The story lacks explicit LGBTQ+ characters or non-cisnormative identities. Interpersonal tension is framed through a heteronormative lens, even during dream sequences exploring romantic desire.

Clara Oswald serves as a highly capable agent with significant intellectual and survivalist agency. The narrative also subverts traditional masculine authority by exploring different versions of the Doctor's persona.

Casting and narrative focus remain centered on white protagonists. The snowy, festive setting and character archetypes do not utilize diverse ethnic backgrounds to challenge the status quo.

The episode engages with seasonal folklore through a whimsical, secular lens rather than religious dogma. However, it remains heavily celebratory of Western seasonal tropes and traditions.

There is no prominent depiction of visible or invisible disabilities. The external threats present do not serve as metaphors for neurodivergence or chronic illness.