Literature DB >> 1936097

The measurement of dynamic latent variables in longitudinal aging research: quantifying adult development.

L M Collins1.   

Abstract

Dynamic latent variables involve systematic intraindividual change over time. Although it seems natural to apply traditional measurement theory to dynamic latent variables, in fact this is often inappropriate. Traditional measurement theory is based on the idea of static latent variables and offers little guidance to the researcher who wishes to measure a dynamic latent variable with a high degree of accuracy and validity. It is the contention of this article that measurement of a dynamic latent variable must start from a clearly defined substantive theory about human development. Two approaches that take this perspective are presented: the longitudinal Guttman simplex (LGS), a measurement model for dynamic latent variables undergoing irreversible cumulative, unitary development; and latent transition analysis (LTA), a more general latent class measurement model.

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Year:  1991        PMID: 1936097     DOI: 10.1080/03610739108253882

Source DB:  PubMed          Journal:  Exp Aging Res        ISSN: 0361-073X            Impact factor:   1.645


  1 in total

1.  Health status transitions in community-living elderly with complex care needs: a latent class approach.

Authors:  Louise Lafortune; François Béland; Howard Bergman; Joël Ankri
Journal:  BMC Geriatr       Date:  2009-02-03       Impact factor: 3.921

  1 in total

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