Measurement scales for each of the study constructs were pre-tested with a small sample of 21 supply chain professionals. Subsequently, in collaboration with APICS, data were collected from 132 supply chain professionals working in the manufacturing sector. The study scales are assessed for dimensionality, reliability, and validity, and the theorized structural model is assessed using a structural
equation modeling methodology.