Labor economists have persistently observed a “gap” in the earnings of men and women. In this paper, I attempt to offer a partial explanation for the gender wage gap by analyzing the gender wage gap across male-dominated, female-dominated, and gender-neutral occupations. Using data from the Current Population Survey (2010-2012), I perform three Oaxaca-Blinder decompositions across the entire sample. I then perform decompositions across male-dominated, female-dominated, and gender-neutral occupations separately using the first specification. I find that occupations of different gender concentrations (male-dominated, female-dominated, and gender-neutral) have different gender gaps. In particular, male-dominated and gender neutral occupations have a much larger gender wage gap than female-dominated occupations, even after controlling for human capital and demographic variables. Combined with previous research and summary statistics, these results seem to suggest that certain workplace factors that might contribute to a higher gender wage gap, such as workplace inflexibility and gender discrimination, could be higher among male-dominated and gender-neutral occupations than they are among female-dominated occupations; however, further research into the precise characteristics of male-dominated, gender-neutral, and female-dominated occupations is necessary to confirm this analysis.

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This thesis focuses on the industry wage differentials, rent-sharing and the gender wage gap. I empirically investigate: i) the interaction between inter-industry wage differentials and the gender wage gap in six European countries, ii) how rent sharing interacts with the gender wage gap in the Belgian private sector and iii) the existence of inter-industry wage differentials in Belgium, through the unobserved ability hypothesis. The first chapter is devoted to the analysis of the interaction between inter-industry wage differentials and the gender wage gap in six European countries, i.e. Belgium, Denmark, Ireland, Italy, Spain, and the U.K. To do so, we have relied on a unique harmonised matched employer-employee data set, the 1995 European Structure of Earnings Survey. As far as we know, this paper is the first to analyse with recent techniques, on a comparable basis, and from a European perspective: i) inter-industry wage differentials by gender, ii) gender wage gaps by industry, and iii) the contribution of industry effects to the overall gender wage gap. It is also one of the few, besides Kahn (1998), to analyse for both sexes the relationship between collective bargaining characteristics and the dispersion of industry wage differentials. Empirical findings show that, in all countries and for both sexes, wage differentials exist between workers employed in different sectors, even when controlling for working conditions, individual and firm characteristics. We also find that the hierarchy of sectors in terms of wages is quite similar for male and female workers and across countries. Yet, the apparent similarity between male and female industry wage differentials is challenged by standard statistical tests. Indeed, simple t-tests show that between 43 and 71% of the industry wage disparities are significantly different for women and men. Moreover, Chow tests indicate that sectoral wage differentials are significantly different as a group for both sexes in all countries. Regarding the dispersion of the industry wage differentials, we find that results vary for men and women, although not systematically nor substantially. Yet, the dispersion of industry wage differentials fluctuates considerably across countries. It is quite large in Ireland, Italy and the U.K., and relatively moderate in Belgium, Denmark and Spain. For both sexes, results point to the existence of a negative and significant relationship between the degree of centralisation of collective bargaining and the dispersion of industry wage differentials. Furthermore, independently of the country considered, results show that more than 80% of the gender wage gaps within industries are statistically significant. The average industry gender wage gap ranges between -.18 in the U.K. and -.11 in Belgium. This means that on average women have an inter-industry wage differential of between 18 and 11% below that for men. Yet, correlation coefficients between the industry gender wage gaps across countries are relatively small and often statistically insignificant. This finding suggests that industries with the highest and the lowest gender wage gaps vary substantially across Europe. Finally, results indicate that the overall gender wage gap, measured as the difference between the mean log wages of male and female workers, fluctuates between .18 in Denmark and .39 in the U.K. In all countries a significant (at the .01 level) part of this gap can be explained by the segregation of women in lower paying industries. Yet, the relative contribution of this factor to the gender wage gap varies substantially among European countries. It is close to zero in Belgium and Denmark, between 7 and 8% in Ireland, Spain and the U.K., and around 16% in Italy. Differences in industry wage premia for male and female workers significantly (at the .05 level) affect the gender wage gap in Denmark and Ireland only. In these countries, gender differences in industry wage differentials account for respectively 14 and 20% of the gender wage gap. To sum up, findings show that combined industry effects explain around 29% of the gender wage gap in Ireland, respectively 14 and 16% in Denmark and Italy, around 7% in the U.K. and almost nothing in Belgium and Spain. In conclusion, our results emphasize that the magnitude of the gender wage gap as well as its causes vary substantially among the European countries. This suggests that no single policy instrument will be sufficient to tackle gender pay inequalities in Europe. Our findings indicate that policies need to be tailored to the very specific context of the labour market in each country. The second chapter examines investigates how rent sharing interacts with the gender wage gap in the Belgian private sector. Empirical findings show that individual gross hourly wages are significantly and positively related to firm profits-per-employee even when controlling for group effects in the residuals, individual and firm characteristics, industry wage differentials and endogeneity of profits. Our instrumented wage-profit elasticity is of the magnitude 0.06 and it is not significantly different for men and women. Of the overall gender wage gap (on average women earn 23.7% less than men), results show that around 14% can be explained by the fact that on average women are employed in firms where profits-per-employee are lower. Thus, findings suggest that a substantial part of the gender wage gap is attributable to the segregation of women is less profitable firms. The third and final chapter contributes to the understanding of inter-industry wage differentials in Belgium, taking advantage of access to a unique matched employer-employee data set covering the period 1995-2002. Findings show the existence of large and persistent wage differentials among workers with the same observed characteristics and working conditions, employed in different sectors. The unobserved ability hypothesis may not be rejected on the basis of Martins’ (2004) methodology. However, its contribution to the observed industry wage differentials appears to be limited. Further results show that ceteris paribus workers earn significantly higher wages when employed in more profitable firms. The instrumented wage-profit elasticity stands at 0.063. This rent-sharing phenomenon accounts for a large fraction of the industry wage differentials. We find indeed that the magnitude, dispersion and significance of industry wage differentials decreases sharply when controlling for profits.

This thesis explores several aspects of the labour market in Serbia and Croatia during the process of transition from socialism to a market economy. First, it examines how women??s position in the labour market has changed in Serbia. Using five annual Labour Force Surveys (2001-2005), I find that the gender wage gap is still very low in Serbia, and is even decreasing during this period. However, decompositions that apply the Oaxaca (1974) methodology reveal that the unexplained component of the gap is very large, and is increasing. Likewise, quantile decompositions suggest that while the raw gap is falling at each of the quantiles analysed, the unexplained component is increasing at most quantiles at the same time. Thus, the relatively small gap in earnings could be masking considerable discrimination in the labour market. Second, changes in men??s wage inequality in Serbia in the period from 2001 to 2005 are analysed using five annual Labour Force Surveys. Changes in the distribution of earnings are examined using the Lemieux (2002) decomposition methodology. I find that the change in wage inequality is mostly driven by changes in wage premiums, while the effect of changes in the composition of the labour force is very small. Isolating the effect of the emerging private sector reveals that changes in the private sector size and wage premium account for an average 25 percent of the changes in inequality during this period. Third, the effect that the recent war in Croatia (1991-1995) had on the educational and employment trajectories of the 1971 birth cohort of men is investigated. This birth cohort was most affected by the armed forces draft. I treat the occurrence of the war as a natural experiment and use data from the Croatian and Slovenian Labour Force Surveys. Applying the difference-in-difference framework and comparing this cohort to adjacent cohorts, women, and to respective cohorts in Slovenia, a neighbouring country that did not experience war, I find that the war has had a negative effect on educational outcomes and a small positive effect on the employment and earnings outcomes of this cohort of men.

This thesis explores several aspects of the labour market in Serbia and Croatia during the process of transition from socialism to a market economy. First, it examines how women??s position in the labour market has changed in Serbia. Using five annual Labour Force Surveys (2001-2005), I find that the gender wage gap is still very low in Serbia, and is even decreasing during this period. However, decompositions that apply the Oaxaca (1974) methodology reveal that the unexplained component of the gap is very large, and is increasing. Likewise, quantile decompositions suggest that while the raw gap is falling at each of the quantiles analysed, the unexplained component is increasing at most quantiles at the same time. Thus, the relatively small gap in earnings could be masking considerable discrimination in the labour market. Second, changes in men??s wage inequality in Serbia in the period from 2001 to 2005 are analysed using five annual Labour Force Surveys. Changes in the distribution of earnings are examined using the Lemieux (2002) decomposition methodology. I find that the change in wage inequality is mostly driven by changes in wage premiums, while the effect of changes in the composition of the labour force is very small. Isolating the effect of the emerging private sector reveals that changes in the private sector size and wage premium account for an average 25 percent of the changes in inequality during this period. Third, the effect that the recent war in Croatia (1991-1995) had on the educational and employment trajectories of the 1971 birth cohort of men is investigated. This birth cohort was most affected by the armed forces draft. I treat the occurrence of the war as a natural experiment and use data from the Croatian and Slovenian Labour Force Surveys. Applying the difference-in-difference framework and comparing this cohort to adjacent cohorts, women, and to respective cohorts in Slovenia, a neighbouring country that did not experience war, I find that the war has had a negative effect on educational outcomes and a small positive effect on the employment and earnings outcomes of this cohort of men.

Equality is part of the European policy and legislation. However there are still evident signs of women being treated unequally in the labour market. The aim of the thesis is to answer the question if women are more vulnerable to economic shocks in terms of wage distribution. The focus will be on women in Spain in the context of the financial crisis of 2008. The thesis examines the evolution of the salary structure in the period 2002-2014 using the microdata of the Structural Earning Survey. The taste-based and the statistical discrimination theory are going to be described in order to explain the causes of gender wage discrimination. The methods applied in this paper are the Mincer method, which explains the human capital theory and the Oaxaca-Blinder decompositions, which separates the gender wage gap into explained and unexplained parts. The results from the study suggest that there is a decrease in the gender wage gap in Spain following the situation before and after the crisis. / <p>Correction: Spring semester 2019</p>

Equality is part of the European policy and legislation. However there are still evident signs of women being treated unequally in the labour market. The aim of the thesis is to answer the question if women are more vulnerable to economic shocks in terms of wage distribution. The focus will be on women in Spain in the context of the financial crisis of 2008. The thesis examines the evolution of the salary structure in the period 2002-2014 using the microdata of the Structural Earning Survey. The taste-based and the statistical discrimination theory are going to be described in order to explain the causes of gender wage discrimination. The methods applied in this paper are the Mincer method, which explains the human capital theory and the Oaxaca-Blinder decompositions, which separates the gender wage gap into explained and unexplained parts. The results from the study suggest that there is a decrease in the gender wage gap in Spain following the situation before and after the crisis.

This dissertation studies determinants of the U.S. labor market structure and human capital development, with a focus on technological change. A key feature of the U.S. labor market since 1980 is the substantial growth of the employment in high skill occupations and there is a substantial literature attributing this change to technological change. However, since 1999, the employment growth of high skill occupations has decelerated markedly despite continued rapid growth in technology. The first essay documents this novel trend and examines the role of technological change in explaining this phenomenon. It shows that technological advancements since the late 1990s, such as the onset of Internet, have expanded what computers can do and become substitutes for high skill occupations. This change can explain a substantial portion of the stagnancy in employment growth for high skill occupation in the 2000s. The second essay examines the role of computer adoption in explaining the differences in the change of gender wage gap between 1980 and 2000 across cities in the United States. It uses the city-level routine task intensity in 1980 to predict the subsequent increase in computer adoption and shows that cities with one percent greater increase in computer adoption experienced a 0.7 percent more decrease in the change of male-female wage ratio between 1980 and 2000. Computerization explains about 50 percent of the decline in the male-female wage gap between 1980 and 2000. The third essay studies the causal effect of maternal education on the gender gap in children’s non-cognitive skills. It shows that maternal education reduces boys’ disadvantage in non-cognitive behaviors relative to girls at age 7. To explain the mechanism of this effect, it provides suggestive evidence that better educated mothers spend more time going outings with boys while reading to girls at age 7, and going outings could be more closely related to non-cognitive development than reading.

The aim of the study is to investigate the glass ceiling and the gender wage gap and reasons behind gender inequality in the banking sector of Sweden and Pakistan. / <p>Please find the attached master thesis pdf file.</p>

The objective of this essay is to investigate how attitudes towards equality between men and women affect the gender wage gap. The essay studies how positive and negative attitudes on gender equality affects the gender income gap. This study investigates this by using data of the mean yearly incomes from 290 municipalities in Sweden during the years 2000-2008. Additionally, using a survey conducted by the SOM-institute at the Gothenburg university to measure attitudes towards gender equality. The results indicate that positive attitudes towards gender equality had a decreasing effect on the gender wage gap. A conclusion from this essay is that a more egalitarian attitude contributes to a decrease in the existing gender wage gap.