Relying on a novel dataset covering more than 120,000 firms in 60 countries, this paper contributes to the debate about policies to support businesses through the COVID-19 pandemic. While governments around the world have implemented a wide range of policy support measures, evidence on the reach...

The COVID-19 pandemic accelerated the digital transformation of businesses. Using a unique global panel dataset, this paper documents the patterns of digital adoption during the pandemic across firms in 57 (mostly developing) countries. The data show the tale of two stories. On one hand, the...

An entrepreneurial ecosystem consists of the set of complementary factors required to start a business with the potential to scale up and innovate in a particular geographic space. This paper develops a framework using an occupational choice model with knowledge-based hierarchies to assess...