This paper examines how formal firms have been impacted by and recovered from the pandemic by drawing on two distinct but complementary data sources. This is the first attempt to use both survey and tax administrative data to measure the initial decline and subsequent recovery of firm sales and...

This paper examines how formal firms have been impacted by and recovered from the pandemic by drawing on two distinct but complementary data sources. This is the first attempt to use both survey and tax administrative data to measure the initial decline and subsequent recovery of firm sales and...

Most microenterprises barely grow beyond subsistence level, as profitable investments are not realized due to barriers like credit, savings, and managerial constraints. Using panel data, this study identifies subgroups that would benefit by an intervention aiming to alleviate constraints. Two...