Exogenous shocks that reduce innovation by listed firms also reduce innovation by other firms in the same geographical area. The mechanism comes from local knowledge diffusion through two channels: inventors moving across firms or creating new start-ups. This implies that policies restricting worker mobility, such as non-compete covenants, can have large aggregate effects on innovation.