Information and communications technology, global value chains, and population ageing are changing the structures of the labour market. These three factors affect the tasks carried out in Finland in the future and the division of labour between humans and computers. The changes are taking place...

Industries go through different phases of evolution where old skills become obsolete and new skills arecrucial for the industrial renewal process. Industry evolution is usually addressed from the perspectives of production and exports, leaving one factor largely unexplored: human capital....

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...

Tutkimuksessa tarkastellaan toimihenkilöiden välisiä eroja työ- ja palkkaurissa sekä niiden taustalla vaikuttavia tekijöitä. Lisäksi tutkimuksessa kiinnitetään huomiota siihen, missä uravaiheessa merkittävimmät erot syntyvät ja mikä merkitys erilaisilla siirtymillä on...

We examine gender differences in careers using a large linked employer-employee dataset on Finnish white-collar manufacturing workers over the period of 19812006. Our focus is on labour market entrants whom we follow over time. We find that men start their careers from higher ranks of the...

There is a deep structural transformation going on In the Finnish electrical, electronics and IT services sector. The main reason is a major turning point in ICT due to diminishing production and employment in mobile telecom industry where large amount of high-skill jobs will disappear in the...

This study examines gender differences in the career development of young white-collar workers during the first years of their career. In the descriptive analysis the hierarchical level of the first job and the job mobility of men and women are compared. Then, in the econometric part of the...

We study career and wage dynamics within and between firms using a large linked employer-employee panel dataset spanning 26 years. We construct six-level hierarchies for more than 5,000 firms. We replicate most of the analyses from Baker, Gibbs and Holmström (Quarterly Journal of Economics,...

Our data from 351 innovating firms for the years 2001–2012 generally suggest that patentable ideas are strongly linked to the mobility of individual inventors, or that the knowledge flows transmitted are sticky inventor-specific. In other words, the larger the knowledge pool of an inventor...

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...