Table 2.
Model Fit Indices
|
Model Comparisons
|
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Variable | Invariance Levels | χ2 | df | CFI | TLI | Δχ2 | Δdf | p | ΔCFI | ΔTLI | Invariance Achieved |
Exploration | Configural | 173.391 | 129 | .979 | .969 | Yes | |||||
Metric | 187.616 | 141 | .978 | .970 | 14.225 | 12 | .287 | .001 | −.001 | Yes | |
Strong | 217.465 | 153 | .969 | .962 | 29.849 | 12 | .003 | .009 | .008 | Yes | |
Strict | 247.052 | 168 | .962 | .957 | 29.587 | 15 | .014 | .007 | .005 | No | |
Commitment | Configural | 485.538 | 294 | .954 | .941 | Yes | |||||
Metric | 502.550 | 312 | .954 | .945 | 17.012 | 18 | .522 | .000 | −.004 | Yes | |
Strong | 531.237 | 330 | .952 | .945 | 28.687 | 18 | .052 | .002 | .000 | Yes | |
Strict | 563.583 | 351 | .949 | .945 | 32.346 | 21 | .054 | .003 | .000 | No | |
Centralitya | Configural | 654.172 | 374 | .929 | .906 | Yes | |||||
Metric | 681.332 | 395 | .928 | .909 | 27.160 | 21 | .166 | .001 | −.003 | Yes | |
Strong | 758.340 | 416 | .914 | .897 | 77.008 | 21 | .000 | .014 | .012 | No |
Note. Longitudinal factorial invariance was tested across four levels from the least restrictive to the most (configural, metric, strong, and strict; Widaman, Ferrer, & Conger, 2010). Configural invariance is established if the same set of items load well on the latent factor. Metric invariance exists if the factor loading of each item is invariant over time. Strong invariance can be achieved if the intercept of each item (i.e., the mean) is invariant over time. Finally, strict invariance exists if the residual variance of each item shows over-time invariance. Each invariance level was established if its model fit did not differ significantly from that of the previous invariance level and at least two of the following three criteria were met: Δχ2 significant at p < .05, ΔCFI ≥ .01 and Δnon-normed fit index ≥ .02 (Schwartz et al., 2011; see Cheung & Rensvold, 2002, for a discussion of criteria).
We did not proceed to test strict invariance for centrality because strong invariance was not achieved.