World Data Lab specializes in creating economic and demographic models that help organizations make data-driven decisions. Our global team of data scientists, economists, demographers, and developers are passionate about combining new data sources with groundbreaking methods to push the frontiers of what is knowable.
Several countries in the world pose particular challenges to the development community. Due to war or political considerations, little can be said regarding conditions on the ground or where aid and other support could best be deployed. World Data Lab is pioneering techniques to solve this challenge. Using hybrid techniques in data sourcing and modeling, we can develop reliable subnational poverty estimates for challenging environments.
This model estimates poverty and income in all of the North Korea’s provinces. The model uses satellite nightlight luminosity data to infer economic power by comparing the luminosity of North Korea’s regions to the luminosity levels of rural Chinese areas. It imputes income distribution by matching census data to similar countries with more data. This is based on age pyramids, sectoral employment structure, education structure, and our GDP estimates.
We are interested in applying these techniques to other environments where little is known but needs are particularly great. Partner with us to learn more about how we can collaborate.