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...

The paper compares the gender wage differentials of two occupation groups innovation and non-innovation workers separately for manufacturing and services using Finnish private-sector data. We apply a decomposition method based on unconditional quantile regression techniques to identify key...

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,...

This paper compares the effects of intangible capital on wage formation among white-collar manufacturing workers using comparative data from three European countries : the Czech Republic, Finland and Norway. The analysis is undertaken in two steps. First, we explore the wage differentials and...

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...

This report analyses the careers of men and women in Finnish manufacturing in 19812006. The focus is on three main issues : 1) gender differences in jobs and hierarchical positions in the beginning of the career, 2) gender differences in career development, 3) gender differences in starting...

This paper explores performance measurement in incentive plans. Based on theory, we argue that differences in the nature of jobs between blue- and white-collar employees lead to differences in incentive systems. We find that performance measurement for white-collar workers is broader in terms of...

Using data from the Finnish private sector, this paper shows that giving birth to a child has negative effects on the mothers wage. Analysis of the reasons for the wage penalty associated with motherhood suggests that the loss of human capital during the child-related career break is an...

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 investigates occupational segregation by gender in the Finnish private sector during the period 1995-2004 using Statistics Finlands Structure of Earnings data. The results show that although the occupational differences between genders have decreased during the investigation period...