Gender earnings inequality in the service and manufacturing industries in the U.S.

This paper compares earnings inequality between women and men in a growing sector of the U.S. economy – the service sector, and a shrinking sector – manufacturing. We examine the hypothesis that deindustrialization will reduce inequality, and find that the absolute magnitude of the gender earnings gap is, in fact, smaller in the service sector. Decomposition analysis is used to partition the gender earnings gap into three parts: (1) earnings differences due to differences in mean characteristics – such as education and experience; (2) earnings differences due to preferential treatment of men; and (3) earnings differences due to disadvantageous treatment of women. The latter two constitute estimates of gender discrimination. The results of this study suggest that, ceteris paribus, deirndustrialization will likely reduce the gender gap in hourly earnings. However, this will come at the cost of lower earnings for both males and females, with the drop in earnings being particularly large for males. While deindustrialization is predicted to reduce the absolute magnitude of male-female earnings inequality, evidence suggests that gender discrimination will persist – discrimination explains about 60 percent of the gender wage gap in both the service and the manufacturing sectors.     

中国城市劳动力市场上的性别工资差异

本文描述了中国城市劳动力市场上男女在行业获得和工资上的差异,并且用计量方法对工资差异进行了分解。分解结果表明,男女工资差异主要由同类行业内工资差异引起,而由于两者行业分布不同而带来的工资差异不大;歧视是造成性别之间的工资差异的主要原因,人力资本所起的作用很小。由此,缩小行业内的工资差异,消除对女性的歧视,是缩小工资性别差异的重要途径。     

金融发展与地区实体经济资本配置效率-来自省级工业行业数据的证据

职位隔离是形成性别收入差距的重要机制.本文构建一个引入了职位晋升机制的收入差距分解方法,利用2006年中国综合社会调查数据,考察了职位隔离对性别收入差距的作用,且在统一的模型框架内识别和估计了职位内工资歧视(同工不同酬)和晋升歧视的程度.研究结果发现,女性过多地集中于职位"金字塔"结构的底层.尽管职位晋升的工资效应不存在显著的性别差异,但约41%的性别收入差距是由于职位隔离导致的.工资歧视是职位层级内部性别收入差距的主要来源.与之类似,职位晋升歧视能够解释1/4的性别收入差距.因此,除了同工同酬政策,促进职位晋升的机会平等是缩小性别收入差距的重要措施,意即"同酬"还需"同工".     

GENDER EARNINGS DIFFERENTIALS AND REGIONAL ECONOMIC DEVELOPMENT IN URBAN CHINA, 1988–97

Gender earnings differentials in urban China by region and their changes during the first decade of economic reform are examined. It is found that the female–male earnings ratio increased during the early stage of reform. The male earnings premium, overall, showed an increasing trend in the later stage of reform. Decomposition of the gender earnings differential reveals that a relatively lower percentage of the differential could be explained by gender differences in productive characteristics in the fast growing regions and in regions with a rapid pace of reform. The cross-sectional results highlight the possible existence of gender discrimination, particularly in the later stages of economic reform and development. Both market competition and the effects of wage decentralization play a role in shaping the gender earnings differentials. Gender earnings differentials varied by region and over time, generally in tandem with the pace of economic reform and development. The decomposition of the over time changes in the earnings gap indicated that improvement in the productive characteristics of females during the reform period constantly enhanced the earnings of females relative to those of males. The changes over time in the return to female characteristics, however, work to counter any narrowing of the gender earnings gap.     

Wage differentials by sector and gender: a quantile analysis for the Spanish case

This paper analyses existing wage differentials between workers in the public and private sectors and by gender in Spain. This analysis is run throughout the entire earnings distribution and observed wage differentials are decomposed into a part explained by differences in productive characteristics and a part due to differences in returns to such characteristics. Our results show that public sector workers tend to earn higher wages than private employees, although most of this sector wage gap is due to better public workers’ productive characteristics. A wage premium in favour of men is also found in both the public and private sectors, with the gender wage gap greater at the top of the earnings distribution.     

Gender Wage Differentials and Occupational Segregation in Hong Kong, 1981–1996

This paper analyses gender wage differentials and the role of occupational segregation in Hong Kong. It is found that the female–male earnings ratio increased substantially from 0.710 in 1981 to 0.839 in 1996. A decomposition which takes into account occupational differences shows that the gender pay gap is mostly within occupations and most of the intra‐occupation wage gap is unexplained. The gender pay differential due to occupational differences is small; in fact, the overall occupational segregation favours females in Hong Kong.     

Decomposing Gender Wage Differentials Using Quantile Regression: Evidence from the Lebanese Banking Sector

This paper investigates gender pay inequality in the labor market of a developing country. Our empirical investigation uses data derived from a sample of employees in the Lebanese banking sector for the years 2008 and 2014. Using Blinder-Oaxaca decomposition, the results reveal that the unexplained component of the gender wage gap, attributed to discrimination, represents a substantial share of the total gap. A surprising result is that the contribution of human capital to the gender wage gap is negative, suggesting that wage discrimination is the main explanation for the gap. Utilizing the Machado-Mata methodology to decompose the wage gap across the entire wage distribution, our findings indicate that the unexplained component of the raw gender wage gap is more pronounced at the low and middle ranges of the distribution. However, the explained component dominates at the top of the distribution, suggesting that earnings gaps are fully explained by observed characteristics.     

Sex Differentials in Earnings in the South Korean Labor Market

We examine gender differences in earnings among South Korean workers in 1988 – the year the South Korean National Assembly enacted the Equal Employment Opportunity Act. Using the "88 Occupational Wage Bargaining Survey on the Actual Condition," we calculate women's mean earnings as a percentage of men's mean earnings by major industrial category and educational attainment. We find a larger wage gap among clerical and sales workers than production workers or professionals. Generally, the more education a woman has, the smaller the gap between her earnings and those of her male counterparts. Women with a middle-school education have a mean income 53.5 percent that of comparable men, while the female-to-male wage ratio among college graduates is 76.1 percent. We analyze wage differences separately for women and men. Following Ronald Oaxaca's (1973) work, we decompose male–female wage differentials. We also calculate a discrimination coefficient. Our work shows that, all else equal, men earn from 33.6 percent to 46.9 percent more than women with comparable skills. We attribute the difference to gender discrimination.     

Panel estimates of the earnings gap in Norway: do female immigrants experience a double earnings penalty?

This study explores the possibility that being both a ‘female’ and an ‘immigrant’ will impose an earnings disadvantage on immigrant women in Norway. Well-known techniques are used to decompose the earnings gap between Norwegian men and immigrant women into portions attributable to productivity differentials, portions attributable to a gender effect, and portions attributable to an ethnic effect. The analysis supports the following conclusions: First, there is evidence of a double negative effect on female immigrant earnings. Second, gender effect is more important than ethnic effect. Finally, the discrimination estimates are robust to the alternative methods used in decomposing Norwegian men-immigrant women earnings gap.     

The unequal distribution of unequal pay – An empirical analysis of the gender wage gap in Switzerland

In this paper we analyze the distribution of the gender wage gap. Using microdata for Switzerland we estimate conditional wage distribution functions and find that the total wage gap and its discrimination component are not constant over the range of wages. At low wages an overproportional part of the wage gap is due to discrimination. In a further analysis of specific individuals we examine the wage gap at different quantiles and propose a new measure to assess equal earnings opportunities. These additional results reveal that it is primarily low education that causes the large discrimination component at low wages. First version received: April 1999/Final version accepted: July 2000     

The public–private sector gender wage differential in Britain: evidence from matched employee-workplace data

This article shows that little of the gender earnings gap in the public and private sectors in Britain are explained by differences in employee characteristics. The differences in workplace characteristics, however, make a significant, sizeable contribution. It is shown that performance related pay and company pension schemes are associated with higher relative earnings in the private sector, whilst increased provision of family-friendly employment practices in the public sector is associated with higher relative earnings for women.     

Sex Discrimination in the Reward for Skills and Experience in the Australian Labour Force*

Human capital equations are estimated for males and females in Australia, which express earnings as the product of endowments and the return on these endowments. The results are used to examine the effect of discrimination on the difference in the average earnings. The effect of occupational segregation on the earnings of women is also examined.     

Gender wage differentials and discrimination in Korea: comparison by knowledge intensity of industries

This study estimates the relative size of the non-productivity-related gender wage gap across industries with differing knowledge intensities. More specifically, a gender wage premium was estimated from a modified Mincerian earnings equation, and an Oaxaca's discrimination coefficient was computed. Empirical evidence indicates that gender wage differentials tend to be less subject to potential discrimination in knowledge-based industries than in other industries with lower knowledge intensity. The estimated discrimination effect is least noticeable in top hierarchical occupations such as professionals and technicians, while it is most sizeable in production workers and sales/service workers, regardless of industrial affiliation.     

Gender Wage Gaps in Post-Reform Rural China

The present paper examines the impact of market reforms on gender earnings gaps in China's rural economy using two cross-sections of data for 1988 and 1995. The results show that the raw gender wage gap was sizeable and predominated by the unexplained part. However, no evidence was found to suggest that the reform policies and market competition led to any measurable increase or decrease in wage discrimination during the period of investigation.     

Measuring wage discrimination in Italy: a random-coefficient approach

Using data from a representative 1989 household survey for Italy we estimate random-coefficient earnings frontiers by gender, marital status and location. These estimates are used to calculate discrimination indices. Our results show that fixed coefficients can be rejected in all cases. A wide range on the estimated coefficients indicates a high degree of variation in the quality of the observed human-capital variables as well as different degrees of ability as perceived by the employer. We find reverse discrimination for single females in the South and the North. For married females there is evidence of discrimination, particularly in the South. We isolate the effects of tenure and education on discrimination and find that these reduce discrimination for Southern-married females.     

Wage discrimination,occupational segregation and visible minorities in Canada

The earnings gap between each of Whites, Asians, and Blacks is decomposed into the effects on earnings of productivity-related characteristics, wage discrimination and occupational segregation. Unlike previous Canadian studies, this paper analyses the relative economic position of both immigrant and native-born visible minorities and explicitly incorporates the effect of discrimination in occupational attainment on the earnings gap. The results indicate that policies aimed at increasing the ethnic representation across occupational categories would be effective only for Black men. Anti-discrimination legislation aimed at decreasing the earnings gap between visible minority and White women should have a dual focus: they should aim at reducing the inter-occupational wage discrimination; they should provide training programs to extend the career ladders confronting ethnic minority women.     

Gender asymmetries: Impacts of an early‐stage school intervention in the Philippines

This paper examines long‐term impacts of improved school quality at the elementary school cycle on subsequent schooling investments and labor market outcomes using unique data from a survey that tracked nearly 3,500 former students in the Philippines. The Third Elementary Education Project (TEEP) intervention introduced a package of investments and management reforms at the school level, including classroom constructions, textbooks, teacher training, and school‐based management in the period of 2000 to 2006. The impacts on subsequent schooling investments and labor market earnings differ between females and males. The intervention significantly increased earnings among females, which reduced the existing wage gap by gender. However, the findings on schooling outcomes are mixed; the gender gap tended to widen, enhancing females’ existing relative advantage in schooling, though their impacts are insignificant for both females and males.     

部门选择对工资性别差距的影响：1988-2001年

基于1988-2001年的UHS数据库，本文首先研究的是男女部门选择分散程度（以Ducan分散指数来表示）和工资差距的趋势。结果发现，前者的趋势是先平稳、后下降、再上升，后者的趋势是先平稳、后上升、再下降。本文还利用Appleton分解方法研究了部门选择影响工资性别差距的具体程度，结果表明，除了中间的某些年份（1992-1996年），部门选择对工资性别差距的影响并不大，即使在那些特殊的年份，影响程度也不会超过20％。因此，缩小性别之间工资差距的关键是降低两者在部门内的工资差异。     

On the time allocation of married couples since 1960

In the last half a century, married females more than doubled their workforce participation and significantly reduced their time spent on home production. Using a model of family decision making with home production and individual earnings heterogeneity, we subject two prominent explanations for this aggregate change, namely, the evolution of the gender earnings gap and the cost of home appliances, to quantitative tests with respect to changes in participation for disaggregated groups of couples and trends in time spent in leisure and home production activities. We find that both forces are needed to understand the evolution of married female time allocation over time, although the falling cost of home appliances is a dominant explanation for the time allocation outside of workplace, while the gender earnings gap is the dominant explanation for the workforce participation decision.