“…One of the methodological problems with application of these approaches has been the inadequate consideration of coding the explanatory variables in multivariate analysis. For example, mother's age at birth of child, an important determinant of infant mortality, is sometimes treated as a categorical variable (Trussell and Hammerslough, 1983;Hobcraft et al, 1985;Pebley and Stupp, 1987;Miller et al, 1992) and sometimes as a linear or quadratic interval variable (Pebley and Stupp, 1987;Retherford et al, 1989;Koenig et al, 1990), but justification was seldom given why a particular coding was chosen. Frequently, the choice of coding of such independent variables is done empirically or subjectively.…”