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RESULTS
Test of the Measurement Model
Due to the limited degree of prior testing of the variables used in the model, steps were taken to purify the construct measurements and improve reliability and validity. Specifically, the measurement model was first subjected to confirmatory factor analysis to test for convergent and discriminant validity, and reliabilities (internal consistency) were tested using Cronbach’s alpha.
As can be seen in Table 1, the overall fit of the CFA was acceptable (Comparative Fit Index [CFI] = .959, no standardized residuals over the absolute value of 2, and a chi-square of 357.925, 187 df). As evidence of convergent validity, each of the 22 items loaded on their prespecified hypothesized constructs, all standardized factor loadings exceeded .5, and all tests of unstandardized coefficients were significant (t-values between 10.300 and 18.599; see Table 1, t
RESULTS
Test of the Measurement Model
Due to the limited degree of prior testing of the variables used in the model, steps were taken to purify the construct measurements and improve reliability and validity. Specifically, the measurement model was first subjected to confirmatory factor analysis to test for convergent and discriminant validity, and reliabilities (internal consistency) were tested using Cronbach’s alpha.
As can be seen in Table 1, the overall fit of the CFA was acceptable (Comparative Fit Index [CFI] = .959, no standardized residuals over the absolute value of 2, and a chi-square of 357.925, 187 df). As evidence of convergent validity, each of the 22 items loaded on their prespecified hypothesized constructs, all standardized factor loadings exceeded .5, and all tests of unstandardized coefficients were significant (t-values between 10.300 and 18.599; see Table 1, third column, for standardized parameters) (Chin 1998; Fornell and L