  We revive the idea of using physical anomalous dimensions in the QCD scale
evolution of deep-inelastic structure functions and their scaling violations
and present a detailed phenomenological study of its applicability. Differences
with results obtained in the conventional framework of scale-dependent quark
and gluon densities are discussed and traced back to the truncation of the
perturbative series at a given order in the strong coupling.
