According to the Blue Zone researchers, some of the Blue Zones are disappearing because the generations that came after the oldest live differently and much shorter. By differently, their eating, body movement, and other characteristics are different. Looking at the whole population doesn't segment for differences between generation. So, nuance is lost.
In some areas, like the Blue Zone in the US other research is finding the people who live there are healthier than the surrounding populations. Then you have to ask, what area do you average over for your measurement and statistics?