Miss Annie Rooney is a 1942 American drama film directed by Edwin L. Marin. The screenplay by George Bruce has some similarities to the silent film, Little Annie Rooney starring Mary Pickford, but otherwise, the films are unrelated. Miss Annie Rooney is about a teenager from a humble background who falls in love with a rich high school boy. She is snubbed by his social set, but, when her father invents a better rubber synthetic substitute, her prestige rises. Notable as the film in which Shirley Temple received her first on-screen kiss, and Moore said it was his first kiss ever. The film was panned.

Shirley Temple Black was an American actress, singer, dancer, and diplomat, who was Hollywood's number-one box-office draw as a child actress from 1934 to 1938. Later, she was named United States Ambassador to Ghana and Czechoslovakia, and also served as Chief of Protocol of the United States.