economy. Our efficiency analysis further allows us to study the effect of competition on innovation in R&D intensive … portfolio of ideas that changes over time through innovations and knowledge spillovers between collaborating firms. The … destruction leading to the obsolescence of existing technologies. We quantify the innovation gains from collaborations, and show …