Effects on labour market outcomes are often referred to when discussing the wider economic benefits of transport projects. However, research on the topic in the Finnish context is scarce. Thus, proponents of transport projects may put exaggerated hopes on the labour market effects when arguing...

This paper studies the productivity effects of intangible assets using 9th vintage of the CompNet dataset. Descriptive work shows that there is dispersion in usage of intangibles; some firms invest heavily into intangible assets and many firms do not invest at all. In addition, preliminary...

Recently, Finnish forest industries shifted from sectoral collective bargaining to firm-level bargaining, and the IT services industry shifted to a hybrid of sector- and firm-level bargaining. These changes meant that all issues previously covered by sectoral agreements would now be negotiated...

This study examines the short-term impact of generative artificial intelligence (GAI) on employment and wages using data covering all wage earners from Finland. Employing a synthetic difference-in-differences approach, we analyze how the launch of ChatGPT affected occupations with varying levels...

This study examines the impact of foreign acquisitions on innovation activities in Finnish target firms using comprehensive linked employer-employee data from 2010-2021. Unlike previous research that found negative effects on R&D expenditures and patenting, we measure innovation through the...

This study evaluates the impacts of public subsidies on firms in energy-intensive industries, focusing on R&D subsidies and compensation subsidies. Using firm-level data from Finnish energy-intensive industries between 2010 and 2022, it examines how these subsidies influence firm competitiveness...

This study examines whether non-native workers contribute to firms' export growth, using matched data spanning nearly three decades and covering the entire workforce and all manufacturing firms. The estimation strategy relies on the timing of a firm's first non-native hire, constructing...

We analyse the development of labour productivity in five service industries in Europe, the United States, and Japan. Vis-à-vis a group of peer countries, labour productivity in service industries is relatively low in Finland. We further find that the respective gap in capital intensity...

The service sector is undergoing rapid changes attribut- ed to digitalization. This study examines the relation- ship between digitalization and the performance of the Finnish private service firms from 2015 to 2021 using linked employer-employee data, financial data and an IT usage survey. Our...

Recently, Finnish forest industries shifted from sectoral collective bargaining to firm-level bargaining, and the IT services industry shifted to a hybrid of sector- and firm-level bargaining. These changes meant that all issues previously covered by sectoral agreements would now be negotiated...