A Primer on the Conditional Mediation Analysis in PLS-SEM

IF 2.8 4区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Data Base for Advances in Information Systems Pub Date : 2021-12-09 DOI:10.1145/3505639.3505645
J. Cheah, Christian Nitzl, J. Roldán, G. C. Carrion, S. Gudergan
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引用次数: 35

Abstract

Conditional mediation (CoMe) analysis integrates mediation and moderation analyses to examine and test hypotheses about how mediated relationships vary as a function of context, boundaries, or individual differences. Although CoMe analysis can be a crucial element of empirical studies that seek to advance theory in information systems, applications of such analysis are scarce, in general, and in partial least squares structural equation modeling (PLS-SEM), in particular. This paper clarifies conceptual fundamentals of and develops guidelines for CoMe analysis within the PLS-SEM context. Furthermore, the paper outlines the illustrative use of CoMe analysis in PLS-SEM and presents detailed step-by-step procedures to do so in the PLS-SEM setting. Overall, this paper provides researchers and practitioners with the required knowledge to properly carry out, report, and interpret CoMe analysis in PLS-SEM.
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PLS-SEM条件中介分析初探
条件中介(CoMe)分析集成了中介和调节分析,以检查和测试关于中介关系如何随上下文、边界或个体差异而变化的假设。尽管CoMe分析可以成为寻求信息系统理论进步的实证研究的关键元素,但这种分析的应用通常很少,特别是在偏最小二乘结构方程建模(PLS-SEM)中。本文阐明了PLS-SEM背景下CoMe分析的概念基础和发展指南。此外,本文概述了在PLS-SEM中使用CoMe分析的说明性,并介绍了在PLS-SEM设置中详细的一步一步的程序。总体而言,本文为研究人员和从业者提供了正确执行,报告和解释PLS-SEM中CoMe分析所需的知识。
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来源期刊
Data Base for Advances in Information Systems
Data Base for Advances in Information Systems INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
3.60
自引率
7.10%
发文量
18
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