We evaluate the impact of hiring subsidies for unemployed jobseekers in Wallonia, the Frenchspeaking region in the south of Belgium. The special feature of these subsidies is that they are more readily available for low-educated youths, who are eligible from registration as a jobseeker or a few...

This article introduces the metaphor of the iceberg in the labour market. While policy in most OECD countries has historically focussed on reducing unemployment (the tip of the iceberg), the group of inactive people (below the waterline) is much larger. Therefore, we point to the clear...

We use (donut) regression discontinuity design and difference-in-differences estimators to estimate the impact of a one-shot hiring subsidy targeted at low-educated unemployed youths during the Great Recession recovery in Belgium. The subsidy increases job-finding in the private sector by 10...

Popular approaches to building data from unstructured text come with limitations, such as scalability, interpretability, replicability, and real-world applicability. These can be overcome with Context Rule Assisted Machine Learning (CRAML), a method and no-code suite of software tools that...

We present a meta-analysis on the debate about the "stepping stone vs. dead end" hypothesis related to the causal effect of temporary jobs on future labour market performances. We select academic papers published on international peer-reviewed journals from 1990 until 2021. Among 78 observations...

This study explores what determines employers' violations of the wage contracts of workers on H-1B temporary work visas, which occur when firms pay those workers below the promised prevailing or "market" wage. A theoretical framework is proposed that predicts more violations during economic...

Local labour market concentration may influence firms' employment responses to minimum wages. We evaluate this hypothesis using comprehensive 1998-2007 data on China's manufacturing sector and about 1,400 hand-collected county-level minimum wages. We find that, consistently with monopsony views,...

In 2012 a labour market reform, known as Fornero Law, substantially reduced firing restrictions for firms with more than 15 employees in Italy. The results from a difference in regression discontinuities design that compares firms below versus those above the cut-off before and after the reform...

During the last decade, unemployment in Greece climbed up to 28%, almost quadrupling due to the economic crisis that hit Greece. In the present paper, we examine the determinants of the unemployment dynamics and the impact of the minimum wage on the probability of making a transition into and...

This study examines the influence of the statutory minimum wage on labor demand elasticities regarding low-skilled workers. For this, a regression discontinuity analysis is conducted using company panel data from 2013 to 2018. In addition, a possible endogeneity of the remuneration for...