The impact of firm-provided training on productivity,wages, and transition to regular employment for workers in flexible arrangements

This paper examines the incidence and density of firm-provided training for workers in flexible work arrangements – i.e., non-regular employees who are working part-time or with fixed-term employment contracts – and analyzes the effect of this training on skills, productivity, and wage growth, using a unique survey of Japanese workers. Among non-regular employees, those who work on a full-time basis are found to receive a higher density of both on-the-job training (OJT) and off-the-job training (Off-JT). Participation in firm-provided training is shown to improve job skills and productivity, but does not appear to impact the wage growth of non-regular workers. However, training participation is shown to make the transition from non-regular to regular employment in the current occupation more likely, enhancing the probability of future wage increases.     

Gender Discrimination and Worker Selectivity: A Comparison of the Self-employed and Wage Earners

This study compares the size and nature of the gender earnings differentials for the self-employed and wage earners in Korea, taking into account the workers’ self-selection of each employment type. The two-stage estimates of the earnings equation, corrected for worker selectivity, are used to decompose the gender earnings differentials into productivity-related and discriminatory factors. Our results suggest that the size of the gender earnings gap is larger in the wage sector than in the self-employment sector, but not by large margin, and so is the discrimination effect when not controlled for worker selectivity. With worker selectivity controlled, the discrimination effect is greatly intensified in the wage sector, while it becomes not significant in the self-employment sector. These findings imply that the observed gender earnings gap in the wage sector is largely ascribed to discrimination against women, while the gender earnings gap in the self-employment sector is mostly due to productivity difference that, in part, is caused by worker selectivity.     

The impact of foreign direct investment in China on employment adjustments in Taiwan: Evidence from matched employer–employee data

Using a unique matched employer–employee dataset on Taiwanese manufacturing, we examine the impact of foreign direct investment in China on domestic employment adjustments controlling for firm and worker heterogeneity as well as for potential endogeneity of firms’ expansion in China. Our findings suggest that workers employed at firms with higher levels of investment in China are more likely to leave the firm, compared with workers at firms with zero or lower levels of investment in China. We provide evidence that foreign expansion in China decreases worker employment security at parent companies, particularly for low-skilled workers. Employment adjustments through employer-to-employer transitions are found to be highly associated with wage losses, with the strongest wage effects for low-skilled workers who shift employment between industries. Moreover, we find no evidence that FDI in China contributes to skill upgrading at parent companies.     

The Wage and Employment Dynamics of Minimum Wage Workers

This study uses panel data to examine the wage and employment dynamics of minimum wage workers. Compared with workers earning above the minimum, minimum wage workers are much more likely to be new entrants or to exit the labor market. Changes in industry, occupation, and access to job training are particularly important to improving the wages of minimum wage workers. Many minimum wage workers earn less than their potential wage temporarily because of nonwork circumstances that make higher-paying jobs less attractive.     

Real wages,investment and employment: New evidence from West German sectoral data

Real Wages, Investment and Employment: New Evidence from West German Sectoral Data. — Non-separable capital adjustment costs imply that investment directly affects the demand for labour and therefore justify not only the lagged dependent variable but also the presence of investment expenditures or Tobin’s valuation ratio Q in labour demand estimation. On this basis, the authors estimate a very parsimonious specification of demand for blue-collar workers in a panel of 32 West German industries. They find much larger short-run real wage employment elasticities than previous research, and robustly significant positive effects of investment or Tobin’s Q on labour demand.     

A distributional analysis of union-wage effects in South Africa: Evidence from panel data

This paper examines whether individual workers’ time-invariant unobservable characteristics influence estimates of the South African union wage premium across the length of the conditional wage distribution. It employs the 2001–7 South African Labour Force survey and a fixed effects quantile regression estimator. Results show a relatively large (small) wage premium at the bottom (top) of the conditional wage distribution when workers’ time-invariant unobserved characteristics are ignored. Accounting for this set of factors substantially reduces the wage premium at all points of the distribution. In fact, the wage premium becomes somewhat constant across the conditional wage distribution, suggesting that unions in South Africa have little wage compressionary effects.     

Public–private sector segmentation in the Pakistani labour market

This study investigates public–private sector wage differentials for male and female waged employees in Pakistan. This is done using latest nationally representative data from the Pakistan Living Standards Measurement Survey (PSLM) 2005. We adopt three methodologies to obtain robust estimates of the wage differential and the results reveal that public sector workers enjoy large wage premia. The gross pro-public wage differential is much larger for women than for men. Our findings also show that while private and public sector workers’ differing characteristics ‘explain’ a larger proportion of the private–public wage gap for men, this is not the case for women.     

Job tasks and wages in the Japanese labor market: Evidence from wage functions

Based on the microdata from the Basic Survey on Wage Structure and the original survey, we estimate the Mincerian wage function, incorporating job tasks, to examine the importance of job task wage premiums as well as long-term changes in the Japanese labor market. In the estimation, we found that the association between abstract tasks and wages is positive and that a one standard deviation increase in the abstract task scores was associated with a 21.2% wage premium, while that of routine and manual task wage premiums are negative. We also found that the total explanatory power of three task scores (routine, abstract, and manual tasks) is higher than that of the education dummies or the major occupation group dummies. We also confirmed two testable implications from the Roy model regarding the workers’ self-selection into occupations in the Japanese labor market. These findings are similar to those obtained by Autor and Handel (2013). On the other hand, we found no major changes between 2005 and 2016 in the coefficients of routine, abstract, or manual task scores as well as their explanatory powers in the wage function. We then observed that demand for labor increased in many occupations involving many non-routine or manual tasks, but at the same time, the supply of labor to those occupations also increased. Therefore, we discussed that the change in labor demand and supply may be one of the reasons for the stable relationship between job tasks and wages.     

Do Skill Mismatches Create a Wage Penalty? Alternative Estimates for Korea*

In this paper, we estimate the wage penalty of skill mismatches among young Korean workers using propensity score matching (PSM) and ordinary least squares (OLS) methods. OLS estimates suggest that a moderate wage penalty results from skill mismatches: 3.8 percent for men and 5.6 percent for women. In contrast, PSM estimates suggest a weakly significant wage penalty for men and women only when kernel matching (KM) is used, but not when nearest neighbor matching(NNM) or radius matching (RM) techniques are used. These results contradict the findings of previous studies and suggest that there may not be a substantial wage penalty associated with skill mismatches.     

Wage Returns to Schooling in Nigeria

Abstract: In the last two decades, primary and secondary school enrollment rates have declined in Nigeria while enrollment rates in post‐secondary school have increased. This paper estimates from the General Household Survey for Nigeria the private returns to schooling associated with levels of educational attainment for wage and self‐employed workers. The estimates for both men and women are small at primary and secondary levels, 2–4 percent, but are substantial at post‐secondary education level, 10–15 percent. These schooling return estimates may account for the recent trends in enrollments. Thus, increasing public investment to encourage increased attendance in basic education is not justifiable on grounds of private efficiency, unless investments to increase school quality have higher private returns. With high private returns to post‐secondary schooling, students at this level should pay tuition, to recoup more of the public costs of schooling, which may be redistributed to poor families through scholarships.     

企业社会责任视角下的珠三角民工荒——劳动和社会保障部《关于民工短缺的调查报告》引发的思考

本文从企业社会责任的新理念视角分析了珠三角民工荒的深层次原因。珠三角劳动密集型企业要想长远地改变"民工荒",就要从企业社会责任的新理念视角去思考,从企业自身做起,把工人真正作为企业的相关利益人来看待,不仅要提高民工的待遇,而且要提高企业的管理水平和产品的技术含量,在产业升级的大背景下,用感情和文化来留住员工,让员工有家的感觉,有归属感。     

Labor Market Discrimination Against Men with Disabilities in the Year of the ADA

The Americans with Disabilities Act (ADA) provides civil rights protections to persons with disabilities, but the debate that preceded passage of the Act was not based on empirical estimates that could be used to measure its performance. This article estimates the extent of wage discrimination against men with disabilities in 1990, providing a reference that can be used to evaluate the impact of the ADA. The results show large productivity-standardized wage differentials between disabled and nondisabled men that are weakly correlated with the strength of prejudice against different impairments. Physical limitations explain part, but not all, of the wage differentials. The results also show that low employment rates are a more serious problem than wage discrimination for workers with disabilities.     

Institutional wage-setting,labour demand and labour supply: Causal estimates from a South African pseudo-panel

Unemployment in South Africa has multiple causes. This article uses a district pseudo-panel to estimate the elasticity of labour demand, labour supply and unemployment with respect to wages. We assess whether hiring decisions are more sensitive to increases in wages of low-paid workers than high-paid workers, and whether wage growth prompts entry into the labour market. These channels combine to result in the positive causal effect of wage growth on unemployment. The research investigates whether these effects are dominated by districts in which unionisation rates are high and employment is concentrated in large firms. Wage growth of middle-paid to highly paid workers – as opposed to low-paid workers – reduces local labour demand and raises local unemployment. Bargaining arrangements correspond closely to the spatial wage distribution; in turn, a large part of the impact that wage growth has on labour market outcomes is determined by these wage-setting institutions.     

Changes in the stock of on-the-job training,race, and wage growth

This article analyzes the rate of return to on-the-job-training (OJT) investment and in particular, the different rates of return faced by whites and nonwhites. Using data from thePanel Study of Income Dynamics (PSID) on tenure on a particular job and on the amount of time necessary for the average person to become fully trained on that job, I estimate the amount of training (in months) acquired by each individual on each job held. Log wage growth is then regressed on changes in the stock of training the individual held with the current firm. In one specification, changes in the stock of training are interacted with race dummies. The results suggest that the rate of return to an additional month of training is actually higher for nonwhites than for whites.     

Global Outsourcing and Wage Inequality in Middle-Income Countries: Evidence from South Korea

A substantial number of studies have suggested that global outsourcing can induce wage inequality. As Feenstra and Hanson [(1996a) Foreign investment, outsourcing, and relative wage, in: R. C. Feestra, G. M. Hanson, and D. A. Irwin (Eds.) Political Economy of Trade Policy: Essays in Honor of Jagdish Bhagwati (Cambridge: The MIT Press), pp. 89–127] argued, global outsourcing is comparable to skill-biased technological change in that global outsourcing is more likely to increase the wage of skilled workers rather than their unskilled counterparts. We examine the effects of outsourcing on wage of skilled and unskilled workers in Korea's manufacturing sector with a focus on the dissimilar effects of outsourcing to developed countries (DCs) and less developed countries (LDCs) on relative wage. The results of system and difference GMM estimation based on manufacturing data from 1992 to 2006 indicate that outsourcing to DCs and LDCs have opposite (and significant) effects on relative wage, that is, outsourcing to DCs (LDCs) decreases the wage of skilled (unskilled) workers.     

The gender wage gap in Myanmar: Adding insult to injury?

Using two surveys from 2017, we analyze the gender wage gap for urban workers in Myanmar. We start from a standard wage equation and condition on education, experience, health and a small set of household demographic attributes. Subsequently we control for differences in occupational choice and sector of employment. We estimate the models with sample selection correction and this leads to estimated average wage offers that are lower than the observed average wages for women. Selection into wage work results in a workforce where female wage-workers have higher levels of education compared to their male counterparts. However, average wages for female workers continue to be 29% lower than male average wages. Differences in observable attributes do not account for this gap. Instead, it is associated with a lower base wage and lower remuneration of women’s experience. Going beyond the traditional decomposition methods, we utilize our matched employer–employee survey to generate exact comparisons of female and male production workers with equal levels of education and experience, employed in the same enterprises. Even in this setting, we find a gender wage gap of 13%. Our analysis thus indicates discrimination against women in Myanmar’s labor markets.     

Active labour market policies and job tenure

In this paper, we study the effect of subsidised on-the-jobtraining, training for the unemployed and pure wage subsidieson job tenure. Correcting for selection biases, we find thateach of the labour market policies increases the length of jobtenure. Despite the sensitivity of the estimates to the parametricassumptions with respect to the unobservables, the effect ofsubsidised on-the-job training schemes is always found to besignificantly positive. Training programs for the unemployedand pure wage subsidies always have a positive, but statisticallynon-significant effect Our results provide some support forhuman capital theories as opposed to matching theories.     

Wage Compensation for Job Risks: the Case of Hong Kong

The paper provides an estimate of wage compensation for fatal job risk in Hong Kong. It uses the 1991 Population Census of Hong Kong merged with job fatality data collected by the Labour Department. The results show that there is a positive and significant compensating wage differential for job fatal risk for manual workers in Hong Kong. The estimated 'statistical value of a life' is approximately HK$10.8m in 1990 prices (about US$1.4m). While this figure is somewhat lower than many estimates for developed countries, it is much higher than workers' compensation.     

Minimum Wages,On-the-Job Training,and Wage Growth

Using data from the Employment Opportunities Pilot Project, we examine the relationships between minimum wages, wage growth, and on-the-job training. We find that minimum wage jobs exhibit less wage growth than other jobs, particularly for men. We find no evidence, however, of a unique minimum wage effect on training opportunities. We conclude that indirect methods of proxying training with wage growth can be misleading as they fail to distinguish whether the reduced wage growth of workers on minimum wage jobs results from their receiving less training than other workers or whether it is strictly a result of the wage determination process.