Lj. Williams et Se. Anderson, AN ALTERNATIVE APPROACH TO METHOD EFFECTS BY USING LATENT-VARIABLE MODELS - APPLICATIONS IN ORGANIZATIONAL-BEHAVIOR RESEARCH, Journal of applied psychology, 79(3), 1994, pp. 323-331
Recent research in the area of organizational behavior on social desir
ability and negative affectivity as potential sources of artifactual c
ovariance is reviewed. Next, an example of a latent-variable structura
l equation approach is presented as a more appropriate strategy for an
alyzing method effects that circumvents problems associated with prior
statistical techniques. This example illustrates the specification of
a structural equation model with and without method effects and descr
ibes the sequence of model comparisons that provides direct tests for
the presence of method effects and for the impact of these effects on
estimates of substantive relationships. Finally, this latent-variable
approach is discussed with regard to other potential applications invo
lving method effects.