组织心理学中的模糊集定性比较分析(fsQCA):理论概述、研究指南和使用R软件的一步一步教程。

IF 2.9 4区 心理学 Q1 PSYCHOLOGY Spanish Journal of Psychology Pub Date : 2023-07-27 DOI:10.1017/SJP.2023.21
Nicola Cangialosi
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引用次数: 0

摘要

模糊集定性比较分析(fsQCA)是一种评估导致结果的变量配置影响的方法。最近在组织心理学中对这种技术的兴趣增长证明了这种方法是解决新的和决定性的研究假设的重要工具。然而,fsQCA的有效性不仅取决于其一般原则,还取决于这些原则在研究界的理解和应用程度。因此,需要一个涵盖该方法的基本思想和原则的指南来帮助研究界理解和实际应用。目前的研究试图通过以下方式提供对FsQCA的理解:(a)对该方法的完整描述,突出一些最重要的理论方法方面;(b)对最常用的指南和建议的看法,以及(c)如何在R中使用QCA软件包进行FsQCA的逐步说明。来自意大利中部一家公司的120名员工和主管的数据被用来最好地说明如何开展fsQCA。本教程附带了用于执行来自R的QCA包的分析的代码,可以对其进行调整以适应新的数据集。
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Fuzzy-Set Qualitative Comparative Analysis (fsQCA) in Organizational Psychology: Theoretical Overview, Research Guidelines, and A Step-By-Step Tutorial Using R Software.

Fuzzy set qualitative comparative analysis (fsQCA) is a method for assessing the effects of configurations of variables leading to an outcome. The recent growth of interest in this technique in organizational psychology is proving this method to be an important tool for addressing new and decisive research hypotheses. However, the effectiveness of fsQCA is dictated not only by its general principles, but also by how well these are understood and applied in the research community. Consequently, a guide that covers the fundamental ideas and tenets of the approach is required to aid the research community in its comprehension and practical application. The current study seeks to offer an understanding of FsQCA by providing: (a) A complete description of the method highlighting some of the most important theoretical-methodological aspects; (b) a perspective on the most used guidelines and recommendations, and (c) step-by-step instructions on how to carry out FsQCA in R using the QCA package. Data from 120 employees and supervisors derived from a company based in central Italy were used o best to illustrate how to carry out fsQCA. Codes for conducting the analyses from the QCA package for R accompany the tutorial and can be adapted to a new dataset.

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来源期刊
Spanish Journal of Psychology
Spanish Journal of Psychology Arts and Humanities-Language and Linguistics
CiteScore
3.60
自引率
0.00%
发文量
44
期刊介绍: The Spanish Journal of Psychology is published with the aim of promoting the international dissemination of relevant empirical research and theoretical and methodological proposals in the various areas of specialization within psychology. The first Spanish journal with an international scope published entirely in English.
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