Using partial least squares in operations management research: A practical guideline and summary of past research

Using partial least squares in operations management research: A practical guideline and summary of past research

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Article ID: iaor20125164
Volume: 30
Issue: 6
Start Page Number: 467
End Page Number: 480
Publication Date: Sep 2012
Journal: Journal of Operations Management
Authors: ,
Keywords: operations management, structural systems, least squares
Abstract:

The partial least squares (PLS) approach to structural equation modeling (SEM) has been widely adopted in business research fields such as information systems, consumer behavior, and marketing. The use of PLS in the field of operations management is also growing. However, questions still exist among some operations management researchers regarding whether and how PLS should be used. To address these questions, our study provides a practical guideline for using PLS and uses examples from the operations management literature to demonstrate how the specific points in this guideline can be applied. In addition, our study reviews and summarizes the use of PLS in the recent operations management literature according to our guideline. The main contribution of this study is to present a practical guideline for evaluating and using PLS that is tailored to the operations management field.

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