About 40 years ago, my wife was at a nutrition research seminar. A nutrition survey to be undertaken in China was being presented by a Chinese scholar. Someone asked what sort of sampling scheme they were planning on using. The Chinese scholar was puzzled, and seemed confused by the question. It became clear after a moment that there was no sampling scheme. They were going to survey all 1B+ Chinese.