CONCLUSIONS: This study reveals concerning patterns in ADHD-related content on major Chinese short-video platforms, where potentially harmful content encouraging self-diagnosis receives preferential algorithmic promotion over scientifically rigorous material. The inverse relationship between content quality and user engagement suggests current platform mechanisms may inadvertently amplify misleading health information while marginalizing evidence-based content. These findings underscore the…
