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首页> 外文会议>2010 IEEE International Professional Communication Conference >Structural equation modeling made easy: A tutorial based on a behavioral study of communication in virtual teams using WarpPLS 1.0
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Structural equation modeling made easy: A tutorial based on a behavioral study of communication in virtual teams using WarpPLS 1.0

机译：结构方程式建模变得容易：基于使用WarpPLS 1.0在虚拟团队中进行交流行为研究的教程

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摘要

Structural equation modeling is a multivariate data analysis technique that allows researchers to concurrently analyze multiple relationships among manifest and latent variables. Two main approaches to SEM exist: covariance-based and variance-based. Variance-based SEM has been gaining attention in the past few years due to its flexibility. Among other features, it performs well under deviations of multivariate normality, and generally requires smaller sample sizes than covariance-based SEM. This tutorial will discuss variance-based SEM in the context of a behavioral study of communication in virtual teams. The software used in the tutorial will be WarpPLS 1.0, developed by the presenter and available at warppls.com. WarpPLS 1.0 is an easy-to-use variance-based SEM software that allows for the modeling of direct, mediating, and moderating effects among latent variables.
机译：结构方程建模是一种多变量数据分析技术，使研究人员可以同时分析清单变量和潜在变量之间的多种关系。存在两种主要的SEM方法：基于协方差和基于方差。基于方差的SEM由于其灵活性而在过去几年中受到关注。除其他功能外，它在多元正态性偏差下表现良好，并且与基于协方差的SEM相比，通常需要更小的样本量。本教程将在虚拟团队中的沟通行为研究的背景下讨论基于差异的SEM。本教程中使用的软件将是演示者开发的WarpPLS 1.0，可在warppls.com上获得。 WarpPLS 1.0是易于使用的基于方差的SEM软件，允许对潜在变量之间的直接，中介和调节效应进行建模。

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