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...

The share of private consumption in gross domestic product is significant; therefore, private consumption has a great influence on economic growth, which makes it a major concept in economics. The purpose of the paper is to estimate and evaluate different forecasting models for private...

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,...

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...

We examine the growth of real value added, labour input and labour productivity of immigrant-owned firms in Finland in 2007–2016. In our analysis we use the so-called FLOWN (Finnish Longitudinal OWNer-Employer-Employee) data by Statistics Finland that allows linking register information on...

This study examines the employment status of workers who left Nokia during the period 2009-2014. The results reveal that the workers were quite successful in finding employment. According to the latest available data, more than three-quarters of these individuals found a new job, while the share...