What Work Does Generative AI Do?
Essays SEP 8, 2026
By: Alexander Bick, Adam Blandin, David Deming, Tyler Schumacher
OCT 5, 2023
By: Abdoulaye Ndiaye, Kyle Herkenhoff, Abdoulaye Cissé, Alessandro Dell’Acqua and Ahmadou A. Mbaye
This paper studies the welfare effects of unemployment insurance (UI) in low-income countries characterized by high levels of informality, weak enforcement of UI claims, and job search frictions. We assess the impact of UI on workers’ welfare in the presence of moral hazard and liquidity constraints. Our analysis highlights the significance of the UI scheme design on workers’ welfare and identifies potential funding constraints in implementing UI in imperfect labor markets. Using a custom labor force survey conducted in Senegal, we estimate the key parameters of an extended Chetty (2006) model incorporating an informal sector, and we evaluate the welfare implications of three different UI schemes with varying degrees of enforcement and funding sources. Our results demonstrate that workers respond to UI benefits and that welfare gains depend on the design of the UI system. We find that broad-based taxation through a VAT, inflation tax, or external funding can compensate for weak enforcement (i.e., high false UI claim rates), leading to substantial and quantifiable welfare gains. Moreover, safety net expansions reduce loan default rates, potentially fostering greater credit access. This study emphasizes the need to increase the prevalence of UI in low-income countries and provides insights into the design of achievable UI schemes that deliver significant welfare improvements.
Essays SEP 8, 2026
By: Alexander Bick, Adam Blandin, David Deming, Tyler Schumacher
Working Papers SEP 8, 2026
By: Alexander Bick, Adam Blandin, David Deming, Tyler Schumacher
Essays SEP 2, 2026
By: Megan Rivera
Get updates on our latest research, event announcements, and policy insights delivered straight to your inbox. Stay connected with the leading voices on equitable growth.