Assessment of fit of item response theory models: A critical review of the status quo and some future directions.

IF 1.5 3区 心理学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS British Journal of Mathematical & Statistical Psychology Pub Date : 2025-01-06 DOI:10.1111/bmsp.12378
Sandip Sinharay, Scott Monroe
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引用次数: 0

Abstract

This paper provides a literature review of assessment of fit of item response theory models. Various types of fit procedures for item response theory models are reviewed, with a focus on their advantages and disadvantages. Real data examples are used to demonstrate some of the fit procedures. Recommendations are provided for researchers and practitioners who are interested in assessing the fit of item response theory models.

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项目反应理论模型的拟合性评价:现状及未来发展方向。
本文对项目反应理论模型的拟合评价进行了文献综述。综述了项目反应理论模型的各种拟合程序,重点分析了它们的优缺点。用实际数据的例子来说明一些拟合过程。为有兴趣评估项目反应理论模型契合度的研究者和实践者提供了建议。
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来源期刊
CiteScore
5.00
自引率
3.80%
发文量
34
审稿时长
>12 weeks
期刊介绍: The British Journal of Mathematical and Statistical Psychology publishes articles relating to areas of psychology which have a greater mathematical or statistical aspect of their argument than is usually acceptable to other journals including: • mathematical psychology • statistics • psychometrics • decision making • psychophysics • classification • relevant areas of mathematics, computing and computer software These include articles that address substantitive psychological issues or that develop and extend techniques useful to psychologists. New models for psychological processes, new approaches to existing data, critiques of existing models and improved algorithms for estimating the parameters of a model are examples of articles which may be favoured.
期刊最新文献
Jointly modeling responses and omitted items by a competing risk model: A survival analysis approach. Efficient and accurate variational inference for multilevel threshold autoregressive models in intensive longitudinal data. Data fusion by T3-PCA: A global model for the simultaneous analysis of coupled three-way and two-way real-valued data. Issue Information Assessment of fit of item response theory models: A critical review of the status quo and some future directions.
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