Theoretical and Practical Foundations of Mokken Scale Analysis in Psychology

Q3 Social Sciences
Paideia Pub Date : 2022-01-01 DOI:10.1590/1982-4327e3223
V. R. Franco, J. Laros, R. V. S. Bastos
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引用次数: 1

Abstract

Abstract Item Response Theory represents one of the major advances in the field of developing valid and reliable measures in psychology. Among the main models used in this perspective are the Rasch model and the logistic models. These parametric models, however, are not suitable for all applications in psychology, since a substantial number of databases in psychology do not satisfy the assumptions of these models: unidimensionality; latent monotonicity; local independence; and, for some models, non-intersecting functions. Given this framework, the objective of this study was to present the theoretical and practical foundations of Mokken Scale Analysis (MSA). We present some historical issues involving the development of MSA, in addition to the main characteristics and assumptions of the two models used in this perspective. After exemplifying a MSA application, limitations and final considerations are presented, supporting the decision-making process for researchers who come to use MSA.
心理学中莫肯量表分析的理论与实践基础
项目反应理论是开发有效、可靠的心理学测量方法领域的重要进展之一。在这一观点中使用的主要模型是Rasch模型和logistic模型。然而,这些参数模型并不适用于心理学的所有应用,因为心理学中的大量数据库不满足这些模型的假设:单维性;潜在的单调性;当地的独立;对于一些模型,不相交的函数。在此框架下,本研究的目的是提出Mokken量表分析(MSA)的理论和实践基础。我们提出了一些涉及MSA发展的历史问题,以及在这一视角中使用的两个模型的主要特征和假设。在举例说明了MSA应用程序后,提出了限制和最终考虑因素,以支持使用MSA的研究人员的决策过程。
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
Paideia
Paideia Social Sciences-Education
CiteScore
1.10
自引率
0.00%
发文量
19
审稿时长
36 weeks
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