This paper deals with the problem of estimating the variability for distributions associated with the facilities design problem. An empirical model is proposed to estimate the variance of these distributions from the basic flow and distance data, which compares favourably with the one proposed by Wallace, Hitchings and Towill, yielding, in general, better predictions of the variance.