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Date:   Tue, 30 Nov 2010 11:29:36 -0500
Reply-To:   "Bianco, Joseph" <bianco@oucom.ohiou.edu>
Sender:   "SPSSX(r) Discussion" <SPSSX-L@LISTSERV.UGA.EDU>
From:   "Bianco, Joseph" <bianco@oucom.ohiou.edu>
Subject:   Multinomial Logistic Regression SPSS 16.02
In-Reply-To:   <12630BECFEF0473A8F87230201AC70C2@yourg2asvv4l2m>
Content-Type:   text/plain; charset="us-ascii"

Hello Listers,

Apologies for the remedial nature of this question, but here goes:

I'm conducting a multinomial logistic regression (3 levels of the DV) and, based on significant chi-squares/ANOVAs, would like to enter predictors hierarchically (i.e., in blocks, as in binary logistic regression and regular linear regression). On SPSS, that's not an option for multinomial; instead, you can "force entry" certain predictors and then add others in a stepwise fashion. What I'm not clear about is how to conduct this such that I force entry of specific predictors in three iterations. If this were a binary logistic regression, I would do this:

Block 1: demographic predictors (age, education) Block 2: treatment factors (treatment condition [2 levels], therapy attendance) Block 3: psychotherapy process variables (alliance, group cohesion, group similarities)

In other words, I'd like to see if/how the psychotherapy process variables predict group membership when predictors from Blocks 1-2 are controlled for. I hope this makes sense. Any advice will be appreciated.

Best, Joe

************************************* Joseph A. Bianco, Ph.D. Department of Geriatric Medicine/Gerontology Ohio University College of Osteopathic Medicine 353 Grosvenor Athens, OH 45701 (740) 593-9953 Email: bianco@ohio.edu Web: http://ohio.academia.edu/JosephBianco

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