The film adaptation of The Love Hypothesis features several notable changes from the original novel. While most characters remain, the absence of Dr. Holden Rodriguez alters key plot points, including Olive's warnings about Dr. Tom Benton. The movie introduces new scenes, such as a cocktail party where Olive is pressured to discuss her research, and modifies the antagonist's interactions with her, including a threatening hotel room visit instead of a recorded harassment incident.