Knowledge appropriability, firm size, and growth

► As firm size increases, there is a shift from patents to in-house R&D. ► Tacit knowledge generates less visible research output. ► Research reallocation leads to a systematic under-estimation of innovation. ► The share of patents in total R&D output declines.