A quantitative theory of the gender gap in wages

This paper measures how much of the gender wage gap over the life cycle is due to the fact that working hours are lower for women than for men. We build a quantitative theory of fertility, labor supply, and human capital accumulation decisions to measure gender differences in human capital investments over the life cycle. We assume that there are no gender differences in the human capital technology and calibrate this technology using wage–age profiles of men. The calibration of females assumes that children involves a forced reduction in hours of work that falls on females rather than on males and that there is an exogenous gender gap in hours of work. We find that our theory accounts for all of the increase in the gender wage gap over the life cycle in the NLSY79 data. The impact of children on the labor supply of females accounts for 56% and 45% of the increase in the gender wage gap over the life cycle among non-college and college females, while the rest is due to the exogenous gender differences in hours of work.     

The gender wage gap among recent post‐secondary graduates in Canada: a distributional approach

Using the National Graduates Survey, we examine the trends in the gender wage gap among recent post‐secondary graduates in Canada between 1988 and 2007. Female graduates earn on average 6–14% less than males during the period two to five years after graduation. Decompositions show that observable personal characteristics and job attributes can explain only a small portion of the wage gap. We also find that men earn more than women at every point of the distribution. Interestingly, the wage difference shrank in the lower half of the distribution in recent years, while it increased in the upper half.     

The Persistence of the Female Wage Disadvantage

Studies of the Australian labour market during the 1980s reported that the gender wage differential narrowed. However, a different story emerged during the 1990s when the gender pay gap persisted. A large part of the pay gap is attributable to different 'treatments' of men and women in the labour market. This article examines whether the female wage-disadvantaged state is a temporary or permanent phenomenon. The results show that while there is some mobility in the female wage distribution, there also exists a high degree of stickiness. It is argued that the wage-disadvantaged state for females is generally not a temporary phenomenon.     

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.     

The Contribution of Intermittent Labour Force Participation to the Gender Wage Differential*

Despite equal pay decisions in 1969 and 1972 a gender wage differential of around 15 per cent exists in 1990. This paper uses information on the number of years worked from the 1984 National Social Science Survey to provide an understanding of the role of intermittent labour force participation in the wage determination process in Australia. Differences in years worked between males and females are shown to account for approximately 40 per cent of the gender wage gap. The analyses also reveal that males receive higher returns for each additional year of schooling than females     

Educational Attainment and the Gender Wage Gap: A Comparison of Young Men and Women in 1984 and 2007

This study pools data from two sources to investigate the role of educational attainment in determining the gender wage gap. The empirical analysis reveals that the returns to education remained largely unchanged for young men but declined significantly for young women over the period 1984–2007. We find significant evidence of a decline in the returns to a Bachelor's degree for young women as well as evidence of increasing wage inequality over time among young men and women with a Bachelor's degree. Also, in 2007, the gender wage gap between young men and women was largest for those with a Bachelor's degree. Further, our analysis suggests that young women with a college education may confront more discrimination in the labor market than young women without a college education. We conclude that promoting educational attainment among young women may be a necessary but not sufficient condition for addressing the gender wage gap.     

Trends in the Australian Gender Wage Differential over the 1980s: Some Evidence on the Effectiveness of Legislative Reform

The article examines the legislative reforms incorporating the Sex Discrimination Act and the Affirmative Action Act introduced during the 1980s. We utilise the Australian Bureau of Statistics Income Distribution Surveys 1981–82 and 1989–90 to reflect pre- and post-legislative reform.
The article adopts the Brown, Moon and Zoloth (1980) methodology which treats both the wage and occupational status of the individual as endogenously determined. In the current context this is a particularly flexible framework allowing one to capture both the direct and indirect effects of the legislative reforms. The indirect effect refers to the narrowing of the gender wage gap associated with legislative manipulation of the male-female occupational distributions.
The results contrast the slow convergence in the gender wage gap during the 1980s with the much faster pace of the 1970s. The article concludes that despite the focus of the 1980s legislation on employment equity, changes in the male-female occupational distribution over the period are small and the associated impact on gender wage convergence is also small.     

Higher education enrolment in Bangladesh: does the wage premium matter?

This paper empirically examines the decisions of individuals to enrol in a course of tertiary education in Bangladesh, focussing on the period 1999 to 2009. Of particular interest is whether the wage premium―the gap in wage earnings between tertiary and secondary school graduates―is associated with decisions to enrol in tertiary education. The analytical framework used here is the human capital theory, which is tested through a discrete choice model. Using data from Bangladesh Labour Force Surveys, empirical results suggest that the wage premium is positively associated with decisions of males to enrol in tertiary education, while for females there appears to be no such association. A battery of robustness tests supports our results.     

A Reexamination of the Time Path of Wage Differentials in Taiwan

Contrary to the conclusions of a recent paper by Chen and Hsu (Review of Development Economics, vol. 5, 2001, pp. 336–54), wage inequality and returns to college‐educated workers have risen in Taiwan since 1980. Government policies which have caused rapid expansion of the supply of new college graduates have depressed returns for only the youngest cohorts of college graduates. Older cohorts of college graduates experienced rising returns, as have college graduates as a whole. Young college‐educated women's returns fell more and older college‐educated women's returns rose more relative to their male counterparts. Consequently, the rising share of women in the labor force helped amplify these trends. Changing trade patterns have tended to increase labor demand in sectors that use educated labor more intensively, helping to raise returns to skill. However, in contrast to western economies, rising capital intensity does not appear to have accelerated the pay gap by skill in Taiwan.     

"Holding hands at midnight": The paradox of caring labor

Abstract

The gender wage gap in the United States narrowed considerably throughout the 1980s and then more slowly in the 1990s. Using a decomposition methodology and US Current Population Survey data, this study investigates the impact of deindustrialization's continuing shift in employment away from manufacturing to services on the US gender wage gap between 1990 and 2001. The study finds that the widening of the gender wage gap in the service sector caused a slowdown in the narrowing of the US gender wage gap. Within the service sector, two occupational elements affected the growing gender wage gap: women's entry into traditionally male occupations characterized by high wages and high gender wage differentials that resulted in the relative increase in men's wages compared to women's wages in these occupations.     

Labor markets and mating markets: Using taxes to reduce the male–female pay gap

Recently, Frank and McKenzie (J Bioecon 8(3):269–274, 2006) pointed out that beside discrimination, there is a further reason for a wage gap between males and females: If females value partner wages more than males in the mating market, this would increase the pay gap. In this paper, it is analyzed whether there exist policies that may improve the position of females and males from a distributional point of view without destroying the signal females want about the labor market success of males. First-best redistribution policies require the knowledge of the male and female wage preferences. Because this information is not available, a first-best redistribution policy seems infeasible. As an alternative policy, a differentiated wage tax is considered which is less information demanding than a first-best policy. It is shown that a welfare increasing wage tax scheme does exist and that an adequately chosen wage tax scheme may decrease the gender wage gap without destroying the desired signal of wages for labor market success.     

WAGE MOBILITY AND WAGE INEQUALITY AMONG YOUNG WORKERS

This analysis uses data from the National Longitudinal Surveys to examine wage inequality and wage mobility within the wage distribution for young high school graduates during their early years in the labor market. The analysis constructs a new index that facilitates measuring mobility changes over time. The data indicate that no strong relationship exists between wage mobility and wage inequality for young workers. Controlling for time invariant differences between individuals also indicates that between the 1970s and 1980s factors that impact mobility underwent very few changes .     

Sex Discrimination and Occupational Segregation in the Australian Labour Market*

This paper explores the implications of the difference between the occupational distribution for males and females in a joint model determining earnings and occupation. The male/female wage differential is evaluated for a number of broad occupational classifications. This is followed by an evaluation of the role and relative importance of inter-occupational and intra-occupational effects as contributors to the overall male/female wage differential The main conclusion following from the econometric results is that intra-occupational effects dominate Thus, policies which attempt to address the gender wage differential by re-allocation of labour across occupations are unlikely to solve the problem.     

The Rising College Premium in the Eighties: Return to College or Return to Unobserved Ability?

The changes in the distribution of earnings during the 1980s have been studied extensively. The two most striking characteristics of the decade are (a) a large increase in the college/high school wage gap, and (b) a substantial rise in the variance of wage residuals. While this second phenomenon is typically implicitly attributed to an increase in the demand for unobserved skill, most work in this area fails to acknowledge that this same increase in demand for unobserved skill could drive the evolution of the measured college premium. In its simplest form, if higher ability individuals are more likely to attend college, then the increase in the college wage premium may be due to a increase in the relative demand for high ability workers rather than an increase in the demand for skills accumulated in college. This paper develops and estimates a dynamic programming selection model in order to investigate the plausibility of this explanation. The results are highly suggestive that an increase in the demand for unobserved ability could play a major role in the growing college premium.     

Effects of Expected Effort on Females in the Labor Market

We introduce expectations regarding the amount of exerted effort by males and females into the “standard” labor market equilibrium. Using a theoretical model, we show that the gender wage gap increases when the expected effect is incorporated into the model. Based on a survey, we find that there are inaccurate expectations regarding the amount effort exerted by males and females. We argue that biased expectations lead to paying females lower wages and a higher gender wage gap than should be expected on the basis of effort exerted. We suggest marketing females' efforts as a policy tool to counteract these biased expectations.     

The Male-Female Pay Gap Driven by Coupling between Labor Markets and Mating Markets

Synopsis Males often get paid more than females for the same work. This male-female pay gap has been observed throughout the world over many years. The most commonly cited explanations focus on gender oppression and workplace discrimination. We agree that discrimination contributes significantly to the pay gap; however, other factors may play important roles in how the sexes compete in the labor market. We use observations from psychology and concepts from biology to show how aspects of mate choice may influence labor markets. With a mathematical model, we analyze how mating preferences for partner wages affect the differences in wages between males and females, and in turn how wage differences affect mating preferences. If some extrinsic force, such as discrimination, creates an initial bias in wages, then coupled feedback between mating preferences and wages creates and maintains excess mating preference and wage biases. This model demonstrates how coupling between labor markets and mating markets can lead to outcomes that do not occur when analyzing either market in isolation from the other.     

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.     

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.     

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.