How is firm creation affected by imperfect information? Our model of rational inattention generates inefficient entry and labor misallocation, because startups make error-prone decisions. Learning decisions prospective entrepreneurs alter the effects lump-sum transfers to startups: total employment gain amplified due an unintended increase in entry, most entrants hire fewer workers, misallocati...