USING PLS PATH MODELING FOR ASSESSING HIERARCHICAL CONSTRUCT MODELS: GUIDELINES AND EMPIRICAL ILLUSTRATION
USING PLS PATH MODELING FOR ASSESSING HIERARCHICAL CONSTRUCT MODELS: GUIDELINES AND EMPIRICAL ILLUSTRATION
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DOI：
10.2307/20650284
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发表时间：
2009-03-01
期刊：
影响因子：
7.3
通讯作者：
van Oppen, Claudia
中科院分区：
文献类型：
--
作者：
Wetzels, Martin;Odekerken-Schroder, Gaby;van Oppen, Claudia
在本文中，作者表明，PLS路径建模可以用来评估一个层次结构模型。他们提供了使用PLS路径建模构建分层结构模型的四个关键步骤的指南。这种方法是实证说明使用反射，四阶潜变量模型的在线体验价值的背景下，在线图书和CD零售。此外，使用PLS路径建模来估计分层结构模型中的参数的指导方针被扩展超出了经验说明的范围。实证说明的结果被用来讨论使用协方差为基础的SEM与PLS路径建模。最后，作者总结了他们的研究的局限性和对未来研究的建议。
In this paper, the authors show that PLS path modeling can be used to assess a hierarchical construct model. They provide guidelines outlining four key steps to construct a hierarchical construct model using PLS path modeling. This approach is illustrated empirically using a reflective, fourth order latent variable model of online experiential value in the context of online book and CD retailing. Moreover, the guidelines for the use of PLS path modeling to estimate parameters in a hierarchical construct model are extended beyond the scope of the empirical illustration. The findings of the empirical illustration are used to discuss the use of covariance-based SEM versus PLS path modeling. The authors conclude with the limitations of their study and suggestions for future research.