It seems to me there's a lot of interesting psychology elements to this, but it's also a simple reflection of relatively constant growth rates. If population of cities grow 3% every year, they will spend a lot more years in the 1 millions than the 9 millions, etc

Chart looks like this. https://url.odesk.com/a7och