Table 8.
Model | Model Comparison | χ2 | df | Δχ2 | Δdf | Statistical Significance | CFI | ΔCFI |
---|---|---|---|---|---|---|---|---|
M1: Configural model (no equality constraints—19 items) | - | 540.040 | 292 | 0.932 | - | |||
M2: All item factor loadings constrained a | 2 vs. 1 | 571.204 | 311 | 31.164 | 19 | p < 0.05 | 0.929 | 0.003 |
M3: Items for LE constrained | 3 vs. 1 | 546.096 | 297 | 6.056 | 5 | NS | 0.932 | 0.000 |
M4: Items for LE and PP constrained | 4 vs. 1 | 548.363 | 303 | 8.323 | 11 | NS | 0.933 | 0.001 |
M5: Items for LE, PP, and PO constrained | 5 vs. 1 | 551.636 | 307 | 11.596 | 15 | NS | 0.933 | 0.001 |
M6: Items for LE, PP, PO, and SI constrained (item 1 freely estimated) | 6 vs. 1 | 562.899 | 310 | 22.859 | 18 | NS | 0.931 | 0.001 |
M7: Factor loadings and item variances constrained | 7 vs. 1 | 609.870 | 329 | 69.830 | 37 | p < 0.01 | 0.923 | 0.009 |
M8: Factor loadings, item variances, and covariances constrained | 8 vs. 1 | 625.807 | 335 | 85.767 | 43 | p < 0.001 | 0.920 | 0.012 |
Note. a Kline (2005) proposed that items which are fixed to 1.0 cannot be examined for invariance. Therefore, these items were freed and the latent parent variables were fixed to 1.0. LE = life enhancement; PP = physical performance; PO = psychological outlook; SI = social interaction; NS = not significant. Item 1, “I enjoy exercise”, of the psychological outlook factor had to be estimated freely.