The determinants of earnings differentials for indigenous Americans: Human capital, location, or discrimination?

In 1989 American Indians or Alaska Natives had annual earnings between 19% and 39% less than non-Indians. This paper examines the determination of earnings differentials from a human capital perspective. Persons with Indian race are divided into single-ancestry and mixed-ancestry categories, as are Alaska Natives and those with non-Indian race. Indians of mixed ancestry had higher levels of, but lower returns from, human capital than Indians of single ancestry. Alaska Natives held a significant advantage over all groups. Decompositions show that most of the differentials could be attributed to differences in characteristics rather than wage structures.     

Regional Wage Gaps,Education and Informality in an Emerging Country: The Case of Colombia

This paper uses Colombian micro-data to analyze the role of education and informality in regional wage differentials. The hypothesis is that apart from differences in the endowment of human capital, regional heterogeneity in the incidence of informality is another important source of regional wage inequality in emerging countries. This is confirmed by the evidence from Colombia, which also reveals remarkable spatial heterogeneity in the wage return to individuals’ characteristics. Regional heterogeneity in returns to education is especially intense in the upper part of the wage distribution. In turn, heterogeneity in the informal pay penalty is more relevant at the bottom.     

Wage determination in the union and nonunion sectors.

This study contains estimates of wage equations for white male union and nonunion employees. The authors find that nonunion wages are generally more responsive than union wages to individuals' education and experience and to regional price-level variation. Despite those differences, however, estimates of union-nonunion wage differentials based on these separate equations do not differ greatly from a differential obtained from a union dummy variable in an equation based on combined union and nonunion observations. Union-nonunion differentials vary widely across occupational groups and are generally larger in the lower skilled and more highly unionized occupations. The results for manufacturing, for which additional industry data are available, indicate a negative impact of high concentration ratios on the wages of all workers and a greater impact of establishment size on nonunion than on union wages. Data were drawn from the May 1973 Current Population Survey.     

Returns to education and wages in Turkey: robust and resistant regression

In this study, we follow the human capital theory for wage determination and analyze the differentials in returns to education, returns to experience and gender wage gap using usual mincerian wage equation by using OLS, robust and resistant regressions. This study presents evidence on the returns to education in Turkey. The results clearly show that for female employees, education to returns is higher than for male employees. When the results of returns to experience have been studied, it is observed that males definitely have a higher return than females in the years 2003 and 2006.     

The pervasive absence of compensating differentials

We study the relation between individual preferences for job amenities (e.g., type of work, job security) and compensating wage differentials in cross‐section. To this end, we estimate a partial equilibrium job search model on panel data from eight European countries. There are five non‐wage job characteristics and two sources of job‐to‐job mobility: on‐the‐job search and reallocation shocks. We also allow for two types of unobserved heterogeneity. We find strong preferences for amenities, especially job security, yet, these preferences do not translate into significant wage differentials in cross‐section. Counterfactual experiments show that one would need extremely low levels of search frictions for compensating differentials to arise. Lastly, a similar exercise on the distribution of job change outcomes reveals the role of constrained job‐to‐job mobility in the absence of compensating wage differentials. Copyright © 2009 John Wiley & Sons, Ltd.     

The returns to formality and informality in urban Africa

This paper addresses the questions as to the size and causes of earnings differentials in two urban African labor markets, those of Ghana and Tanzania. We have panel data so we can ask how far time invariant unobservables, market ability for short, matters in the determination of earnings. We also have information on whether the individual is own self-employed, self-employed with employees, a private or public sector wage employee and the size of the enterprise in which wage employees work or which the self-employed owns. We find, mirroring work on developed economies, that unobserved individual market ability is by far the most important factor explaining the variance of earnings. With controls for such ability the gap between private wage employment and civil servants is about 50%. With controls for enterprise size we find that wage employees earn the same as the self-employed in both Ghana and Tanzania. Enterprise size matters. At most half of the OLS effect of size on earnings can be explained by unobservable ability. Workers in the largest firms are the high earners with wage rates which exceed those of civil servants. These results all assume exogenous movement. We find evidence that endogeneity bias may be serious and may be understating the extent of both the size effect and the private sector wage (negative) premium. The implications of our results for understanding the nature of formal and informal employment in Africa are discussed.     

Human capital revisited: The role of experience and education when controlling for performance and cognitive skills

Human capital theory predicts that differences in wages arise because of differences in human capital. The latter can be accumulated in two ways: through experience and education. Using matched firm–worker data for the Ghanaian Manufacturing sector we first test whether changes in wages over the life cycle reflect changes in performance, following the methodology of Medoff and Abraham [Medoff, J.L., &; Abraham, K.G. (1980). Experience, Performance, and Earnings. Quarterly Journal of Economics, 95(4), 703-736; Medoff, J.L., &; Abraham, K.G. (1981). Are Those Paid More Really More Productive? The Case of Experience. Journal of Human Resources, 16(2), 186–216]. We find that wage–seniority profiles are independent of performance – a result that holds when controlling for firm fixed effects. Extending the analysis, we include a control for on-the-job-training and find that it does not attenuate the seniority profile, which is also at odds with human capital theory. We do find however that firm characteristics play an important role. Wage–seniority profiles are steeper in large firms, but performance profiles are not, suggesting that the results from Medoff and Abraham are specific to large firms. We then assess the role of education. Our results confirm that education is important for the allocation to job levels. Using data on cognitive ability, we also find that the effect of education on wages is at least partially because it signals cognitive ability. We also find evidence that the returns to education are not related to performance, while the returns to cognitive ability are.     

A Meta‐Analysis of the International Gender Wage Gap

Abstract.  Since the early 1970s, a number of authors have calculated gender wage differentials between women and men of equal productivity. This meta‐study provides a new quantitative review of this vast amount of empirical literature on gender wage differentials as it concerns not only differences in methodology, data, and time periods, but also different countries. We place particular emphasis on a proper consideration of the quality of the underlying study which is done by a weighting with quality indicators. The results show that data restrictions – i.e. the limitation of the analysis to new entrants, never‐marrieds, or one narrow occupation only – have the biggest impact on the resulting gender wage gap. Moreover, we are able to show what effect a misspecification of the underlying wage equation – like the frequent use of potential experience – has on the calculated gender wage gap. Over time, raw wage differentials worldwide have fallen substantially; however, most of this decrease is due to better labor market endowments of females.     

The Wage Penalty for Married Women of Career Interruptions: Evidence from the 1970s and the 1990s

The goal of this paper is to assess how the wage penalty for career interruptions by married women changed between the 1970s and the 1990s. We estimate the wage penalty for career interruptions using the work-history model and PSID data. We use several approaches to control for various forms of endogeneity and selection bias. Our empirical results suggest that (i) the wage penalty for married women's career interruptions increased from 40.4% to 73.7% over the period, (ii) the ratio of the wage penalty for married women to that of married men also increased, from 1.33 to 2.43, (iii) Blinder–Oaxaca decompositions show that changes in education- or occupation-specific wage penalties account for most of the wage penalty increase.     

Regional Efficiency Wages: Are They a Source of Real Earnings Differentials?

This paper investigates the role of spatial efficiency wage premiums as a partial explanation for both inter-industry and geographic wage differentials. The empirical approach is based on an analysis of panel data for six select manufacturing industries operating within specific (U.S.) states. Besides testing for the existence of a regional "wage curve," this research adds to the evidence on traditional determinants of spatial wage differentials. An explicit treatment of regional cost-of-living conditions is unique to the analysis; also, industry wage structures are accounted for in explaining regional wage differences. The findings here contribute to an initial body of evidence on regional efficiency wages. The empirical evidence indicates that the relationship between regional wages (nominal or real) and the local unemployment rate is much more complex than implied by the wage curve.     

RETURN TO EXPERIENCE AND INITIAL WAGE LEVEL: DO LOW WAGE WORKERS CATCH UP?

This paper estimates the relationship between initial wage and return to experience. We use a Mincer‐like wage model to non‐parametrically estimate this relationship allowing for an unobservable individual permanent effect in wages and unobservable individual return to experience. The relationship between return to experience and unobservable individual ability is negative when conditioning on educational attainment, while the relationship between return to experience and educational attainment is positive. We link our findings to three main theories of wage growth, namely search, unobserved productivity and learning, and human capital. We devise several empirical tests in order to separate the theories. We find evidence in favor of the unobserved productivity and learning model and mixed evidence regarding the search model. We find no evidence in support of the human capital model. Copyright © 2013 John Wiley & Sons, Ltd.     

The Spatial Effects of Wage or Property Tax Differentials, and Local Government Choice between Tax Instruments

This paper considers the spatial effects (on wages, employment, and business capital as functions of location) of a localized differential in source-based wage tax rates or business property tax rates between (for example) a central city and the surrounding suburbs. A simple model is used in which business production uses only labor and capital inputs. Consumers have fixed residential locations but may commute to work. Wage and property tax differentials have effects that are similar in some ways but different in other ways. If given a choice, a local government would choose to set its business property tax rate equal to zero and use only a wage tax.     

Job security and employee well-being: Evidence from matched survey and register data

We examine the effects of establishment- and industry-level labor market turnover on employees' well-being. The linked employer-employee panel data contain both survey information on employees' subjective well-being and comprehensive register-based information on job and worker flows. We test for the existence of compensating wage differentials by explaining wages and job satisfaction with average uncertainties, measured by an indicator for a high excessive turnover (churning) rate. The results are consistent with the theory of compensating wage differentials, since high uncertainty increases real wages, but high uncertainty has no effect on job satisfaction while not controlling for wages.     

From the dark end of the street to the bright side of the road? The wage returns to migration in Britain

We examine the impact of internal migration in Britain on the growth in men's hourly wages using nationally representative panel data. To do this we compare wage outcomes for migrants against different control groups, and explicitly allow for the potential endogeneity of the migration decision. Our results demonstrate the existence of a wage growth premium to migration. The size of this premium depends on any associated job mobility and the reason for migration, and is largest for continuously employed men who migrated for job related reasons. The wage profiles of migrants and other workers diverge substantially in the two years post-migration.     

Language and urban labor market segmentation: Theory and evidence

I propose a language theory of labor market segmentation. People of different language origins form separate urban labor submarkets and can switch between submarkets. Two types of wage differentials emerge, namely the Within-Labor-Market Wage Gap and the Within-Language-Group Wage Gap. The average wage in each market and a worker’s choice of the labor market depend on the population sizes of the relevant groups. These implications are tested using the 2001 Census of Canada Public Use Microdata. A unique feature of these data is the reported work language, which helps me to identify labor market segments. The empirical evidence supports my theory.     

A search interpretation of the family gap

This paper proposes a general equilibrium search model to investigate what is known as the family gap: wage differentials between mothers and non-mothers. In the human capital literature a substantial amount of the family gap is left unexplained after controlling for schooling and experience. This paper suggests that differences in labor market behavior between mothers and non-mothers are an important factor in explaining the family gap. For college graduates, estimation results show that employed mothers search 70% less than non-mothers and more than 50% of the family gap can be explained by the labor market behavior differences between mothers and non-mothers. Such differences, however, can not explain the family gap for high school graduates.     

Empirical evidence on occupation and industry specific human capital

This paper presents instrumental variables estimates of the effects of firm tenure, occupation specific work experience, industry specific work experience, and general work experience on wages using data from the 1979 Cohort of the National Longitudinal Survey of Youth. The estimates indicate that both occupation and industry specific human capital are key determinants of wages, and the importance of various types of human capital varies widely across one-digit occupations. Human capital is primarily occupation specific in occupations such as craftsmen, where workers realize a 14% increase in wages after five years of occupation specific experience but do not realize wage gains from industry specific experience. In contrast, human capital is primarily industry specific in other occupations such as managerial employment where workers realize a 23% wage increase after five years of industry specific work experience. In other occupations, such as professional employment, both occupation and industry specific human capital are key determinants of wages.     

The effect of trade and FDI on inter-industry wage differentials: The case of Mexico

Taking advantage of the liberalization process under NAFTA, this paper assesses the relative importance of the degree of trade openness and Foreign Direct Investment (FDI) in explaining inter-industry wage differentials for the case of Mexico. Using INEGI's National Survey of Urban Employment for the period 1994–2004, the empirical analysis is conducted on two stages. In the first stage, individual wages are regressed on worker characteristics, job and firm attributes, informality and a set of federal entity and industry indicators. In the second stage, inter-industry wage differentials (derived from the coefficient estimates of the industry indicators) are regressed on trade and FDI variables. The main findings show that trade openness does not have a statistically significant effect on inter-industry wage differentials, whereas for the case of FDI, a positive nonlinear relationship is found to exist.     

A gender wage gap decomposition for matched employer–employee data

In this paper we evaluate the extent to which the gender wage gap in the Finnish manufacturing sector is attributable to within-job wage differentials, sex differences in individual qualifications, and disproportionate concentration of women in lower-paying firms and lower-paying jobs within firms. We use matched employer–employee data to compare wage differentials between similarly qualified female and male workers who are doing similar work for the same employer. Our modelling approach employs a correlated random effects specification to account for the hierarchical grouped structure of the underlying data.     

Monopoly, Monopsony, and Union Strength and Local Market Wage Differentials

A bstract . The study of the influence of product market monopoly, local labor market monopsony , and union strength on market wage differentials is the purpose of this paper. Accordingly, the related theoretical propositions are examined, synthesized and extended to explain more fully observed variations in local labor market wages. In contrast to previous investigations, this study considers several varied occupations at once, encompasses nineteen different two digit SIC industries , and computes market wage data using observations on individuals from the 1970 census. The results indicate that the extent of unionism and employer monopsony contribute significantly to the explanation of market wage differentials, while the product market concentration , and its interaction with unionism does not.