A systematic review and meta-analysis of 18 studies involving 17,380 pregnant women found that common mental disorders affected about one-third of participants across studies from Africa, Asia, and South America. The analysis found strong regional variation and identified intimate partner violence as the only statistically significant risk factor, with affected women having about 2.6-fold higher odds of CMDs.