The film lacks LGBTQ+ characters or any exploration of non-heteronormative identities. Interpersonal dynamics focus strictly on platonic friendships and species-based camaraderie.

Gloria the hippo serves as a primary female lead, though her role follows standard animated archetypes. The plot prioritizes group survival over the subversion of gendered power dynamics.

As an animal fable, the film lacks human ethnic identifiers. While species variety provides visual diversity, it functions as a biological metaphor rather than an exploration of racial intersectionality.

The story operates within a Western comedic framework centered on the mythological figure of Santa Claus. It avoids engaging with the cultural nuances or post-colonial themes of Madagascar.

There are no portrayals of visible or invisible disabilities. Character struggles are tied to environmental challenges rather than the lived experiences of neurodivergence or physical impairment.