Dear Mazhar Ali Kazmi,

I can help you possibly. However, you have to send me the data file in MS Excel format with your questionnaire.

Also, give me the details of variables and their respective dimensions and statements as appeared in the questionnaire. Once I finish the workings, I can send the file back to you. It is up to you.

Also, running regressions is ideal for your study.

Good luck.

Kind regards,

S. Senthilnathan

I would run a stepwise regression or an 'all-possible-substets'.

Stepwise in SPSS: https://www.youtube.com/watch?v=HTQT9Ewaop4

all-possible subsets in SPSS:

https://digitalcommons.georgiasouthern.edu/cgi/viewcontent.cgi?article=1187&context=gera

Hello Mazhar,

The specific model(s) to be evaluated should be guided by your research question(s), the nature of your variables, and your data collection method.

If your interest with the demographic variables is just to describe your sample, and your RQ was something like, "Do scores on Epistemic beliefs and Pedagogic beliefs relate to scores on Instructional practices?" and all three variables were continuous and metric (interval strength or better), then multiple linear regression with 2 IVs and 1 DV would likely work well.

But, if the instructional practices variable was categorical, then you would need to look at a different kind of analysis (which could include: manova, discriminant analysis, logistic regression).

So, if you could further articulate your aims and the nature of the variables, I would wager you'd get more focused recommendations.

Good luck with your work.