Maternal smoking during pregnancy was associated with an increased risk of major malformations in newborns. A study of over 2000 pregnancies found the risk of major malformations was 3.3 times higher for babies exposed to maternal smoking compared to non-exposed babies. Paternal smoking was also high among the smoking mothers, occurring in over 60% of smoking mothers compared to 38% of non-smoking mothers. Exposure to alcohol and lower education levels were also associated with increased risk of maternal smoking during pregnancy.