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回应:PLS大厦的裂缝

Rejoinder: fractures in the edifice of PLS

European Journal of Marketing · 2023
被引 5
ABS 3

中文导读

本文回应Yuan对“Marketing or Methodology”一文的评论,指出其论点有误或不清,且其提供的材料反而进一步证明应避免在营销研究中使用偏最小二乘(PLS)方法。

Abstract

Purpose This study aims to provide a response to the commentary by Yuan on the paper “Marketing or Methodology” in this issue of EJM. Design/methodology/approach Conceptual argument and statistical discussion. Findings The authors find that some of Yuan’s arguments are incorrect, or unclear. Further, rather than contradicting the authors’ conclusions, the material provided by Yuan in his commentary actually provides additional reasons to avoid partial least squares (PLS) in marketing research. As such, Yuan’s commentary is best understood as additional evidence speaking against the use of PLS in real-world research. Research limitations/implications This rejoinder, coupled with Yuan’s comment, continues to support the strong implication that researchers should avoid using PLS in marketing and related research. Practical implications Marketing researchers should avoid using PLS in their work. Originality/value This rejoinder supports the earlier conclusions of “Marketing or Methodology,” with additional argumentation and evidence.

市场营销研究方法偏最小二乘回归