Latent state-trait models for longitudinal family data: Investigating consistency in perceived support

Justine Loncke, Axel Mayer, Veroni I. Eichelsheim, Susan J.T. Branje, Wim H.J. Meeus, Hans M. Koot, Ann Buysse, Tom Loeys

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Abstract

Support is key to healthy family functioning. Using the family social relations model (SRM), it has already been shown that variability in perceived support is mostly attributed to individual perceiver effects. Little is known, however, as to whether those effects are stable or occasion-specific. Several methods have been proposed within the structural equation modeling (SEM) framework for the investigation of hypotheses on stable and occasion-specific aspects of such psychological attributes. In this paper, we explore the applicability of different models for determining the consistency of SRM effects of perceived support: the multistate model, the singletrait-multistate model, and the trait-state occasion model. We provide a detailed description of the model building process and assumption verification, as well as the supporting R-code. In addition to the methodological contribution on how to combine these models with the SRM, we also provide substantive insights into the consistency of perceived family support. We rely on round robin data on relational support from the Dutch RADAR-Y (Research on Adolescent Development and Relationships - Younger Cohort) study, a 6-year longitudinal study of 500 families with a 13-yearold target adolescent at the start of the study.

Original languageEnglish
Pages (from-to)256-270
Number of pages15
JournalEuropean Journal of Psychological Assessment
Volume33
Issue number4
DOIs
Publication statusPublished - Jul 2017

Funding

In the present study, data of the RADAR-Y (Research on Adolescent Development and Relationships – Younger cohort) study were used. RADAR-Y has been financially supported by main grants from the Netherlands Organization for Scientific Research (GB-MAGW 480-03-005; GB-MAGW 480-08-006), and Stichting Achmea Slachtoffer en Samenleving (SASS), a grant from the Netherlands Organization for Scientific Research to the Consortium Individual Development (CID; 024.001.003), and various other grants from the Netherlands Organization for Scientific Research (NWO), the VU University of Amsterdam and Utrecht University. J. Loncke, A. Buysse, and T. Loeys would like to thank the Research Foundation Flanders (FWO) for financial support (Grant G020115N).

FundersFunder number
Netherlands Organization for Scientific ResearchGB-MAGW 480-03-005, GB-MAGW 480-08-006
Stichting Achmea Slachtoffer en Samenleving024.001.003
VU University of Amsterdam and Utrecht University
Fonds Wetenschappelijk OnderzoekG020115N
Nederlandse Organisatie voor Wetenschappelijk Onderzoek

    Keywords

    • Consistency
    • Family social relations model
    • Latent state-trait models
    • Perceived support

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