Evidence map›Paper›PMID 38035731›Full record

ArticleBMJ global health2023

Decomposing income-related inequality in health-related quality of life in mainland China: a national cross-sectional study.

Qiang Yao, Xiaodan Zhang, Yibo Wu, Chaojie Liu

Open access · goldAbstract read
In one paragraph

Article in BMJ global health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
9.7field-weighted citation impact, top 2% of its field
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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.

  1. Pooled it
  2. Can family health alleviate income-related health disparity in China? A population-based study.Archives of public health = Archives belges de sante publique · 2026
    Article
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  6. Changes in health-related quality of life and inequality in China: evidence from a nationwide repeated cross-sectional survey (2021-2023).Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
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  7. From Rich to Poor: A Decomposition Analysis of Socioeconomic Inequality in Health-related Quality of Life in Iran.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 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

4 authors at 3 institutions in 2 countries.

Qiang YaoSchool of Political Science and Public Administration, Wuhan University, Wuhan, Hubei, China.ORCID 0000-0002-4408-087X
Xiaodan ZhangSchool of Political Science and Public Administration, Wuhan University, Wuhan, Hubei, China.
Yibo WuSchool of Public Health, Peking University, Beijing, China bjmuwuyibo@outlook.com c.liu@latrobe.edu.au.
Chaojie LiuSchool of Psychology and Public Health, La Trobe University, Melbourne, Victoria, Australia bjmuwuyibo@outlook.com c.liu@latrobe.edu.au.ORCID 0000-0003-0877-0424
Wuhan University · CNLa Trobe University · AUPeking University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionHealth equity is an important indicator measuring social development and solidarity. However, there is a paucity in nationwide studies into the inequity in health-related quality of life (HRQoL) in mainland China, in particular using the most recent data measuring HRQoL using the EuroQol 5-Dimension-5 Level (EQ-5D-5L). This study aimed to address the gap in the literature by estimating and decomposing income-related inequality of the utility index (UI) of EQ-5D-5L in mainland China.

methodsData were extracted from the Psychology and Behaviour Investigation of Chinese Residents (2022), including 19 738 respondents over the age of 18 years. HRQoL was assessed by the UI of the EQ-5D-5L. Concentration index (CI) was calculated to measure the degree of income-related inequality in the UI. The contributions of individual, behavioural and context characteristics to the CI were estimated using the Wagstaff decomposition method.

resultsThe CI of the EQ-5D-5L UI reached 0.0103, indicating pro-rich inequality in HRQoL. Individual characteristics made the greatest contribution to the CI (57.68%), followed by context characteristics (0.60%) and health behaviours (-3.28%). The contribution of individual characteristics was mainly attributable to disparities in the enabling (26.86%) and need factors (23.86%), with the chronic conditions (15.76%), health literacy (15.56%) and average household income (15.24%) as the top three contributors. Educational level (-5.24%) was the top negative contributor, followed by commercial (-1.43%) and basic medical insurance (-0.56%). Higher inequality was found in the least developed rural (CI=0.0140) and western regions (CI=0.0134).

conclusionPro-rich inequality in HRQoL is evident in mainland China. Targeted interventions need to prioritise measures that aim at reducing disparities in chronic conditions, health literacy and income.

Indexed as

IncomeQuality of LifeAdultChinaChronic DiseaseCross-Sectional StudiesHumansMiddle AgedCross-sectional surveyHealth policies and all other topicsHealth policyPublic Health

Identifiers

PMID38035731
PMCPMC10689391
OpenAlexW4389176216

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.