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...

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...

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...

Digital labour platforms have grown five-fold over the last decade, enabling significant expansion in gig work worldwide. We interrogate the criticism that these platforms tend to amplify aggregate economic shocks for registered users (workers). Based on the universe of records from a matching...

We study the labour market dynamics of men and women in El Salvador and Nicaragua, focusing on the factors that help men and women move into an advantageous labour market state from an unfavourable state. We consider 'advantageous' states to be formal salaried employees and self-employed workers...

We divide workers into six work statuses: formal self-employed, upper-tier informal self-employed, lower-tier informal self-employed, formal wage-employed, upper-tier informal wage-employed, and lower-tier informal wage-employed. In both Costa Rica and Nicaragua, earnings are highest for formal...

In this paper, worker and job flows are estimated using the IRP5 data from the South African Revenue Services. The data used in this paper is from the 2011-14 tax years and contains information on more than 12 million individuals and nearly 300,000 firms. The main finding of the paper is that...

This paper examines the changing nature of occupational labour-market trends in South Africa and the resulting impact on wages. We observe high levels of demand for skilled labour that have intensified a trend already established before 1994. Over the period 2001-12 employment within the primary...

This study examines the relationship between growth and employment in Nigeria to gain insights into the country's paradox of high economic growth alongside rising poverty and inequality. The methodology adopted is the Shapley decomposition approach, complemented with econometric estimation of...

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...