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On Studying Common Factor Variance in Multiple-Component Measuring Instruments

机译:多分量测量仪器中公因子方差的研究

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摘要

A method for examining common factor variance in multiple-component measuring instruments is outlined. The procedure is based on an application of the latent variable modeling methodology and is concerned with evaluating observed variance explained by a global factor and by one or more additional component-specific factors. The approach furnishes point and interval estimates of the proportion test score variance accounted for by the common factor and by the remaining factors, as well as of the difference in these proportions. The method is readily used in empirical behavioral research for purposes of addressing the issue of whether a scale under consideration is predominantly measuring a construct common to all its components, via application of the widely available software Mplus and R. The described procedure is illustrated using a numerical example.
机译:概述了一种检查多组分测量仪器中公因子方差的方法。该程序基于潜在变量建模方法的应用,并且涉及评估由全局因素和一个或多个其他特定于组件的因素解释的观察到的方差。该方法提供了由公因子和其余因子以及这些比例差异引起的比例测试分数方差的点和区间估计。该方法很容易用于经验行为研究,目的是通过应用广泛可用的软件Mplus和R来解决所考虑的规模是否主要是衡量其所有组件共有的结构的问题。数值示例。

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