Tjb. Kline et B. Dunn, Analysis of interaction terms in structural equation models: A non-technical demonstration using the deviation score approach, CAN J BEH S, 32(2), 2000, pp. 127-132
Citations number
12
Categorie Soggetti
Psycology
Journal title
CANADIAN JOURNAL OF BEHAVIOURAL SCIENCE-REVUE CANADIENNE DES SCIENCES DU COMPORTEMENT
One of the major shortcomings in using Structural Equation Modeling data an
alytic techniques has been the difficulty in handling interaction terms in
the modeling process. The issue is that interaction terms that are created
by cross-multiplying raw scores result in the matrix of covariances or corr
elations being singular (there is at least one linear dependency in the mat
rix). The data analyses will not proceed as the matrix is not positive defi
nite. This payer demonstrates a valid and easy way to cope with the problem
of interaction terms by using deviation scores or "centred" variables as t
he interaction terms.