Hi everyone,
If you have written or come across any papers where Generalised Linear Mixed Models are used to examine intervention (e.g., in mental health) efficacy, could you please share the link/s? I'd love to see how the results are laid out and reported.
Thank you!
Ravisha Jayawickrama could you tell us more about the structure of your GLMM and in general terms what you are doing?
John Bainbridge Sure!
The aim was to decrease negative attitudes towards people with obesity among healthcare students. Participants were assigned to watch one of three videos. They answered questionnaires at baseline, immediate post-test and follow-up (2 weeks). GLMMs were used because there were missing data at follow-up and unequal intervention condition sizes.
Hi,
if you allow a self-ad. In this paper, we had the problem of several dependent variables (on different levels) that that fundamentally different error distributions, so I spend a lot how to communicate the different models. The reviewer liked that :)
Jakob, E. A., Steinmetz, H., Wehner, M. C., Engelhardt, C., & Kabst, R. (2022). Like it or not: when corporate social responsibility does not attract potential applicants. Journal of Business Ethics, 178(1), 105-127.
HTH
Holger
Ravisha Jayawickrama Thanks for the domain info, I have a background in experimental psychology so it makes perfect sense. :) Sounds like you have three conditions and are doing a between subject design with each subject having three measurements at various points in time. I assume the questions were either the same at each time point or were designed to be equivalent. Now could you share how you specified the model?
Holger Steinmetz sounds interesting I'll check it out. I'm working on learning a useful approach for the pragmatics of having a single model in those types of situations. i.e. a multivariate response with different distributions (for example one is binomial and the other is normal).
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