The theoretical status of latent variables.
Amsterdam University of Applied Sciences · Amsterdam University College
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…
Citation impact
- FWCI
- 24.60
- Percentile
- 100%
- References
- 156
Authors
3Topics & keywords
- Latent variable
- Latent variable model
- Local independence
- Relation (database)
- Typology
- Psychology
- Latent class model
- Structural equation modeling
- Reduced inequalities