Reconsidering the Problem of Common-Method Variance in Organizational Communication Research

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-01-03 DOI:10.1177/08933189231226242

Brian Manata, F. Boster

引用次数: 0

Abstract

This manuscript details the different attributes associated with the problem of common-method variance. First, upon defining validity, we review the two primary ways by which scholars attempt to control for common-method variance, and in doing so discuss their merits. Second, we provide two alternative explanations that may also account for the appearance of disparate correlations, neither of which have to do with common-method variance. Finally, we offer a set of parsimonious solutions for the problem of common-method variance, namely CFA without correlated residuals or modeled method factors. Overall, the purpose of this manuscript is to provide guidance for organizational communication scholars when dealing with this problem.

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重新考虑组织交流研究中的共同方法差异问题

本手稿详细介绍了与共同方法方差问题相关的不同属性。首先，在定义有效性后，我们回顾了学者们试图控制共同方法方差的两种主要方法，并讨论了它们的优点。其次，我们提供了两种替代解释，它们也可以解释差异相关性的出现，但都与共同方法方差无关。最后，我们为共同方法方差问题提供了一套简明的解决方案，即没有相关残差或建模方法因子的 CFA。总之，本手稿的目的是为组织传播学者在处理这一问题时提供指导。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.