TABLE 2.
Model fit indices for sample one and two.
| Sample | Model | χ2 | df | RMSEA (90% CI) | SRMR | TLI | CFI | AIC | BIC |
| One (N = 894) | ESEM (one factor) | 2145.654 | 241 | 0.069 (0.064–0.071) | 0.063 | 0.821 | 0.847 | 95325.854 | 98627.523 |
| ESEM (three factor) | 1846.631 | 215 | 0.058 (0.054–0.060) | 0.054 | 0.905 | 0.917 | 95174.681 | 97853.143 | |
| Bifactor-ESEM | 1325.927 | 194 | 0.047 (0.044–0.051) | 0.043 | 0.928 | 0.945 | 94784.621 | 97153.232 | |
| Gender configural | 1897.582 | 425 | 0.058 (0.055–0.060) | 0.054 | 0.912 | 0.924 | 94812.628 | 97329.674 | |
| Gender metric | 1748.603 | 512 | 0.056 (0.053–0.059) | 0.052 | 0.909 | 0.919 | 94531.654 | 97214.971 | |
| Gender scalar | 1658.935 | 547 | 0.054 (0.051–0.056) | 0.051 | 0.902 | 0.913 | 94413.369 | 97028.147 | |
| Expertise configural | 1987.267 | 628 | 0.058 (0.055–0.061) | 0.057 | 0.917 | 0.924 | 93528.289 | 96107.927 | |
| Expertise metric | 2517.057 | 738 | 0.059 (0.056–0.062) | 0.059 | 0.910 | 0.918 | 93824.317 | 96389.829 | |
| Expertise scalar | 2923.742 | 791 | 0.060 (0.057–0.063) | 0.058 | 0.905 | 0.913 | 94153.974 | 96745.282 | |
| Type configural | 1954.923 | 451 | 0.057 (0.055–0.060) | 0.053 | 0.913 | 0.922 | 94233.748 | 97592.382 | |
| Type metric | 1867.328 | 518 | 0.055 (0.052–0.058) | 0.052 | 0.909 | 0.916 | 94117.825 | 97381.537 | |
| Type scalar | 1726.628 | 554 | 0.052 (0.050–0.055) | 0.051 | 0.901 | 0.907 | 93924.743 | 97106.581 | |
| Injury configural | 2097.965 | 508 | 0.057 (0.054–0.059) | 0.055 | 0.917 | 0.928 | 94344.627 | 97157.319 | |
| Injury metric | 2031.836 | 574 | 0.056 (0.054–0.059) | 0.052 | 0.912 | 0.917 | 94187.323 | 96543.253 | |
| Injury scalar | 1974.434 | 632 | 0.058 (0.055–0.060) | 0.051 | 0.904 | 0.911 | 93821.652 | 96204.826 | |
| Two (N = 589) | ESEM (three factor) | 1745.358 | 215 | 0.056 (0.051–0.059) | 0.055 | 0.914 | 0.926 | 95028.921 | 97641.638 |
| Bifactor-ESEM | 1307.139 | 194 | 0.046 (0.046–0.052) | 0.042 | 0.932 | 0.949 | 94121.347 | 97008.391 |
χ2 = Chi-Square, RMSEA, Root Mean Square Error of Approximation; CI, Confidence Interval; SRMR, Standardized Root Mean Residual; TLI, Tucker Lewis Index; CFI, comparative fit index; AIC, Akaike Information Criterion; BIC, Bayesian Information Criterion.