We evaluate the quartile ranking of countries during the Covid-19 pandemic using both official (i.e., confirmed) and excess mortality data. Contrasting countries' rankings using these two data sources reveal sharp and systematic differences. While higher GDP per capita is associated with a worse...

Almost all countries announced fiscal support programs once COVID-19 hit. However, there was significant diversity in the magnitude and composition of these fiscal stimulus programs. These differences were determined by myriad political, financial, social, and economic factors - these factors...

We investigate the implications of extra-normal government spending under the COVID-19 pandemic for commercial bank lending growth between 2019Q4 and 2020Q4 in a large sample of over 3000 banks from 71 countries. We control for pre-pandemic structural factors, bank characteristics and government...

This paper considers the problem of making inferences about the effects of a program on multiple outcomes when the assignment of treatment status is imperfectly randomized. By imperfect randomization we mean that treatment status is reassigned after an initial randomization on the basis of...