Employment informality is widespread across North Africa. This paper aims to shed light on the role played by the informal sector in labor market adjustments over the business cycle. It finds that the response of labor markets to output fluctuations is more muted in countries with higher...

This paper analyzes Portugal's labor market and digitalization trends during COVID-19. Portugal had a milder impact on its labor market than previous recessions, with smaller employment declines and less unemployment. However, labor force participation sharply dropped, especially among...

The literature has analyzed the link between social grants, means-tested and unconditional on employment, and employment in South Africa. The country's social grant expenditure is relatively large amid persistently high unemployment. This study uses a large panel household survey spanning a...

This paper investigates whether the COVID-19 recession led to an increase in demand for digital occupations in the United States. Using O*NET to capture the digital content of occupations, we find that regions that were hit harder by the COVID-19 recession experienced a larger increase in the...