Suppr超能文献

心理测量理论中误差不相关假设的重要性。

The Importance of the Assumption of Uncorrelated Errors in Psychometric Theory.

作者信息

Raykov Tenko, Marcoulides George A, Patelis Thanos

机构信息

Michigan State University, East Lansing, MI, USA.

University of California at Santa Barbara, Santa Barbara, CA, USA.

出版信息

Educ Psychol Meas. 2015 Aug;75(4):634-647. doi: 10.1177/0013164414548217. Epub 2014 Aug 27.

Abstract

A critical discussion of the assumption of uncorrelated errors in classical psychometric theory and its applications is provided. It is pointed out that this assumption is essential for a number of fundamental results and underlies the concept of parallel tests, the Spearman-Brown's prophecy and the correction for attenuation formulas as well as the discrepancy between observed and true correlations, and the upper bound property of the reliability index with respect to validity. These relationships are shown not to hold if the errors of considered pairs of tests are correlated. The assumption of lack of error correlation is demonstrated not to be testable using standard covariance structure analysis for pairs of indivisible measures evaluating the same true score with identical error variances.

摘要

对经典心理测量理论中不相关误差假设及其应用进行了批判性讨论。指出该假设对于许多基本结果至关重要,并且是平行测验概念、斯皮尔曼 - 布朗预测公式、衰减校正公式以及观测相关性与真实相关性之间差异以及可靠性指数相对于效度的上限性质的基础。如果所考虑的测验对的误差是相关的,这些关系将不成立。对于评估具有相同误差方差的相同真分数的不可分割测量对,使用标准协方差结构分析表明,误差不相关的假设是不可检验的。

相似文献

1
The Importance of the Assumption of Uncorrelated Errors in Psychometric Theory.
Educ Psychol Meas. 2015 Aug;75(4):634-647. doi: 10.1177/0013164414548217. Epub 2014 Aug 27.
3
Adjustments to the correction for attenuation.
Psychol Methods. 2006 Jun;11(2):207-15. doi: 10.1037/1082-989X.11.2.207.
5
Data error covariance in matched-field geoacoustic inversion.
J Acoust Soc Am. 2006 Jan;119(1):208-19. doi: 10.1121/1.2139625.
7
Kappa and attenuation of the odds ratio.
Epidemiology. 1990 Sep;1(5):357-69. doi: 10.1097/00001648-199009000-00005.
8
Is coefficient alpha robust to non-normal data?
Front Psychol. 2012 Feb 15;3:34. doi: 10.3389/fpsyg.2012.00034. eCollection 2012.

引用本文的文献

1
A Motivational-Developmental Free Response Assessment Through a Bifactor Lens.
Front Psychol. 2021 Dec 3;12:770327. doi: 10.3389/fpsyg.2021.770327. eCollection 2021.
2
Studying Latent Criterion Validity for Complex Structure Measuring Instruments Using Latent Variable Modeling.
Educ Psychol Meas. 2018 Oct;78(5):905-917. doi: 10.1177/0013164417698017. Epub 2017 Mar 26.
3
The dimensionality and latent structure of mental health difficulties and wellbeing in early adolescence.
PLoS One. 2019 Feb 26;14(2):e0213018. doi: 10.1371/journal.pone.0213018. eCollection 2019.
4
Thanks Coefficient Alpha, We Still Need You!
Educ Psychol Meas. 2019 Feb;79(1):200-210. doi: 10.1177/0013164417725127. Epub 2017 Aug 31.
6
Robust Coefficients Alpha and Omega and Confidence Intervals With Outlying Observations and Missing Data: Methods and Software.
Educ Psychol Meas. 2016 Jun;76(3):387-411. doi: 10.1177/0013164415594658. Epub 2015 Jul 24.

本文引用的文献

1
On Structural Equation Model Equivalence.
Multivariate Behav Res. 1999 Apr 1;34(2):199-244. doi: 10.1207/S15327906Mb340204.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验