Longitudinal Data Analysis
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Friday, 03/17/2023
09:30-10:30
Fan Wallentin, Plenarsaal, Room 222, Chair: Peter Schmidt
10:30-11:00
Coffee Break
11:00-12:30
Session B-1: Non-linear Structural Equation Modeling
Chair: Yves Rosseel, Room: 222, "Plenarsaal"
Latent moderation with many predictors and simultaneous equation systems: Comparison and application of Latent Moderated Systems (LMS), Product Indicator (PI) approaches and Structural after measurement approach (SAM) using the example of an empirical study (Diehl, Yannick; Schmidt, Peter)
Estimating Power in Moderated Mediation Models and Ecogenous Moderation Model: The pwrModMed R-package (Irmer, Julien P.; Klein, Andreas G.; Schermelleh-Engel, Karin)
Cause for Concern: Omitted Cross-Loadings in Measurement Models of Nonlinear Structural Equation Models (Navarro, Karina; Schermelleh-Engel, Karin)
Session D-2: (Causal) Panel Modeling and Applications
Chair: Christina Beckord, Room: 231 M, "Long Table"
Does loneliness contribute to psychological distress? A longitudinal analysis using data from the Understanding Society Panel Study 2017-2021 (Seifert, Nico)
A Critical Look at the Benefits and Drawbacks of Residual-Level Approach to Cross-Lagged Panel Models (Andersen, Henrik K.)
Examining Parameter Differences in Latent State-Trait Models: Modeling Loneliness During Covid-19 Lockdowns Using a Bayesian Moderated Nonlinear Latent State-Trait Approach (Münch, Fabian, Freitag, Julia; Mund, Marcus; Koch, Tobias)
Whose generalized trust ist shattered by criminal victimization? Using various methods to study heterogenous causal effects (Kaiser, Florian)
Integrating complex panel data models into dynamic microsimulations: an application to the analysis of the migrant and gender pay gaps in Germany (Bekalarczyk, Dawid; Depenbrock, Eva; Frohn, Christoph; Obersneider, Monika)
12:30-13:30
Lunch Break
13:30-15:00
Session B-2: Non-Linear Structural Equation Modeling and Mode Effects
Chair: Peter Schmidt, Room: 222, "Plenarsaal"
A structural-after-measurement (SAM) approach for latent moderation (Rosseel, Yves)
A small sample correction for factor score regression (Bogaert, Jasper; Loh, Wen Wie; Rosseel, Yves)
Estimating Mode Effects in Panel Surveys: A Multitrait Multimethod Approach (Kroh, Martin; Karmann, Anna; Kühne, Simon)
Session G-2: Growth Curve and Multi-Level Modeling II
Chair: Jost Reinecke, Room: 231 M, "Long Table"
On evaluating the performance of model fit and selection indices for Bayesian piecewise growth modeling: The effect of model misspecification and missing data (Heo, Ihnwhi; Jia, Fan; Depaoli, Sarah)
Modelling two time-varying indicators measured in real-life-teachers' physiological stress and affect (Jögi, Anna-Liisa; Malmberg, Lars-Erik, Pakarinen, Eija; Lerkkanen, Marja-Kristiina)
Analyzing the development of legal norm acceptance by using a Bayesian second-order growth model with approximate measurement invariance (Jasper Bendler)
15:15-15:45
Closing Session, Room: 222, "Plenarsaal"