Yeah, even more so than income. It is kinda weird that way.
Every individual of course sets his or her own path, but populations taken as a whole seem to exhibit dominant patterns.
You don't think genetics could be a factor here at all?
Although for a thoughtful and thorough analysis:
An introductory wikipedia article: https://en.wikipedia.org/wiki/Epidemiology_of_obesity
Google scholar search: https://scholar.google.com/scholar?q=epidemiological+obesity