TY - JOUR
T1 - Mixed-Effects Trait-State-Occasion Model
T2 - Studying the Psychometric Properties and the Person–Situation Interactions of Psychological Dynamics
AU - Castro Alvarez, Sebastian
AU - Tendeiro, Jorge
AU - de Jonge, Peter
AU - Meijer, Rob R.
AU - Bringmann, Laura
N1 - Publisher Copyright:
© 2021 The Author(s). Published with license by Taylor & Francis Group, LLC.
PY - 2022
Y1 - 2022
N2 - The trait-state-occasion model (TSO) is a popular model within the latent state-trait theory (LST). The TSO allows distinguishing the trait and the state components of the psychological constructs measured in longitudinal data, while also taking into account the carry-over effects between consecutive measurements. In the present study, we extend a multilevel version of the TSO model to allow for the combination of fixed and random situations, namely the mixed-effects TSO (ME-TSO). Hence, the ME-TSO model is a measurement model suitable to analyze intensive longitudinal data that allows studying the psychometric properties of the indicators per individual, the heterogeneity of psychological dynamics, and the person–situation interaction effects. We showcase how to use the model by analyzing the items of positive affect activation of the crowdsourcing study HowNutsAreTheDutch (HoeGekisNL).
AB - The trait-state-occasion model (TSO) is a popular model within the latent state-trait theory (LST). The TSO allows distinguishing the trait and the state components of the psychological constructs measured in longitudinal data, while also taking into account the carry-over effects between consecutive measurements. In the present study, we extend a multilevel version of the TSO model to allow for the combination of fixed and random situations, namely the mixed-effects TSO (ME-TSO). Hence, the ME-TSO model is a measurement model suitable to analyze intensive longitudinal data that allows studying the psychometric properties of the indicators per individual, the heterogeneity of psychological dynamics, and the person–situation interaction effects. We showcase how to use the model by analyzing the items of positive affect activation of the crowdsourcing study HowNutsAreTheDutch (HoeGekisNL).
KW - dynamic structural equation modeling
KW - person–situation interaction
KW - Trait-state-occasion model
UR - http://www.scopus.com/inward/record.url?scp=85116915881&partnerID=8YFLogxK
UR - https://doi.org/10.31234/osf.io/4ext3
U2 - 10.1080/10705511.2021.1961587
DO - 10.1080/10705511.2021.1961587
M3 - Article
AN - SCOPUS:85116915881
SN - 1532-8007
VL - 29
SP - 438
EP - 451
JO - Structural Equation Modeling: A Multidisciplinary Journal
JF - Structural Equation Modeling: A Multidisciplinary Journal
IS - 3
ER -