Relating Measurement Invariance, Cross-Level Invariance, and Multilevel Reliability
نویسندگان
چکیده
منابع مشابه
Relating Measurement Invariance, Cross-Level Invariance, and Multilevel Reliability
Data often have a nested, multilevel structure, for example when data are collected from children in classrooms. This kind of data complicate the evaluation of reliability and measurement invariance, because several properties can be evaluated at both the individual level and the cluster level, as well as across levels. For example, cross-level invariance implies equal factor loadings across le...
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This study suggests two approaches to factorial invariance testing with multilevel data when the groups are at the within level: multilevel factor mixture model for known classes (ML FMM) and multilevel multiple indicators multiple causes model (ML MIMIC). The adequacy of the proposed approaches was investigated using Monte Carlo simulations. Additionally, the performance of different types of ...
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BACKGROUND Recent methodological advancements should catalyze the evaluation of measurement invariance across groups, which is required for conducting meaningful cross-group comparisons. OBJECTIVE The aim of this study was to apply a state-of-the-art statistical method for comparing latent mean scores and evaluating measurement invariance across managers' and frontline workers' ratings of the...
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Department of Methods and Statistics, Utrecht University, Utrecht, Netherlands, Optentia Research Program, Faculty of Humanities, North-West University, Vanderbijlpark, South Africa, Department of Political Sciences, University of Giessen, Giessen, Germany, 4 International Laboratory of Social-Cultural Research, Research University Higher School of Economics, Moscow, Russia, Nijmegen School of ...
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ژورنال
عنوان ژورنال: Frontiers in Psychology
سال: 2017
ISSN: 1664-1078
DOI: 10.3389/fpsyg.2017.01640