Uploaded September 2020 | Updated September 2026, 2 weeks ago
This video provides a new demonstration of moderated multiple regression using Hayes' Process macro (version 3.5) and with a new example.
You can obtain a copy of the SPSS data file here: drive.google.com/file/d/1wZYs_ua3SSuOdydVdRcL7giHcyqlOfsg/view
Obtain a copy of the Powerpoint referenced in the video here: drive.google.com/file/d/1CtjQNuEBpDyeaCt8-RinhTSHpSc5B1IT/view
To learn how to download the Process macro (as of 2023), go here:
youtube.com/watch?v=yTiSbVKbYOo
This video provides a new demonstration of moderated multiple regression using Hayes' Process macro (version 3.5) and with a new example.
You can obtain a copy of the SPSS data file here: drive.google.com/file/d/1wZYs_ua3SSuOdydVdRcL7giHcyqlOfsg/view
Obtain a copy of the Powerpoint referenced in the video here: drive.google.com/file/d/1CtjQNuEBpDyeaCt8-RinhTSHpSc5B1IT/view
To learn how to download the Process macro (as of 2023), go here:
youtube.com/watch?v=yTiSbVKbYOo

![Using sem commands to mimic Hayes Process Model 4 in Stata
This video demonstrates how you can generate results in Stata that mimic output that would be generated using Hayes Process macro / Model #4. [Note: The regression coefficients using Hayes macro are computed using OLS regression, whereas those generated in this video rely on maximum likelihood estimation.]
A copy of the Stata data file used in this video can be downloaded here: https://drive.google.com/file/d/1OlDLZKljb2ITgQ3X6Lmjz9WX3V-RSVMI/view
A copy of the Do-file containing the code written in the video can be downloaded here: https://drive.google.com/file/d/1Ex7NJTUy_wZ1IgjhxcU-7dElB_YeIA26/view
[Commands can also be found in this text file: https://drive.google.com/file/d/1fsMoVlhL6zmvtsei62fA-drta07OisH0/view ]
Link to Powerpoint containing models and outputs generated in Stata and SPSS: https://drive.google.com/file/d/1bIAd3vLH3ucd3ILBCdIEPzdYluC1o-Lw/view
A copy of the SPSS data file used in the video can be downloaded here: https://drive.google.com/file/d/1yIDgXb5qI8pu-uNrY6SRMTGwDMHBhTZ5/view Using sem commands to mimic Hayes Process Model 4 in Stata](https://i.ytimg.com/vi/4xfxbqlvuTA/mqdefault.jpg)


![Three-level multilevel modeling using SPSS 28 (March 2022)
In this video I provide a walkthrough of steps and options available for carrying out multilevel modeling in SPSS when you have three levels. I pivot off an example and discussion by Hox et al. (2017) in their text, Hox, J.J., Moerbeek, M., & van de Shoot, R. (2017). Multilevel analysis: Techniques and applications (3rd ed). Routledge: New York. [https://www.taylorfrancis.com/books/mono/10.4324/9781315650982/multilevel-analysis-joop-hox-mirjam-moerbeek-rens-van-de-schoot]
The video presentation is not intended to be exhaustive of all aspects of multilevel analysis (or three-level models in particular). However, I do offer a general commentary throughout. Additional details with more complex discussion and interpretation is provided in the Supplemental Powerpoint I reference in the video.
Download SPSS data file here: https://drive.google.com/file/d/17qtev9RBzByj8ku8MySIDj_I2t6tR5hA/
Download Powerpoint here:
https://drive.google.com/file/d/1fMTyD7DyAhP9CzCM0SKcguaKkxQ_DJU4/ Three-level multilevel modeling using SPSS 28 (March 2022)](https://i.ytimg.com/vi/64mxcyeFPHE/mqdefault.jpg)





