This 10,000 is way to high for experimental work. They just needed a representative sample.
Even poll companies do not need to go around collecting views from all population but only need a small, but representative sample to gauge the status of a whole with a decent level of confidence.
This project seems to have been conceived mainly for corruption and food insecurity is secondary.