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...

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...

Occupational restructuring means that worker skills need to be updated, broadened or totally renewed. This report focuses on persons whose employment prospects have been particularly challenged by occupational restructuring: persons who in the mid-1990s were employed in occupations characterized...

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...

Occupational restructuring means that worker skills need to be updated, broadened or totally renewed. This report focuses on persons whose employment prospects have been particularly challenged by occupational restructuring: persons who in the mid-1990s were employed in occupations characterized...

This report describes how Finland succeeds in international comparisons of investments into and outcomes from education. OECD publications (Education at a Glance, PISA, IALS) are the main sources of this report. All levels of the education system, from pre-primary education to the second stage...

This project investigated how register data on daily working hours and hospital patients can be used to measure the workload of healthcare personnel and to study its relationship with different work features. We used econometric analysis to measure the average labor requirement of different...

This project investigated how register data on daily working hours and hospital patients can be used to measure the workload of healthcare personnel and to study its relationship with different work features. We used econometric analysis to measure the average labor requirement of different...

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...