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...

There are over 3 billion searches globally on Google every day. This report examines whether Google search queries can be used to predict the present and the near future unemployment rate in Finland. Predicting the present and the near future is of interest, as the official records of the state...

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 report analyzes the role of the largest companies in the Finnish economy. According to the results, the ten largest companies in terms of their value added together produce 7,6 % of the Finnish GDP. In addition, these companies generate notable multiplicative effects in the economy....

In this study, we have analysed the role of the largest companies in the Finnish economy. According to the results, the list of ten largest companies in terms of their domestic value added is diverse and includes companies operating in the manufacturing industry, the service industry, as well as...