Article Version of Record

Time Dependence of Growth Parameters in Latent Growth Curve Models with Time Invariant Covariates

Author(s) / Creator(s)

Stoel, Reinoud D.
van den Wittenboer, Godfried

Abstract / Description

Recently, there has been renewed interest in the lack of invariance of growth parameters in latent growth curve models. This lack of invariance is a consequence of specific values of the growth parameters, initial status and growth rate, which depend on the time scale. Different time scales lead to different estimates of the growth parameters, as well as their (residual) variances and covariances. Thus far no explicit results have been derived, however, on effects of exogenous covariates that are put into the relationship. In the paper we will show that the effect of covariates on the initial status and growth rate will depend also on the time scale involved. As a consequence, questions arise about the appropriateness of a selected time scale as will be illustrated by an empirical example.

Keyword(s)

growth curves structural equation modeling time invariant covariates transformation

Persistent Identifier

Date of first publication

2003

Journal title

Methods of Psychological Research

Volume

8

Issue

1

Page numbers

21-41

Publisher

Department of Psychology - University of Koblenz-Landau

Publication status

publishedVersion

Review status

unknown

Citation

  • Author(s) / Creator(s)
    Stoel, Reinoud D.
  • Author(s) / Creator(s)
    van den Wittenboer, Godfried
  • PsychArchives acquisition timestamp
    2023-04-25T14:26:07Z
  • Made available on
    2023-04-25T14:26:07Z
  • Date of first publication
    2003
  • Abstract / Description
    Recently, there has been renewed interest in the lack of invariance of growth parameters in latent growth curve models. This lack of invariance is a consequence of specific values of the growth parameters, initial status and growth rate, which depend on the time scale. Different time scales lead to different estimates of the growth parameters, as well as their (residual) variances and covariances. Thus far no explicit results have been derived, however, on effects of exogenous covariates that are put into the relationship. In the paper we will show that the effect of covariates on the initial status and growth rate will depend also on the time scale involved. As a consequence, questions arise about the appropriateness of a selected time scale as will be illustrated by an empirical example.
    en
  • Publication status
    publishedVersion
  • Review status
    unknown
  • ISSN
    1432-8534
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/8303
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.12780
  • Language of content
    eng
  • Publisher
    Department of Psychology - University of Koblenz-Landau
  • Keyword(s)
    growth curves
    en_US
  • Keyword(s)
    structural equation modeling
    en_US
  • Keyword(s)
    time invariant covariates
    en_US
  • Keyword(s)
    transformation
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Time Dependence of Growth Parameters in Latent Growth Curve Models with Time Invariant Covariates
    en_US
  • DRO type
    article
  • Issue
    1
  • Journal title
    Methods of Psychological Research
  • Page numbers
    21-41
  • Volume
    8
  • Visible tag(s)
    Version of Record