Post‐secondary education in Canada: can ability bias explain the earnings gap between college and university graduates?

Abstract .  Using the Canadian General Social Survey we compute returns to post-secondary education relative to high school. Unlike previous research using Canadian data, our data set allows us to control for ability selection into higher education. We find strong evidence of positive ability selection into all levels of post-secondary education for men and weaker positive selection for women. Since the ability selection is stronger for higher levels of education, particularly for university, the difference in returns between university and college or trades education decreases slightly after accounting for ability bias. However, a puzzling large gap persists, with university-educated men still earning over 20% more than men with college or trades education.     

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.     

A Reexamination of the Time Path of Wage Differentials in Taiwan

Contrary to the conclusions of a recent paper by Chen and Hsu (Review of Development Economics, vol. 5, 2001, pp. 336–54), wage inequality and returns to college‐educated workers have risen in Taiwan since 1980. Government policies which have caused rapid expansion of the supply of new college graduates have depressed returns for only the youngest cohorts of college graduates. Older cohorts of college graduates experienced rising returns, as have college graduates as a whole. Young college‐educated women's returns fell more and older college‐educated women's returns rose more relative to their male counterparts. Consequently, the rising share of women in the labor force helped amplify these trends. Changing trade patterns have tended to increase labor demand in sectors that use educated labor more intensively, helping to raise returns to skill. However, in contrast to western economies, rising capital intensity does not appear to have accelerated the pay gap by skill in Taiwan.     

Wages in a growing Russia

The robust Russian economic recovery after the 1998 financial crisis raised the economic standing of the population, especially for lowly paid workers, most of whom are women. In this paper I use the Russian Longitudinal Monitoring Survey from 1996 through 2002 to ask whether this helped to reduce the gender wage gap. I first focus on those whose wages are paid in full. Next, I ask about the gender composition of wage arrears as the overall extent of wage arrears dropped from 60 to 20 per cent after the 1998 crisis. I show that a temporary widening of the overall gender wage gap in 2000 is due to low‐wage women becoming more likely to receive their wages in full than low‐wage men. Except for this effect, the male–female pay difference in Russia exhibits a stable pattern.     

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.     

The Gender Wage Gap in Offered,Observed, and Reservation Wages for Spain

The literature on the gender wage gap and wage discrimination has exclusively analyzed observed wage differences, ignoring inactive or unemployed individuals. In order to obtain a more complete overview of gender wage differences, this paper analyzed inactive or unemployed individuals in terms of offered and reservation wages in Spain in the years 1994, 2000, and 2006. The results show that the observed wages give a more positive perspective of the gender wage gap than offered ones. Furthermore, the existence of an important gender wage gap for reservation wages has been noted, which is possibly because women take charge of household and family caregiving tasks to a greater degree than men. The results show that Spanish women had higher reservation wages and lower offered wages than men, which explains their lower participation in the labor market.     

The East German wage structure after transition1

Abstract We extend the literature on transition economies’ wage structures by investigating the returns to tenure and experience. This study applies recent panel data and estimation approaches that control for hitherto neglected biases. We compare the life‐cycle structure of East and West German wages for fulltime employed men in the private sector. The patterns in the returns to seniority are similar for the two regional labour markets. The returns to experience lag behind in the East German labour market, even almost 20 years after unification, with significant differences particularly for high‐skill workers. The results are robust when only individuals who started their labour market career in the market economy are considered. We expect that the different returns are related to the heterogeneity of work experience gathered in East as compared with West Germany.     

MALE AND FEMALE MARRIAGE RETURNS TO SCHOOLING

A collective marriage matching model is estimated and calibrated to quantify the share of returns to schooling that is realized through marriage. The predictions of the model are matched with detailed Danish household data on the relationship between schooling and wage rates, the division of time and goods within the household, and the extent to which men and women sort positively on several traits in marriage. Counterfactual analysis conducted with the model suggests that Danish men and women are earning on the order of half of their returns to schooling through improved marital outcomes.     

Wage differences between Austrian men and women: <Emphasis Type="Italic">semper idem?</Emphasis>

In most OECD countries, the wage gap between men and women has narrowed during the past two decades. Developments of the last 20 years, e.g., increased labour market attachment of women or the introduction of equal pay laws, may have reduced the gender wage gap. We investigate the extent, persistence, and socio-economic determinants of the gender wage gap in Austria, for the years 1983 and 1997. Using wage decomposition techniques, we find that the average gender wage gap was almost as high in 1997 as it was in 1983. Not accounting for differences, the gender wage gap dropped from 25.5 to 23.3% of men’s wages. Taking observable differences between men and women into account, we estimate that the mean gender wage gap that cannot be explained, i.e., discrimination against women, dropped from 17 to 14% of men’s wages. A decomposition of the gender wage gap over time indicates that both returns to human capital and less discrimination were responsible for the narrowing of the gender wage gap.

CONSEQUENCES OF MINIMUM WAGE INDEXING

During the 1980s, the minimum wage fell relative to prices and average wages in the U.S. economy. If the minimum to average wage ratio had been constant at the level maintained through the 1970s, the minimum wage would have been $5.51 in 1993. If the 1993 minimum wage had increased to $5.51, payments to minimum wage workers would have increased by an estimated $20.3 billion, and the number of people earning that wage would have risen from 2.0 million to 14.7 million. Elasticity estimates generated from other studies indicate that employment would have fallen 240,000 (4.4%) among 16–19 year olds and 349,000 (3.0%) among 20–24 year olds. Wage payments to minimum wage workers would have substantially increased, but the effect on family income distribution would have been small. Many minimum wage workers are children living with parents or adults in a family with other earners. Consequently, 75% of minimum wage workers account for less than half of their family's income.     

Migration,self-selection and earnings in Philippine rural communities

"Estimated returns to schooling investments can be misleading if migration causes significant shifts in population distribution across time. Data gathered in rural Philippine communities show that the more educated and experienced individuals are more likely to outmigrate, causing a sample selection bias in the estimation of wage equations. The observed wages were then lower than the conditional population mean of an entire cohort residing originally in the area. Controlling for self-selection, the wage returns to schooling and experience were higher, Finally, the sample selectivity variable accounts substantially for the difference in the wages of men and women."     

Impact of first birth career interruption on earnings: evidence from administrative data

This article makes use of unique administrative data to expand the understanding of the role women’s intermittency decisions play in the determination of her wages. We demonstrate that treating intermittency as exogenous significantly overstates its impact. The intermittency penalty also increases in the education level of the woman. The penalty for women with a high school degree with an average amount of intermittency during 6 years after giving birth to her first child is roughly half the penalty for college graduates. We also demonstrate the value of making use of an index to capture multiple dimension of the intermittency experience, and illustrate the importance of firm dynamics in the determination of a woman’s wage.     

The role of unemployment in wage determination: further evidence on the wage curve from Turkey

This paper presents an empirical estimation of the correlation between wages and regional unemployment rates in Turkey, more specifically it explores the role of regional unemployment rates in wage determination. The analysis builds upon a series of recent empirical studies on the wage-unemployment relationship, now commonly known as ‘the wage curve’, a downward sloping curve in wage-unemployment space. The existing studies are for most part in advanced market economies, while this paper presents one of the few attempts at a wage curve analysis within the context of a developing market economy. A cross-sectional estimation of micro level individual wage data for the Turkish labour market in 1994, suggest a statistically significant negative correlation between wages and regional unemployment rates. Separate regressions for men and women, however, show a wage curve to exist only in the male labour market. The study also presents the results on other variables of wage determination such as returns to schooling, returns to age, job tenure, gender, industrial and occupational affiliation of the worker, economic sector and union status.     

Wage determination and returns to education in different ownerships of China: Evidence from quantile regressions

In this paper, quantile regressions is used to estimate wage equations of different ownerships. Quantile regressions give us distributions rather than a single estimate of the returns both to education and experience in each ownership sector. For state-owned enterprises (SOE), the returns to education tended to be larger at the bottom of the conditional distribution of wages in 1991 and 1993, and there was no such trend in 1997. For the private sector, however, the returns to education tended to be larger at the top positions in 1993 and 1997. It is also found that the growth rates of the wages at the bottom of the conditional distribution of wages are higher than those at the top in SOEs. No such patterns for the private sector is found. It is suggested the wage mechanism in the private sector is more market-oriented. __________ Translated from Shijie Jingji Wenhui 世界经济文汇 (World Economic Papers), 2006, (4): 1–26     

Sex Differentials in Earnings in the South Korean Labor Market

We examine gender differences in earnings among South Korean workers in 1988 – the year the South Korean National Assembly enacted the Equal Employment Opportunity Act. Using the "88 Occupational Wage Bargaining Survey on the Actual Condition," we calculate women's mean earnings as a percentage of men's mean earnings by major industrial category and educational attainment. We find a larger wage gap among clerical and sales workers than production workers or professionals. Generally, the more education a woman has, the smaller the gap between her earnings and those of her male counterparts. Women with a middle-school education have a mean income 53.5 percent that of comparable men, while the female-to-male wage ratio among college graduates is 76.1 percent. We analyze wage differences separately for women and men. Following Ronald Oaxaca's (1973) work, we decompose male–female wage differentials. We also calculate a discrimination coefficient. Our work shows that, all else equal, men earn from 33.6 percent to 46.9 percent more than women with comparable skills. We attribute the difference to gender discrimination.     

What is behind low wages in central and eastern Europe?

This paper compares wages across Europe in relation to the characteristics of workers and firms, with a particular focus on wage levels in central and eastern European countries. Worker and workplace endowments can be taken as a proxy for labour productivity. We estimate the extent to which wage differences observed at an aggregate level can be related to the different compositions of workforces and workplaces, as well as the types of jobs conducted in separate countries. We also decompose the observed differences in returns on endowments by identifying the sectors and occupational categories that contribute most to the wage gaps observed at the aggregate level. The wage gaps in low-wage countries actually appear larger once differences in worker, work and workplace characteristics are controlled for. In contrast, the differences in wages between high-wage countries diminish when we control for these endowments. The wage gap between East and West thus seems to be explained by a much lower return on skills and other characteristics rather than by differences in the composition of workforces and firms. Sectoral and occupational analysis suggests that central and eastern European countries have developed a generalised low-cost and low-wage model, with relative returns particularly low on higher skills. There is much less wage disparity across European countries in more labour intensive and lower-paid services sectors, such as accommodation and food service activities. The magnitude of the wage gap seems to be driven by the relative position of sectors and occupations in high-wage countries.     

Male–female wage discrimination in Chinese industryInvestigation using firm‐level data1

We use firm‐level data to analyze male–female wage discrimination in China's industry. We find that there is a significant negative association between wages and the share of female workers in a firm's labour force. However, we also find that the marginal productivity of female workers is significantly lower than that of male workers. Comparing wage gaps and productivity gaps between men and women, we notice an intriguing contrast between state‐owned enterprises (SOEs) and private firms. The wage gap is smaller than the productivity gap in SOEs, while the converse is true for private firms. These results suggest that women in the state sector receive wage premiums, whereas women in the private sector face wage discrimination.     

Returns to education and gender gap

The Italian gender wage gap is related to a gap in returns to education which causes a sizable glass ceiling effect. The gap is detected by quantile regressions implemented in different subsets. Quantile regressions allow computation of both the average gap and the divergence in the tails of the wage distribution. Comparison of the equations estimated separately for men and women, reveals a divergence in wage determinants for the average and for all quantiles. The statistical relevance of this divergence is verified by a test of changing coefficients. By repeatedly implementing this test to compare subsets of different regions, cohorts, and education levels, it is possible to rank the factors affecting the gap and to pinpoint at which quantile their impact is greater. Gender turns out to be a relevant source of changes to the coefficients, particularly for the top quantiles, and the regional variable interacts with the returns to education gap, determining a sizeable glass ceiling on southern women’s careers.     

中国高等教育投资风险和收益的实证研究

With the expanding of higher education in China from 1999, more and more youngsters are able to invest in higher education, resulting a high unemployment rate for higher education graduates and more and more graduates employed in non-graduate position, while the analysis upon risk and return to each level of high education is absent due to the limitation of dataset. The paper employs college students sample survey to research the determinants of all levels of higher education beginning wages, the probability to find an appropriate job in order to conclude the risks and returns to each level of higher education based on the wages growth rate and economic development. The research finds the return to master degree is the highest, but the risk is the lowest in China.