The film lacks LGBTQ+ characters or non-cisnormative identities. It operates within a conventional framework focused on seasonal themes without engaging with queer identity.

Character dynamics follow traditional animated tropes. The Ghostly Trio provides chaos, but gender roles do not subvert established hierarchies or demonstrate significant female agency.

The cast consists of a homogeneous group of anthropomorphic and human figures. There is no evidence of diverse ethnic representation or race-bent casting.

The story is rooted in traditional Western holiday celebrations. It reinforces conventional seasonal values rather than critiquing Western institutions or religious structures.

While the characters are ghosts, this fantasy trope is not used to explore disability or neurodivergence. It lacks nuanced representation of physical or invisible disabilities.