 Pearson was born in Sterling, Kansas on November 12, 1895 and graduated high school in Hutchinson, Kansas.Pearson then moved to Eugene, Oregon where he enrolled at the University of Oregon.Pearson joined the Army when the United States entered the war in 1917 and later in served the Air Service.