We show that financial constraints may benefit innovation by improving the efficiency of innovative activities. We … measure firm-level innovative efficiency by patents (or patent citations) scaled by R&D (research and development) investment … or the number of employees, and find that financial constraints are positively associated with innovative efficiency …