This report examines whether Google search queries can be used to predict the present and the near future house prices in Finland. Compared to a simple benchmark model, Google searches improve the prediction of the present house price index by 7.5 % measured by mean absolute error. In addition,...

This paper reviews the theoretical and empirical literature on job market signalling and on education as a job market signal. Possible economic implications of educational job market signalling to an individual and the society are represented based on existing theories. The paper also reviews...

This paper reviews the theoretical and empirical literature on job market signalling and on education as a job market signal. Possible economic implications of educational job market signalling to an individual and the society are represented based on existing theories. The paper also reviews...

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...

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...

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...

This report is a synthesis of the previous literature analyzing the role of different types of companies on economic growth and employment, and an overlook on the impacts of different policy measures on companies. The role of large companies in the economy is still significant, although...