In this study, the patterns of occupational restructuring and their micro-level mechanisms are examined by applying standard measures of job and worker flows at the occupation and firm levels using longitudinal employeremployee data from the Finnish business sector for the years 2000-2006....

Abstract: We propose an approach for measuring and analyzing the dynamics of standard aggregate wage growth of macro statistics with micro-data. Our method decomposes aggregate wage growth to the wage growth of job stayers and to various terms related to job and worker restructuring. This method...

This study analyses how R&D expenditure impacts the productivity of companies. We analyse the productivity impact of R&D using a large panel dataset of Finnish firms over a nine-year period from 1996 to 2004. Our results are two-fold. In the short run (in 1-2 years) we find no statistically...

This paper studies the effect of foreign-owned companies (FOCs) in the region on establishment survival and growth in the Finnish business sector. We analyze whether the presence of the FOCs has asymmetric effects among the local businesses. Foreign presence in the region is measured in a novel...

The use of traditional industry-level profitability indicators for assessing the state of competition is problematic for two reasons. First, short-term variation reflects business cycles more than it does the impact of competition policy. Second, rough industry-level indicators hide different...

An employer-employee panel is used to study whether the movement of workers across firms is a channel of unintended diffusion of R&D-generated knowledge. Somewhat surprisingly, hiring workers from others R&D labs to ones own does not seem to be a significant spillover channel. Hiring workers...