Cognitive behavioral therapy is identified as the most effective intervention for preventing postpartum depression based on evidence from multiple studies. CBT has been shown to significantly reduce depressive symptoms and decrease the risk of depressive episodes occurring through randomized controlled trials and meta-analyses. While CBT can be delivered in various ways, individual therapy in the postpartum period tends to be most effective. Further research is still needed to explore additional prevention interventions for reducing the burden of postpartum depression.