The film lacks LGBTQ+ characters or any exploration of non-heteronormative identities. Character dynamics focus strictly on traditional friendship and ensemble teamwork.

Centering the plot on an all-girls finishing school provides a unique setting. While female characters and Velma possess agency, the roles largely follow standard 1980s animation tropes.

The narrative uses monster archetypes like vampires and mummies as metaphors for outsiders. However, it lacks direct engagement with real-world human ethnic or racial diversity.

The story follows traditional Western storytelling structures and reinforces institutional authority. It presents a moralistic world without critiquing religion or Western social institutions.

There is no intentional depiction of physical or invisible disabilities. Supernatural traits serve as plot devices rather than nuanced explorations of neurodivergence or disability.