ERIC Number: EJ1439715
Record Type: Journal
Publication Date: 2024
Pages: 9
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1070-5511
EISSN: EISSN-1532-8007
Fitting Cross-Lagged Panel Models with the Residual Structural Equations Approach
Structural Equation Modeling: A Multidisciplinary Journal, v31 n5 p923-931 2024
This study simplifies the seven different cross-lagged panel models (CLPMs) by using the RSEM model for both inter-individual and intra-individual structures. In addition, the study incorporates the newly developed dynamic panel model (DPM), general cross-lagged model (GCLM) and the random intercept auto-regressive moving average (RI-ARMA) model. Then, using a longitudinal study of self-esteem and depression, ten different CLPMs are analyzed using robust maximum likelihood estimation. In addition, the Mplus syntax is provided as a reference for researcher. This study aims to enhance empirical researcher understanding and exploration of different CLPMs by providing simplified explanations and analyses of the ten different CLPMs, thereby promoting the development of empirical constructs and topics in the context of various cross-lagged panel models.
Descriptors: Evaluation Methods, Structural Equation Models, Maximum Likelihood Statistics, Longitudinal Studies, Self Esteem, Depression (Psychology)
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A