Although surely there were many factors which determined WW2 assignments, I could see consideration being given to home climate, so that Floridians like your neighbor and SoCal natives like my fellow golfer might be sent to North Africa and the Pacific, and northerners to Europe.
In WW II, the US Army often trained and assigned men and combat units as needed, and not always according to the best fit.