Goodman's professional Scouting career was interrupted during World War I, when he was drafted into the U.S. Army shortly after his promotion to Scout executive. He served in the infantry as a first lieutenant, but his unit was never sent overseas. In December 1918, he was discharged from the Army and resumed his professional career as Scout executive in Philadelphia.