The COVID-19 shock hit firms hard, on average, but how did it hit in the distribution of firms, differently between the high-growth superstars and the firms that were already struggling to survive? This paper implements graphical techniques and quantile regression to analyse the effect of the...

In this paper, we empirically assess repercussions of the pandemic on the firm-level productivity worldwide. COVID-19 shock was very heterogeneous across sectors. Our findings show that firms' responses to the shock also varied within sectors: more productive firms coped with the crisis better...

Long shunned as slow and ill timed, the response to the Covid-19 pandemic initiated a reassessment of fiscal policy as stabilisation tool. At the same time, there is ample evidence that major economic downturns produce lasting effects on real GDP in spite of active fiscal policy interventions....

We analyse how the COVID-19 crisis impacted firms' employment levels and digitalisation efforts differently depending on their pre-crisis productivity, digitalisation and growth performance. We match the EIB Investment Survey with firm-level financial statements from the ORBIS database for 27 EU...

European firms have increasingly invested in training of employees but differences across countries and types of firms remain - and the COVID-19 shock may have exacerbated them. This report analyses European firms' investment in training over the last six years examining trends, factors...