It is after all mainly firms that innovate, from small start-ups to large multi-establishment and multinational firms. Moreover, aggregate analysis conceals their significant heterogeneity. Firms’ performance and characteristics differ across countries and within industries, and they may take many paths to innovation. The advantage of micro-level analysis lies in its effort to model the channels through which specific firms’ knowledge assets or channels of knowledge access affect their productivity.