TABLE 2.
Model fit indices of different models developed during the ESEM process.
| Model | X2 | P | df | CFI | TLI | SRMR | RMSEA | [90% CI] |
| Full Readiness EFA – 7 factors (hypothesized) – all items (First run) | 10245.535 | <0.001 | 3233 | 0.822 | 0.789 | 0.32 | 0.066 | 0.064 – 0.067 |
| Full Readiness EFA – 10 factors (PH, CO and TC split) – all items | 7751.601 | <0.001 | 2993 | 0.879 | 0.845 | 0.025 | 0.056 | 0.055 – 0.058 |
| Overall Readiness – One factor – all items | 908.962 | <0.001 | 54 | 0.814 | 0.773 | 0.65 | 0.178 | 0.168 – 0.188 |
| Overall Readiness – One factor with 6,7,8,12 | 15.213 | 0.0005 | 2 | 0.989 | 0.968 | 0.016 | 0.115 | 0.066 – 0.172 |
| Overall Readiness – One factor with 3,6,7,8 | 2.749 | 0.253 | 2 | 0.999 | 0.998 | 0.010 | 0.027 | 0.000 – 0.097 |
| Physical Readiness – One factor – all items | 1274.534 | <0.001 | 54 | 0.679 | 0.608 | 0.143 | 0.213 | 0.203 – 0.223 |
| Physical Readiness – Two factor – all items | 244.834 | <0.001 | 43 | 0.947 | 0.919 | 0.036 | 0.097 | 0.085 – 0.109 |
| Physical Readiness – Two factors, best performing items (+2,4,7 and -5,6,9,10) | 7.090 | 0.5270 | 8 | 1.000 | 1.001 | 0.008 | 0.000 | 0.000 – 0.048 |
| Physical Readiness – Two factors, best performing items (+2,3,4 and -5,6,9,10) | 13.852 | 0.0857 | 8 | 0.997 | 0.993 | 0.011 | 0.038 | 0.000 – 0.071 |
| Cognitive Readiness – One factor – all items) | 865.279 | <0.001 | 54 | 0.825 | 0.787 | 0.081 | 0.173 | 0.163 – 0.184 |
| Cognitive Readiness – Two factor – all items) | 221.154 | <0.001 | 43 | 0.962 | 0.941 | 0.027 | 0.091 | 0.079 – 0.103 |
| Cognitive Readiness – Two factors, best performing items (+2,3,4 and -6,7,8) | 12.124 | 0.0164 | 4 | 0.996 | 0.986 | 0.007 | 0.064 | 0.025 – 0.106 |
| Threat-Challenge Readiness – One factor – all items | 842.326 | <0.001 | 77 | 0.804 | 0.769 | 0.70 | 0.141 | 0.132 – 0.150 |
| Threat-Challenge Readiness – Two factor – all items 1,2,3,4,6,8,9 = affect/state → discard 5,7,10,11,12,13,14 = capability | 457.968 | <0.001 | 64 | 0.899 | 0.857 | 0.41 | 0.111 | 0.102 – 0.121 |
| Threat-Challenge Readiness – One factor – Capability | 70.937 | <0.001 | 14 | 0.967 | 0.951 | 0.033 | 0.090 | 0.070 – 0.112 |
| Threat-Challenge Readiness – One factor – Best performing Items (11,12,13,14) | 3.448 | 0.1784 | 2 | 0.999 | 0.996 | 0.011 | 0.038 | 0.000 – 0.104 |
| Group-Team Readiness – One factor – all items | 590.837 | <0.001 | 54 | 0.909 | 0.889 | 0.042 | 0.141 | 0.131 – 0.152 |
| Group-Team Readiness – One factor – Best performing Items (4,7,8,10) | 5.460 | 0.0652 | 2 | 0.998 | 0.994 | 0.006 | 0.059 | 0.000 – 0.121 |
| Skills-Training Readiness – One factor – all items | 687.495 | <0.001 | 54 | 0.853 | 0.821 | 0.058 | 0.153 | 0.143 – 0.164 |
| Skills-Training Readiness – One factor – Best Performing Items – 3††,5,8,12) | 0.146 | 0.9294 | 2 | 1.000 | 1.006 | 0.003 | 0.000 | 0.000 – 0.027 |
| Equipment Readiness – One factor – all items | 1826.231 | <0.001 | 77 | 0.646 | 0.582 | 0.097 | 0.214 | 0.205 – 0.222 |
| Equipment Readiness – One factor – best performing items (1,2,3,4) | 0.353 | 0.8382 | 2 | 1.000 | 1.005 | 0.003 | 0.000 | 0.000 – 0.051 |
| Combined overall model EFA (9-factors) | 444.781 | <0.001 | 244 | 0.984 | 0.968 | 0.012 | 0.041 | 0.035 – 0.047 |
| Combined overall model ESEM (9-factors) | 1034.867 | <0.001 | 428 | 0.952 | 0.945 | 0.045 | 0.053 | 0.049 – 0.057 |
| ***Combined overall model CFA (NEW DATASET 9-factors) | 902.363 | <0.001 | 428 | 0.936 | 0.925 | 0.057 | 0.064 | 0.058 – 0.070 |
χ2 = Chi-square test of exact fit; CFI = Comparative Fit Index; TLI = Tucker–Lewis index; RMSEA = Root Mean Square Error of Approximation; 90% CI = 90% confidence interval of the RMSEA; ESEM = exploratory structural equation modeling. †† = dropped due to cross loading when incorporated into full 9-factor model.