Document Type
Article
Publication Date
9-1-2012
School
Management
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. (C) 2012 Elsevier B.V. All rights reserved.
Publication Title
Journal of Operations Management
Volume
30
Issue
6
First Page
467
Last Page
480
Recommended Citation
Peng, D. X.,
Lai, F.
(2012). Using Partial Least Squares in Operations Management Research: A Practical Guideline and Summary of Past Research. Journal of Operations Management, 30(6), 467-480.
Available at: https://aquila.usm.edu/fac_pubs/221
Comments
© This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/. Publisher's version at: 10.1016/j.jom.2012.06.002