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We used the congruence coefficient (rc) to calculate the changes in factor structures under different situations.
Standard interpretation of the congruence coefficient suggests that 0.90 indicates acceptable fit.
Also, the factor congruence coefficient indicated satisfactory factor agreement between the PSS and the PSS-J.
14 We also performed congruence analysis to calculate a congruence coefficient using the free software, Orthosim 2.1.
In addition, the factor congruence coefficient indicated satisfactory factor agreement between the original and the Taiwanese version.
A similar factor structure was found between both samples, with Tucker's congruence coefficient being 0.98 for the first factor and 0.96 for the second factor.
Similar(52)
The similarity values of all 20 inputted total ion chromatograms (TICs), relative to the reference chromatogram, can be calculated by correlation and congruence coefficients with median or averaged data [14, 15].
The factor congruence coefficients between the two samples were: Factor I,.98; II,.94; III,.98; IV,.95; V,.95.
The four-factor solution was validated and an identical factor solution was obtained with high congruence coefficients (CC) for each factor: 0.98 (factor I), 0.95 (factor II), 0.92 (factor III) and 0.87 (factor IV).
Although the factor analysis returned two components with a high value of KMO and a high-congruence coefficient, most factor solutions did not result in a simple factor solution (a single high loading for each item on only one factor).
A final regression model retained only Use of Expertise (β-coefficient = 0.53, p <0.01), Authority (β-coefficient = -0.20, p <0.01) and Role Congruence (β-coefficient = 0.39, p <0.01).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com