We examine how technology is associated with self-employment dynamics using worker-level data from 31 European countries. We find that while employees exposed to labour-augmenting technologies are more likely to move from paid-employment to solo self-employment and viceversa, employees exposed...

This paper evaluates the causal impact of the Horizon 2020 Framework Programme for Research and Innovation on financial firm-level outcomes using a Difference-in-Differences (DiD) approach. We use administrative data from CORDA and financial data from ORBIS spanning from 2010 to 2022, for a...

This paper studies the firm-level drivers of product, process, organisation and marketing innovation in the EU with panel data from 2009 to 2021. Employing conditional logit and linear probability models we investigate how firms’ characteristics, firms’ sources of financing, and firm...

This paper studies the relationship between knowledge complexity and countries' technological dependency, with a focus on the EU's position vis-à-vis other major economies. Using patent data, we calculate the knowledge complexity index at technological level for a set of countries over the...

This paper uses multiple linear and fractional probit regressions to assess the importance of regional research capacities and assets, as well as intrinsic characteristics of the regions in defining success in the European R&I Framework Programme. We find that quality of research outputs matters...

This paper studies whether countries’ speeches at the United Nations General Assembly matter for international aid allocation. I use a supervised machine learning algorithm called wordscore and 7,533 different statements from 198 countries made in the period from 1975 to 2018 to measure...

This paper studies the impact of politicians' education on policy choices and public finance. A probabilistic voting model with candidates' education level and public expenditure decomposition is used to explain how politician's education matters for policy decisions over public budget...