NOT REALLY: Can the negative effects of fatherlessness be attributed to other factors, like poverty? “Many of these negative outcomes are associated with the higher poverty rates of single mothers. In many cases, however, the improvements in child well-being that are associated with marriage persist even after adjusting for differences in family income. This indicates that the father brings more to his home than just a paycheck.”