Freakanomics did an interesting episode on this indicating that as companies mature they have to focus more on “maintenance” of existing business rather than R&D. Acquiring smaller businesses becomes a natural way of investing in R&D

https://freakonomics.com/podcast/in-praise-of-maintenance/