We develop a detailed model to evaluate the necessary investment requirements to achieve affordable universal broadband. The results indicate that approximately $418 billion needs to be mobilized to connect all unconnected citizens globally (targeting 40-50 GB/Month per user with 95 percent...

We evaluate the direct employment effect of the public investment in key infrastructure—electricity, roads, schools and hospitals, and water and sanitation. Using rich firm-level panel data from 41 countries over 19 years, we estimate that US$1 million of public spending in infrastructure...

We evaluate the direct employment effect of the public investment in key infrastructure—electricity, roads, schools and hospitals, and water and sanitation. Using rich firm-level panel data from 41 countries over 19 years, we estimate that US$1 million of public spending in infrastructure...

In recent decades, Sub-Saharan Africa (SSA) has experienced rapid advances in digitalization, with unprecedented growth in internet penetration. This paper investigates the impact of internet penetration in SSA on real GDP growth, productivity, and sector output and employment. The analysis...

We study the macroeconomic effects of the COVID-19 epidemic in a quantitative dynamic general equilibrium setup with nominal rigidities. We evaluate various containment policies and show that they allow to dramatically reduce the welfare cost of the disease. Then we investigate the role that...

After a steady increase following the global financial crisis, private nonfinancial sector leverage rose further during the COVID-19 on the back of easy financial conditions induced by unprecedented policy support. We investigate the empirical relationships between increased leverage, financial...

The global financial system has shown remarkable resilience during the COVID-19 pandemic, despite a sharp decline in economic activity and the initial financial market upheaval in March 2020. This paper takes stock of the factors that contributed to this resilience, focusing on the role of...

We study the macroeconomic consequences of tariffs. We estimate impulse response functions from local projections using a panel of annual data that spans 151 countries over 1963-2014. We find that tariff increases lead, in the medium term, to economically and statistically significant declines...

Using panel data for 15 industrial countries, active labor market policies (ALMPs) are shown to have raised employment rates in the business sector in the 1990s, after controlling for many institutions, country-specific effects, and economic variables. Among such policies, direct subsidies to...

The employment impact of environmental policies is an important question for policy makers. We examine the effect of increasing the stringency of environmental policy across a broad set of policies on firms’ labor demand, in a novel identification approach using Worldscope data from 31...