Table I presents the research variables retained, their operational definitions, and
the principal source in previous empirical work from which they were taken or
adapted. For the dependent variable, the study uses the advanced manufacturing
technologies taxonomy developed by Brandyberry et al. (1999). In this taxonomy, the
technologies are divided into three categories according to their degree of integration: