadistributiongeneral practitionerinequality

Identifiers

PMID36117274
PMCPMC9532852

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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.