This study analyses the adjustment of the Finnish earnings-related pension system to very low economic growth. The results show that a permanently lower growth rate of the wage bill would raise only moderately the pension contribution rates in the long term. This is because also the benefits are...

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,...