Douglas is a granddaughter of the actor Melvyn Douglas and his first wife, artist Rosalind Hightower, and has said that her grandfather's performance in Being There, in particular, was influential on her own career.Her paternal great-grandfather was Latvian-born composer and pianist Edouard Hesselberg.
