Publications
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Artificial Intelligence and firm-level productivity KU Leuven
Artificial Intelligence (AI) is often regarded as the next general-purpose technology with a rapid, penetrating, and far-reaching use over a broad number of industrial sectors. The main feature of new general-purpose technology is to enable new ways of production that may increase productivity. However, to date, only a few studies have investigated the likely productivity effects of AI at the firm-level, presumably due to limited data ...
Artificial Intelligence and Industrial Innovation: Evidence from German Firm-Level Data KU Leuven
This paper analyses the link between the use of Artificial Intelligence (AI) and innovation performance in firms. Based on firm-level data from the German part of the Community Innovation Survey (CIS) 2018, we examine the role of different AI methods and application areas in innovation. The results show that 5.8% of firms in Germany were actively using AI in their business operations or products and services in 2019. We find that the use of AI ...
The Italian Start Up Act: A Microeconometric Program Evaluation KU Leuven
This paper analyses the impact of the Italian Start Up Act which entered into force in October 2012. This public policy provides a unique bundle of benefits, such as tax incentives, public loan guarantees, and a more flexible labor law, for firms registered as “innovative startups” in Italy. This legislation has been implemented by the Italian government to increase innovativeness of small and young enterprises by facilitating improved access to ...
Innovation Policy and Causality KU Leuven
How valuable are patent blocking strategies? KU Leuven Hasselt University
Firms use patents for blocking competitors’ innovation activities. Offensive blocking is a practice whereby firms patent alternatives of a focal invention preempting technological substitutes produced by competitors. Defensive blocking entails the creation of patent portfolios that block technologies in order to increase competitors’ willingness to trade patents. This paper examines the private value of both patent blocking strategies with the ...
The dynamic relationship between investments in brand equity and firm profitability: Evidence using trademark registrations KU Leuven
© 2019, © 2019 Informa UK Limited, trading as Taylor & Francis Group. Most marketing practitioners and scholars agree that marketing assets such as brand equity significantly contribute to a firm’s financial performance. In this paper, we model brand equity as an unobservable stock that results from up to 30 years of past brand-related investment flows. Using firm-specific trademarks as investment proxies, our results show a significant ...