We assess the efficiency of regional innovation systems (RIS) in Germany by means of a knowledge production function … the efficiency of its innovation system is inversely u-shaped. Regions dominated by large establishments tend to be less …

the region in generating new knowledge. The efficiency measure is constructed by relating regional R&D input and output …