The film follows a strictly heteronormative framework. Romantic arcs focus on cisgender, heterosexual dynamics without exploring queer identities or non-traditional relationship structures.

Millie drives the plot through her emotional intelligence and agency. However, the story relies on traditional romantic comedy tropes rather than subverting patriarchal hierarchies.

The cast is predominantly white and middle-class. The New York City setting serves as a backdrop for a homogeneous social circle rather than a space for ethnic intersectionality.

The narrative operates within a conventional Western framework centered on personal growth. It follows a standard moral arc of righting wrongs without deconstructing traditional institutions.

The protagonist's status as a ghost is a fantasy device rather than a nuanced look at disability. There is no meaningful representation of neurodivergence or physical disabilities.