The importance of data and different sources of knowledge in the development of new services and products, and further in the creation of new markets, has dramatically increased during the past few decades. This empirical study uses data from 531 Finnish firms to explore the determinants of...

In this study we use a survey data on 398 Finnish manufacturing firms for the years 2002 and 2005 to empirically explore whether and which organizational factors explain why certain firms produce larger innovative research output than others, and whether the incentives to innovate that certain...

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 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...

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...

Data comprising 1790 Finnish firms and covering the years 2006-2012 suggest that turnover from innovative sales per employee were higher for both young firms - particularly for young innovative companies (or YICs) - and older incumbents that had broad innovation collaboration involving vertical,...

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...

This paper empirically analyzes how markets value personal data related innovation in four prominent domains, in which firms’ potential to exploit value from data is identified to be considerable: finance, health, location-based services and artificial intelligence. We link the innovation...

This paper empirically analyzes how a data broker affects competition in oligopolistic product markets. It examines a unique case concerning the two dominant Finnish food retail companies’ voluntary withdrawal from information exchange via a data broker. Moreover, the companies jointly...

This study aims at investigating the order of magnitude of financial burden of the universal service obligation for the universal service provider, Itella, in the Finnish postal sector. It evaluates the difference between universal service provider’s profitability with the universal service...