在结构方程模型中使用平衡项目打包法应对默许偏差

On the Use of Balanced Item Parceling to Counter Acquiescence Bias in Structural Equation Models

ORGANIZATIONAL RESEARCH METHODS · 2021
被引 35
人大 A-ABS 4

中文导读

提出使用平衡项目打包法来消除默许应答带来的方法效应,无需显式建模,适用于量表项目较多的情况,并给出具体操作步骤和示例。

Abstract

We propose the use of balanced item parcels to account for method effects caused by acquiescent responding. The use of balanced parcels avoids the need to model method effects explicitly and results in a parsimonious specification of measurement and full structural equation models in the presence of unwanted method effects, particularly when a scale consists of a relatively large number of items. Balanced item parcels are sums or averages of individual items consisting of an equal number of regular and reversed items measuring the same construct. When regular and reversed items are combined into parcels, method effects cancel out (assuming that the method effects affecting the regular and reversed items in a parcel are equal in magnitude), and model fit and parameter estimates will no longer be negatively affected by acquiescent responding. We discuss why balanced item parceling works and when it is likely to prove beneficial, and we present a step-by-step procedure explaining how to use balanced item parceling in practice. We also report a brief hypothetical example to illustrate the proposed approach.

结构方程模型心理测量学计量经济学项目反应理论