The current study investigates the relationship between the propagation of hate speech and the violence that adolescents encounter and inflict, both offline and online. Results demonstrate that exposure to hate speech raises the likelihood of engaging in hate speech, which is consistent with Wright’s (2017) hypothesis of transference of aggression. Replication of violence is associated with witnessing or experiencing hate speech, particularly in educational environments. The most startling finding is that exposure to hate speech online predicts hate speech actions in both online and offline settings in the future. Additionally, the study highlights the ways in which digital surroundings impact student interactions and intensify hostility. The time-bound context and middling sample size are limitations that impact generalizability. The sample size should be increased in future studies to improve the results’ applicability. https://www.frontiersin.org/journals/human-dynamics/articles/10.3389/fhumd.2025.1632091/full Share this: Click to print (Opens in new window) Print Click to share on Facebook (Opens in new window) Facebook Click to share on LinkedIn (Opens in new window) LinkedIn Click to share on Reddit (Opens in new window) Reddit Click to share on WhatsApp (Opens in new window) WhatsApp Click to share on Bluesky (Opens in new window) Bluesky Click to email a link to a friend (Opens in new window) Email Like this:Like Loading... Post navigation Topological data mapping of online hate speech, misinformation, and general mental health: A large language model based study (PLOS. Digital Health)