Date: Tue, 22 Jun 2004 11:20:01 -0400
Reply-To: Mark Davenport <madavenp@OFFICE.UNCG.EDU>
Sender: "SPSSX(r) Discussion" <SPSSX-L@LISTSERV.UGA.EDU>
From: Mark Davenport <madavenp@OFFICE.UNCG.EDU>
Subject: Re: FW: difference between pattern matrix and structure matrix in
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SPSS won't even give you a structure matrix using varimax. What was I thinking?
Mark A. Davenport Ph.D.
Office of Student Affairs Research and Evaluation
The University of North Carolina at Greensboro
149 Mossman Bldg.
Greensboro, NC 27402-6170
'An approximate answer to the right problem is worth a good deal more than an exact
answer to an approximate problem' -- J. W. Tukey
>>> Anthony Babinec <email@example.com> 6/22/2004 11:08:42 AM >>>
Sounds like you specified an oblique rotation.
The pattern matrix elements are analogous to
the standardized regression coefficients from a
multiple regression. A given element of the
pattern matrix indicates the importance of that
variable to the factor with the influence of the other
variables partialled out.
The structure matrix elements are simple correlations
of the variables with the factors. They reflect all
paths from a factor to a variable (this includes factor
to factor paths, since factors are correlated), while the
pattern coefficients reflect only the direct path from a
factor to a variable.
In interpreting your factor solution, you should look
From: SPSSX(r) Discussion [mailto:SPSSX-L@LISTSERV.UGA.EDU] On Behalf Of
Sent: Tuesday, June 22, 2004 8:44 AM
Subject: difference between pattern matrix and structure matrix in EFA
I would like ot know if anyone could explain the difference between the
pattern matrix and the structure matrix that are both included in my EFA
SPSS output. Which should I use to interpret the results?
Can they be interpreted exactly like a factor matrix?
Thank you very much!!!