We examine whether discretionary government grants influence where domestic and multinational firms locate new plants, and how the presence of agglomeration externalities interacts with these policy instruments. We find that a region's existing industrial structure has an effect on the location of new entrants. Grants do have a small effect in attracting plants to specific geographic areas, but importantly, we find that firms are less responsive to government subsidies in areas where there ar...