Examining Multidimensional Measuring Instruments for Proximity to Unidimensional Structure Using Latent Variable Modeling

Raykov Tenko; Bluemke Matthias

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Examining Multidimensional Measuring Instruments for Proximity to Unidimensional Structure Using Latent Variable Modeling

机译：使用潜伏变量建模检查多维测量仪器，以便使用潜在变量建模

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摘要

A widely applicable procedure of examining proximity to unidimensionality for multicomponent measuring instruments with multidimensional structure is discussed. The method is developed within the framework of latent variable modeling and allows one to point and interval estimate an explained variance proportion-based index that may be considered a measure of proximity to unidimensional structure. The approach is readily utilized in educational, behavioral, and social research when it is of interest to evaluate whether a more general structure scale, test, or measuring instrument could be treated as being associated with an approximately unidimensional latent structure for some empirical purposes.

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来源
《Educational and Psychological Measurement》 |2021年第2期|共21页
作者
Raykov Tenko; Bluemke Matthias;
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作者单位

Michigan State Univ E Lansing MI 48824 USA;

GESIS Leibniz Inst Social Sci Mannheim Germany;

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原文格式 PDF
正文语种 eng
中图分类教育心理学;
关键词
bifactor model; global factor; index of proximity to unidimensionality; latent variable modeling; latent structure; local factor; multicomponent measuring instrument; unidimensionality;

机译：双手模型;全局因素;邻近联合的指数;潜在的变量建模;潜在结构;局部因素;多组分测量仪器;单尺寸;

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Examining Multidimensional Measuring Instruments for Proximity to Unidimensional Structure Using Latent Variable Modeling

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