Department of Psychology and Assessment Research Centre, The Education University of Hong Kong.
Department of Psychology, The Chinese University of Hong Kong.
Psychol Methods. 2018 Jun;23(2):262-277. doi: 10.1037/met0000160. Epub 2017 Nov 27.
Mediated moderation (meMO) occurs when the moderation effect of the moderator (W) on the relationship between the independent variable (X) and the dependent variable (Y) is transmitted through a mediator (M). To examine this process empirically, 2 different model specifications (Type I meMO and Type II meMO) have been proposed in the literature. However, both specifications are found to be problematic, either conceptually or statistically. For example, it can be shown that each type of meMO model is statistically equivalent to a particular form of moderated mediation (moME), another process that examines the condition when the indirect effect from X to Y through M varies as a function of W. Consequently, it is difficult for one to differentiate these 2 processes mathematically. This study therefore has 2 objectives. First, we attempt to differentiate moME and meMO by proposing an alternative specification for meMO. Conceptually, this alternative specification is intuitively meaningful and interpretable, and, statistically, it offers meMO a unique representation that is no longer identical to its moME counterpart. Second, using structural equation modeling, we propose an integrated approach for the analysis of meMO as well as for other general types of conditional path models. VS, a computer software program that implements the proposed approach, has been developed to facilitate the analysis of conditional path models for applied researchers. Real examples are considered to illustrate how the proposed approach works in practice and to compare its performance against the traditional methods. (PsycINFO Database Record
中介调节(meMO)是指调节变量(W)对自变量(X)和因变量(Y)之间关系的调节作用是通过中介变量(M)传递的。为了从经验上检验这一过程,文献中提出了两种不同的模型规范(I 型 meMO 和 II 型 meMO)。然而,这两种规范在概念上或统计上都存在问题。例如,可以证明每种类型的 meMO 模型在统计上都等同于特定形式的调节中介(moME),后者检验的是通过 M 从 X 到 Y 的间接效应随 W 变化的条件。因此,很难从数学上区分这两种过程。本研究有两个目的。首先,我们试图通过为 meMO 提出另一种规范来区分 moME 和 meMO。从概念上讲,这种替代规范是直观的、有意义的和可解释的,从统计学上讲,它为 meMO 提供了一种独特的表示形式,不再与其 moME 对应物相同。其次,我们使用结构方程建模,提出了一种用于分析 meMO 以及其他一般类型的条件路径模型的综合方法。VS 是一个实现所提出方法的计算机软件程序,旨在为应用研究人员分析条件路径模型提供便利。考虑了真实示例来说明拟议方法在实践中的工作原理,并将其性能与传统方法进行比较。