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

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.

Authors

Institutions

Publication Details

Journal
Health Policy and Planning
Published
2025-09-03
DOI
https://doi.org/10.1093/heapol/czaf060
Primary Topic
Employment and Welfare Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Daisheng Tang, Zhen Zhang, Xiangbo Liu, Liang Gao et al.
Health Policy and Planning
Employment and Welfare Studies
article

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

Daisheng Tang, Zhen Zhang, Xiangbo Liu, Liang Gao, Liexin Peng
article en

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.

Health Policy and PlanningVol. 40(10)
Beijing Jiaotong University (CN), Dongzhimen Hospital Affiliated to Beijing University of Chinese Medicine (CN), Renmin University of China (CN)
Openalex Percentile: Top 63%
Employment and Welfare Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.