The Return on Education and the Gender Wage Gap in China: A Sector Perspective

Much of the existing research on gender wage gaps in China is focused on a singular perspective, such as education, sector, industry, and urban–rural difference. This paper, however, discusses both returns to education and gender wage gaps from a sector perspective. Using Urban Household Survey of 2004 and 2013, this paper presents that the classic human capital theory cannot fully explain the gender wage gap and provides empirical research that multiple labor market segmentations in China exist based on segmentation theory. To investigate return difference among different education stages, we classify the Chinese education system into five categories. First, Heckman sample selection models are used to estimate male and female wages in two sectors. The study then applies quantile regressions to analyze different returns to education across wage groups. Finally, Blinder–Oaxaca decomposition is used to analyze the cause of wage gap by identifying characteristic effect and coefficient effect. Findings indicate that the gender wage gap in the private sector has shrunk but is still greater than that of the public sector; the returns to education are mostly positive for women and higher than that of men; women in the private sector with an educational background of vocational college and below have particular low returns to education; the public sector has a lower characteristic effect because of egalitarianism. The paper concludes by proposing matched policy suggestions centered around guaranteeing enrollment rate, upgrading skills, and protecting labor rights for women, especially those with low education and in the private sector.

Authors

Institutions

Publication Details

Journal
SAGE Open
Published
2025-04-01
DOI
https://doi.org/10.1177/21582440251327015
Citations
3
Primary Topic
Labor market dynamics and wage inequality
Type
article
Field-Weighted Citation Impact
9.39

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Return on Education and the Gender Wage Gap in China: A Sector Perspective

Xinyun Hu, Mingming Li, Keyan Jin
3 citations
SAGE Open
Labor market dynamics and wage inequality
9.39
article

The Return on Education and the Gender Wage Gap in China: A Sector Perspective

Xinyun Hu, Mingming Li, Keyan Jin
article en
3 citations

Abstract

Much of the existing research on gender wage gaps in China is focused on a singular perspective, such as education, sector, industry, and urban–rural difference. This paper, however, discusses both returns to education and gender wage gaps from a sector perspective. Using Urban Household Survey of 2004 and 2013, this paper presents that the classic human capital theory cannot fully explain the gender wage gap and provides empirical research that multiple labor market segmentations in China exist based on segmentation theory. To investigate return difference among different education stages, we classify the Chinese education system into five categories. First, Heckman sample selection models are used to estimate male and female wages in two sectors. The study then applies quantile regressions to analyze different returns to education across wage groups. Finally, Blinder–Oaxaca decomposition is used to analyze the cause of wage gap by identifying characteristic effect and coefficient effect. Findings indicate that the gender wage gap in the private sector has shrunk but is still greater than that of the public sector; the returns to education are mostly positive for women and higher than that of men; women in the private sector with an educational background of vocational college and below have particular low returns to education; the public sector has a lower characteristic effect because of egalitarianism. The paper concludes by proposing matched policy suggestions centered around guaranteeing enrollment rate, upgrading skills, and protecting labor rights for women, especially those with low education and in the private sector.

SAGE OpenVol. 15(2)
Chongqing University of Science and Technology (CN), Universität Innsbruck (AT), Zhejiang University (CN)
Universität Innsbruck
Openalex Percentile: Top 3%
Labor market dynamics and wage inequality
9.39
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.

The Return on Education and the Gender Wage Gap in China: A Sector Perspective — Xinyun Hu, Mingming Li, et al. · SAGE Open (2025) | TGRS Research Map | TGRS