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...

This report discusses the shortcomings of conventional productivity measures that overlook the environmental efforts of firms aiming to reduce greenhouse gas emissions. It highlights the importance of utilizing green productivity metrics, such as carbon productivity and green total factor...

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...

Do workers hired from superstar tech-firms contribute to better firm performance? To address this question, we analyze the effects of tacit knowledge spillovers from Nokia in the context of a quasi-natural experiment in Finland, the closure of Nokia's mobile device division in 2014 and the...

The environmental benefits and harms of information and communication technology (ICT) have been widely discussed in Finland since 2019. The climate impact of information and communication technology on the environment consists of three channels: procurement, the ICT sector’s own carbon...

Do workers hired from superstar tech-firms contribute to better firm performance? To address this question, we analyze the effects of tacit knowledge spillovers from Nokia in the context of a quasi-natural experiment in Finland, the closure of Nokia’s mobile device division in 2014 and the...

This paper explores the importance of firm dynamics, including entry and exit and the allocation of carbon emissions across firms, on the green transition. Using the 2000–2019 firm-level register data on greenhouse gas emissions matched with the Financial Statement data in the Finnish...