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...

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 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...

The reported empirical findings using survey data from 531 Finnish companies show that for digitalized data-based innovation generated for both firm’s own and market needs, the firm’s ICT-specific absorptive capacity matters more than its general absorptive capacity arising from the firms’...

This study evaluates the usefulness of different modifications of empirical models estimating the so-called Boone indicator for capturing changes in the intensity of competition. We use as “natural experiments” in this evaluation data from three cartel cases: i) international elevators and...

Our panel data from over 10,000 Finnish firms during the years 2003-2010 sheds light on the effect of different business subsidies on firm productivity performance and on the relationship between firms’ lagged labor productivity and market exit. We find that not any of the subsidy types have...

This study aims at investigating the order of magnitude of financial burden of the universal service obligation for the universal service provider. Prior studies have adopted various different cost accounting methods to assess the order of magnitude of net costs arising from postal universal...

Our data from 351 innovating firms for the years 2001–2012 generally suggest that patentable ideas are strongly linked to the mobility of individual inventors, or that the knowledge flows transmitted are sticky inventor-specific. In other words, the larger the knowledge pool of an inventor...