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Their intercorrelation coefficients remain below 0.60, and the extent of common methods variance is unknown.
All items were allowed to load on their theoretical constructs, as well as on a latent common methods variance factor.
First, it was based on self-report measures, which may cause systematic measurement errors (common methods variance).
The MI method does not have the disadvantages associated with single imputation methods: variance is not underestimated and treatment effect changes are preserved over time.
In the latter case, items were allowed to load on their theoretical constructs, as well as on a latent common methods variance factor, applying confirmatory factor analysis (CFA).
The significance of the structural parameters was then examined both with and without the latent common methods variance factor in the model [ 47].
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To reduce simulation cost of the MC method, variance reduction methods are applied.
Common method variance has received much attention in the behavioral sciences.
Termed "method variance," this is a major obstacle to the advancement of MC.
One of the limitations is the potential common method variance in the measurements.
The independent variables were reversely rated to reduce any common method variance (Lindell and Whitney 2001).
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