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...

Osana Sitran ympäristöohjelmaa Sitra ja kauppa- ja teollisuusministeriö tilasivat Etlatieto Oy:ltä selvitystyön kotimaisen ympäristöliiketoiminnan määrittämiseksi ja tilastoinnin kehittämiseksi. Hankkeen tavoitteena on luoda valtakunnallinen seurantajärjestelmä, jolla arvioidaan...

Osana Sitran Ympäristöohjelmaa Sitra tilasi Etlatieto Oy:ltä selvityksen pääomasijoittamisesta ympäristöliiketoimintaan ja sen tilastoinnin kehittämisestä. Aiemmin ohjemassa on tehty selvitys Suomen ympäristöliiketoiminnasta ja sen tilastoinnin kehittämisestä....

In this paper, we analyse the economic impacts of the low-carbon roadmap made for the Finnish forest indus-tries. The analysis is based on a future scenario provid-ed by AFRY. Given the unit prices and production levels of six forest industry production categories, we assess the value added and...

In this paper, we analyse the economic impacts of the low-carbon roadmap made for the Finnish forest indus-tries. The analysis is based on a future scenario provid-ed by AFRY. Given the unit prices and production levels of six forest industry production categories, we assess the value added and...

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...

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,...

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...

Tutkimuksessa kehitetään toimialojen t&k-panostusten ja tuottavuuden ennustejärjestelmää, jota voidaan käyttää myös julkisen t&k-rahoituksen vaikuttavuutta tarkasteleviin simulointeihin. Kokonaistuottavuuden kasvua määrittävät mallissa keskeisesti toimialojen tuotannon laadun ja...