reassessing the gender wage gap in madagascar does labor force attachment really matter abstract in the labor economics literature it has been argued that differences in labor force attachment across gender are important to explain the extent of the gender wage gap however measures of women s work experience are particularly prone to errors given discontinuity in labor market participation using proxy measures such as potential experience may lead to biased estimates of the returns to human capital such biases cannot be ignored since these returns are used in the standard decomposition techniques to measure the extent of gender based wage discrimination by matching two original surveys conducted in madagascar in 1998 a labor force survey and a biographical survey we built a unique data set that enabled us to combine the original information gathered from each of them particularly the earnings from current employment and the entire professional trajectories our results lead to a reassessment of the returns to human capital as potential experience always exceeds actual experience for b

interrupted work careers depreciation and restoration of human capital the quantitative effects and even the existence of a human capital depreciation phenomenon have been a subject of controversy in the recent literature prior work however was largely cross sectional and the longitudinal dimension if any was retrospective using longitudinal panel data on married women in nls we have now established that real wages at reentry are indeed lower than at the point of labor force withdrawal and the decline in wages is greater the longer the interruption another striking finding is a relatively rapid growth in wages after the return to work this rapid growth appears to reflect the restoration or repair of previously eroded human capital the phenomenon of depreciation and restoration is also visible in data for immigrants to the united states however while immigrants eventually catch up with and often surpass natives returnees from the nonmarket do not fully restore their earnings potential

wages experience and seniority in this paper we study the sources of wage growth we identify the contribution to such growth of general sector specific and firm specific human capital our results are interpretable within the context of a model where the returns to human capital may be heterogeneous and where firms may offer different combinations of entry level wages and firm specific human capital development we allow for the possibility that wages are match specific and that workers move jobs as a result of identifying a better match to estimate the average returns to experience sector tenure and firm specific tenure within this context we develop an identification strategy which relies on the use of firm closures our data source is a new and unique administrative data set for germany that includes complete work histories as well as individual characteristics we find positive returns to experience and firm tenure for skilled workers the returns to experience for unskilled workers are small and insignificant after 2 years of experience their returns to sector tenure are also zero however their returns to firm tenure are substantial in this paper we study the growth of wages of young workers in germany knowing the extent and reasons for individual wage growth over the life cycle is important for a number of areas in economics just to mention two examples first it is a key element to understanding and designing active labour market programmes many such programmes offer temporary and often subsidized work opportunities examples are the new deal in the u k and the swedish programmes as well as a number of programmes in germany these programmes are based on the assumption that general skills are sufficiently enhanced while working so as to render the workers employable without a wage subsidy thus the success of these programmes depends on how skills improve on the job for the target population and whether this skill enhancement is transferable across jobs second it is a key to understanding the benefits and costs of job mobility this in turn matters for a number of policy issues including the design of pension policies relating for example to final salary schemes as a result of this widespread interest a large body of empirical research has focused on obtaining estimates for the returns of experience and seniority 1 our study uses a new and unique administrative data set with a number of features that are important for our analysis and allow us to avoid many problems encountered in earlier work in this field in our model wages grow due to learning by doing which may be heterogeneous across individuals moreover since firms offer different career profiles and because we allow for match specific effects on wages investments take the form of searching for the firm with the most desirable learning by doing characteristics career structure 2

panel estimates of male female earnings functions this paper applies single and simultaneous equation fixed effects fe and random effects re panel data estimation techniques to obtain male and female earnings function parameters using the panel study of income dynamics psid the paperfinds that earnings appreciation with experience and depreciation with labor market intermittency are comparable for men and women further skill atrophy rates increase not decrease once one controls for heterogeneity and endogeneity finally the unexplained male female wage differential declines from 40 percent to 20 percent when one adjusts for heterogeneity adjusting for endogeneity depends very much on the choice of instruments however when adjusting for endogeneity the gender earnings gap falls and approaches zero percent these results hold for two separate subsamples so that the estimates appear robust independent of sample selectivity

the gender wage gap in three african countries this study examined the size and determinants of the gender wage gap in ethiopia uganda and the ivory coast the analysis includes decomposition of wage differences and sector decomposition by gender using oaxaca and neumark methods data were obtained from the 1990 survey of adolescent fertility reproductive behavior and employment status of youth in urban ethiopia the 1985 1986 and 1987 ivory coast living standards surveys and the 1992 integrated survey of uganda the samples were restricted to urban population the sample population was aged 15 59 in the ivory coast and uganda and 15 30 years in ethiopia the analysis focused on uncorrected estimates index problems that were encountered in uganda suggest caution in drawing inferences decomposition varied widely across the 3 countries there were substantial gender wage differences in uganda and ethiopia which are attributed to wage generating characteristics neumark interpretations suggest that favoritism of men and discrimination against women were equally important in ethiopia while discrimination against women was key in uganda gaps by sector were wider in the private sector in ethiopia comparable in uganda and wider in the public sector in the ivory coast the processes that accounted for sector wage gaps by gender varied between countries the wage gap appears narrower in descriptive statistics which shows that women were overrepresented in the better paid public sector the gender gaps in ethiopia and ivory coast would be 17 and 20 greater respectively if men and women were equally allocated by sector in uganda sector equity would increase the gap by 5

marriage motherhood and wages we explore several problems in drawing causal inferences from cross sectional relationships between marriage motherhood and wages we find that heterogeneity leads to biased estimates of the direct effects of marriage and motherhood on wages i e effects net of experience and tenure first difference estimates reveal no direct effect of marriage or motherhood on women s wages we also find statistical evidence that experience and tenure may be endogenous variables in wage equations instrumental variables estimates suggest that both ordinary least squares cross sectional and first difference estimates understate the direct negative effect of children on wages

do wages rise with job seniority a reassessment the authors provide new estimates of the return to job seniority using a dataset similar to that employed in joseph altonji and robert shakotko do wages rise with job seniority review of economic studies 1987 and robert topel specific capital mobility and wages journal of political economy 1991 they consider the strengths and weaknesses of these studies treatment of economy wide trends their dating conventions for tenure and wages their handling of wage observations that might span multiple jobs and their estimation approaches re estimation points to an effect often years of tenure on the log wage equal to 11 which is above the preferred estimate of altonji and shakotko but far below that of topel changes in earnings distributions and in the employment relationship motivate the examination of more recent data perhaps surprisingly the return to tenure has probably increased over time

early career work experience and gender wage differentials we estimate a wage model that includes an array of variables measuring the fraction of time worked during each year of the career this array fully characterizes past employment experience regardless of how sporadic it has been our model yields substantially higher estimated returns to experience and lower returns to tenure than do models that measure experience cumulatively and use the standard quadratic functional form we find that the data reject the standard model but fail to reject our model furthermore we find that 12 of the male female wage gap is due to differences in the timing of work experience

women s urban labour market status in developing countries how well do they fare in khartoum sudan this article examines the insertion of women in the formal sector labour market in urban khartoum sudan in order to explain their inferior employment status in one particular developing country environment a number of hypotheses are tested drawing upon recent labour market theoretical developments and econometric techniques from the literature which have had limited previous applications in third world settings particularly in africa our findings indicate that occupational segregation rather than pay discrimination is primarily to blame for observed wage differentials suggesting that well intentioned equal pay laws will do little to reduce the earnings gap

sex related wage differentials and women s interrupted labor careers the chicken or the egg wage differentials between men and women are often attributed to differences in on the job training the lower investment of women being explained by their plans to interrupt their careers for family reasons career interruptions however are often explained by low wages to trace this interrelationship i adopt a simultaneous equations approach trying to explain wages planned separations on the job training and the skill intensity of the job simultaneously skill intensity is found to be a key variable in the explanation of the wage differential traditional theory is hard pressed to explain the sex related differences in this variable

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

gender discrimination in the british labour market a reassessment survey wes the wes is the first british survey to collect detailed work histories and earnings data for a nationally representative sample of british women therefore for the first time estimates of discrimination based on real work experience data are presented a number of the earlier studies use data from the general household survey which does not collect actual work experience data they have been forced to use potential work experience or imputed experience in their wage equations this paper compares estimates based on potential or imputed experience with those based on actual experience using wes data our analysis finds that estimates of the parameters of a women s earnings function and a summary measure of gender discrimination using a measure of imputed experience differ little from those based on actual experience indeed our estimates of gender discrimination are very robust to estimation method and only slightly higher than miller s i987 estimate for i980 these estimates indicate that the oft quoted and influential study by zabalza and arrufat i 982 i 985 which pioneered the use of imputed experience severely underestimated the level of gender discrimination and exaggerated the impact

why the gender gap in wages narrowed in the 1980s since 1976 the gender gap in wages on average declined by about 1 per year this article focuses on identifying the factors underlying this trend three data sets are analyzed the current population survey the panel study of income dynamics and the national longitudinal survey we find that convergence in measurable work related characteristics schooling and work experience explains one third to one half the narrowing the remainder is attributable to a relative increase in women s returns to experience as well as to declining wages in blue collar work and other factors

the racial wage gap the importance of labor force attachment differences across black mexican and white men labor market attachment differs significantly across young black mexican and white men although it has long been agreed that potential experience is a poor proxy for actual experience for women many view it as an acceptable approximation for men using the nlsy this paper documents the substantial difference between potential and actual experience for both black and mexican men we show that the fraction of the black white and mexican white wage gaps that are explained by differences in potential experience are quite different from the fraction of the racial wage gaps that are explained by actual real experience differences

employers discriminatory behavior and the estimation of wage discrimination this paper considers the linkage of empirical estimates of wage discrimination between two groups introduced by oaxaca 1973 to a theoretical model of employers discriminatory behavior it is shown that conditional on different assumptions about employers discriminatory tastes oaxaca s estimators of wage discrimination can be derived that the approach is more generally useful is demonstrated by deriving an alternative estimator of wage discrimination based on the assumption that within each type of labor e g unskilled skilled the utility function capturing employers discriminatory tastes is homogeneous of degree zero with respect to labor inputs from each of the two groups the estimators are compared empirically in an application to male female wage differentials

labor market discrimination against hispanic and black men h ispanic american men have lower average wage rates than white non hispanics in 1975 the average white non hispanic male wage earner in the united states earned 5 97 an hour mexican men earned 4 31 72 as much as white non hispanics puerto rican men earned 4 52 76 as much and cuban men earned 5 33 89 as much as white non hispanics by way of comparison black men s average wages in 1975 were 4 65 78 of the white male wage several possible reasons for the hispanics lower wages come to mind among them are age and education geographic location immigration language difficulties and discrimination for example as shown in table 1 mexicans and puerto ricans are younger on average than the white non hispanic population and earnings tend to rise with age hispanics have lower average levels of education than white non hispanics and wages are positively associated with education many mexican americans live in the southwest where prices are relatively low moreover hispanics are more likely to be recent immigrants and to lack fluency in english than white non hispanics and so to be at a disadvantage in the labor market in addition there is a widespread belief that hispanics suffer from employment discrimination and cannot obtain the wages that their human capital would command if they were non hispanic whites how much of the wage differentials described above are due to each of these factors and to other inter group differences in wage related characteristics in particular how much impact does labor market discrimination have on the average hispanic man s wage and how does this compare with discrimination against blacks this paper provides answers to these questions a few other efforts have been made to analyze the relative earnings of hispanic and white nonhispanic men using 1960 and 1970 census data fogel 1966 poston and alvirez 1973 poston alvirez and tienda 1976 long 1977 and gwartney and long 1978 we use more recent data from the 1976 survey of income and education this data set enables us to measure wage rates more accurately and to specify the wage function more completely than does the census unlike previous analysts in estimating the wage function we take account of possible selectivity bias due to the distinction between average wage offers and average observed wages thus we hope to obtain a more accurate and up to date measure of labor market discrimination against hispanic men section ii explains the method used to separate the minority white non hispanic wage differential into the portions due to differences in average characteristics and the portion due to differences in unobserved factors and discrimination taking into account the possibility of selectivity bias in the observed wage sample section iii describes the data used in the study and the specification of the wage equation the breakdown of the observed wage differentials into components due to differences in participation in the wage and salary sector local price levels average characteristics and discrimination are presented in section iv section v summarizes our findings and discusses their implications for efforts to improve the economic situation of hispanics in the united states

export processing zones in madagascar a success story under threat summary the success of export processing zones or the zone franche in madagascar since 1990 is with the exception of mauritius an isolated and unknown case in africa this paper based on first hand data explains that the zone franche has had a highly significant macroeconomic impact in terms of exports and jobs we show that average wages in the zone franche are equivalent to the other formal activity sectors other things being equal and that labor standards there are higher than average the zone franche quickly recovered from the 2002 crisis and has benefited a great deal from agoa the final phase out of the multi fibre arrangement in 2005 is expected to have a negative impact on the zone franche

political solutions to market problems for some market failures serve as a rationale for public intervention however the fact that self interested market behavior does not always produce felicitous social consequences is not sufficient reason to draw this conclusion it is necessary to assess public performance under comparable conditions and hence to analyze self interested political behavior in the institutional structures of the public sector our approach emphasizes this institutional structure warts and all and thereby provides specific cautionary warnings about optimistic reliance on political institutions to improve upon market performance

on the decomposition of wage differentials the often used method for decomposing wage differentials into human capital and discrimination components is reformulated so that both t he disadvantage or cost discrimination it imposes on a black or minority wage earner and the advantage or benefit it bestows on a white or majority wage earner can be estimated copyright 1988 by mit press

income distribution and the process of development abstract this paper examines the evolution of the role of income distribution in the process of development it presents a unified model that encompasses the transition between distinct regimes that have characterized the relationship between income inequality and the process of development this unified modeling provides an intertemporal reconciliation for conflicting viewpoints about the effect of inequality on economic growth the classical approach which argues that inequality stimulates capital accumulation and economic growth and the modern approach which suggests in contrast that for sufficiently wealthy economies equality stimulates investment in human capital and economic growth

sources of bias in women s wage equations results using sibling data we use data on sisters to jointly address heterogeneity bias and endogeneity bias in estimates of wage equations for women this analysis yields evidence of biases in ols estimates of wage equations for white and black women some of which are detected only when the two sources of bias are addressed simultaneously for both white and black women there is evidence of upward bias in the estimated returns to schooling bias corrected estimates of the effect of marriage on wages for white women suggest a positive marriage premium we also use the sibling data to identify our models and test a number of other commonly used identifying assumptions as overidentifying restrictions