| A number of quantitative   studies confirm a positive association between the university-industry link and   innovation at the firm level (Mansfield, 1998; and Cassiman and Veugelers,   2006). In particular, firms who collaborate with universities are generally   those who introduce the most original innovations, whereas, no general   association between collaboration and a firm's ability to introduce incremental   types of innovation, can be found (Monjon and Waelbroeck, 2003; and Hanel and   St. Pierre, 2006).  It should be noted that   since the university collaborators are a selective group of firms, the results   reported above can be interpreted as mere correlations. However, studies using   counterfactual estimation techniques to address causality issues with control   groups, seem to support the positive impact of R&D collaboration on firms—at   least for certain types of firms. Lööf and Broström (2008) report evidence from   Swedish CIS (Community Innovation Survey) data that university collaboration   positively influences innovation sales, as well as the propensity to apply for   patents, for manufacturing firms with more than 100 employees. In contrast,   whatever specification of the empirical model, the data shows no significant   association between university collaboration and the average service firm's   innovation sales, or the propensity to apply for patents. Arvanitis et   al. (2008), who performed a similar analysis on Swiss data, do not   distinguish between firm types, but between different types of interaction with   universities—research-oriented and education-oriented, respectively. The authors   find that both types of interaction improve the innovation performance of the   firms in terms of sales of considerably modified products, research activities,   and also in terms of sales of new products.  |