Digitization has spurred interest in the potential of statistical profiling to improve the targeting of active labor market policies. Despite growing adoption, empirical evidence on the effectiveness of such profiling in program allocation is scarce. We evaluate a semi-automated statistical...

This study estimates and decomposes recruitment elasticity, a key measure of employer market power, across job-matching stages using data from Japan's largest job-matching intermediary. On average, recruitment elasticity is negative but not statistically significantly different from zero....

This paper evaluates a hiring subsidy for lower-educated youths in Flanders (Belgium) that reduced labour costs by approximately 13% for a period of two years, starting in 2016. Using a donut Regression Discontinuity Design, we find no evidence that the subsidy improved the job finding rate of...

Searching for jobs is challenging, and online platforms now often offer tailored job recommendations. In a randomized controlled trial with over 1,250 participants, we evaluate recommendations based on prior experience or based on skill profiles assessed at study enrolment. We find that, on...

Economic growth and job creation remain key challenges for Jordan, where the economy has only grown by an annual average of 2.5 percent over the past decade. Unemployment is persistently high (22.3 percent in 2023), particularly for youth (46.1 percent). Women, too, face significant structural...

Using a unique combination of Austrian administrative data, we show that start-ups' search and hiring decisions matter for their business success. Firms that report vacancies to the Public Employment Service in the early stage of their existence stay longer in the market and grow stronger....