Abstract:There has been increased interest in practical methods for integrative analysis of data from multiple studies or samples, and using factor scores to represent constructs has become a popular and practical alternative to latent variable models with all individual items. Although researchers are aware that scores representing the same construct should be on a similar metric across samples---namely they should be measurement invariant---for integrative data analysis, the methodological literature is unclear wheth… Show more
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