Alison Lohman wore a wig/was bald throughout the whole film, because she had just previously filmed a role as a cancer patient.
In the film, Astrid's mom is an artist, while in the book her mom is a writer - showing an artist working would make the movie more interesting then showing a writer write.
Barbra Streisand was offered the chance to direct and play Ingrid.