We examine the determinants of labour market status after the initial vocational basic education (ISCED 3) by use of unique linked register data on students, their parents, teachers, educational organisations and business companies in Finland. We distinguish between four outcomes : 1) employment...

We study whether older workers are costly to firms. Our estimation equations are derived from a variant of the decomposition methods frequently used for measuring micro-level sources of industry productivity growth. By using comprehensive linked employer-employee data from the Finnish business...

The 1990s was a turbulent period for Finnish postgraduate education. The education system was reformed and the number of postgraduate students who graduated every year increased at a fast pace. In this thesis doctorate and licentiate degree holders as a group, as well as how their labour market...

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...

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...

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...

Less than a tenth of Finnish firms CEOs and chairmen of the board are women; less than a fourth of Finnish firms board members are women. An empirical regression analysis of a large firm-level data set suggests that a company led by a women CEO is on average about ten per cent more profitable...

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...

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,...