Uploaded March 2022 | Updated September 2026, 2 weeks ago
In this video I demonstrate how to test for the assumption of homogeneity of regression slopes and then address a possible approach for dealing with a violation of that assumption (using Hayes Process macro).
The data for this video can be downloaded here: drive.google.com/file/d/1BArQ_wlQjvxH1oWqzVWciWxgHvBc4TAh
You can obtain a copy of the Process macro: processmacro.org/download.html
For more detail on how to use Process to test and describe the interaction between a multicategorical predictor and a continuous moderator, see this presentation: youtube.com/watch?v=IG-FnhvTud4
In this video I demonstrate how to test for the assumption of homogeneity of regression slopes and then address a possible approach for dealing with a violation of that assumption (using Hayes Process macro).
The data for this video can be downloaded here: drive.google.com/file/d/1BArQ_wlQjvxH1oWqzVWciWxgHvBc4TAh
You can obtain a copy of the Process macro: processmacro.org/download.html
For more detail on how to use Process to test and describe the interaction between a multicategorical predictor and a continuous moderator, see this presentation: youtube.com/watch?v=IG-FnhvTud4

![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)








