Recent studies have proposed causal machine learning (CML) methods to estimate conditional average treatment effects (CATEs). In this study, I investigate whether CML methods add value compared to conventional CATE estimators by re-evaluating Connecticut's Jobs First welfare experiment. This...

This paper aims to study the evolution in the age composition of males' employment in the aftermath of the public sector downsizing in the 1990s -during the Economic Reform and Structural Adjustment Policies - and the new labor law in 2003. This answers the question of whether young (15-29) and...

Nigeria has experienced bouts of violent conflict in different regions over the last few decades leading to significant loss of life. In this paper, we explore the potential short and accumulated long term effects of such conflict on labor supply of agricultural households. Using a nationally...

We investigate the explanatory factors that have contributed to changing wealth levels and the gender wealth gap in Germany over the period 2002-2012. In particular, we analyze the role of changes in labor supply, permanent income, portfolio composition, and marital status on wealth...

We study the effect of childbirth and its timing on female labour market outcomes in Italy. The impact on yearly labour earnings and participation is traced up to 21 years since school completion by estimating a factor analytic model with dynamic selection into treatments. We find that...

Nudge is about affecting behavior in a certain way through small changes to the choice architecture. However, a nudge may also affect behaviors that the architect did not intend. We show that such spillover effects exist in a highly policy relevant context where the use of nudge is widespread;...

This paper investigates the causal effects of agglomeration on hours worked by the self-employed. The IV estimations instrument for urbanization and localization using the minimum distance from the work Public Use Microdata Area centroid to the United States' coastlines and estimated industry...

We investigate the impact of a policy reform, which introduced free formal personal care for all those aged 65 and above, on caregiving behaviour. Using a difference-indifferences estimator, we estimate that the free formal care reduced the probability of co-residential informal caregiving by...

This paper develops a unified model of dual and unitary job holding based on a Stone-Geary utility function. The model incorporates both constrained and unconstrained labor supply. Panel data methods are adapted to accommodate unobserved heterogeneity and multinomial selection into 6 mutually...

The case for NIT+FT in Europe. An empirical optimal tWe present an exercise in empirical optimal taxation for European countries from three areas: Southern, Central and Northern Europe. For each country, we estimate a microeconometric model of labour supply for both couples and singles. A...