Documents Rycx, François 39 results

"We provide first evidence regarding the direct effect of over‐, required, and undereducation on the bottom lines of firms across work environments. We use detailed Belgian linked employer–employee panel data, rely on the methodological approach pioneered by Hellerstein et al. (1999), and estimate dynamic panel data models at the firm level. Our findings show an ‘inverted L' profitability profile: undereducation is associated with lower profits, whereas higher levels of required and overeducation are correlated with positive economic rents of roughly the same magnitude. The size of these effects is amplified in firms experiencing economic uncertainty or operating in high‐tech/knowledge sectors."

"This article examines the impact of a firm's position in Global Value Chains (GVCs) on wages according to workers' origin. Based on a unique linked employer–employee dataset regarding the Belgian manufacturing industry covering the 2002–2010 timespan, our estimates show that firms that are more upstream in the value chain pay on average significantly higher wages. However, the wage premium associated with upstreamness is also found to be unequally shared among workers. Unconditional quantile regressions and decomposition methods suggest that high-wage workers born in developed countries benefit the most from being employed higher up the value chain, while workers born in developing countries appear to be unfairly rewarded."

"This paper is one of the first to use employer-employee data on wages and labor productivity to measure discrimination against immigrants. We build on an identification strategy proposed by Bartolucci (2014) and address firm fixed effects and endogeneity issues through a diff GMM-IV estimator. Our models also test for gender-based discrimination. Empirical results for Belgium suggest significant wage discrimination against women and (to a lesser extent) against immigrants. We find no evidence for double discrimination against female immigrants. Institutional factors such as firm-level collective bargaining and smaller firm sizes are found to attenuate wage discrimination against foreigners, but not against women."

"This article explores how the diversity of minimum wage systems affects earnings inequalities within European countries. It relies on the combination of harmonized microdata from household surveys, data on national statutory minimum wages and coverage rates and information on minimum rates compiled from more than 1100 sectoral-level agreements across Europe. The analysis covers 18 countries over the period 2007–2009. Empirical results confirm the intuition of many practitioners that the combination of sectoral minima and high collective bargaining coverage can be regarded as a functional equivalent of a binding statutory minimum wage, at least for earnings inequalities. Regression results suggest indeed that both a national statutory minimum and, in countries with sectoral minima, higher collective bargaining coverage is significantly associated with lower levels of (overall and inter-industry) wage inequalities and a smaller fraction of workers paid below prevailing minima. Several robustness checks confirm these findings."

"Minimum wages continue to stir controversial policy debates. This study contributes to a better understanding of minimum wages by providing a solid empirical assessment of minimum wage policies and their socio-economic consequences for a range of European countries. In addition to qualitative differences between minimum wage systems, the report documents international variations in the (absolute and relative) levels of minimum wages. An important contribution of the study is to provide a statistical panorama of the population of minimum wage earners. "

"This working paper examines wage differentials across sectors in Eastern and Western European countries using harmonised data from the 2002 European structure of earnings survey.The survey contains detailed information on wages, bonuses, age, education, sex, occupation, contracts, working time, sector and region. The findings show that there are large wage differentials between workers employed in different sectors. The results also suggest that wage differentials between sectors are significantly bigger in countries where wage bargaining is weakly coordinated and essentially organised at the firm or establishment level."

"This paper is one of the first to estimate how the region in which an establishment is located affects its productivity, wage cost and cost competitiveness (i.e. its productivity-wage gap). To do so, we use detailed linked employer-employee panel data for Belgium and rely on methodological approaches from both Hellerstein and Neumark (1995) and Bartolucci (2014) to estimate dynamic panel data models at the establishment level. Our findings show that interregional differences in productivity and wages are significant but vanish almost totally, both in industry and services, when controlling for a wide range of covariates, establishment fixed effects and endogeneity. Thus, our results suggest that wage cost and productivity differentials are ceteris paribus relatively well aligned across regions."

"The authors provide first evidence on whether the direct relationship between educational mismatch and firm productivity varies across working environments. Using detailed Belgian linked employer-employee panel data for 1999-2010, they find the existence of a significant, positive (negative) impact of over- (under-)education on firm productivity. Moreover, their results show that the effect of over-education on productivity is stronger among firms: (i) with a higher share of high-skilled jobs, (ii) belonging to high-tech/knowledge-intensive industries, and (iii) evolving in a more uncertain economic environment. Interaction effects between under-education and working environments are less clear-cut. However, economic uncertainty is systematically found to accentuate the detrimental effect of under-education on productivity."

"The authors use matched employer-employee panel data on Belgian private-sector firms to estimate the relationship between wage/productivity differentials and the firm's labor composition in terms of part-time work and gender. Findings suggest that the groups of women and part-timers generate employer rents but also that the origin of these rents differs (relatively lower wages for women, relatively higher productivity for part-timers). Interactions between gender and part-time work suggest that the positive productivity effect is driven by male part-timers working more than 25 hours, whereas the share of female part-timers is associated with wage penalties. The authors conclude that men and women differ with respect to motives for reducing working hours and the types of part-time jobs available to them: women often have to accommodate domestic constraints by downgrading to more flexible jobs, whereas male part-time work is frequently related to training and collectively negotiated reductions in hours that do not affect hourly pay. "