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,...

Postal service volumes have diminished and the profitability of postal and courier activities has weakened in Finland in recent years. The study evaluates the development of the service volumes, profitability and employment of postal and courier activities until 2020. The distribution volumes of...

Forests can be seen as a source of wood raw material and bioenergy, a recreational area with health benefits, a carbon sink, and a source of biodiversity. This report examines how different shifts in perceptions and in the wider forest sector environment affect forest sector production, wood...

Forests can be seen as a source of wood raw material and bioenergy, a recreational area with health benefits, a carbon sink, and a source of biodiversity. This report examines how different shifts in perceptions and in the wider forest sector environment affect forest sector production, wood...

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...