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 (Shirley Temple) from a humble background who falls in love with a rich high school boy (Dickie Moore). She is snubbed by his social set, but, when her father (William Gargan) invents a better rubber synthetic substitute, her prestige rises. Notable as the film in which Shirley Temple received her first screen kiss and Moore said it was his first kiss ever. The film was panned.