A MULTIMETHOD LATENT STATE-TRAIT MODEL FOR STRUCTURALLY DIFFERENT AND INTERCHANGEABLE METHODS

Koch Tobias; Schultze Martin; Holtmann Jana; Geiser Christian; Eid Michael

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A MULTIMETHOD LATENT STATE-TRAIT MODEL FOR STRUCTURALLY DIFFERENT AND INTERCHANGEABLE METHODS

机译：用于结构不同和可互换的方法的多普利潜在状态特征模型

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摘要

A new multiple indicator multilevel latent state-trait (LST) model for the analysis of multitrait-multimethod-multioccasion (MTMM-MO) data is proposed. The LST-COM model combines current CFA-MTMM modeling approaches of interchangeable and structurally different methods and LST modeling approaches. The model enables researchers to specify construct and method factors on the level of time-stable (trait) as well as time-variable (occasion-specific) latent variables and analyze the convergent and discriminant validity among different rater groups across time. The statistical performance of the model is scrutinized by a simulation study and guidelines for empirical applications are provided.

机译：提出了一种新的多指标多方法多场合（MTMM-MO）数据分析模型。LST-COM模型结合了现有的CFA-MTMM建模方法（可互换且结构不同的方法）和LST建模方法。该模型使研究人员能够在时间稳定（特质）和时间变量（特定场合）潜在变量的水平上指定结构和方法因素，并分析不同评分组在不同时间的收敛和判别效度。通过模拟研究对模型的统计性能进行了仔细检查，并提供了经验应用指南。

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来源
《Psychometrika》 |2017年第1期|共31页
作者
Koch Tobias; Schultze Martin; Holtmann Jana; Geiser Christian; Eid Michael;
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作者单位

Leuphana Univ Luneburg Luneburg Germany;

Free Univ Berlin Berlin Germany;

Free Univ Berlin Berlin Germany;

Utah State Univ Logan UT 84322 USA;

Free Univ Berlin Berlin Germany;

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原文格式 PDF
正文语种 eng
中图分类心理测验;
关键词
latent state-trait (LST) theory; CFA-MTMM; multilevel structural equation modeling; structurally different methods; interchangeable methods;

机译：潜在的状态特征（LST）理论;CFA-MTMM;多级结构方程建模;结构不同的方法;可互换的方法;

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4. A MULTIMETHOD LATENT STATE-TRAIT MODEL FOR STRUCTURALLY DIFFERENT AND INTERCHANGEABLE METHODS [J] . Koch Tobias, Schultze Martin, Holtmann Jana, Psychometrika . 2017,第1期

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A MULTIMETHOD LATENT STATE-TRAIT MODEL FOR STRUCTURALLY DIFFERENT AND INTERCHANGEABLE METHODS

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