Critics have observed elements similar to the video's somber vibe and infamous setting in several films and television series. A golden-hued setting from the film ' was compared to the video by Logo's "The Backlot". The locale in an episode of ' titled "Fried Chicks" was likened to the video, with Vulture.com saying "Fiona is having her hair done on the set of "That's the Way Love Goes"." Jackson's black ensemble during this period were prominent influences in fashion. In 2011, "Elle Magazine" described a Catherine Malandrino black dress as reminiscent of Jackson's outfit worn in the clip.