Output cost of gender discrimination in the Korean labour market

This study constructs and calibrates a macroeconomic model that explains Korea's glass ceiling and examines the output cost of gender discrimination. The model is based on the span‐of‐control framework in Lucas (1978). It is assumed that the source of the glass ceiling is women requiring more managerial skill than men to be considered for promotion. According to simulation results, without the glass ceiling, besides an increase in the share of female managers, aggregate output also increases by 8.4%. The output gain from a glass ceiling removal policy is monotonic because the number of workers continues to decline while the number of managers increases gradually. This implies that the more effective the policy implementation, the greater the increase in output.     

Is There a Glass Ceiling over Germany?

This paper analyzes the gender wage gap across the wage distribution using 2010 data from the German Statistical Agency. I investigate East and West Germany and the public sector separately to account for potential heterogeneities in wage gaps. I apply unconditional and conditional quantile regression methods to investigate the differences between highly paid men and women in distributions conditional and unconditional on covariates. The results indicate increasing gender wage gaps in all estimations, suggesting that there is indeed a glass ceiling over Germany even after controlling for a large set of observable characteristics (including occupation and industry). This finding is even more pronounced when also taking bonus payments into account.     

Understanding the gender wage-gap differential between the public and private sectors in Italy: A quantile approach

This paper analyzes the gender-based wage gaps across the wage distribution in the private and public sectors in Italy for the years 2005–2010. We use quantile regression methods to estimate and decompose the wage gap at all wage levels and propose a two-step procedure that relies on a novel approach to estimating fixed effects quantile regressions. The method's main advantage is that it allows the employment sector's marginal effect on wages at various points of the distribution to be estimated, while accounting for both observable and time-invariant unobservable factors. The new method stresses important differences with respect to standard decomposition analyses and amplifies the differences in the two sectors' wage-setting mechanisms. When the estimation is net of individual heterogeneity, the gender-based wage gap decreases in both sectors and there is evidence of a glass ceiling effect, but only in the public sector. Economic grounds are provided.     

Glass ceilings or glass doors? The role of firms in male‐female wage disparities

I use Canadian linked employer‐employee data to examine whether women face a glass ceiling in the labour market. I also measure the extent to which the glass ceiling comes about because women are segregated into lower‐paying firms, or because they are segregated into lower‐paying jobs within firms. I find clear evidence that women experience a glass ceiling that is driven by their disproportionate sorting across firm types (glass doors) rather than within firms. I find no evidence that these results are supply‐driven. However, my results are consistent with predictions of an efficiency wage model where high‐paying firms discriminate against females.     

Gender wage gap across the wage distribution in different segments of the Indian labour market, 1983–2012: exploring the glass ceiling or sticky floor phenomenon

Women’s participation in the Indian labour market is not only low but they are also engaged in low-productivity and low-paying jobs. Further, the labour market is segmented by gender, type of employment, sector and location of residence. This study makes an important contribution by examining gender wage gap in India across different segments of the labour market over the wage distribution using national-level representative data spanning the period 1983 to 2012. The empirical results suggest that (i) the male–female raw wage gap has declined over time across the wage distribution, (ii) the gender wage gap attributable to differing returns to characteristics has increased over time and there is evidence of convergence of productive characteristics of men and women, (iii) sticky floor rather than glass ceiling phenomenon is observed in all segments of the labour market and (iv) the adjusted wage gap suggests that women at the bottom of the distribution face higher discrimination than those at the top and this has increased over the years.     

Gender wage gaps and economic crisis in Greece

ABSTRACT

We examine gender wage gap (GWG) in Greece for 2013, by using a survey data set. Our findings show first, that the unadjusted GWG is 15.3%, while European Commission reports a value of 15%. Secondly, we derive the ‘adjusted’ GWG, using the Oaxaca and Ransom (OR) and the Juhn, Murphy and Pierce (JMP) methods to be ranging from 10% to 13.6%. Thirdly, looking into the behaviour of the full population, we find a decreasing trend for the discrimination effects, an increasing trend for the residuals effects and a ‘random’ endowments effects while moving to higher deciles. These three effects are associated to the economic crisis 2008–2015. Fourthly, our findings do not show evidence of either a ‘glass ceiling’ effect or a ‘sticky floor’ effect. Finally, that there is strong evidence that investing in higher education reduces the wage discrimination between sexes.     

The wage effects of ethnicity in Estonia

Using the retrospective (1989-94) Estonian Labour Force Survey (ELFS), we attempt to examine potential wage discrimination based on ethnicity (Estonian and Russian). Using standard wage decomposition methodology, we look at male full-time workers in the years 1989 and 1994. There is no evidence of discrimination against either ethnic group in 1989. However, the available data provide substantial evidence of discrimination against ethnic Russians in 1994. The evidence also suggests that Estonian language ability does not significantly affect wages. Surprisingly, Estonian-born ethnic Russians appear to fare worse than immigrant ethnic Russians in terms of wages.
JEL classification: J71, P23.     

Decomposition and wage inequality

Earning differentials are investigated by a quantile regressions based decomposition, which disentangles the inequalities linked to the covariates and coefficients at various quantiles. Gender and region are considered the main sources of inequality. The unexplained gender and regional differences decrease at the highest wages. Their combination at the lower wages’ level affects women more, causing a so-called sticky floor. Gender and regional covariate effects show a prevalence of women covariates compared with the men’s group, and a prevalence of southern women covariates within the women’s group, particularly at the higher quantiles. This can be interpreted as a glass ceiling hindering southern women at higher wages.     

Corporate responsibility for less income inequality

This article explores corporate responsibility for less income inequality within the boundaries of the organization and with regard to society at large. Instead of examining the entire range of income distribution, the focus is on the lower and upper ends. The ‘floor’ is defined as a living wage, supported by strong economic and ethical arguments and proposed as a minimal income standard that can – and thus should – be implemented by companies. As for the ethically acceptable ‘ceiling’ of executive compensation, its identification and justification are more complicated. However, strong economic and ethical arguments can be made in favor of a drastic reduction of executive pay. Corporate responsibility for less income inequality in society means, first, to ‘walk the talk’ and set an example and, second, to being ‘a good corporate citizen’ by supporting legislation for a living wage and an ethically acceptable ceiling of executive pay.     

Glass Ceiling or Sticky Floor? Exploring the Australian Gender Pay Gap

Using the Household, Income and Labour Dynamics in Australia survey, this paper analyses the gender wage gaps across the wage distribution in both the public and private sectors in Australia. Quantile regression techniques are used to control for various characteristics at different points of the wage distributions. Counterfactual decomposition analysis, adjusted for the quantile regression framework, is used to examine if the gap is attributed to gender differences in characteristics, or to the differing returns between genders. The main finding is that a strong glass ceiling effect is detected only in the private sector. A second finding is that the acceleration in the gender gap across the distribution does not vanish even after account is taken of an extensive set of statistical controls. This suggests that the observed wage gap is a result of differences in returns to genders. By focusing only on the mean gender wage gap, substantial variations of the gap will be hidden.     

Evidence on the glass ceiling effect in France using matched worker-firm data

In this article, we investigate the relevance of the glass ceiling hypothesis in France, according to which there exist larger gender wage gaps at the upper tail of the wage distribution. Using a matched worker-firm data set of about 1 30 000 employees and 14 000 employers, we estimate quantile regressions and rely on a principal component analysis to summarize information specific to the firms. Our different results show that accounting for firm-related characteristics reduces the gender earnings gap at the top of the distribution, but the latter still remains much higher at the top than at the bottom. Furthermore, a quantile decomposition shows that the gender wage gap is mainly due to differences in the returns to observed characteristics rather than in differences in characteristics between men and women.     

Technical change and wage premiums amongst skilled labour: Evidence from the economic transition

I present reduced-form and structural evidence that the reorganization of the Russian economy in the post-transitional period increased the demand on law and business graduates. This demand shock provides a novel unified explanation of the Russian wage structure for 1985–2015. I then show that this shock is a common feature of all transitional economies, and it contributed to the transformational recession. The demand behaviour is identified with a new skill-biased technical change model of demand for skills with three production inputs (high school graduates and bachelor-level educations with two majors), showing that a technology shift that favours a particular skill might emerge within the skilled group rather than between skilled and unskilled. This is relevant because similar shifts (e.g., data scientists vs. liberal arts) emerge today in the frontier economies that adopt new general-purpose technologies (e.g., machine learning). Thus, this paper informs policymakers today on tools to counteract a potential drop in economic equality and performance that result from this adoption. Lastly, because of similarities between the mechanics of the transition and the 2022 sanctions to discourage Russia's war effort, my results highlight the importance of additional sanctions against the education system to prevent the regime's structural adaptation and preservation.     

Trade Liberalization and Gender Wage Inequality in Mexico

Abstract

After twenty years of trade liberalization in Mexico, the relationship between gender wage inequality and trade remains insufficiently studied, in spite of evidence of increasing numbers of women in industrial employment. This study aims to analyze the effects of export orientation and other characteristics that represent the industrial underpinnings of restructuring on gender wage inequality for 2001–5. There is consistent evidence of the negative impact of export orientation on men's and women's wages and the gender wage ratio, signifying that women lose in both absolute and relative terms. This result holds after controlling for women's share of employment and the skills of both genders, contrary to the expected effect from trade on equality. There is also a negative relation between a rise in the proportion of unskilled workers and the gender wage ratio, which suggests that the trade-induced skill hypothesis cannot be considered an adequate explanation for gender inequality.     

Education and the minimum wage in the United States

This article shows that, across the US states, the level of education has a causal effect on the minimum wage. More specifically, it argues that a one-percentage point increase in the proportion of college graduates implies a 0.4–0.5% decrease in the real value of the minimum wage. This is the first article that uses System GMM in order to examine the effect of education on the minimum wage. Given the structure of the available data, this is the most appropriate econometric technique. System GMM not only controls for endogeneity and for fixed effects but also maximizes the precision of the estimates by using all the available variation in the data.     

A mathematical note on Msgr. John A. Ryan's thought on the minimum wage

This paper examines Msgr. John A. Ryan's economic thought regarding the mechanics by which an increase in the minimum wage is funded. In particular, a mathematical comparative-static model is used to explore Msgr. Ryan's economic assumptions concerning the channels by which income is redistributed to workers from other factor owners. The analysis shows that Msgr. Ryan's approach includes assumptions regarding economic relationships and implies specific values of wage elasticities.     

Glass ceiling and double disadvantage effects: women in the US labour market

Gender pay issues in the US labour market are examined using 1990 and 2000 US Census data for three groups: the native born, immigrants from English-speaking countries and immigrants from non-English-speaking countries. Quantile regression estimates reveal different patterns of wage effects across the wage distribution. Females have lower rates of pay across the entire wage scale. There is minimal evidence of glass ceiling effects. Immigrant women from non-English-speaking countries are argued to experience a double disadvantage effect.     

Minimum Wages and the Gender GAP in Pay: New Evidence from the United Kingdom and Ireland

Women are disproportionately in low‐paid work compared to men so, in the absence of rationing effects on their employment, they should benefit the most from minimum wage policies. This study examines the change in the gender wage gap around the introduction of minimum wages in Ireland and the United Kingdom (U.K.). Using survey data for the two countries, we develop a decomposition of the change in the gender differences in wage distributions around the date of introduction of minimum wages. We separate out “price” effects attributed to minimum wages from “employment composition” effects. A significant reduction of the gender gap at low wages is observed after the introduction of the minimum wage in Ireland, while there is hardly any change in the U.K. Counterfactual simulations show that the difference between countries may be attributed to gender differences in non‐compliance with the minimum wage legislation in the U.K.     

Pro‐social leadership under authoritarianism

Authoritarianism is regarded as being unaccountable for people's needs, but few studies have documented how authoritarian countries balance their policy goals. China is known to use a promotion system to incentivize local leaders to develop the economy, while neglecting social spending. This paper documents that more leaders having a liberal arts background have been promoted as top provincial leaders. After carefully ruling out other channels, we provide evidence that the shift of top provincial leaders’ college educational backgrounds from science/technology to liberal arts/social science has increased fiscal expenditure shares on science, education, culture and public health and cut economic construction expenditures accordingly. The finding is mainly driven by the post‐1994 period, when local leaders had stronger incentives for economic growth. This indicates that Chinese top authorities are promoting more pro‐social local leaders when providing pro‐growth incentives in general.     

Wage inequality in Turkey, 2002–10

This paper studies the evolution of wage inequality in Turkey using household labour force survey data from 2002 to 2010. Between 2002 and 2004, the relative supply of more‐educated workers to less‐educated workers remained constant while their relative wages decreased in favour of less‐educated workers. However, between 2004 and 2010, the relative supply of more‐educated workers to less‐educated workers rose, while their relative wages remained constant or kept increasing in favour of more‐educated workers. This suggests factors other than those implied by a simple supply‐demand model are involved, such as skill‐biased technical change or minimum wage variations. The decomposition of wage inequality reveals that the price (wage) effect dominates the composition effect particularly in the first period. Our results show that the real minimum wage hike in 2004 corresponds to a major institutional change, which proved to be welfare‐increasing in terms of wage inequality. The upper‐tail (90/50) wage inequality decreased between 2002 and 2004 and stayed constant thereafter, whereas the lower‐tail (50/10) wage inequality decreased throughout the period. Our findings thus provide evidence supporting the institutional argument for explaining wage inequality.     

THE IMPACT OF PERSONALITY TRAITS ON WAGE GROWTH AND THE GENDER WAGE GAP

This paper considers the impact of personality traits on the change of the gender wage gap. Using data from the German Socioeconomic Panel (SOEP), we first explore how personality traits affect wage growth rates. Then, a decomposition analysis is performed to analyse the dynamic effects of personality traits on the change of the gender wage gap over time. Our empirical results indicate that gender differences in conscientiousness and emotional stability lead to a widening of the wage gap over time. By contrast, gender differences in extraversion lead to a narrowing of the wage gap over time.