Spencer Woolley Kimball was born on March 28, 1895, in Salt Lake City, Utah Territory, to Andrew Kimball and Olive Woolley, sister of Mormon pioneer and eventual Mormon fundamentalist John W. Woolley.
Kimball graduated from high school in May 1914, and one week later was called to serve as a missionary in the Swiss-German Mission.