Wage subsidies served as a dominant labour market policy response around the world to mitigate job losses in response to the COVID-19 pandemic. However, no causal evidence of their effects exists for developing countries. We use unique panel labour force survey data and exploit a temporary...

Wage subsidies have served as a primary labour market policy used around the world to mitigate job losses in response to the COVID-19 pandemic. In South Africa, where unemployment is among the highest globally, the Temporary Employer-Employee Relief Scheme supported millions of workers in a...

Studies on the impact of the COVID-19 pandemic have demonstrated that poor women have been the worst sufferers in terms of pay cuts and job losses. Women are the hardest hit also at the household level. They have to bear the brunt of constrained household budgets and have also encountered...

We investigate the impact of the COVID-19 pandemic on income levels, poverty, and inequality in both the immediate aftermath and during the uneven recovery until December 2021 using high-frequency household survey data from India. We find that the average household incomes dropped sharply during...

Up-to-date, nationally representative household income/expenditure data are crucial to estimating poverty during the COVID-19 pandemic and to policy-making more broadly, but South Africa lacks such data. We present new pandemic poverty estimates, simulating incomes in prepandemic household...

This paper aims to assess the extent to which top earners in Ecuador were affected by the COVID-19 crisis compared to other segments of the population. Our analysis uses administrative data for individuals affiliated to social security between January 2019 and December 2021. We identify the top...

This paper studies the impact of the COVID-19 pandemic on formal sector employment in Uganda. Utilizing employee-level administrative tax data from the Uganda Revenue Authority, we describe the dynamics of employment as the pandemic evolved, seeking to better understand the various coping...

In this paper, we provide causal evidence of the impact of stringent lockdown policies on labour market outcomes at both the extensive and intensive margins, using Ghana as a case study. We take advantage of a specific policy setting, in which strict stay-at-home orders were issued and enforced...

Using detailed microdata, we document how migration-dependent households are especially vulnerable during the COVID-19 pandemic. We create pre- and post-COVID panel datasets for three populations in Bangladesh and Nepal, leveraging experimental and observational variation in prior migration...

This paper seeks to identify the differentiated impacts of the crisis on specific groups of informal workers. The analysis draws on official nationally representative labour force surveys collected quarterly by South Africa's national statistical agency (Statistics South Africa). Based on an...