We provide comprehensive evidence on the consequences of automation and offshoreability on the career of unemployed workers and the role of public policies. Using almost two decades of administrative data for Austria, we find that risk of automation is reducing the job finding probability; a...

We show that providing publicly available wage information in vacancies, so-called external pay transparency, can reduce the gender wage gap. There is an increasing interest in pay transparency policies as a tool to combat unequal pay. We exploit a reform of Austria’s Equal Treatment Law to...

According to Becker's (1957) famous theory on discrimination, entrepreneurs with a strong prejudice against female workers forgo profits by submitting to their tastes. In a competitive market their firms lack efficiency and are therefore forced to leave. We present new empirical evidence for...

In this paper we investigate the relationship between females among the first hires of start-up companies and business success. Our results show that firms with female first hires have a higher share of female workers at the end of the first year after entry. Further, we find that firms with...

This paper presents a meta-analysis of recent microeconometric evaluations of active labor market policies. Our sample consists of 199 program estimates drawn from 97 studies conducted between 1995 and 2007. In about one-half of these cases we have both a short-term impact estimate (for a...

We present a meta-analysis of impact estimates from over 200 recent econometric evaluations of active labor market programs from around the world. We classify estimates by program type and participant group, and distinguish between three different post-program time horizons. Using meta-analytic...