Nokia’s ascent, dominance, and descent have resulted in significant labor inflows and outflows in Finland. In this paper, we document the aspects of these flows using official register-based data covering virtually all individuals and organizations in Finland. Our setup may be compared to a...

Workers have different abilities in research, development and innovation (R&D&I) activities. Firms have different “prospects for innovation”. Innovation is facilitated by matching innovators, i.e. workers that are specialized in R&D&I to firms with good prospects for innovation. Aggregate...

The bulk of innovation subsidies in Finland are allocated to firms in industries where the employment share of “innovators,” i.e., workers who are specialized in R&D&I, is very high. The average subsidy per employee is typically the highest among young firms. At the firm level, an increase...

In this study we focus on differences in careers and wage development between white-collar workers. We are interested in the questions of which factors contribute to these differences and at what stage of the career they occur. Furthermore, we investigate the wage effects of the different types...

Job flows are typically defined on the basis of the employment changes at the plant level. When calculated in this way, the job creation rate was 22.4% and destruction rate 23.8% in the Finnish business sector in the four-year period 2000-2004. However, when the different occupations (using...

Analyses in this paper do not support the idea that job and worker flows have become more intensive and have deteriorated working conditions in the Finnish business sector. The magnitude of flow has in fact been rather stable since 1997. However, job flows are at a quite high level, as some 10%...

We make several findings related to the dynamics of labour markets and industry life cycles in our analysis, which makes use of longitudinal employer-employee data that cover the whole working age population in Finland. Firstly, we find that across industry transitions of the employed are...

This review maps out the labour market situation of PhDs employed in the private sector. To begin with, the theoretical motives for employing PhDs and the supporting empirical evidence are examined. The potential benefits of companies from employing PhDs can be divided into productivity and...