This only really works if you have a representative subset of he population you're extrapolating to. Is the distribution of experience roughly equivalent to the general population of "developers"? Age distribution? Company size? # of children? Home life? These kinds of demographics can have a big impact, and I see no discussion of how they were accounted for.
Heck, even the general work ethic culture difference between the UK vs the rest of the world could be a huge confounding factor that I know wasn't really accounted for.