A Note on the Occurrence of the Illusory Between-Person Component in the Random Intercept Cross-Lagged Panel Model
Bibliographic Data
| ID | 12424882 |
|---|---|
| Authors | Alexander Robitzsch (0000-0002-8226-3132, IPN – Leibniz Institute for Science and Mathematics Education, corresponding author), Oliver Lüdtke (0000-0001-9744-3059, IPN – Leibniz Institute for Science and Mathematics Education) |
| Year | 2024 |
| Volume | 32 |
| Issue | 1 |
| Pages | 36-45 |
| Publication date | 2024-07-29 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Structural Equation Modeling: A Multidisciplinary Journal (JOURNAL) |
| Journal identifiers | ISSN: 1070-5511 • E-ISSN: 1532-8007 |
| Publisher | Taylor & Francis (PUBLISHER • GB) |
| DOI | 10.1080/10705511.2024.2379495 |
| OpenAlex | W4401071100 |
| Language | EN |
| Citations received | 5 |
| References cited | 30 |
The random intercept cross-lagged panel model (RICLPM) decomposes longitudinal associations between two processes X and Y into stable between-person associations and temporal within-person changes. In a recent study, Bailey et al. demonstrated through a simulation study that the between-person variance components in the RICLPM can occur only due to the presence of time-varying covariate processes that are omitted from the analysis model. Therefore, the between-person component was termed illusory. In this article, necessary and sufficient conditions for the occurrence of such illusory between-person components in an RICLPM are analytically derived and systematically investigated in a simulation study
Component (thermodynamics · Covariate · Econometrics · Economics · Meta-analysis · Panel analysis · Panel data · Physics · Random effects model · Statistics · Variance (accounting · Health disparities and outcomes · Intergenerational and Educational Inequality Studies · Mathematics · Psychology · Spatial and Panel Data Analysis
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| Unique citing works | 5 |
|---|---|
| Citations per year | 5 |
| Citation span | 2025 - 2026 (2) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 5 |