Testing measurement invariance of composites using partial least squares

Henseler Jorg; Ringle Christian M.; Sarstedt Marko

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Testing measurement invariance of composites using partial least squares

机译：使用偏最小二乘检验复合材料的测量不变性

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Purpose - Research on international marketing usually involves comparing different groups of respondents. When using structural equation modeling (SEM), group comparisons can be misleading unless researchers establish the invariance of their measures. While methods have been proposed to analyze measurement invariance in common factor models, research lacks an approach in respect of composite models. The purpose of this paper is to present a novel three-step procedure to analyze the measurement invariance of composite models (MICOM) when using variance-based SEM, such as partial least squares (PLS) path modeling.

机译：目的-国际营销研究通常涉及比较不同的受访者群体。使用结构方程模型（SEM）时，除非研究人员确定其度量不变性，否则组比较可能会产生误导。虽然已经提出了分析公共因子模型中度量不变性的方法，但是研究缺乏关于复合模型的方法。本文的目的是提出一种新颖的三步骤程序，以分析使用基于方差的SEM（例如偏最小二乘（PLS）路径建模）的复合模型（MICOM）的测量不变性。

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来源
《International marketing review》 |2016年第3期|405-431|共27页
作者
Henseler Jorg; Ringle Christian M.; Sarstedt Marko;
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作者单位

Univ Twente, Dept Design, Enschede, Netherlands|Univ Nova Lisboa, NOVA Informat Management Sch, Lisbon, Portugal;

Hamburg Univ Technol, Inst Human Resource Management & Org, Hamburg, Germany|Univ Newcastle, Fac Business & Law, Newcastle, NSW, Australia;

Univ Newcastle, Fac Business & Law, Newcastle, NSW, Australia|Otto Von Guericke Univ, Inst Mkt, Magdeburg, Germany;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Methodology; Structural equation modelling; Measurement; Measurement invariance; Partial least squares; MICOM; Multigroup; Variance-based SEM; Composite models; Permutation test; Path modelling;

机译：方法学;结构方程模型;测量;测量不变性;偏最小二乘;MICOM;多组;基于方差的SEM;复合模型;置换试验;路径建模;

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Testing measurement invariance of composites using partial least squares

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