How can I use the mediator analysis technique for panel data in Stata?

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Cristian Ramos-Vera

The mediation analysis can also be performed in other well-known free access programs such as JAMOVI, JASP, PROCESS.

https://www.youtube.com/watch?v=Q0mPiS6cTo0&t=247s

https://www.youtube.com/watch?v=C_xeaxM6LG4

https://www.youtube.com/watch?v=ezwug5d--v8

https://www.youtube.com/watch?v=-S8HCg4WX9c&t=416s

https://www.youtube.com/watch?v=z2f7QdMMzYQ

Ali Salar

hi Cristian. Thanks for the reply. I saw this short tutorial clip. But is this method also applicable to panel data with the fixed effect method?

If your data is grouped in three rows (3 variables) follow the same logic as with cross-sectional data (e.g. simple mediation)

Holger Steinmetz

Hi Ali,

perhaps, dynamic structural equation modeling could be a way to go. You need Mplus for that, however. I have no clue how this could work in AMOS. Perhaps, Cristian, you can be more specific.

I guess you have a single series for each country; yearly measures for 25 ys?

I first thought of a kind of VAR model but I don't know if mediation is possible for that.

But DSEM should be able to do that.

Asparouhov, T., Hamaker, E. L., & Muthén, B. (2018). Dynamic Structural Equation Models. Structural Equation Modeling, 25(3), 359-388. doi:10.1080/10705511.2017.1406803

Hamaker, E., Asparouhov, T., Brose, A., Schmiedek, F., & Muthén, B. (2018). At the frontiers of modeling intensive longitudinal data: Dynamic structural equation models for the affective measurements from the COGITO study. Multivariate Behavioral Research, 1-22. doi:10.1080/00273171.2018.1446819

Zhou, L., Wang, M., & Zhang, Z. Intensive longitudinal data analyses with dynamic structural equation modeling. Organizational Research Methods, 0(0), 1094428119833164. doi:10.1177/1094428119833164

All the best,

Holger

hi cristian, I attached a picture of my model.I have one independent variable, one dependent variable and 4 mediators. I want to examine the relative effect of each mediator by controlling the effect of other mediators .

Gisk Pyeon

@Ali Salar

Hello, I encountered the same problem as you. Were you able to find out the empirical strategies and software packages for panel mediation anaylsis?