Wage distribution in Japan, 1989–2003

Abstract. This study examines the recent trend of the Japanese wage distribution based on a micro‐level data set from the Basic Survey on Wage Structure (1989–2003). We perform several decomposition analyses of changes in the distribution of the hourly wage. We observe that lower returns to education and years of tenure contribute to a diminishing income disparity between groups for both sexes. A larger variance within a group contributes to the wage disparity for males, while an increased heterogeneity of workers' attributes contributes to the wage disparity for females. The Dinardo, Fortin, and Lemieux decomposition confirms the basic findings with a parametric variance decomposition.     

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.     

Cross‐Subsidies,and the Elasticity of Informality to Social Expenditures: The Case of Mexico's Seguro Popular

How is the size of the informal sector affected when the distribution of social expenditures across formal and informal workers changes? How is it affected when the tax rate changes along with the generosity of these transfers? In our search model, taxes are levied on formal‐sector workers as a proportion of their wage. Transfers, in contrast, are lump‐sum and are received by both formal and informal workers. This implies that high‐wage formal workers subsidize low‐wage formal workers as well as informal workers. We calibrate the model to Mexico and perform counterfactuals. We find that the size of the informal sector is quite inelastic to changes in taxes and transfers. This is due to the presence of search frictions and to the cross‐subsidy in our model: for low‐wage formal jobs, a tax increase is roughly offset by an increase in benefits, leaving the unemployed approximately indifferent. Our results are consistent with the empirical evidence on the recent introduction of the “Seguro Popular” healthcare program.     

How Rigid are Nominal Wages? Evidence and Implications for Germany*

Many recent attempts to find evidence on downward nominal wage rigidity in micro data have suffered from problems such as composition bias and the effects of measurement error. In this paper, a model of proportional downward nominal wage rigidity is developed which avoids these problems by taking into account the determinants of wage changes and the measurement process that leads to observable earnings changes. We find a high degree of downward nominal wage rigidity in German micro data. Its real implications for individual expected wage growth, the aggregate wage level and equilibrium unemployment have marked effects for rates of inflation lower than 3 percent.     

Firms and wage inequality in Central and Eastern Europe

We use large linked employer-employee data to analyze wage inequality patterns in Central and Eastern European (CEE) countries between 2002 and 2014. We show that, unlike in many other advanced economies, wage inequality levels have decreased in almost all CEE countries. These reductions in wage inequality resulted from disproportionately large increases in wages at the bottom of the wage distribution, and from decreases in between-firm wage inequality. We further find that the declines in wage inequality were driven by large wage structure effects that compensated for changes in the composition of workers.     

Unconditional quantile regressions,wage growth and inequality in the Philippines, 2001–2006: the contribution of covariates

I implement a two-stage procedure to estimate the components of real wage change in the Philippines along the wage distribution from 2001 to 2006, as well as the contribution of individual covariates to each component. The methodology is based on Re-centred Influence Functions (RIF), as suggested by Firpo et al. (2009). The advantage of this methodology is that it not only decomposes the unconditional wage change at any quantile of the wage distribution, but also allows the characterization of the contribution of any single covariate on each component. I find that real earnings of males in the Philippines declined and the decline along the earnings distribution is generally higher at higher deciles for all males and higher at lower deciles in Manila. Decomposition results are driven by the wage structure component, while the composition effect is small and generally positive with education as the main contributor. Within the wage structure effect, the main determinants are associated with changes in the rewards of experience and occupation, along with residual change (change in intercepts).     

Changes in the Austrian structure of wages, 1996–2002: evidence from linked employer-employee data

Analyzing data from the Structure of Earnings Surveys we find that wage dispersion in Austria increased only marginally between 1996 and 2002. There was an increase in the returns to education which accrued only to male workers. The positive effects of tenure and especially of experience on wages decreased over time. We adopt the Machado–Mata (J Appl Econ 20:445–465, 2005) counterfactual decomposition technique which allows to attribute changes in each wage decile to changes in worker and workplace characteristics and into changes in returns to these characteristics. Behind the small net increase in inequality we document a number of interesting gross effects that influence the change in the wage distribution. We find that both composition effects due to gender, education and age and market-driven effects such as changes in returns and changing workplace characteristics contributed to a higher dispersion of wages.     

Earning functions in Portugal 1982–1994: Evidence from quantile regressions

This paper uses quantile regressions to describe the conditional wage distribution in Portugal and its evolution over the 1980s as well as the implications for increased wage inequality. We find that, although returns to schooling are positive at all quantiles, education is relatively more valued for highly paid jobs. Consequently, schooling has a positive impact on wage inequality. Moreover, this tendency has sharpened over the period. We also find that most of the estimated change in wage inequality was due to changes in the distribution of the worker's attributes, rather than to increased inequality within a particular type of worker. this version: January 2000     

The effects of the minimum wage in Brazil on the distribution of family incomes: 1996–2001

The Brazilian economy has long relied on the minimum wage, having first implemented a minimum in 1940. Shortly after taking office in 2003, Brazil's President raised the minimum wage by 20% and promised to double the value of the minimum wage before his term ends in 2006. The usual rationale for minimum wage increases is to bring about beneficial changes in the income distribution, by raising incomes of poor and low-income families. The goal of this paper is to evaluate the efficacy of the minimum wage in Brazil in bringing about these changes in the income distribution. We examine data drawn from Brazil's major metropolitan areas, studying the years after Brazil's hyper-inflation ended. The estimates provide no evidence that minimum wages in Brazil lift family incomes at the lower points of the income distribution; if anything some of the evidence points to adverse effects on lower-income families.     

Income Growth and Earnings Variations in New Zealand, 1998–2004

This article analyses changes in the distributions of working‐age individuals' earnings and total income in New Zealand over the period 1998–2004. We find that there have been broad gains in income across the distribution, suggesting the spoils of growth have been shared widely. Mean and median earnings increased 15 and 23 per cent respectively, while mean and median income increased 12–13 per cent. Inequality, as measured by the Gini coefficient, was more stable: earnings inequality fell 4 per cent, while income inequality was unchanged. The main drivers of the changes were employment and real wage growth. We estimate that roughly one‐half of the growth in average incomes was due to employment growth, and one‐quarter each to demographic changes and wage growth. The relative employment and wage contributions varied across the income distribution: employment growth dominated gains at the lower end of the distribution, while wage gains dominated changes at the higher end.     

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.     

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 Changing Distribution of Male Wages in the U.K.

This paper uses microeconomic data from the U.K. Family Expenditure Surveys (FES) and the General Household Surveys (GHS) to describe and explain changes in the distribution of male wages. Since the late 1970s wage inequality has risen very fast in the U.K., and this rise is characterized both by increasing education and age differentials. We show that a large part of the changes in the U.K. can be summarized quite simply as increases in eduction differentials and a decline of growth of entry level wages which persist subsequently. This fact we interpret as cohort effects. We also show that, like in the U.S., an important aspect of rising wage inequality is increased within-group wage dispersion. Finally we use the GHS to evaluate the role of alternative education measures.     

Skilled-unskilled wage inequality and unemployment: A general equilibrium analysis

The paper develops a static three sector competitive general equilibrium model of a small open economy in which skilled labor is mobile between a traded good sector and the non-traded good sector and unskilled labor is specific to another traded good sector. Capital is perfectly mobile among all these three sectors. We introduce involuntary unemployment equilibrium in both the labor markets and explain unemployment using efficiency wage hypothesis. We examine the effects of change in different factor endowments and prices of traded goods on the unemployment rates and on the skilled-unskilled relative wage. Also, we introduce Gini-Coefficient of wage income distribution as a measure of wage income inequality; and show that a comparative static effect may force the skilled-unskilled relative wage and the Gini-Coefficient of wage income distribution to move in opposite directions in the presence of unemployment.     

INEQUALITY OF WAGE RATES,EARNINGS AND FAMILY INCOME IN THE UNITED STATES, 1975–2002

This paper analyzes distributional changes over the last quarter of the twentieth century. We focus on four distinct distributions: the distribution of hourly wage rates, the distribution of annual earnings of individuals, the distribution of annual earnings of families, and the distribution of total family income adjusted for family size. Both male wage rate inequality and family income inequality accelerated during the early 1980s, increased at a slower rate through the early 1990s and then stabilized at a high level through the early 2000s. The similarity in the timing of changes in these two distributions has been used as evidence that increased family income inequality primarily reflects increased inequality of wage rates. We show that other important factors were also at work.     

Dynamic effects of labor supply: A mechanism explaining cross-sectional differences in hours

This paper first establishes the empirical fact that over the last quarter of the 20th century, the average weekly hours worked increased for workers in the highest wage quintile while it decreased for the ones at the lowest. In 1976, a worker in the lowest quintile worked 2.8 hours more per week than a high wage worker (worker in the highest quintile), but by 2006, the low wage worker worked 1 hour less. During this period, there was also a wide increase in wage inequality. The typical mechanism in which hours are only determined by contemporaneous wages cannot simultaneously explain the pattern found in both variables for every quintile.This paper attempts to reconcile these cross-sectional trends in both hours and wages for the US during this time period. As a first step, we show that compositional changes (in education, occupation and age) within quintiles can only explain a fraction of the observed pattern. Next, we propose a mechanism in which individuals' current decisions of how much to work take into account two components: the contemporaneous benefit of the wage received, and also how current hours worked affects the probability of moving across the wage distribution in later periods. The latter dynamic component is estimated from our dataset. We find that changes over time in how hours affect these probabilities provided incentives that differ across the quintiles, and are consistent with the labor supply decisions observed in the data. We incorporate these two components into an equilibrium model of heterogeneous agents with uninsurable income risk. We are able to replicate the decline in hours for the bottom of the distribution as well as the increase at the top. The ratio of hours worked between the two groups delivered by the model also fits the trend found in the data.     

The changing composition of academic majors and wage dynamics: Beyond mean returns

This paper studies the effects of the changing composition of academic majors during expansion of higher education on the dynamics of wage distribution. Using a unique dataset constructed from open-ended responses in the Russia Longitudinal Monitoring Survey, we conduct a structural analysis of wage distribution dynamics for higher education graduates over 2002–2016. In addition to the standard mean wage estimations across majors we explore within-major and across-cohort variation, as well as major-specific permanent and transitory variance components and their time paths.The results suggest that changing wage inequality among university graduates is due to both changes in skill prices and wage shocks induced by economic fluctuations. Moreover, variation in skill prices relates to equilibrium effects induced by changes in the supply of graduates specialized in different fields. Uneven expansion in certain majors induces labor market saturation and leads to an increase in the wage variance of graduates from the fastest growing majors. The estimation results also show the importance of accounting for within-major heterogeneity across cohorts, which could reflect differences in student ability distribution, changes in academic content, and changes in educational quality over time. Finally, this study suggests that focusing only on mean wage returns, without assessing the distributional implications, might substantially understate the labor market impact of the changing major composition.     

The net social wage in greece 1958-95

The object of this paper is to assess the net distributive impact of state expenditures and revenues on labour income in Greece for the 1958-95 period. This effect is measured by the net social wage defined as the difference between the total benefits received by labour from state spending and the labour taxes. We also discuss certain issues related to the empirical methodology employed in the present and similar studies and the way its inconsistent use has affected inter-country comparisons of the net social wage in the literature. Our empirical findings for Greece indicate that for the entire period no redistribution of income in favour of labour has taken place via the actions of the state. The average net social wage is very close to zero even though during the last decade we observe an increasing involvement of the state in the reproduction of labour. The positive net social wage of the few recent years coincided with high public deficits and appears to be a result of slow growth, high unemployment rates and compensation for the adverse developments for labour in the market distribution of income.     

Changes in Wages,Wage Inequality and the Return to Human Capital Skills in Kenya: 1977–2005

The conventional literature on wage inequality in Kenya has two drawbacks: first, by focusing on manufacturing sector wages, overlooking wages in other sectors, the results may be biased. Second, previous studies emphasize wage determination solely at the conditional mean rather than resort to wage determination across the entire earnings distribution. We remedy these weaknesses and add a new layer of research previously unexamined. Particularly, we consider wage changes during periods of wide GDP fluctuations from 1977 to 1986, 1986 to 1999, and 1999 to 2005 and explore if prices of measured human capital skills moved in tandem with changes in the dispersion of unmeasured human capital skills as is postulated by human capital theory. Our results support human capital theory: we find higher wages and higher residual wage dispersion during periods of rising GDP (1999–2005) but find lower wages and lower residual wage dispersion during periods of falling GDP (1977–86 and 1986–99).