This paper focuses on the role of large technology companies’ entry and expansion to the data-intensive market areas via their technological development and strategic acquisitions of companies. We analyze the evolvement of personal data related innovation in various data-intensive domains. We...

This report sheds light on the size and composition of the digital economy in Finland and its impact on the tax gap and tax system. No generally agreed definition of digital economy exists, and only a few prior studies have assessed the size of the digital economy quantitatively. We measured the...

This report discusses factors that have caused a decrease in tangible investments in machinery and equipment, and intangible assets in Finland. A decline in the R&D investments of the electronics industry practically entirely explains a decrease in investments in Finland, which has prolonged the...

This paper uses extensive firm-level data on Europe-an and US companies from 2014-2018 to explore the short-term impacts of the General Data Protection Regulation (GDPR) on European companies' financial performance.Our empirical analysis suggests that the costs of the GDPR during the first year...

As compared to the earlier generations of mobile communications (1G to 4G), the fifth one (5G) is a major business, regulatory, and technical discontinuity. Furthermore, unlike the previous generations, 5G is also much more of a geopolitical and geoeconomic battleground. These shifts are neither...

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...