Better understanding the geography of women's labor market outcomes within countries is important to inform targeted efforts to increase women's economic empowerment. This paper assesses the extent to which a method that combines simulated survey data from urban areas in Mexico with broadly...

This paper investigates the impacts of the economic shock caused by the COVID-19 pandemic on the employment of different types of workers in developing countries. Employment outcomes are taken from a set of high-frequency phone surveys conducted by the World Bank and National Statistics Offices...

This brief investigates the differences in countries' jobs-related policy responses to the COVID-19 pandemic. Four main patterns emerge. First, the type of labor policies adopted by countries varied greatly according to their income level. Low-income countries were more likely to implement...

This Jobs Watch brief provides an analysis of labor market and social protection responses to the COVID-19 crisis, with a focus on policies targeted to workers and firms. It includes a comprehensive set of labor market interventions, using data from the global COVID-19 SPJ Policy Inventory. The...

The economic crisis caused by the COVID-19 pandemic sharply reduced mobility and economic activity, disrupting the lives of people around the globe. This brief presents estimates on the crisis’ impact on labor markets in 39 countries based on high-frequency phone survey (HFPS) data collected...

The early labor market impacts of the Coronavirus disease 2019 (COVID-19) pandemic resulted in widespread disruption to livelihoods. Previous analysis showed that between April and July 2020, across a sample of 39 countries, an average of 34 percent of workers stopped work, 20 percent of...

To mitigate the effects of the COVID-19 pandemic, countries have responded with an unprecedented number of social protection and jobs interventions. This brief is based on the COVID-19 social protection and jobs policy inventory and provides information on over 3,400 labor market policies in the...

This paper investigates the extent to which real-time indicators derived from internet search, cell phones, and satellites predict changes in household socioeconomic indicators across approximately 300 administrative level-1 regions in 20 countries during the COVID-19 crisis. Measures of changes...

This study combines pre-COVID-19 household surveys with 2020 macro data to simulate changes in household economic welfare and poverty rates through job losses, labor income changes, and non-labor (remittance) income changes during 2020 in Brazil, Sri Lanka, the Philippines, South Africa, and...

Understanding the impacts of the COVID-19 pandemic on households' welfare in areas at the admin-1 level subject to fragility, conflict, and violence is important to inform programs and policies in this context. Harmonized data from high-frequency phone surveys indicate that, at the onset of the...