dough + boy; its use to refer to an infantryman is unknown, but dates from 1847, during the Mexican-American War.
doughboy (plural doughboys)
- (US) An American infantryman, especially one from World War I.
- A kind of flour dumpling.
- ^ “doughboy”, Wordorigins.org, Dave Wilton, Monday, January 05, 2009.