Analyzing the convergent and discriminant validity of states and traits: development and applications of multimethod latent state-trait models |
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Authors: | Courvoisier Delphine S Nussbeck Fridtjof W Eid Michael Geiser Christian Cole David A |
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Affiliation: | Clinical Epidemiology Service, University Hospitals of Geneva, Geneva, Switzerland. delphine.courvoisier@hcuge.ch |
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Abstract: | The analysis of convergent and discriminant validity is an integral part of the construct validation process. Models for analyzing the convergent and discriminant validity have typically been developed for cross-sectional data. There exist, however, only a few approaches for longitudinal data that can be applied for analyzing the construct validity of fluctuating states. In this article, the authors show how models of latent state-trait theory can be combined with models of multitrait-multimethod analysis to develop a model that allows for analyzing convergent and discriminant validity in time: the multimethod latent state-trait model. The model allows for identifying different sources of variance (trait consistency, trait-method specificity, occasion-specific consistency, occasion-specific method specificity, and unreliability). It is applied to the repeated measurement of depression and anxiety in children, which was assessed by self and teacher reports (N = 375). The application shows that the proposed models fit the data well and allow a deeper understanding of method effects in clinical assessment. |
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