Spearman's footrule measure of the relationship between two sets of ra
nks is shown to be a chance-corrected measure of agreement. The foot r
ule is generalized to include tied ranks and a comparison with Spearma
n's rank-order correlation coefficient is provided. Procedures to dete
rmine the nonasymptotic probability of the footrule with tied ranks ar
e presented.