在运营管理研究中使用偏最小二乘法:实用指南与过往研究总结

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

JOURNAL OF OPERATIONS MANAGEMENT · 2012
被引 125
人大 AFT50UTD24ABS 4*

中文导读

为运营管理研究者提供使用偏最小二乘法(PLS)的实用指南,结合文献实例说明如何应用,并总结近期运营管理文献中PLS的使用情况,帮助判断是否及如何使用该方法。

Abstract

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.

运营管理结构方程模型偏最小二乘法研究方法