Wage inequality in a developing country: decrease in minimum wage or increase in education returns

In this paper we analyze the increase in wage inequality observed in the Uruguayan labour market during the last decade, by studying how the changes in minimum wage and returns to education affected the wage structure. Although in most developed countries a significant proportion of the increase in wage inequality is explained by a fall in the real minimum wage, this is not the case for the Uruguayan labour market. We observe that returns to education increased significantly, which could explain the increase of wage dispersion by its effects on the upper tail of the wage distribution. To derive these conclusions we follow a parametric and nonparametric quantile regression approach.     

The veteran wage differential

There is debate in the literature as to whether military service is rewarded in the economy and the extent to which veterans receive either a wage premium or penalty. In this paper, we take a new approach to this question by conducting a wage decomposition of the veteran wage differential and decomposing the wage distribution of veterans and civilians instead of focusing only on the standard wage gap analysis at the averages. We find the veteran wage differential is driven by observable factors such as education, occupation, and industry, but also by location choice, a factor that has been previously overlooked in the literature. At the average, we find white men experience a veteran penalty whereas black men and women experience a veteran premium consistent with the bridging hypothesis. Additionally, we find that as we move along the wage distribution for all demographic groups, the veteran premium tends to become a veteran penalty, even after accounting for selection into military service. However, once we account for selection, we find that the premium for veteran black men disappears.     

The returns to education and wage penalty from overeducation: New evidence from Vietnam

This study intends to estimate the rate of returns to education in Vietnam, the distributive effects of education on wages, and the wage penalty from the incidence of overeducation in the Vietnamese labor market during 2004–2016. This study employs a pseudo-panel approach to address omitted variables bias and the unconditional quantile regression to identify the heterogeneity of returns to education across the income distribution. Our main finding indicates that the estimated rate of returns to education in Vietnam is approximately 6.5%, showing a downward bias from previous estimates. The returns vary across wage distributions, where a lower rate of return is observed in lower quantiles and a higher rate among those individuals at the higher quantiles. The returns to education have declined since 2008, confirming the oversupply of highly educated workers in the Vietnamese labor market with an estimated wage penalty of 17%. Government assistance measures are needed to reduce the overeducation and the wage penalty issues in the Vietnamese labor market.     

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.     

Unions and wage inequality: The roles of gender,skill and public sector employment

We examine the changing relationship between unionization and wage inequality in Canada and the United States. Our study is motivated by profound recent changes in the composition of the unionized workforce. Historically, union jobs were concentrated among low-skilled men in private sector industries. With the steady decline in private sector unionization and rising influence in the public sector, half of unionized workers are now in the public sector. Accompanying these changes was a remarkable rise in the share of women among unionized workers. Currently, approximately half of unionized employees in North America are women. While early studies of unions and inequality focused on males, recent studies find that unions reduce wage inequality among men but not among women. In both countries, we find striking differences between the private and public sectors in the effects of unionization on wage inequality. At present, unions reduce economy-wide wage inequality by less than 10%. However, union impacts on wage inequality are much larger in the public sector. Once we disaggregate by sector, the effects of unions on male and female wage inequality no longer differ. The key differences in union impacts are between the public and private sectors—not between males and females.     

Gender wage penalty in parenthood: A comparative study of South Korea and Japan

Both South Korea and Japan attach significant importance to women′s marriage and their role in the family. Based on this fact, the present study analyzed gender wage penalty in parenthood in both the countries and compared the size and characteristics. We used conditional quantile regression models with counterfactual decomposition, and panel data from South Korea and Japan for 2007–2014. Results suggest that the gender wage penalty in parenthood of Japan was greater than in South Korea, indicating that discrimination against mother-workers in Japan is more serious than in South Korea. Analysis by wage distribution showed that the gender wage penalty in parenthood was high in the low-wage group in South Korea, whereas it was high for the high-wage group in Japan. This finding indicates that South Korea needs to give fair treatment to the low-wage group and mother-workers of small and medium enterprises, while Japan needs to alleviate discrimination against high-wage mother-workers.     

Same Work,Different Pay? Evidence from a US Public University

Abstract

This study examines detailed data for faculty at a typical public research university in the United States between 1995 and 2004 to explore whether gender wage differentials can be explained by productivity differences. The level of detail – including the number of courses taught, enrollment, grant dollars, and number and impact of publications – largely eliminates the problem of unmeasured productivity, and the restriction to one firm eliminates unmeasured work conditions that confound investigations of wider labor markets. The authors find that direct productivity measures reduce the gender wage penalty to about 3 percent, only 1 percentage point lower than estimates from national studies of many institutions and with fewer productivity controls. The wage structure for women faculty differs markedly from the wage structure for men. Interpreted against the institutional features of wage setting for this population, the paper concludes that penalties for women arise at the department level.     

Equal Pay for Equal Work? Evidence from Sweden and a Comparison with Norway and the U.S.

Using a new data set covering most privately employed workers in Sweden, we compare gender wage differences to those previously reported for Norway and the U.S. The central finding is that the wage gap is small when comparing men and women working in the same type of occupation for the same employer. Segregation of men and women by occupation accounts for more of the gap in Sweden than in the other two countries. In all three countries, we find that segregation by occupation explains more than segregation by establishment, and that institutional changes over the past two decades aimed at improving the status of women had little effect on the gender wage gap.
JEL classification : J 16; J 71     

OBESITY AND MORAL HAZARD IN DEMAND FOR VISITS TO PHYSICIANS

In this article, we use count data regression with sample selection to analyze the effects and degree of moral hazard in demand for visits to physicians among groups of individuals with similar body mass index (BMI). Our results suggest that the effect of moral hazard on the demand for visits to doctors is increasing in BMI for men and for overweight and obese women. Moral hazard is highest among overweight men. (JEL I11, C25)     

Hourly wage rate and taxable labor income responsiveness to changes in marginal tax rates

Recently, a voluminous literature estimating the taxable income elasticity has emerged as an important field in empirical public economics. However, to a large extent it is still unknown how the hourly wage rate, an important component of taxable income, reacts to changes in marginal tax rates. In this study we use a rich panel data set and a sequence of tax reforms that took place in Sweden during the 1980s to estimate the elasticity of the hourly wage rate as well as the taxable labor income elasticity with respect to the net-of-tax rate. We also estimate elasticities with respect to the non-labor income in a way that is novel in the literature. While carefully accounting for the endogeneity of marginal tax rates we find a statistically significant response in wage rates both among married men and women. The estimates of the hourly wage rate elasticity with respect to the net-of-tax rate fall in the range of 0.14–0.16 for males and 0.41–0.57 for females, whereas the corresponding taxable labor income elasticity estimates hover between 0.19–0.21 for males and 0.96–1.44 for women. Moreover, for men we find that the taxable labor income elasticity with respect to non-labor income is statistically significant; the point estimate being ? 0.07. This implies that the compensated taxable labor income elasticity is about 5 percentage points higher than the uncompensated one. In general, we consider the estimates for males to be more certain and robust than the estimates for females.     

Capital market integration and gender inequality

This study explores the effects of globalization on gender inequality. Specifically, we describe how, in terms of capital market integration, globalization alters the gender gap in wage rates through changes in labor demand for capital‐intensive sectors. Consequently, via changes in the bargaining positions of men and women, globalization leads to opposite effects on the couple's labor supply and fertility decisions in capital‐importing and capital‐exporting countries. Moreover, by considering the properties of the industrial structures of capital‐importing and capital‐exporting countries, we show that globalization induces empirically observed declines in fertility rates throughout the world.     

Female labour force intermittency and current earnings: switching regression model with unknown sample selection

Using the Health and Retirement Survey from the USA, this paper finds a 16% selectivity-corrected wage penalty among women who engage in intermittent labour market activity. This penalty is experienced at a low level of intermittent activity, but appears to not play an important role in a woman's decision to undertake such activity. In addition, employer preferences appear to play a larger role than human capital atrophy in the determination of the wage penalty.     

Exploring different measures of wage flexibility in a developing economy context: the case for Turkey

In this paper we use Turkish household labor force data to address a number of conceptual issues pertaining to the wage curve, an empirically derived negative relationship between the real wage level and the local unemployment rate. First, we show that in developing economies where labor markets are prone to high degree of segmentation by skill level, local unemployment rates disaggregated by education provide more accurate measures of the degree of group-specific wage competition and hence yield more robust results of the wage curve analyses. Second, we estimate the wage curve using various definitions of the unemployment rate, including discouraged and marginally attached workers, and the long-term unemployment rate to explore the most relevant measure of local labor market tension in the wage setting process. We find that broader definitions of unemployment serve as a more effective reference point in measuring wage flexibility for women, whose attachment to the labor market is substantially weak in the Turkish context; while for men the official and long-term unemployment rates perform well. Finally, using quantile regression we show that wage responsiveness to unemployment cannot be assumed to be constant along the wage distribution. In the Turkish case, we find a higher unemployment elasticity of wages around the median segment of wage distribution. This effect is more pronounced for women.     

The contribution of minimum wage valorization policy to the decline in household income inequality in Brazil: A decomposition approach

There is a vast literature that estimates the effect of the minimum wage on wage inequality in various countries. However, as the minimum wage directly affects nonlabor income of families in some countries (in the Brazilian case via the benefits of the pension system and of certain social programs), this article extends the empirical analysis by studying the effects of the minimum wage on the level of inequality of household income as a whole. To accomplish that we employ a decomposition method that gauges the contribution of the increases in the minimum wage that occurred in recent decades in Brazil through the labor and nonlabor sources of household income. The results show that the minimum wage had a contribution of 64 percent to the observed fall in income inequality between 1995 and 2014 and that pensions were the most relevant channel over this period.     

Marriage, BMI, and wages: a double selection approach

Obesity rates have been rising over the past decade. As more people become obese, the social stigma of obesity may be reduced. Marriage has typically been used as a positive signal to employers. If obese individuals possess other characteristics that are valued in the labour market they may no longer face a wage penalty for their physical appearance. This paper investigates the relationship between marital status, body mass index (BMI), and wages by estimating a double selection model that controls for selection into the labour and marriage markets using waves 14 and 16 (2004 and 2006) of the British Household Panel Survey. Results suggest that unobserved characteristics related to marriage and labour market participation are causing an upward bias on the BMI coefficients. The BMI coefficient is positive and significant for married men only in the double selection model. The findings provide evidence that unobserved characteristics related to success in the marriage and labour market may influence the relationship between BMI and wages.     

FAST FOOD PRICES AND ADULT BODY WEIGHT OUTCOMES: EVIDENCE BASED ON LONGITUDINAL QUANTILE REGRESSION MODELS

With a parallel increase in the consumption of food away from home, particularly fast food, and the obesity prevalence in the United States, evidence on the potential effectiveness of fiscal pricing policies to curb obesity is needed. We estimate changes in the dispersion of the entire conditional distribution of body mass index (BMI) associated with changes in fast food prices for adults using the National Longitudinal Survey of Youth 1979 in cross‐sectional and longitudinal quantile regression models. We find that the ordinary least squares estimate for men underestimates the negative relationship of fast food prices with BMI at the 50th and upper quantiles in cross‐sectional models although the statistical significance disappears in the longitudinal individual fixed effects quantile regression. Among subpopulations, we find that a 10% increase in the price of fast food is associated with 0.9% and 0.7% lower BMI for low‐income women and women with any children, respectively, at the 90th quantile in a longitudinal individual fixed effects model. Our results imply that fiscal pricing policies such as fast food taxes might have a greater impact on the weight outcomes of low‐income women or women with children in the upper tail of the conditional BMI distribution (JEL I00, I19).     

GENDER DIFFERENCES IN VOCATIONAL SCHOOL TRAINING AND EARNINGS PREMIUMS IN TAIWAN

Abstract

International capital mobility and economic restructuring have brought training and skills acquisition to the forefront of policy dialogues. Taiwan has gone beyond most countries in promoting vocational education and setting strict quotas for schooling. Although the education plans do not have separate targets for men and women, they have gendered outcomes. Estimates of earnings premiums using ordinary least squares and quantile regression techniques indicate that only men have gained consistently higher premiums from vocational school compared to general schooling. Women who were denied access to the university system have forgone college premiums that exceed those of men. Also, the commerce track, in which women cluster, yields an earnings penalty compared to general schooling, while the technical track, in which men predominate, yields an earnings premium. Policy reforms based on relaxing education quotas and enforcing equal opportunity legislation would provide women with more rewarding education and career options.     

WAGE PENALTIES AND SEXUAL ORIENTATION: AN UPDATE USING THE GENERAL SOCIAL SURVEY

This study uses data from the 1988 to 2006 General Social Survey (GSS) to examine the effects of sexual orientation on earnings. Previous research using the GSS has found that lesbians earn 18%–23% more than similarly qualified heterosexual women and that wage penalties for gay men are slightly larger than the premia for lesbians. Using behavioral definitions of sexual orientation based on the previous year and the previous 5 yr of sexual activity, we find the familiar wage premia/penalties for lesbian/gay workers in our ordinary least squares estimations, but we find that these wage differences are falling over time. Furthermore, in contrast to the earlier results, for our regressions over the entire sample period, correcting for differential selection into full-time work reduces the estimated penalties for unmarried gay men and eliminates the entire wage premium for all lesbians. There is now a sizeable, though imprecisely measured, penalty for some lesbians. ( JEL J1, J3, J7)     

Sexual orientation and labour relations: new evidence from Athens,Greece

We use data from the 2008–2009 Athens Area Study (AAS) to provide the first evidence on the relationship between men's sexual orientation and wages in the Greek capital, Athens. Gay and bisexual men are found to receive significantly lower monthly wages than heterosexual male workers after accounting for demographic and occupational characteristics. The estimations reveal that educated gay and bisexual workers face lower wage differentials than less-educated gay and bisexual workers, which is consistent with the statistical theory of discrimination. However, wage gaps are significant at all educational attainment levels, suggesting that these workers face strong prejudices in the Athenian labour market. The same pattern holds also across all occupations and sectors. Furthermore, to better understand the determinants of the wage gaps, we compare gay/bisexual men with both married and unmarried heterosexual men. By making these comparisons, we are able to disentangle the penalty associated with being unmarried from other human-capital explanations for the wage gap.     

Does housework lower wages? Evidence for Britain

This paper uses the British Household Panel Survey to present the first estimates of the housework-wage relationship in Britain. Controlling for permanent unobserved heterogeneity, we find that housework has a negative impact on the wages of men and women, both married and single, who work full-time. Among women working part-time, only single women suffer a housework penalty. The housework penalty is uniform across occupations within full-time jobs but some part-time jobs appear to be more compatible with housework than others. We find tentative evidence that the housework penalty is larger when there are children present.