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Subsequently, item factor loadings were constrained to be equal across the gender groups, resulting in a model of metric invariance.
Table 4 Validity analysis results of the Behavioral Intention factor only revised TAM questionnaire Item Factor 1 Factor 1: behavioral intention B7: I would like to use systems similar to the TCG.
Measurement invariance will be evaluated first by examining the equivalence of item factor loadings across the two models (weak measurement invariance) and second, by adding the equality constraint of item (indicator) intercepts (strong measurement invariance) across the two models.
0.839 Item Factor 1 Loadings Factor 2 Loadings Evolution Understanding The genetics of a population of organisms remains the same over time 0.545 0.17 Evolution cannot ever be observed because it happens over very long periods of time.
Table 5 shows the MSRS-R item factor loadings.
The cutoff for item factor loadings was set at a coefficient level of ≥0.40.
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Previous studies have indicated that a 2-item factor is acceptable (Raubenheimer 2004).
For example, fashion vs. comfort (α = .74) (Dickson and Pollack 2000) was divided into two different constructs and renamed as a 3-item factor, fashion and a 2-item factor, comfort, respectively.
Table 4 presents the fit of the models that were used for testing different levels of MI for the four-item factor (see Additional file 1: Table S1) for analogous analyses for the six-item scale).
As summarized in Table 2, the 4-item factor appeared to reflect perceptions that HIV/AIDS is more controllable since the availability of ART (Cronbach's α = .61), while the 7-item factor seemed to measure ART-related risk compensation (Cronbach's α = .66).66
The internal consistency of the 3-item Factor 7 improved as a result.
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