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 transformationPersistent 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
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MPR-Online_2003_8.1_Stoel_vandenWittenboer.pdfAdobe PDF - 182.9KBMD5: 9812b7e59af8c82f59195a49309a42f9
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There are no other versions of this object.
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Author(s) / Creator(s)Stoel, Reinoud D.
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Author(s) / Creator(s)van den Wittenboer, Godfried
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PsychArchives acquisition timestamp2023-04-25T14:26:07Z
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Made available on2023-04-25T14:26:07Z
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Date of first publication2003
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Abstract / DescriptionRecently, 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
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Publication statuspublishedVersion
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Review statusunknown
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ISSN1432-8534
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/8303
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.12780
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Language of contenteng
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PublisherDepartment of Psychology - University of Koblenz-Landau
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Keyword(s)growth curvesen_US
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Keyword(s)structural equation modelingen_US
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Keyword(s)time invariant covariatesen_US
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Keyword(s)transformationen_US
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Dewey Decimal Classification number(s)150
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TitleTime Dependence of Growth Parameters in Latent Growth Curve Models with Time Invariant Covariatesen_US
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DRO typearticle
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Issue1
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Journal titleMethods of Psychological Research
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Page numbers21-41
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Volume8
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Visible tag(s)Version of Record