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项目反应理论观察分数核等值法

Item Response Theory Observed-Score Kernel Equating.

作者信息

Andersson Björn, Wiberg Marie

机构信息

Collaborative Innovation Center of Assessment toward Basic Education Quality, Beijing Normal University, No. 19 Xinjiekou Wai Street, Haidian District, 100875, Beijing, China.

Uppsala University, Uppsala, Sweden.

出版信息

Psychometrika. 2017 Mar;82(1):48-66. doi: 10.1007/s11336-016-9528-7. Epub 2016 Oct 14.

DOI:10.1007/s11336-016-9528-7
PMID:27743280
Abstract

Item response theory (IRT) observed-score kernel equating is introduced for the non-equivalent groups with anchor test equating design using either chain equating or post-stratification equating. The equating function is treated in a multivariate setting and the asymptotic covariance matrices of IRT observed-score kernel equating functions are derived. Equating is conducted using the two-parameter and three-parameter logistic models with simulated data and data from a standardized achievement test. The results show that IRT observed-score kernel equating offers small standard errors and low equating bias under most settings considered.

摘要

项目反应理论(IRT)观测分数核等值法被引入用于采用链等值法或事后分层等值法的具有锚测验等值设计的非等组。等值函数在多变量环境中进行处理,并推导了IRT观测分数核等值函数的渐近协方差矩阵。使用两参数和三参数逻辑模型以及模拟数据和来自标准化成绩测试的数据进行等值。结果表明,在大多数考虑的设置下,IRT观测分数核等值法具有较小的标准误差和较低的等值偏差。

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引用本文的文献

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Efficiency Analysis of Item Response Theory Kernel Equating for Mixed-Format Tests.混合格式测验的项目反应理论核等值效率分析
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Appl Psychol Meas. 2023 Mar;47(2):123-140. doi: 10.1177/01466216221124087. Epub 2022 Oct 4.
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Standard Errors of Kernel Equating: Accounting for Bandwidth Estimation.核等值的标准误差:带宽估计的考量

本文引用的文献

1
Information matrices and standard errors for MLEs of item parameters in IRT.IRT中项目参数极大似然估计的信息矩阵和标准误差。
Psychometrika. 2014 Apr;79(2):232-54. doi: 10.1007/s11336-013-9334-4. Epub 2013 Mar 27.
2
A comparison of statistical selection strategies for univariate and bivariate log-linear models.单变量和双变量对数线性模型的统计选择策略比较。
Br J Math Stat Psychol. 2010 Nov;63(Pt 3):557-74. doi: 10.1348/000711009X478580. Epub 2009 Dec 22.
Appl Psychol Meas. 2022 May;46(3):200-218. doi: 10.1177/01466216211066601. Epub 2022 Mar 7.
4
A Comparison of IRT Observed Score Kernel Equating and Several Equating Methods.IRT观测分数核等值法与几种等值方法的比较
Front Psychol. 2020 Mar 6;11:308. doi: 10.3389/fpsyg.2020.00308. eCollection 2020.
5
Alternative Linear Item Response Theory Observed-Score Equating Methods.另类线性项目反应理论观测分数等值方法。
Appl Psychol Meas. 2016 May;40(3):180-199. doi: 10.1177/0146621615605089. Epub 2015 Sep 23.