Reverse causation in teen screen links

Instead of social media causing poor mental health, adolescents with existing mental‑health problems may use social media more intensively, producing a spurious link. Research and policy should therefore prioritize longitudinal designs and interventions that treat vulnerability as cause, not only consequence. — If true, this shifts debate and policy from blanket screen restrictions toward targeted support for vulnerable youth and better causal research methods.