The effects of artificial intelligence-based chatbots on mental health: A systematic review and three-level meta-analysis.
Mental health disorders impose a substantial global burden, while access to care remains constrained. AI-based chatbots have emerged as scalable digital interventions, yet existing evidence is limited by heterogeneous intervention types and methodological shortcomings. This study aimed to evaluate the effects of AI-bas...
Qi-Yi Wang, Jia-Le Zhong, Kai Qi et al.
· Psychiatry Research · 0 citations