Changing returns to education in Portugal during the 1980s and early 1990s: OLS and quantile regression estimators

This paper examines the evolution of the returns to education in Portugal over the 1980s and early 1990s. The main findings indicate that the returns to education have increased, particularly after joining the European Union in 1986. Since this occurred along with an increase in the level of education within the labour force, the process is most likely demand driven. The results also indicate that modelling on average (i.e. OLS) misses important features of the wage structure. Quantile regression (QR) analysis reveals that the effect of education is not constant across the conditional wage distribution. They are higher for those at higher quantiles in the conditional wage distribution. Wage inequality expanded in Portugal over the 1980s and the returns to education had an important role in this process.     

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 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.     

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.     

Decomposing growth in the gender wage gap in urban China: 1989–2011

This paper examines trends in the gender wage gap observed in urban China during the post‐reform era. Using China Health and Nutrition Survey data, changes to the gap between 1989 and 2011 are analyzed using the Wellington decomposition method. While women's gains in observed characteristics have narrowed the wage gap, they are more than offset by changes in the returns to these characteristics. Men's returns to potential labour market experience have grown particularly rapidly, relative to women's, and this represents the single largest contributing factor towards the widening of the gender wage gap. Further investigation explores gender wage patterns through the dimensions of occupation, ownership sector and birth cohort. Taken together, my results raise concerns that China's urban labour market may increasingly disincentivize women's long‐term labour force attachments.     

Falling Wage Shares in Europe and the United States: How Important is Aggregation Bias?

This paper sheds light on the importance of aggregation bias in the analysis of wage shares developments over time and across countries. We focus on five European countries and the United States and show that the trend decline in the aggregate wage share observed in these countries over much of the 1980s and 1990s partly reflects changes in the sectoral composition of the economy. The application of a fixed-weight aggregation method changes the profile of the observed wage share in a significant way: in particular there is no longer sign of an overshooting of the wage share levels of the early-1970s. Error-correction wage equations based on the adjusted wage shares generally have a better regression fit and show long-run elasticities of real wages to unemployment that vary less across countries and are substantially lower than those obtained with observed shares.     

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.     

Asset pricing with adaptive learning

We study the extent to which self-referential adaptive learning can explain stylized asset pricing facts in a general equilibrium framework. In particular, we analyze the effects of recursive least squares and constant gain algorithms in a production economy and a Lucas type endowment economy. We find that (a) recursive least squares learning has almost no effects on asset price behavior, since the algorithm converges relatively fast to rational expectations, (b) constant gain learning may contribute towards explaining the stock price and return volatility as well as the predictability of excess returns in the endowment economy but (c) in the production economy the effects of constant gain learning are mitigated by the persistence induced by capital accumulation. We conclude that in the context of these two commonly used models, standard linear self-referential learning does not resolve the asset pricing puzzles observed in the data.     

Parental education and wages: Evidence from China

This paper investigates the relationship between parents’ education and children’s wage using two nationally representative data sets in China. Controlling for other things, both father’s and mother’s education are positively correlated with children’s wage. Nevertheless, returns to father’s education are lower in more market-oriented segments of the economy, including coastal regions, the non-state sector, and the later period of the reform era (post-1992), while the opposite is true for mother’s education. We argue that this new empirical evidence is consistent with the story that father’s education mainly indicates family connections useful for locating a better-paying first job, while mother’s education primarily captures unmeasured ability.     

中国城市劳动力市场的一体化进程

本文从区域劳动经济学的视角分析城市间劳动力市场的发育和融合。我们介绍了分析区域劳动力市场的理论框架与国际经验,并利用住户调查数据发现,1988—1995年间,随着工资和教育回报率的上升,它们在城市间的差异有所扩大;虽然区域间的工资收敛并不显著,但受教育程度较低的工人工资收敛速度快于受教育程度高的技术型工人。针对这些实证结论,我们提出了促进区域劳动力市场统一的配套改革措施,以及建立全国性的以身份证为核心的大学生就业市场的建议。     

Economic returns to schooling in urban China, 1988 to 2001

This study provides estimates of the returns to schooling in urban China over an extended period of economic reforms. We find a dramatic increase in the returns to education, from only 4.0 percent per year of schooling in 1988 to 10.2 percent in 2001. Most of the rise in the returns to education occurred after 1992 and reflected an increase in the wage premium for higher education. The rise is observed within groups defined by sex, work experience, region, and ownership, and is robust to the inclusion of different control variables. The timing and pattern of changing schooling returns suggest that they were influenced strongly by institutional reforms in the labor market that increased the demand for skilled labor. Journal of Comparative Economics 33 (4) (2005) 730–752.     

基于户籍制度的教育回报差异:对工资歧视的再考察

利用2005年全国1%人口抽样调查数据,分析了我国东南部十一个省份就业者基于户籍制度的收入差异。户口类型对于工资的影响可以被不同户口类型人群的教育回报差距所解释。不同户口类型人群间教育回报的差距随着教育年限的下降而显著扩大。这一结果支持了在解释基于户籍制度的工资歧视的合理性方面信息经济学的有关理论。我国城乡间义务教育水平的差距引起了基于户籍制度的教育回报差异,进而导致了基于户籍类型的工资歧视。     

Educational Attainment and the Gender Wage Gap: A Comparison of Young Men and Women in 1984 and 2007

This study pools data from two sources to investigate the role of educational attainment in determining the gender wage gap. The empirical analysis reveals that the returns to education remained largely unchanged for young men but declined significantly for young women over the period 1984–2007. We find significant evidence of a decline in the returns to a Bachelor's degree for young women as well as evidence of increasing wage inequality over time among young men and women with a Bachelor's degree. Also, in 2007, the gender wage gap between young men and women was largest for those with a Bachelor's degree. Further, our analysis suggests that young women with a college education may confront more discrimination in the labor market than young women without a college education. We conclude that promoting educational attainment among young women may be a necessary but not sufficient condition for addressing the gender wage gap.     

The gender wage gap in Austria: eppur si muove!

We examine the change of the gender wage gap in Austria between 2002 and 2007 using Juhn et al. (Workers and their wages, AEI Press, Washington DC, pp 107–143, 1991) decomposition. We analyze data from Austrian tax records which we merge with social security records and Austrian micro-censuses of the years 2002 and 2007. We find that the gender wage gap declined from 21 % in 2002 to 18 % in 2007. The main determinant of this decline is the relative improvement of women’s unobserved characteristics. The decline of the gender wage gap is also due to women having attained more formal education and to a convergence of men’s and women’s returns to education. Women’s improved educational attainments were partly offset by a shift in the demand for skilled workers that disadvantaged unskilled workers, most of whom are women, resulting in a moderate decrease of the gender pay gap over these years. Robustness checks confirm our results.     

ON THE ROLE OF CAPITAL GAINS IN SWEDISH INCOME INEQUALITY

Realized capital gains are typically disregarded in the study of income inequality. We show that in the case of Sweden this severely underestimates the actual increase in inequality and, in particular, top income shares during recent decades. Using micro panel data to average incomes over longer periods and re‐rank individuals according to income excluding capital gains, we show that capital gains indeed are a reoccurring addition to rather than a transitory component in top incomes. Doing the same for lower income groups, however, makes virtually no difference. We also try to find the roots of the recent surge in capital gains‐driven inequality in Sweden since the 1980s. While there are no evident changes in terms of who earns these gains (high wage earners vs. top capital income earners), the primary driver instead seems to be the drastic asset price increases on the post‐1980 deregulated financial markets.     

Income Mobility and Income Inequality in Rural China

The economic literature has argued for a long time that income mobility could attenuate the degree of cross-sectional inequality by offering people opportunities to improve their socio-economic position. Using the longitudinal data from the China Health and Nutrition Survey (CHNS) from 1989 to 2011, we measure income mobility as the degree to which longer-term incomes are distributed more or less equally than yearly income. Five main results are emphasized. First, there is strong income mobility in rural China that partly offsets yearly income inequality. Second, income mobility has decreased since the 2000s, indicating that income distribution is becoming more rigid. Third, mobility is mainly associated with transitory income fluctuations, particularly in the two tails of the distribution. Fourth, income mobility has an equalizing effect on income distribution. Fifth, we show that non-agricultural income mobility has substantially increased over the period and that its equalizing nature has also recently increased. While the development of the non-agriculture sector in rural China was a crucial factor in explaining the increase in rural inequality until the mid-2000s, we suggest that the large-scale generalisation of such non-agricultural opportunities partly accounts for the decline in rural inequality observed since the mid-2000s.     

Real wages,profit margins and inflation in Turkish manufacturing under post-liberalization

This article reports investigations into the behaviour of gross profit margins (mark-ups) in Turkish manufacturing industries for the post-1980 liberalization period in relation to price inflation, trade liberalization (openness) and real wage costs. Panel data econometrics over 29 subsectors of Turkish manufacturing are used over the period 1980–1996. Results suggest that profit margins are positively and significantly related both to price inflation and real wage costs. However, openness is found to have very little impact on profit margins.     

Reversing disbursement rates to estimate stationary wealth processes for endowments with recursive preferences

Endowments have been accused of hoarding their wealth. However, the theoretically ideal spending plan remains unclear and, in practice, endowments follow a range of rules. Here we derive and estimate the optimal spending plans of an infinitely lived charity or endowment with an Epstein-Zin-Weil utility function, given general Markovian returns to wealth. We analyse two special cases: first, where spending is a power function of last period’s wealth; and second where the endowment uses ‘payout smoothing’. Via non-linear least squares, we estimate the optimal spending rate and the elasticity of inter-temporal substitution for an endowment with a typical diversified portfolio and for a portfolio of hedge funds. In a new approach, we use maximum entropy methods to characterize the returns distribution of an endowment whose spending plan conforms with the optimality condition. We confirm that the estimated returns distribution is largely consistent with the optimal spending plan.     

中国劳动力市场名义工资粘性程度的估算

本文完成了对中国劳动力市场名义工资粘性程度的首次估算,发现中国的名义工资粘性处于世界较低水平。这具有重要的宏观政策含义:一方面表明中国的劳动力市场具有很强的"自我调节"经济波动的特性,另一方面说明中央银行扩张性的货币政策将更多地带来物价水平上涨,而不是产出增加。在此基础上,本文还区分了劳动者的收入、工龄、户口、企业类型、行业等特征,对不同人群的工资粘性进行了细致测算。进一步,本文创新地区分并估算了名义工资的向上粘性与向下粘性,发现自2002年以来,中国劳动力市场的向下粘性不断增大,而向上粘性的变化趋势并不明显。     

Declining Returns to Education in Norway? Comparing Estimates across Cohorts,Sectors and over Time

We examine the role of the Norwegian education system in explaining the moderate and stable earnings dispersion in Norway. Estimating earnings equations for 1980 and 1990, we find that returns to education have been remarkably stable in Norway, also when we compare returns to education across different sectors of the economy. Our analysis controls for self-selection into education by using an instrumental variable technique. We estimate separate education earnings profiles for different cohorts to identify the effect on wage premiums of the large changes that have taken place in the Norwegian education system. The substantially higher level of educational attainment for more recent cohorts does not, cet. par. , seem to have a negative effect on educational wage premiums for these younger cohorts.
JEL classification: J 24, J 31, I