A generalization of Shephard's distance functions is proposed, extending th
e usefulness of distance functions in economic analysis. Applications to ef
ficiency measurements and productivity analysis are presented. New indexes
of productivity and technical, allocative, and scale efficiency an proposed
and analyzed. Interpretation of these indexes in terms of ray-average cost
, ray-average revenue, and cost-to-revenue ratio is discussed.