Digital Module 29: Multidimensional Item Response Theory Equating

IF 2.7 4区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Stella Y. Kim
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引用次数: 2

Abstract

In this digital ITEMS module, Dr. Stella Kim provides an overview of multidimensional item response theory (MIRT) equating. Traditional unidimensional item response theory (IRT) equating methods impose the sometimes untenable restriction on data that only a single ability is assessed. This module discusses potential sources of multidimensionality and presents potential consequences of multidimensionality on equating. To remedy these effects, MIRT equating can be used as a viable alternative to traditional methods of IRT equating. In conducting MIRT equating, the choice of an appropriate MIRT model is necessary, and thus the module describes several existing MIRT models and illustrates each using hypothetical examples. After a brief description of MIRT models, an extensive review of the current literature is presented to identify gaps in the literature on MIRT equating. Then, the steps for conducting MIRT observed-score equating are described. Finally, the module discusses practical considerations in applying MIRT equating to testing practices and suggests potential areas of research for future studies.

数字模块29:多维项目反应理论等价
在这个数字项目模块中,斯特拉·金博士提供了多维项目反应理论(MIRT)等同的概述。传统的单维项目反应理论(IRT)等同方法对数据施加了有时站不住脚的限制,即只评估单一的能力。本模块讨论了多维度的潜在来源,并提出了多维度对方程的潜在影响。为了弥补这些影响,MIRT等效可以作为传统IRT等效方法的可行替代方法。在进行MIRT等值时,选择合适的MIRT模型是必要的,因此该模块描述了几个现有的MIRT模型,并使用假设的示例说明了每个模型。在对MIRT模型的简要描述之后,对当前文献进行了广泛的回顾,以确定MIRT等同文献中的空白。然后,描述了进行MIRT观察得分相等的步骤。最后,该模块讨论了应用MIRT等同于测试实践的实际考虑因素,并提出了未来研究的潜在研究领域。
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来源期刊
CiteScore
3.90
自引率
15.00%
发文量
47
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