Need help in regression test

Moderators: statman, Analyst Techy, andris, Fierce, GerineL, Smash

Qurratulain
Posts: 1
Joined: Sun Oct 30, 2016 8:09 am

Need help in regression test

Postby Qurratulain » Sun Oct 30, 2016 8:25 am

I need to test the IMPACT of working hours (independent variable) on 05 dependent variables : employee productivity, turnover intention, absenteeism, social and family commitments & stress. but these five dependent variables have impact on each other too (for example, stress can lead to turnover intention or effect employee productivity).
Can I apply multiple regression ?
One of the researchers suggested me to apply 05 linear regressions separately (as multiple regression will effect results du to multicolinearity)for each variable since I need to check the impact. please suggest.

Thanks
QR
statman
Administrator
Posts: 2734
Joined: Tue Jun 12, 2007 12:08 pm
Location: Florida, USA

Re: Need help in regression test

Postby statman » Mon Oct 31, 2016 1:09 pm

Do you really mean
to test the IMPACT of working hours (independent variable) on 05 dependent variables
I.e., 1 IV and 5 DVs or is it the other way around?

Also ...............
See the note below

NOTE: Please read the Posting Guidelines and always tell us your OS, the SPSS version and information about your study and data!

Statman
Statistical Services

Who is online

Users browsing this forum: No registered users and 2 guests

cron