“…Our results suggest that spatial frictions affect the allocation of labour within cities, extending a recent literature that studies how similar frictions affect the structural transformation of the rural economy (Gollin and Rogerson, 2015;Bryan and Morten, 2015;Asher and Novosad, 2015). We also contribute to a growing literature that studies the economic importance of cognitive and non-cognitive skills (Bowles et al, 2001;Heckman et al, 2006;Groh et al, 2012;Hoffman et al, 2015;Abel et al, 2016;Bassi and Nansamba, 2017). We show that these skills are not always accurately perceived by firms, suggesting that informational frictions can dampen the incentives for the optimal allocation of human capital.…”