Random Intercept Cross-Lagged Panel Models (RI-CLPM)

RI-CLPM Theory

• Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015). A critique of the cross-lagged panel model. Psychological Methods, 20(1), 102-116. DOI: 10.1037/a0038889
  
  
• Mulder, J.D. & Hamaker, E.L. (2020). Three extensions of the Random Intercept Cross-Lagged Panel Model. Structural Equation Modeling: A Multidisciplinary Journal, DOI: 10.1080/10705511.2020.1784738
  
  

  Mplus Scripts

• Mplus scripts for the RI-CLPM and three extensions: time-invariant variables in RI-CLPM, multiple group RI-CLPM, and multiple indicator or latent RI-CLPM.
  
  

  DSEM Applications

• Keijsers, L. (2015). Parental monitoring and adolescent problem behaviors: How much do we really know? International Journal of Behavioral Development, 40(3). DOI: 10.1177/0165025415592515
  
  

  Related Papers

• Braun, L., Göllner, R., Rieger, S., Trautwein, U. and Spengler, M. (2021). How state and trait versions of self-esteem and depressive symptoms affect their interplay: A longitudinal experimental investigation Journal of Personality and Social Psychology: Personality Process and Individual Differences, 120(1), 206-255, DOI: 10.1037/pspp0000295
  
  
• Shamsollahi, A., Zyphur, M.J., & Ozkok, O. (2021). Long-Run Effects in Dynamic Systems: New Tools for Cross-Lagged Panel Models. Organizational Research Methods. DOI: 10.1177/1094428121993228
  
  
• Ozkok, O., Vaulont, M.J., Zyphur, M.J., Zhang, Z., Preacher, K.J., Koval, P., & Zheng, Y. (2021). Interaction Effects in Cross-Lagged Panel Models: SEM with Latent Interactions Applied to Work-Family Conflict, Job Satisfaction, and Gender. Organizational Research Methods. DOI: 10.1177/10944281211043733
  
  
• Zyphur, M.J., Allison, P.D., Tay, L. Voelkle, M.C., Preacher, K.J., Zhang, Z., Hamaker, E.L., Shamsollahi, A., Pierides, D.C., Koval, P. & Diener, E. (2020). From data to causes I: Building a general cross-lagged panel model (GCLM). Organizational Research Methods, 23(4), 651-687.
  
  
• Zyphur, M.J., Allison, P.D., Tay, L. Voelkle, M.C., Preacher, K.J., Zhang, Z., Hamaker, E.L., Shamsollahi, A., Pierides, D.C., Koval, P. & Diener, E. (2020). From data to causes II: Comparing approaches to panel data analysis. Organizational Research Methods, 23(4), 688-716.
  
  
• Usami, S. (2020). On the differences between General Cross-Lagged Panel Model and Random-Intercept Cross-Lagged Panel Model: Interpretation of Cross-Lagged parameters and model choice. Structural Equation Modeling: A Multidisciplinary Journal. DOI:10.1080/10705511.2020.1821690
  
  
• Usami, S., Murayama, K., & Hamaker, E.L. (2019). A unified framework of longitudinal models to examine reciprocal relations. Psychological Methods, 24(4), 637-657. DOI: 10.1037/met0000210