Drawing on a longitudinal database of Belgian firms over the years 2014-2020, this study investigates the joint effect of R&D grants and R&D tax credits on R&D inputs and innovation outputs. We estimate Conditional Difference-in-Difference (CDiD) models and apply both treatment effects...

We investigate the misuse of R&D subsidies and evaluate its consequences for policy effectiveness. Developing a theoretical framework and using Chinese firm-level data for 2001-2011, we identify that 42% of grantees misappropriated R&D subsidies for non-R&D purposes, accounting for 53% of total...

We explore which start-ups win in public procurement. Most notably, our analysis presents significant differences between firms applying for tenders with and without functional criteria. First, we use representative telephone survey data to estimate public procurement applicant and winner shares...

We investigate the effects of different channels of industry-science collaboration on new product sales at the firm-level and whether government subsidies for collaboration make a difference. We distinguish four collaboration channels: joint R&D, consulting/contract research, IP licensing, human...

How do intellectual property rights influence academic science? We investigate the consequences of the introduction of software patents in the U.S. on the publications of university researchers in the field of computer science. Difference-in-difference estimations reveal that software scientists...

In May 2018, a new regulation by the European Commission on data protection came into force, the General Data Protection Regulation (GDPR). It requires many firms to update their data protection strategy. It may also complicate different types of data usage, particularly related to data on...

Economics and innovation scholars have long recognized the potential of public procurement to trigger innovation. To what extent has this potential been realized so far? What can be done to improve the performance of PPI in this regard? This paper addresses these issues by providing a literature...

This paper estimates the effect of heterogeneous university funding stemming from the German Excellence Initiative on a regional firm's probability to innovate by using a multi-valued two-way fixed effects difference-in-differences model. The estimations show that funding an additional...

The R&D policy instrument mix concept has become increasingly important for understanding how public R&D support drives firm-level R&D. To-date, empirical studies have conceptualised the instrument mix as a static unit, whereby firms receive multiple policy instruments at one point in time....

Public procurement accounts for 15 to 20 percent of global GDP and is considered an effective innovation policy. However, the detrimental effects of non-innovative public procurement - public procurement tenders awarded solely based on their price - on firm innovations have been largely...