The overwhelming majority of experimental research in ion beam mixing starts from the implicit assumption of a particular model description of the mixing process to define effective quantities whose functional dependences on parameters characterizing the target properties and bombardment conditions are studied. In the present work some difficulties inherent to this approach are discussed. Of particular interest here are the uncertainties in the evaluation of the energy deposited to nuclear collisions per unit path length at the interface, FD. Experimental results appearing in the literature and a own study on the ion beam mixing in Fe/Al bilayers are discussed in the scope of the limitations imposed by the uncertainties of model parameters. In conclusion it is suggested that the differences in the geometry of collision cascades may account for the observed deviations of the experimental results from the theoretically predicted dependences of ion mixing on temperature and FD.