articlePsychological ReviewApr 1, 2003Closed access

The theoretical status of latent variables.

Amsterdam University of Applied Sciences · Amsterdam University College

PubMed
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Abstract

This article examines the theoretical status of latent variables as used in modern test theory models. First, it is argued that a consistent interpretation of such models requires a realist ontology for latent variables. Second, the relation between latent variables and their indicators is discussed. It is maintained that this relation can be interpreted as a causal one but that in measurement models for interindividual differences the relation does not apply to the level of the individual person. To substantiate intraindividual causal conclusions, one must explicitly represent individual level processes in the measurement model. Several research strategies that may be useful in this respect are discussed, and…

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1,592
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FWCI
24.60
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100%
References
156
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Authors

3

Topics & keywords

Keywords
  • Latent variable
  • Latent variable model
  • Local independence
  • Relation (database)
  • Typology
  • Psychology
  • Latent class model
  • Structural equation modeling
UN Sustainable Development Goals
  • Reduced inequalities
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