We use recent immigration data from 195 countries and propose an index of population diversity based on people … uncorrelated with ethnic, linguistic, or genetic diversity. Our main result is that the diversity of skilled immigration relates … gravity model to predict the share and diversity of immigration based on exogenous bilateral variables. The results are robust …