John Schofield married Harriet Whitehorn Bartlett, daughter of W.F.C. Bartlett (Chairman of West Point's Department of Philosophy) and they would have two daughters and four sons.
During his military career, perhaps because of his reformer image, Schofield would be dogged by accusations of favoritism toward family members.