We derive asymptotic properties of estimators and test statistics to determine - in a grouped data setting - common versus group-specific factors. Despite the fact that our test statistic for the number of common factors, under the null, involves a parameter at the boundary (related to unit...

A detailed survey of 498 high technology small and medium-sized enterprises in the Netherlands shows process innovation by user firms to be common practice. Fifty-four percent of these firms reported developing entirely novel process equipment or software for their own use and/or modifying...

This paper investigates empirically the strategic alignment between innovation and production strategies in a sample of service firms in Spain. It employs the integrated archetypes approach to analyse a dataset of unique, manually collected, firm responses. The results highlight differences in...

In public discussion in Germany it is often argued that jobs are mainly created in small and medium-sized firms (i.e. the Mittelstandʺ), whereas large firms tend to reduce their number of jobs. An empirical analysis for the period 1999 to 2005 with data of all western and eastern German firms...