According to researchers at Binghamton and State Universities of New York, drinking any amount of alcohol during pregnancy is harmful to unborn babies. Even a small to moderate amount of drinking alcohol during pregnancy may produce significant amount of anxiety in newborns, especially males, lasting through adolescence and into adulthood.