Evidence map›Paper›PMID 40904200›Full record

ArticleHealth policy and planning2025

How are health capital and income inequality linked? Analysis of the 2012-2018 China Labor-force Dynamics Survey.

Daisheng Tang, Zhen Zhang, Lingyue Gao, Xiangbo Liu, Lanling Peng

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Article in Health policy and planning, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Daisheng TangSchool of Economics and Management, Beijing Jiaotong University, No. 3 Shangyuan Village, Xizhimenwai, Haidian District, Beijing 100044, China.ORCID 0000-0003-4488-2642
Zhen ZhangSchool of Economics and Management, Beijing Jiaotong University, No. 3 Shangyuan Village, Xizhimenwai, Haidian District, Beijing 100044, China.
Lingyue GaoSchool of Economics and Management, Beijing Jiaotong University, No. 3 Shangyuan Village, Xizhimenwai, Haidian District, Beijing 100044, China.
Xiangbo LiuSchool of Labor and Human Resources, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China.ORCID 0000-0002-7940-3325
Lanling PengChina Petroleum Finance Co., Ltd., Tower A, No. 9 Dongzhimen North Street, Dongcheng District, Beijing 100007, China.

Funding

Fundamental Research Funds for the Central Universities Grant 2024JBWZD001
6 · The paper itself

Abstract

How to alleviate income inequality is a significant challenge faced by all countries worldwide, and disparities in health capital are one of the fundamental causes of income gaps. A thorough exploration of the relationship between health capital disparities and income gaps holds substantial practical significance. Based on the 2012-2018 China Labor-force Dynamics Survey, we employ OLS models, quantile regression, Shapley value decomposition, and Oaxaca-Blinder decomposition to provide a detailed estimation of the impact of health capital disparities on income gaps of labour. We find that health capital is a crucial driver of income increase, with its impact most pronounced at the 20th income percentile. Additionally, through Shapley decomposition, we find that health capital contributes 12.2% to overall income inequality. Although female, middle-aged and elderly, rural, and low education-level groups exhibit larger income inequality compared to their counterparts, health capital exerts a stronger influence on within-group income inequality for these disadvantaged populations. Furthermore, using Oaxaca-Blinder decomposition, we also find that health capital disparities contribute 12.8%, 12.31%, 9.83%, and 10.66% to the income gaps across gender, age, urban-rural, and education-level groups, respectively. Health capital not only significantly affects within-group income inequality but is also a key determinant of between-group income gaps. Therefore, enhancing investment in health capital, particularly for vulnerable populations, will contribute to promoting income equality and social equity.

Indexed as

EmploymentHealth Status DisparitiesIncomeAdultAgedChinaFemaleHumansMaleMiddle AgedRural PopulationSocioeconomic FactorsSurveys and Questionnaireshealth capitalincome gapsOaxaca–Blinder decompositionShapley value decomposition

Identifiers

PMID40904200
PMCPMC12611301

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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.