We use data from over 1500 Finnish companies for the years 2006-2008 and 2008-2010 to explore complementarity of a firm’s R&D strategy with its external knowledge acquisition and innovation collaboration strategies. We define knowledge complementarity (tacit knowledge complementarity) of R&D...

This paper illustrates how disruptive technologies primarily shaking the functioning of service sector are spreading to the manufacturing industries, and vice versa, and further change the roles of consumers and users. Software and data that first transformed the provision of services now lead...

To examine the relationship between early health status and financial decisions in adulthood, we link information on birth weight in 1966 from the Northern Finland Birth Cohort to data from the Finnish Central Securities Depository over the period of 1995-2010. We find that persons predisposed...

Research and development (R&D) tax credits are widely employed among the OECD countries to promote business sector investments in innovation. The implementation of R&D tax credit schemes, however, varies across countries. The empirical research on the effectiveness of R&D tax incentives suggests...

This article empirically explores whether and how providing consumers with detailed access to their past food purchase data at different levels of aggregation affects their subsequent food purchase behavior. We employ unique data covering more than 84,000 quarterly observations on Finnish...

This study investigates the impact of firm-level investments in data assets on productivity growth during the COVID-19 pandemic, utilizing matched employer-employee data of 13,609 Finnish firms for 2015-2020. Our estimation results indicate that firms with greater pre-pandemic investments in...

This study examines the allocation of business subsidies introduced due to the COVID-19 pandemic to different types of companies. The results show that most of the supported companies would not have needed the subsidy, as they would have remained profitable also in the absence of it....

The Data Act, coming into effect in September 2025, imposes new obligations on manufacturers of connected products and providers of related services. This report provides insights into the markets affected by the Data Act and evaluates the scope of business activity it covers in Finland. Large...

We study the effect of new product introduction on firm value. Using a unique sample on mobile phone handset introduction by 16 major handset manufacturers over 10 years, we distinguish between imitative product introduction and truly innovative product introduction. We find that while most...

This study uses a unique survey data from 398 Finnish manufacturing firms to explore how the order of magnitude of mobility and connectivity of a firm's ICT stock in conjunction with various organizational innovation and HRM practices affect the firm's performance. The data suggest that mobile...