Inequality of Opportunity in China's Labor Earnings: The Gender Dimension

Published date01 January 2019
DOIhttp://doi.org/10.1111/cwe.12266
AuthorYixiao Zhou,Meiyan Wang,Jane Golley
Date01 January 2019
©2019 Institute of World Economics and Politics, Chinese Academy of Social Sciences
China & World Economy / 28–50, Vol. 27, No. 1, 2019
28
Inequality of Opportunity in China’s Labor Earnings:
The Gender Dimension
Jane Golley, Yixiao Zhou, Meiyan Wang*
Abstract
This paper investigates the inequality of opportunity in China’s labor earnings, dened
as the component of inequality determined by personal circumstances that lie beyond the
control of an individual, of which gender is one, as opposed to the component determined
by personal efforts. Using the Survey of Women’s Social Status in China (2010), we
measure the share of inequality of opportunity in the total inequality of individual labor
earnings for people aged 26–55 years, and separately for six birth cohorts and for female
and male subsamples. Gender is revealed as the single most important circumstance
determining nationwide individual labor earnings, with one’s region of residence,
father’s occupation, father’s education, birth cohort and holding rural or urban hukou
also playing signicant roles. A further investigation into the roles of circumstances and
personal efforts (including education level, occupation, Communist Party membership,
migration and marital status) conrms that circumstances play an alarmingly high role
in shaping labor earnings distribution in China, and reveals notable gender differences
that cannot be attributed to personal effort alone. These results provide the basis for
recommending ways to improve gender equality of opportunity in the future.
Key words: China, gender, inequality of opportunity
JEL codes: D31, D63, J16
I. Introduction
Compared to the millennia-long history and culture that traditionally favored men,
the establishment of the People’s Republic of China has led to marked improvement
in the socioeconomic status of Chinese women. During the Maoist era (1949–1976),
agricultural collectivization and the Great Leap Forward brought millions of Chinese
*Jane Golley, Acting Director, Australian Centre on China in the World, Australian National University,
Australia. Email: jane.golley@anu.edu.au; Yixiao Zhou, Lecturer, School of Economics, Finance and
Property, Curtin University, Australia. Email: yixiao.zhou@curtin.edu.au; Meiyan Wang, Professor, Institute
of Population and Labor Economics, Chinese Academy of Social Sciences, China. Email: wangmy@cass.
org.cn. This study was supported by the National Natural Science Foundation of China (Nos. 71473267 and
71642003).
©2019 Institute of World Economics and Politics, Chinese Academy of Social Sciences
Inequality of Opportunity in China’s Labor Earnings 29
women into the productive sphere, where they were considered essential for socialist
construction and required to “hold up half the sky.” The principle of gender equality
was written into China’s Constitution in 1954, entitling women to “equal pay for equal
work,” with significant advances in marriage laws, paid maternity leave and other
protective policies favoring women. In the post-Mao era, successive leaders have
affirmed China’s commitment to “the basic national policy of equality between men
and women.” This was evident in President Xi Jinping’s address to the Global Leaders
Meeting on Gender Equality and Women’s Empowerment in September 2015, where
he, like Mao, stressed women’s important role in “holding up half the sky,” and called
for global efforts to ensure that women would share equally in the “achievements of
development” (MFA, 2015).
However, as in all countries across the globe, achieving gender equality in China
has been easier said than done. In urban China, despite a narrowing of the gender gap
in educational attainments in recent years – to the point where young urban Chinese
women now “out-educate” their male contemporaries (Li, 2010; Zhang and Chen,
2014; Golley and Kong, 2018) – there has not been a concomitant narrowing of the
gap in individual earnings. Instead, a number of studies have confirmed an increase
since the mid 1990s, much of which is attributed to gender discrimination rather than
observable factors, such as gender differences in human capital or occupational choices
(e.g. Wang and Cai, 2008; Zhang J. S. et al., 2008; Li et al., 2011). In rural China,
gaps in both education and earnings are even more substantial (e.g. Zhang et al., 2007;
Hannum et al., 2009; Zeng et al., 2012).
Of course, gender is not the sole dimension of the income inequalities that have
characterized China’s rapid growth and development since the late 1970s – well-
documented inequalities along regional, urban−rural and socioeconomic divides
have also been substantial. Recent overviews on the causes of income inequality in
China include Gustafsson et al. (2008), Li et al. (2013), Knight (2014) and Zhou and
Song (2016). Researchers in this area have also probed various causes in more detail.
Kanbur and Zhang (2005) and Golley (2007) focused on regional inequalities; Sicular
et al. (2007) examined rural−urban inequalities; Piketty et al. (2017) looked at wealth
inequality; and Golley and Kong (2013) probed inter-generational inequalities in
education. But what if gender was the most signicant of all of these? For women to
have an equal share in the “achievements of development,” fundamental changes would
need to occur.
This paper sets out to explore the factors that have contributed to inequality of
opportunity in China’s individual labor earnings, with a particular focus on gender.
The economic literature on inequality of opportunity begins with the premise that

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