整合调节与中介分析

Integrating Moderation and Mediation

ORGANIZATIONAL RESEARCH METHODS · 2016
被引 292 · 同刊同年前 10%
人大 A-ABS 4

中文导读

介绍如何用结构方程模型(SEM)中的潜变量调节结构方程程序(LMS)来同时检验调节和中介假设,提供六种常见情况的示例代码和方程,帮助研究者轻松应用。

Abstract

It is increasingly common to test hypotheses combining moderation and mediation. Structural equation modeling (SEM) has been the favored approach to testing mediation hypotheses. However, the biggest challenge to testing moderation hypotheses in SEM was the complexity underlying the modeling of latent variable interactions. We discuss the latent moderated structural equation procedure (LMS) approach to specifying latent variable interactions, which is implemented in Mplus, and offer a simple and accessible way of testing combined moderation and mediation hypotheses using SEM. To do so, we provide sample code for six commonly encountered moderation and mediation cases and relevant equations that can be easily adapted to researchers’ data. By articulating the similarities in the two different approaches, discussing the combination of moderation and mediation, we also contribute to the research methods literature.

结构方程模型调节分析中介分析潜变量交互研究方法