No Increased Risk Of Birth Defects After Covid Vaccination During Pregnancy, Study Finds “One of the reasons women struggle with the vaccine in pregnancy is they’re worried about their babies and don’t want to take any risks…this study shows there really is no increased risk of birth defects,” said study author Dr. Rachel Ruderman.