I have a set of independent variables (from 1 to 8 depending) which are all continuous variables. My dependent variable of interest is an ordinal value that is a Likert-scale representation of an employee's intent to remain at their current job from 1 to 5.
I attempted to run a binary logistic regression but I appear to fail the proportionality conditions there and want to give Mlogit a try,
I believe.a downside to this is the loss of "rank", however, in any event, I am not entirely clear on how to do this in SPSS (or R). In particular I am struggling to interpret my results.
In the attached, Factor1-8 are my independent.
My dependent variable is the aforementioned ordinal. I chose 5 to be my reference. My questions are as follows
Thank you for any help you can provide
Hi,
The problem pertains to ordinal Regression. Here are a few references that can give you a clear description.
https://statistics.laerd.com/spss-tutorials/ordinal-regression-using-spss-statistics.php
Some videos:
https://www.youtube.com/watch?v=rPcMcW25PPA
https://www.youtube.com/watch?v=aiQcFCFtT5k
https://www.youtube.com/watch?v=iPDwMrw2D30
I think the following references may support you
1. Regression Modeling Strategies Frank E. Harrell, Jr. With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
2. LOGISTIC REGRESSION MODELS FOR ORDINAL RESPONSE VARIABLES ANN A. O’CONNELL University of Connecticut
- Badges
- Science topic
- Similar topics
- Mathematical Sciences
- Statistics
- Statistical Software
- SPSS