This term must have started just weeks after the first A-Bomb hit Hiroshima on 06 August 1945.
I am thinking there would have been very few young American males in college at that particular moment.
I like going to Newspapers.com and reading the newspapers from that era.
I was kind of surprised how even in 1945, a lot of people were expressing misgivings about dropping the nukes.