The second research question concerns the logistics information system
characteristics that contribute most to overall logistics competence. This
research question is investigated for both operating and planning systems.
Backward stepwise regression is used to evaluate the significance of this
relationship. Specifically, the independent variables are the evaluations of the
firm’s logistics operating and planning systems respectively while the
dependent variable is the overall capability index score[36].