Longitudinal Data Analysis

09:30-10:30               

A Marginal Maximum Likelihood Approach for Extended Quadratic Structural Equation Modeling with Ordinal Data

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"