This dissertation is an empirical study of the gender wage gap in Finland. Much of the dissertation focuses explicitly on the early career as it is found that the first years after labour market entry are of great importance with respect to the overall gender wage gap. The dissertation consists...

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...

In Finnish manufacturing, the gender wage gap more than doubles during the first ten years in the labor market. This paper studies the factors contributing to the gender gap in early-career wage growth. The analysis shows that the size of the gender gap in wage growth varies with mobility status...

This paper explores the sources underlying the marked increase in the dispersion of private-sector wages in Finland since the mid-90s by use of a recently proposed method to decompose changes along the whole wage distribution over a period of time into several factors contributing to those...

Abstract: To examine the productivity, employment and wage effects of ICT, we apply novel occupation based measures of organisational change within firms. With these measures, we directly address the complementarities between ICT and organisational changes. Our results support the view that...

This study conducts an international comparison of productivity and profitability. First, the level and growth of productivity are compared in OECD countries for the period from 1975 to 2009. According to this comparison, productivity growth has been faster in the key Finnish sectors com-pared...

Is the process of workforce aging a burden or a blessing for the firm? Our paper seeks to answer this question by providing evidence on the age-productivity and age-earnings profiles for a sample of plants in three manufacturing industries (forest, industrial machinery and electronics) in...