Surveys since the late 1970s have sought to explore female literacy and its role in the reduction of fertility. The data available, however, have not been used for a multiple regression analysis of the relationship. This paper based on a study in two states used a regression exercise done for four different models, to explore the relation controlling for a number of confounding factors. Without overall development, literacy, although a critical preconditioner, affected fertility reduction in small percentage terms.