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. 2021 Nov 18;12:738609. doi: 10.3389/fpsyg.2021.738609

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.