(CBAs) to the cycle. First, the considerable gap in new hires' cyclicality arises mostly from match quality fluctuations …

This paper develops a large-scale algorithm‑based application to improve the match quality in the labor market …. We use comprehensive administrative data on employment biographies in Germany to predict job match quality in terms of …

results suggest that the widely documented cyclicality of entry wages reflects composition effects due to changes in match … quality in worker's occupation, rather than wage flexibility. …

-material match quality, without relying on the transferable utility assumption. We adopt an axiomatic approach that leads to the … both preference factors, affecting individuals' preferences over private and public goods, and match quality factors …, driving differences in unobserved match quality. We demonstrate the practical usefulness of our methodology through an …

This paper develops a large-scale algorithm‑based application to improve the match quality in the labor market. We use … comprehensive administrative data on employment biographies in Germany to predict job match quality in terms of job stability and …