We apply an innovative technique to allow for differential effects of physical appearance across the wage distribution, as traditional methods confound opposing effects. Counterfactual wage distributions constructed using distribution regression,show that unattractive women are more likely to...

We propose two semiparametric estimators of the dose-response function based on spline techniques. Under uncounfoundedness, the generalized propensity score can be used to estimate dose-response functions (DRF) and marginal treatment effect functions. In many observational studies treatment may...

This paper considers new 'distributionally sensitive' summary measures of wage differentials, not solely determined by "the average wage of the average person" but by differences across complete wage distributions. Considerations of risk or inequality aversion in the assessment of wage...

This paper exploits data from the German Socio-Economic Panel (SOEP) to re-examine the gender wage gap in Germany on the basis of inequality-adjusted measures of wage differentials which fully account for gender differences in pay distributions. The inequality-adjusted gender pay gap measures...

In many observational studies the treatment may not be binary or categorical, but rather continuous in nature, so focus is on estimating a continuous dose-response function. In this paper we propose a set of Stata programs to semiparametrically estimate the dose-response function of a continuous...

Due to the lack of consistent data, direct and robust comparisons of cross-country labour markets have been virtually impossible. This study uses a new panel data series that controls for inconsistencies, thus overcoming this problem. This study estimates gender wage differentials and gender...

This paper investigates the gender wage gap in Denmark, the Netherlands, France and Spain by boostrapping the Oaxaca-Blinder decomposition. The boostrap method is used to compute confidence intervals and to perform hypothesis tests for the (disaggregated) explained and unexplained components of...

We provide the first-ever estimates of wage discrimination against workers with sensory (hearing, speech, vision) disabilities. Workers with sensory disabilities have lower probabilities of employment and lower wages, on average, than nondisabled workers. Their poor labor market outcomes are...

The study compares the labor market experience of men with disabilities before and after the Americans with Disabilities Act of 1990. The handful of studies that have focused on the wage impact of disabilities have either not fully incorporated the probability of employment into the analysis or...

Ce papier se propose de mettre en exergue les facteurs qui expliquent pourquoi des chefs de ménage maliens objectivement non pauvres se déclarent subjectivement pauvres. Pour ce faire, l’étude exploite des données de l’Enquête Légère Intégrée auprès des Ménages (ELIM 2006). Il...