The Levy Institute Microsimulation Model (LIMM) is a tool used for policy simulations to estimate ex-ante the employment and income effects of sectoral investments. In Istenes (2023), a simple implementation of the LIMM for New York State initially had difficulty producing realistic conditional...

This paper examines how gender-specific application behaviour, firms' hiring practices, and flexibility demands relate to the gender earnings gap, using linked data from the German Job Vacancy Survey and administrative records. Women are less likely than men to apply to high-wage firms with high...

While artificial intelligence (AI) adoption holds the potential to enhance business operations through improved forecasting and automation, its relation with average productivity growth remain highly heterogeneous across firms. This paper shifts the focus and investigates the impact of...

We present an experimental study of decentralized two‐sided matching markets with no transfers. Experimental participants are informed of everyone's preferences and can make arbitrary nonbinding match offers that get finalized when a period of market inactivity has elapsed. Several insights...

We study two first‐order economic consequences of vertical mismatch, using a simple (neoclassical) model of under and overemployment. Individuals of high type can perform both skilled and unskilled jobs, but only a fraction of low‐type workers can perform skilled jobs. People have different...