"You Might Think" won the first MTV Video Music Award for Video of the Year and was nominated for five more awards (Best Special Effects, Best Art Direction, Viewer's Choice, Best Concept Video and Most Experimental Video) at the 1984 MTV Video Music Awards. The video also won five awards (Best Video, Best Conceptual, Most Innovative, Best Editing and Best Special Effects) at "Billboard" 1984 Video Music Awards and four awards (Best Achievement In Music Video, Best Editing In Music Video, Best Engineering In Music Video and Best Camerawork In Music Video) at the Videotape Production Association's 1985 Monitor Awards.