AEA Papers and Proceedings · 2026
A New Perspective on Spatial Heterogeneity in African Development
All authors contributed equally.
We combine satellite imagery and survey data to map infrastructure access across Africa using machine learning. We then use spatial regression discontinuity to estimate the impact of national institutions on infrastructure access.