Absolutely. There's a reason body fat percentage in New York City is so much lower than anywhere else in the US!
The original reason for low population density was agricultural work, which - even in the early days of mechanisation - was plenty physical.
Living in exurbia to work and consume like a city dweller is a new kind of stupid.