Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?

Satej Soman, Emily Aiken, Esther Rolf +1

Machine learning-based estimates of poverty and wealth are increasingly being used to guide the targeting of humanitarian aid and the allocation of social assistance. However, the…