使用项目反应理论的展开模型校准项目:特质人格问卷 5 (TPQue5) 案例。

IF 3 4区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Evaluation Review Pub Date : 2024-12-01 Epub Date: 2023-12-25 DOI:10.1177/0193841X231223374
Eirini M Mitropoulou, Leonidas A Zampetakis, Ioannis Tsaousis
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引用次数: 0

摘要

在描述自我报告测验的反应过程时,展开项目反应理论(IRT)模型是支配性 IRT 模型的重要替代模型。这些模型常用于人格测量,因为它们能显示测验分数解释中的潜在差异。本文旨在通过研究支配型 IRT 模型或展开型 IRT 模型是否能更好地描述根据支配型反应定理构建的人格测量中的反应过程,从而更好地了解特质人格的结构。在评估主导模型时,使用了分级反应模型(GRM);而在评估展开模型时,则研究了广义分级展开模型(GGUM)。所有分析均使用免费提供的 R 软件进行。1340 名希腊成年人(受雇于私营和公共组织)填写了特质人格问卷 5 简表(TPQue5)。研究结果与以往有关特质人格的研究相矛盾。根据所采用的构建方法,TPQue5 项目最好通过单调递增的项目反应函数(IRF)来理解。对 TPQue5 做出反应的个体会随着其特质水平的提高而增加其赞同项目的概率;这适用于所有人格维度,尽管经验开放性表现出混合类型的项目反应模式。此外,还讨论了进一步的研究方向、意义和局限性。
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Calibrating Items Using an Unfolding Model of Item Response Theory: The Case of the Trait Personality Questionnaire 5 (TPQue5).

Unfolding item response theory (IRT) models are important alternatives to dominance IRT models in describing the response processes on self-report tests. Their usage is common in personality measures, since they indicate potential differentiations in test score interpretation. This paper aims to gain a better insight into the structure of trait personality, by investigating whether the dominance or alternatively the unfolding IRT model are better descriptors of the response processes on a personality measure constructed under the dominance response theorem. For the assessment of the dominant model, the Graded Response Model (GRM) is used; while for the unfolding model, the Generalized Graded Unfolding Model (GGUM) was examined. All analyses are conducted with the freely available R. A sample of 1340 Greek adults, employed in private and public organizations, fulfilled the Trait Personality Questionnaire 5 short-form (TPQue5). Findings contradict previous research on trait personality. In accordance to the construction method employed, the TPQue5 items are best understood by monotonically increasing item response functions (IRFs). Individuals responding to the TPQue5 increase their probability of endorsing its items as their trait level increases; this stands for all personality dimensions, although Openness to Experience exhibited mixed type of item response patterns. Further research directions, implications and limitations are also discussed.

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来源期刊
Evaluation Review
Evaluation Review SOCIAL SCIENCES, INTERDISCIPLINARY-
CiteScore
2.90
自引率
11.10%
发文量
80
期刊介绍: Evaluation Review is the forum for researchers, planners, and policy makers engaged in the development, implementation, and utilization of studies aimed at the betterment of the human condition. The Editors invite submission of papers reporting the findings of evaluation studies in such fields as child development, health, education, income security, manpower, mental health, criminal justice, and the physical and social environments. In addition, Evaluation Review will contain articles on methodological developments, discussions of the state of the art, and commentaries on issues related to the application of research results. Special features will include periodic review essays, "research briefs", and "craft reports".
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