Wage Inequality and Returns to Education in Turkey: A Quantile Regression Analysis

This paper investigates the male wage inequality and its evolution over the 1994–2002 period in Turkey by estimating Mincerian wage equations using ordinary least squares and quantile regression techniques. Male wage inequality is high in Turkey. While it declined at the lower end of the wage distribution it increased at the top end of wage distribution. Education contributed to higher wage inequality through both within and between dimensions. The within‐groups inequality increased and between‐groups inequality decreased over the study period. The latter factor may have dominated the former contributing to the observed decline in the male wage inequality over the 1994–2002. Further results are provided for the wage effects of experience, public sector employment, geographic location, firm size, industry of employment and their contribution to wage inequality. Recent increases in foreign direct investiment inflows, openness to trade and global technological developments are discussed as contributing factors to the recent rising within‐groups wage inequality.     

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.     

Increasing wage dispersion and the changes in relative employment and wages in Mexico's urban informal sector: 1987-1993

This study analyses the role of changes in informal/formal relative employment, wage levels and wage inequality in explaining increasing wage dispersion in Mexico during the 1987–1993 period. From 1987 to 1993, the variance of the log of hourly wages for Mexican workers increased by more than 50 per cent. Using data from the Encuesta nacional de empleo urbano we find that this increase in the overall wage dispersion was mainly driven by increasing wage dispersion in the formal sector coupled with a faster growth in formal sector employment as a percentage of total employment. However, compression in the distribution of wages within the informal sector contributed to substantially slowdown the increasing overall wage inequality. About 60 per cent of the 1987–1993 4.65 percentage point reduction in the informal sector share of total employment is explained by changes in the structure that determines sectoral employment; the rest is explained by changes in the composition of the labour force, particularly increases in the sectoral education gap and a change in the regional relative share of sectoral employment. Also, from 1987 to 1993 the sectoral wage ratio increased from 0.59 to 0.63. It seems that a relative improvement in unobserved skills in the informal sector helped to close the wage differential but this effect was partially offset by an increase in the relative prices of both observed and unobserved skills, as well as increases in relative observed skills in the formal sector, particularly education.     

Recent decline in wage inequality and formalization of the labour market in Argentina

Labour market conditions improved during the 2000s in Latin America, a process that included a reduction in the magnitude of informal employment. A decline of wage inequality was another feature of this period. Both dynamics were particularly intense in Argentina. The purpose of this study is to evaluate the role played by the process of formalization of the labour market that occurred in Argentina during that period on the reduction of income inequality, while additionally taking into account other factors that might have also contributed to such dynamics of income inequality. The method employed is a decomposition proposed by Firpo, Fortin and Lemieux, which allows extending the Oaxaca-Blinder approach to decompose some distributive statistics of income between a ‘composition effect’ and a ‘returns effect’. The study concludes that the process of increasing labour market formalization had an equalizing effect over the period, a finding that had not been emphasized in previous studies.     

The aftermath of reunification

This article traces the evolution of the East German wage structure throughout the transition period 1992–2001. Wage dispersion has generally been rising. This increase occurred predominantly in the lower part of the wage distribution for women and in the upper part for men. Moreover, the sectoral transition affected female workers to a much larger extent than their male counterparts. A sequential decomposition analysis using quantile regressions reveals that changes in industry‐specific remuneration schemes contributed strongly to the rise in wage inequality in the lower part of the distribution for women, whereas changes in the industry composition alone would have led to a polarization of wages. In contrast, for men, changes in individual characteristics are the single most important factor contributing to the increasing wage dispersion. These gender differences are attributed to employment segregation across industries present right after German reunification.     

Offshoring,computerization, labor market polarization and top income inequality

This paper proposes a model of occupational choice with heterogeneous agents in terms of human capital to quantify the role of offshoring and computerization in labor market polarization and increased top income inequality. We find that both offshoring and computerization played a major role regarding labor market polarization in the US over the period 1975–2008. We further show that the last decades can be decomposed into two subperiods. Computerization is the main driver of labor market polarization from 1975 to the mid 1990s, after which globalization (through decreased costs of offshoring) explains more than 70% of job and wage polarization. Our model can also explain around 40% of the observed increase in top income inequality since 1975.     

Segregation and gender wage gaps in the private and the public sectors: an analysis of Danish linked employer–employee data, 2002–2012

This paper examines the relation between segregation and the gender wage gap in the public and the private sectors in Denmark from 2002 to 2012. The analysis shows that male–female differences in the share of females in occupations, industries, establishments and job cells (occupations within establishments) constitute 46 % of the raw gender wage gap in the private sector, while segregation in the public sector accounts for as much as 63 %. Segregation thus plays a substantially more important role in accounting for the gender wage gap in the public sector than in the private sector. While the importance of segregation for wage formation decreased substantially in the public sector over time, it only decreased slightly in the private sector. Although the remaining gender wage gap, after controlling for segregation, is close to zero in the public sector, a substantial within-job cell differential remains after controlling for segregation in the private sector.     

Do earnings subsidies affect job choice? The impact of SSP subsidies on job turnover and wage growth

Abstract .  This paper explores the impact of earnings subsidies on job duration and wage growth. We develop an analytical framework that predicts that convex subsidies increase job turnover and affect within-job and between-job wage growth. This framework is used to analyze the effects of the Canadian Self-sufficiency Project earnings subsidy. We find that the treatment group had shorter job duration and experienced faster wage growth than controls, which is consistent with the analytical model. Results for between-job wage growth hold after we correct for compositional bias, but we cannot rule out that within-job wage growth was not affected by the program.     

The macroeconomics of the quiet revolution: Understanding the implications of the rise in women’s participation for economic growth and inequality

We study the impact of the rise in female labor supply on the economic performance of the United States over the period 1967–2002 through the lens of a calibrated structural model. The model features all the key forces behind the increase in female participation (the “Quiet Revolution”): (1) the decline in marriage rates, (2) the narrowing gender wage gap, (3) the preference (or cultural) shift towards market work, and (4) the change in women’s bargaining power within the household. We find that preference shifts and the rise in relative wages of women were the most important driving forces behind rising women’s participation, while changes in marriage patterns have also had a sizeable effect. We conclude that half of the growth in US earnings per capita over this period can be traced to growth in female labor supply. We also find that the rise in female labor supply has had offsetting effects on income inequality and, therefore, its overall role has been negligible relative to skill-biased demand shifts and rising residual wage volatility.     

Public Sector Employment,Wage Inequality and the Gender Pay Ratio in the UK

This paper assesses the relative contributions of the different systems of pay determination in the private sector and the public sector toward the changing level of wage inequality and the gender pay ratio in the UK. The greater centralisation of pay arrangements in the public sector compared with the private sector in the UK suggests that public sector employment may have acted to offset the widening wage inequality seen in recent years, as well as making an important contribution to the increase in women's relative average earnings compared to men. This issue is addressed by drawing on unpublished occupational hourly earnings data from the New Earnings Survey and applying decomposition of the Theil index of wage inequality to analyse both static and dynamic trends. The change in wage inequality for the period 1986 to 1995 primarily reflected the change in wage dispersion within the private sector, and the narrowing of the gender pay gap among the public sector workforce was an important factor in explaining the overall improvement in women's relative earnings. The paper argues that the relatively centralised pay arrangements in the public sector, compared with the private sector, played an important role in slowing the increase in wage inequality and narrowing the gender pay gap. As such, future policies to decentralise pay determination in the UK public sector may exacerbate the increasing level of wage inequality and reverse women's recent relative pay improvements.     

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.     

Labour Markets in China: A Study of the Structure and Evolution of Wages

This paper examines the development of labour markets and the evolution of a structure of wages in China, using household surveys for 1988, 1995, 2002 and 2007. It finds evidence of both provincial and sectoral segmentation in labour markets, with eastern regions and the state-controlled sector enjoying high wage premiums in the early reform period. During the reform, China has progressed slowly towards an integrated labour market with convergence in incomes between the rural non-agriculture sector and the urban market-based sector by 1995, when industry flourished in the rural areas. The wage gap between the rural non-agriculture sector and other sectors increased and the urban state-controlled sector remained segmented with respect to all other sectors up to 2002. However, the data from 2007 show there has been increasing sectoral and spatial integration.     

Ownership and earnings inequality in urban China

Along with advances in urban state-owned enterprise reform, fast growth of private sector and changes in the wage structure, earnings inequality in urban China has been increasing. Using data from the 1988 and 2007 waves of the urban household survey conducted by China Household Income Project, this paper attempts to examine the impact of the change in ownership structure on earnings distribution in urban China. We find that developing non-state-owned enterprises (nonSOEs) or privatization of state-owned enterprises (SOEs) enlarge earnings inequality, but the difference in earnings level between the two sectors is small. Although workers in SOEs receive higher income than in nonSOEs, the difference is more caused by endowment difference rather than coefficient differences. Introducing market power to wage determination system is more influential to the rising earnings inequality which leads more rewards on working experience and educational attainment.     

中国城镇地区的组内工资差距:1995-2007

本文利用1995年、2002年和2007年的住户调查数据,发现城镇地区的组内工资差距不断上升并在不同时期表现出不同的演变特征。分解结果表明组内工资差距上升的主要来源是技能价格上升。本文构造了城市层面的面板数据,发现所有制调整和全球化是导致技能价格上升进而导致组内工资差距上升的重要因素。所有制调整的影响主要体现在第一个时期(1995—2002年),而全球化的影响更多的体现在第二个时期(2002—2007年),突显了加入WTO对我国收入差距的影响。     

Trade Liberalization and Wage Inequality: Evidence from the U.S. States

This paper examines the relationship between trade liberalization and wage inequality for 50 U.S. states during the period from 1999 to 2008. The Difference-in-Differences and fixed effects methods are employed to evaluate the effect of trade liberalization on wage inequality in the U.S. states. Empirical results reveal that trade liberalization and de-unionization do increase the wage inequality between skilled and unskilled workers. Evidence shows skill-biased technological change has no significant impact on rising wage inequality. As Difference-in-Differences estimation on time-series cross sectional data involves many years, the conventional standard errors often understate the standard deviation of the estimators. This paper employs the standard bootstrapping procedure and the clustering error procedure to correct the problem, and all sign patterns still hold.     

中国农村地区间居民收入差距及构成变化:1995—2008年——基于基尼系数的分解

本文采用分省的面板数据对农村地区间基尼系数分解结果表明,1995—2008年,中国农村地区间收入差距总体上仍然呈现上升趋势,基尼系数上升了0.0639,但增幅出现明显减弱趋势。基尼系数变化及农村居民工资性收入对基尼系数的贡献变化显示出与经济发展阶段变化一致的含义;结构性效应已不再是农村地区间收入差异的唯一构成来源,收入集中效应对基尼系数起了明显的增加作用,工资性收入的集中效应超过了其他收入来源。这些构成来源的变化蕴含着中国面临调节地区间农村收入差距的政策机遇。     

Rising Earnings Inequality in Sweden: The Role of Composition and Prices

The rise in cross‐sectional earnings inequality in Sweden between 1990 and 2002 is decomposed into changes in market prices of observable characteristics, changes in the composition of the labor force across demographic groups and industries, and changes in unobservables. The Swedish experience is then compared with that in the United States. In both countries, the rise in earnings inequality is a consequence of rising upper‐tail dispersion. Contrary to the U.S. experience, where the rise is largely driven by changing market prices of observables and increased residual dispersion, shifts in the Swedish labor‐force composition have contributed positively to the rise in the p90–p50 gap. The rise in the Swedish p99–p90 gap, however, is entirely accounted for by changes in prices and residual dispersion.     

Explaining the increase in inequality during transition

This paper attempts to explain the increase in inequality that has been observed in all transition economies by constructing a simple model of change in composition of employment during the transition. The change consists of the 'hollowing-out' of the state-sector middle class as it moves into either the 'rich' private sector or the 'poor' unemployed sector. The predictions of the model are contrasted with the empirical evidence from annual household income surveys from six transition economies (Bulgaria, Hungary, Latvia, Poland, Russia and Slovenia) over the period 1987-95. We find that the most important factor driving overall inequality upwards was increased inequality of wage distribution. The non-wage private sector contributed strongly to inequality only in Latvia and Russia. Pensions, paradoxically, also pushed inequality up in Central Europe, while non-pension social transfers were too small everywhere and too poorly focussed to make much difference.     

Increased sorting and wage inequality in the Czech Republic

This paper makes use of a linked employer–employee dataset to examine the evolution of wage inequality in the Czech Republic during 1998–2006. We find evidence of slightly increasing returns to human capital and diminishing gender inequality and document sharp increases in both within‐firm and between‐firm inequality. We investigate several hypotheses to explain these patterns: increased domestic and international competition, decentralized wage bargaining, skill‐biased technological change and a changing educational composition of the workforce. Domestic competition is found to lower within‐firm inequality whereas we find no evidence that increased international trade at the industry level is associated with higher between‐ or within‐firm wage inequality. The key factors driving the observed increase in wage inequality are increased educational sorting and the inflow of foreign firms to the Czech Republic.     

Can fiscal redistribution undo skill-biased technical change?: Evidence from the French experience

The inequality of labor earnings among working-age individuals has gone up in all western countries during the past 25 years, either through rising wage inequality (US, UK) or through rising unemployment (Continental Europe). Policy regimes did matter a great deal, however, as far as the inequality of disposable income is concerned. In a country like France, transfers to the unemployed were sufficiently massive to prevent income inequality from rising. This paper argues that the way fiscal redistribution has managed to counteract skill-biased technical change in countries like France is somewhat paradoxical. The same distributive stability could have been obtained at a lower cost by following a job subsidies strategy rather than an income maintenance strategy, simply because it is always less costly to have people at work producing something. We explore several potential explanations for this paradox.