******************************** * General SEM analysis results * ******************************** General project information --------------------------- Version of WarpPLS used: 6.0 License holder: Trial license (3 months) Type of license: Trial license (3 months) License start date: 24-Apr-2019 License end date: 23-Jul-2019 Project path (directory): E:\data pls\ Project file: 95 resp model 2.prj Last changed: 29-Apr-2019 11:01:13 Last saved: 29-Apr-2019 11:01:14 Raw data path (directory): E:\ Raw data file: 98 resp model 2.txt Model fit and quality indices ----------------------------- Average path coefficient (APC)=0.188, P=0.013 Average R-squared (ARS)=0.202, P=0.009 Average adjusted R-squared (AARS)=0.176, P=0.018 Average block VIF (AVIF)=1.729, acceptable if <= 5, ideally <= 3.3 Average full collinearity VIF (AFVIF)=1.865, acceptable if <= 5, ideally <= 3.3 Tenenhaus GoF (GoF)=0.348, small >= 0.1, medium >= 0.25, large >= 0.36 Sympson's paradox ratio (SPR)=1.000, acceptable if >= 0.7, ideally = 1 R-squared contribution ratio (RSCR)=1.000, acceptable if >= 0.9, ideally = 1 Statistical suppression ratio (SSR)=1.000, acceptable if >= 0.7 Nonlinear bivariate causality direction ratio (NLBCDR)=1.000, acceptable if >= 0.7 General model elements ---------------------- Missing data imputation algorithm: Arithmetic Mean Imputation Outer model analysis algorithm: PLS Regression Default inner model analysis algorithm: Warp3 Multiple inner model analysis algorithms used? No Resampling method used in the analysis: Stable3 Number of data resamples used: 100 Number of cases (rows) in model data: 98 Number of latent variables in model: 4 Number of indicators used in model: 26 Number of iterations to obtain estimates: 6 Range restriction variable type: None Range restriction variable: None Range restriction variable min value: 0.000 Range restriction variable max value: 0.000 Only ranked data used in analysis? No ********************************** * Path coefficients and P values * ********************************** Path coefficients ----------------- PA KO PMB KM KO*PA PMB*PA KM 0.247 -0.092 0.224 P values -------- PA KO PMB KM KO*PA PMB*PA KM 0.005 0.177 0.010 ***************************************** * Standard errors for path coefficients * ***************************************** PA KO PMB KM KO*PA PMB*PA KM 0.094 0.098 0.095 ************************************** * Effect sizes for path coefficients * ************************************** PA KO PMB KM KO*PA PMB*PA KM 0.088 0.029 0.085 **************************************** * Combined loadings and cross-loadings * **************************************** PA KO PMB KM KO*PA PMB*PA Type (a SE P value x1.1 0.851 0.106 -0.293 -0.024 -0.094 -0.002 Reflect 0.080 <0.001 x1.2 0.602 -0.107 -0.124 0.058 -0.368 0.362 Reflect 0.086 <0.001 x1.3 0.844 -0.007 -0.004 -0.052 0.031 0.079 Reflect 0.080 <0.001 x1.4 0.850 -0.302 0.177 0.184 0.068 -0.079 Reflect 0.080 <0.001 x1.5 0.754 0.127 0.119 -0.083 0.287 -0.330 Reflect 0.082 <0.001 x1.6 0.849 0.167 0.103 -0.076 0.001 0.039 Reflect 0.080 <0.001 x2.1 0.052 0.735 0.080 0.190 -0.011 -0.106 Reflect 0.083 <0.001 x2.2 0.089 0.800 0.001 -0.138 -0.187 0.148 Reflect 0.081 <0.001 x2.4 0.029 0.817 -0.005 0.241 -0.060 0.025 Reflect 0.081 <0.001 x2.5 0.122 0.880 -0.101 0.062 -0.040 -0.040 Reflect 0.079 <0.001 x2.6 0.060 0.854 -0.115 0.166 0.034 0.043 Reflect 0.080 <0.001 x2.7 -0.090 0.833 0.039 -0.268 0.026 0.066 Reflect 0.080 <0.001 x2.8 -0.143 0.850 0.026 -0.066 0.084 -0.059 Reflect 0.080 <0.001 x2.9 -0.114 0.830 0.093 -0.172 0.145 -0.081 Reflect 0.080 <0.001 x3.3 0.103 -0.227 0.762 0.250 -0.059 0.087 Reflect 0.082 <0.001 x3.4 0.047 0.006 0.925 0.036 -0.012 -0.087 Reflect 0.078 <0.001 x3.5 -0.026 -0.094 0.889 0.029 -0.115 0.020 Reflect 0.079 <0.001 x3.6 -0.060 0.112 0.832 -0.221 0.118 0.052 Reflect 0.080 <0.001 x3.7 -0.057 0.185 0.856 -0.077 0.070 -0.055 Reflect 0.080 <0.001 y1 -0.123 -0.172 0.166 0.815 -0.118 0.017 Reflect 0.081 <0.001 y2 -0.180 -0.079 0.177 0.734 0.030 -0.202 Reflect 0.083 <0.001 y4 -0.071 -0.064 -0.126 0.665 0.243 -0.012 Reflect 0.084 <0.001 y5 0.206 -0.053 -0.221 0.624 0.072 0.089 Reflect 0.085 <0.001 y6 0.052 0.019 -0.022 0.757 -0.174 -0.047 Reflect 0.082 <0.001 y8 0.110 0.555 -0.211 0.609 0.256 0.068 Reflect 0.085 <0.001 y9 0.053 -0.092 0.119 0.852 -0.183 0.095 Reflect 0.080 <0.001 x2.1*x1 -0.217 0.048 0.050 -0.062 0.853 -0.067 Reflect 0.080 <0.001 x2.1*x1 -0.541 -0.191 0.494 0.090 0.628 -0.031 Reflect 0.085 <0.001 x2.1*x1 -0.021 0.236 -0.149 0.032 0.735 -0.045 Reflect 0.083 <0.001 x2.1*x1 0.304 0.448 -0.559 -0.180 0.710 0.269 Reflect 0.083 <0.001 x2.1*x1 0.240 0.673 -0.594 -0.328 0.545 -0.004 Reflect 0.087 <0.001 x2.1*x1 0.144 0.003 -0.314 0.011 0.857 0.077 Reflect 0.080 <0.001 x2.2*x1 -0.480 -0.183 0.554 -0.047 0.723 -0.193 Reflect 0.083 <0.001 x2.2*x1 -0.665 -0.633 0.850 0.320 0.564 -0.196 Reflect 0.087 <0.001 x2.2*x1 -0.129 -0.194 0.211 0.112 0.673 -0.126 Reflect 0.084 <0.001 x2.2*x1 0.694 0.509 -0.729 -0.359 0.604 0.335 Reflect 0.086 <0.001 x2.2*x1 0.603 0.780 -0.665 -0.600 0.431 -0.060 Reflect 0.090 <0.001 x2.2*x1 0.177 -0.453 -0.110 0.187 0.794 -0.086 Reflect 0.081 <0.001 x2.4*x1 -0.289 -0.166 0.284 0.016 0.863 -0.089 Reflect 0.080 <0.001 x2.4*x1 -0.611 -0.402 0.624 0.251 0.630 -0.097 Reflect 0.085 <0.001 x2.4*x1 -0.069 -0.013 0.193 0.088 0.634 0.061 Reflect 0.085 <0.001 x2.4*x1 0.467 0.482 -0.519 -0.219 0.701 0.396 Reflect 0.083 <0.001 x2.4*x1 0.256 0.521 -0.325 -0.356 0.523 0.051 Reflect 0.087 <0.001 x2.4*x1 0.127 -0.243 -0.106 0.169 0.838 0.041 Reflect 0.080 <0.001 x2.5*x1 -0.442 -0.072 0.355 -0.103 0.848 -0.052 Reflect 0.080 <0.001 x2.5*x1 -0.642 -0.475 0.668 0.237 0.632 -0.135 Reflect 0.085 <0.001 x2.5*x1 -0.201 -0.011 0.248 0.011 0.706 0.116 Reflect 0.083 <0.001 x2.5*x1 0.347 0.489 -0.454 -0.330 0.698 0.454 Reflect 0.083 <0.001 x2.5*x1 0.175 0.624 -0.313 -0.453 0.518 0.154 Reflect 0.088 <0.001 x2.5*x1 0.039 -0.297 -0.047 0.154 0.882 0.075 Reflect 0.079 <0.001 x2.6*x1 -0.425 0.190 0.329 -0.256 0.780 -0.312 Reflect 0.082 <0.001 x2.6*x1 -0.671 -0.407 0.653 0.197 0.586 -0.266 Reflect 0.086 <0.001 x2.6*x1 -0.249 0.227 0.301 -0.047 0.688 -0.241 Reflect 0.084 <0.001 x2.6*x1 0.281 0.679 -0.392 -0.422 0.636 0.176 Reflect 0.085 <0.001 x2.6*x1 0.347 0.838 -0.339 -0.667 0.549 -0.052 Reflect 0.087 <0.001 x2.6*x1 -0.014 -0.150 0.003 0.077 0.818 -0.103 Reflect 0.081 <0.001 x2.7*x1 -0.249 0.029 0.290 -0.108 0.730 -0.200 Reflect 0.083 <0.001 x2.7*x1 -0.368 -0.633 0.532 0.308 0.591 -0.173 Reflect 0.086 <0.001 x2.7*x1 0.156 -0.226 0.056 0.268 0.626 -0.106 Reflect 0.085 <0.001 x2.7*x1 0.659 0.214 -0.542 -0.033 0.645 0.272 Reflect 0.085 <0.001 x2.7*x1 0.426 0.615 -0.279 -0.471 0.480 -0.064 Reflect 0.089 <0.001 x2.7*x1 0.321 -0.492 -0.155 0.330 0.790 -0.004 Reflect 0.081 <0.001 x2.8*x1 -0.288 0.106 0.205 -0.122 0.742 -0.233 Reflect 0.082 <0.001 x2.8*x1 -0.457 -0.561 0.459 0.426 0.570 -0.245 Reflect 0.086 <0.001 x2.8*x1 0.068 -0.211 0.052 0.322 0.647 -0.088 Reflect 0.085 <0.001 x2.8*x1 0.661 0.269 -0.635 -0.051 0.690 0.322 Reflect 0.084 <0.001 x2.8*x1 0.492 0.662 -0.441 -0.516 0.505 -0.020 Reflect 0.088 <0.001 x2.8*x1 0.245 -0.548 -0.154 0.380 0.760 0.002 Reflect 0.082 <0.001 x2.9*x1 -0.352 -0.065 0.334 0.031 0.733 -0.021 Reflect 0.083 <0.001 x2.9*x1 -0.415 -0.464 0.527 0.325 0.610 -0.158 Reflect 0.085 <0.001 x2.9*x1 -0.001 -0.170 0.041 0.325 0.581 0.081 Reflect 0.086 <0.001 x2.9*x1 0.599 0.104 -0.512 0.073 0.653 0.436 Reflect 0.084 <0.001 x2.9*x1 0.283 0.402 -0.252 -0.262 0.454 0.128 Reflect 0.089 <0.001 x2.9*x1 0.298 -0.588 -0.218 0.451 0.707 0.063 Reflect 0.083 <0.001 x3.3*x1 -0.067 0.390 0.041 -0.357 -0.147 0.762 Reflect 0.082 <0.001 x3.3*x1 0.318 0.557 -0.192 -0.656 -0.016 0.473 Reflect 0.089 <0.001 x3.3*x1 -0.142 0.114 0.196 -0.097 -0.211 0.668 Reflect 0.084 <0.001 x3.3*x1 -0.372 0.033 0.383 -0.124 0.154 0.676 Reflect 0.084 <0.001 x3.3*x1 -0.463 -0.029 0.433 -0.106 -0.064 0.510 Reflect 0.088 <0.001 x3.3*x1 0.182 -0.086 -0.048 -0.071 0.039 0.646 Reflect 0.085 <0.001 x3.4*x1 -0.023 0.256 -0.097 -0.273 0.046 0.923 Reflect 0.078 <0.001 x3.4*x1 0.381 0.383 -0.290 -0.497 0.054 0.750 Reflect 0.082 <0.001 x3.4*x1 -0.027 0.004 0.074 0.003 -0.116 0.866 Reflect 0.080 <0.001 x3.4*x1 -0.222 -0.063 0.118 0.026 0.234 0.898 Reflect 0.079 <0.001 x3.4*x1 -0.683 -0.020 0.426 0.044 -0.087 0.745 Reflect 0.082 <0.001 x3.4*x1 0.105 -0.178 -0.219 0.168 0.141 0.884 Reflect 0.079 <0.001 x3.5*x1 0.173 0.349 -0.293 -0.320 0.279 0.873 Reflect 0.079 <0.001 x3.5*x1 0.361 0.467 -0.315 -0.476 0.160 0.669 Reflect 0.084 <0.001 x3.5*x1 0.230 0.100 -0.171 -0.061 0.099 0.831 Reflect 0.080 <0.001 x3.5*x1 -0.082 0.020 -0.015 -0.007 0.429 0.841 Reflect 0.080 <0.001 x3.5*x1 -0.542 0.109 0.217 0.013 0.170 0.702 Reflect 0.083 <0.001 x3.5*x1 0.167 0.017 -0.372 0.107 0.321 0.820 Reflect 0.081 <0.001 x3.6*x1 0.099 -0.062 0.041 0.034 -0.278 0.812 Reflect 0.081 <0.001 x3.6*x1 0.593 0.159 -0.216 -0.306 -0.161 0.508 Reflect 0.088 <0.001 x3.6*x1 0.242 -0.314 0.015 0.373 -0.336 0.741 Reflect 0.082 <0.001 x3.6*x1 -0.069 -0.487 0.313 0.431 -0.073 0.790 Reflect 0.081 <0.001 x3.6*x1 -0.550 -0.324 0.426 0.503 -0.375 0.577 Reflect 0.086 <0.001 x3.6*x1 0.207 -0.257 -0.233 0.436 -0.130 0.768 Reflect 0.082 <0.001 x3.7*x1 0.072 0.051 -0.128 -0.075 -0.068 0.858 Reflect 0.080 <0.001 x3.7*x1 0.475 0.171 -0.269 -0.272 -0.104 0.585 Reflect 0.086 <0.001 x3.7*x1 0.057 -0.252 0.085 0.244 -0.217 0.715 Reflect 0.083 <0.001 x3.7*x1 -0.100 -0.290 0.191 0.246 0.064 0.833 Reflect 0.080 <0.001 x3.7*x1 -0.516 -0.237 0.351 0.350 -0.190 0.632 Reflect 0.085 <0.001 x3.7*x1 0.186 -0.371 -0.194 0.391 0.009 0.803 Reflect 0.081 <0.001 Notes: Loadings are unrotated and cross-loadings are oblique-rotated. SEs and P values are for loadings. P values < 0.05 are desirable for reflective indicators. *************************************************** * Normalized combined loadings and cross-loadings * *************************************************** PA KO PMB KM KO*PA PMB*PA x1.1 0.790 0.097 -0.268 -0.022 -0.086 -0.002 x1.2 0.787 -0.112 -0.129 0.061 -0.383 0.377 x1.3 0.805 -0.008 -0.005 -0.059 0.036 0.089 x1.4 0.818 -0.363 0.212 0.221 0.082 -0.095 x1.5 0.735 0.168 0.157 -0.110 0.381 -0.437 x1.6 0.724 0.209 0.129 -0.096 0.001 0.050 x2.1 0.089 0.667 0.138 0.328 -0.019 -0.183 x2.2 0.102 0.737 0.001 -0.159 -0.215 0.171 x2.4 0.042 0.704 -0.008 0.356 -0.088 0.037 x2.5 0.146 0.727 -0.121 0.074 -0.048 -0.048 x2.6 0.073 0.731 -0.141 0.203 0.042 0.052 x2.7 -0.084 0.795 0.037 -0.250 0.024 0.062 x2.8 -0.145 0.758 0.027 -0.067 0.085 -0.060 x2.9 -0.110 0.748 0.090 -0.166 0.140 -0.079 x3.3 0.125 -0.276 0.711 0.303 -0.072 0.105 x3.4 0.055 0.007 0.727 0.041 -0.014 -0.100 x3.5 -0.027 -0.097 0.746 0.030 -0.118 0.021 x3.6 -0.063 0.117 0.807 -0.232 0.123 0.054 x3.7 -0.069 0.223 0.741 -0.093 0.084 -0.066 y1 -0.129 -0.181 0.174 0.791 -0.124 0.018 y2 -0.209 -0.091 0.205 0.756 0.035 -0.234 y4 -0.084 -0.076 -0.150 0.829 0.289 -0.014 y5 0.265 -0.069 -0.285 0.764 0.092 0.115 y6 0.068 0.025 -0.029 0.719 -0.230 -0.062 y8 0.158 0.794 -0.302 0.692 0.367 0.098 y9 0.060 -0.104 0.134 0.732 -0.206 0.107 x2.1*x1 -0.232 0.051 0.053 -0.067 0.819 -0.072 x2.1*x1 -0.558 -0.197 0.509 0.093 0.837 -0.032 x2.1*x1 -0.024 0.271 -0.171 0.037 0.849 -0.052 x2.1*x1 0.282 0.416 -0.519 -0.167 0.711 0.250 x2.1*x1 0.198 0.554 -0.489 -0.270 0.774 -0.003 x2.1*x1 0.161 0.003 -0.352 0.012 0.776 0.087 x2.2*x1 -0.433 -0.165 0.500 -0.042 0.859 -0.174 x2.2*x1 -0.474 -0.450 0.605 0.228 0.849 -0.140 x2.2*x1 -0.164 -0.248 0.269 0.143 0.878 -0.160 x2.2*x1 0.516 0.378 -0.542 -0.267 0.685 0.249 x2.2*x1 0.406 0.525 -0.447 -0.404 0.831 -0.040 x2.2*x1 0.195 -0.500 -0.121 0.206 0.790 -0.095 x2.4*x1 -0.295 -0.170 0.290 0.017 0.843 -0.091 x2.4*x1 -0.528 -0.347 0.539 0.217 0.863 -0.084 x2.4*x1 -0.106 -0.020 0.299 0.137 0.839 0.094 x2.4*x1 0.411 0.424 -0.457 -0.193 0.690 0.349 x2.4*x1 0.263 0.534 -0.333 -0.365 0.829 0.052 x2.4*x1 0.153 -0.293 -0.128 0.204 0.821 0.049 x2.5*x1 -0.428 -0.070 0.344 -0.100 0.805 -0.051 x2.5*x1 -0.524 -0.387 0.545 0.193 0.839 -0.110 x2.5*x1 -0.279 -0.015 0.344 0.015 0.827 0.162 x2.5*x1 0.317 0.447 -0.415 -0.302 0.676 0.416 x2.5*x1 0.169 0.602 -0.302 -0.437 0.763 0.148 x2.5*x1 0.047 -0.354 -0.056 0.183 0.795 0.089 x2.6*x1 -0.348 0.156 0.270 -0.209 0.887 -0.256 x2.6*x1 -0.539 -0.327 0.525 0.158 0.840 -0.214 x2.6*x1 -0.242 0.221 0.294 -0.046 0.896 -0.235 x2.6*x1 0.237 0.574 -0.332 -0.357 0.768 0.149 x2.6*x1 0.246 0.593 -0.240 -0.472 0.853 -0.037 x2.6*x1 -0.016 -0.174 0.003 0.089 0.854 -0.120 x2.7*x1 -0.260 0.030 0.302 -0.113 0.891 -0.209 x2.7*x1 -0.332 -0.572 0.480 0.278 0.835 -0.156 x2.7*x1 0.207 -0.300 0.074 0.355 0.877 -0.140 x2.7*x1 0.614 0.199 -0.505 -0.031 0.747 0.253 x2.7*x1 0.373 0.538 -0.244 -0.412 0.832 -0.056 x2.7*x1 0.333 -0.510 -0.160 0.341 0.827 -0.004 x2.8*x1 -0.286 0.105 0.204 -0.121 0.889 -0.231 x2.8*x1 -0.400 -0.492 0.403 0.373 0.878 -0.215 x2.8*x1 0.088 -0.275 0.068 0.419 0.880 -0.114 x2.8*x1 0.567 0.231 -0.545 -0.044 0.722 0.276 x2.8*x1 0.389 0.523 -0.349 -0.408 0.842 -0.016 x2.8*x1 0.256 -0.574 -0.161 0.398 0.804 0.002 x2.9*x1 -0.401 -0.074 0.381 0.035 0.849 -0.024 x2.9*x1 -0.389 -0.434 0.494 0.304 0.901 -0.148 x2.9*x1 -0.001 -0.271 0.066 0.521 0.823 0.129 x2.9*x1 0.593 0.103 -0.507 0.072 0.685 0.431 x2.9*x1 0.361 0.514 -0.322 -0.335 0.798 0.163 x2.9*x1 0.304 -0.599 -0.222 0.460 0.787 0.064 x3.3*x1 -0.064 0.374 0.039 -0.342 -0.141 0.911 x3.3*x1 0.291 0.509 -0.176 -0.600 -0.015 0.912 x3.3*x1 -0.159 0.128 0.220 -0.108 -0.237 0.912 x3.3*x1 -0.447 0.039 0.460 -0.148 0.185 0.793 x3.3*x1 -0.542 -0.033 0.507 -0.124 -0.075 0.820 x3.3*x1 0.261 -0.123 -0.068 -0.102 0.056 0.814 x3.4*x1 -0.023 0.261 -0.099 -0.278 0.047 0.833 x3.4*x1 0.343 0.345 -0.261 -0.447 0.049 0.858 x3.4*x1 -0.029 0.004 0.077 0.003 -0.122 0.880 x3.4*x1 -0.271 -0.078 0.144 0.031 0.286 0.767 x3.4*x1 -0.617 -0.018 0.384 0.040 -0.078 0.796 x3.4*x1 0.123 -0.209 -0.257 0.197 0.165 0.774 x3.5*x1 0.179 0.361 -0.303 -0.331 0.289 0.794 x3.5*x1 0.346 0.448 -0.302 -0.457 0.153 0.852 x3.5*x1 0.270 0.118 -0.200 -0.072 0.117 0.843 x3.5*x1 -0.114 0.028 -0.021 -0.009 0.595 0.731 x3.5*x1 -0.656 0.132 0.262 0.016 0.205 0.762 x3.5*x1 0.212 0.021 -0.470 0.136 0.406 0.748 x3.6*x1 0.096 -0.060 0.039 0.033 -0.269 0.920 x3.6*x1 0.591 0.159 -0.215 -0.305 -0.160 0.884 x3.6*x1 0.214 -0.277 0.013 0.329 -0.296 0.887 x3.6*x1 -0.062 -0.440 0.283 0.389 -0.066 0.835 x3.6*x1 -0.447 -0.264 0.346 0.409 -0.305 0.839 x3.6*x1 0.209 -0.259 -0.235 0.440 -0.132 0.863 x3.7*x1 0.079 0.056 -0.140 -0.082 -0.074 0.847 x3.7*x1 0.504 0.182 -0.285 -0.289 -0.110 0.901 x3.7*x1 0.059 -0.265 0.090 0.256 -0.227 0.884 x3.7*x1 -0.110 -0.319 0.211 0.271 0.070 0.811 x3.7*x1 -0.495 -0.227 0.336 0.335 -0.182 0.823 x3.7*x1 0.191 -0.382 -0.199 0.402 0.009 0.799 Note: Loadings are unrotated and cross-loadings are oblique-rotated, both after separate Kaiser normalizations. *************************************** * Pattern loadings and cross-loadings * *************************************** PA KO PMB KM KO*PA PMB*PA x1.1 1.042 0.106 -0.293 -0.024 -0.094 -0.002 x1.2 0.791 -0.107 -0.124 0.058 -0.368 0.362 x1.3 0.879 -0.007 -0.004 -0.052 0.031 0.079 x1.4 0.724 -0.302 0.177 0.184 0.068 -0.079 x1.5 0.584 0.127 0.119 -0.083 0.287 -0.330 x1.6 0.767 0.167 0.103 -0.076 0.001 0.039 x2.1 0.052 0.528 0.080 0.190 -0.011 -0.106 x2.2 0.089 0.818 0.001 -0.138 -0.187 0.148 x2.4 0.029 0.629 -0.005 0.241 -0.060 0.025 x2.5 0.122 0.817 -0.101 0.062 -0.040 -0.040 x2.6 0.060 0.787 -0.115 0.166 0.034 0.043 x2.7 -0.090 1.029 0.039 -0.268 0.026 0.066 x2.8 -0.143 0.969 0.026 -0.066 0.084 -0.059 x2.9 -0.114 0.998 0.093 -0.172 0.145 -0.081 x3.3 0.103 -0.227 0.737 0.250 -0.059 0.087 x3.4 0.047 0.006 0.859 0.036 -0.012 -0.087 x3.5 -0.026 -0.094 0.962 0.029 -0.115 0.020 x3.6 -0.060 0.112 0.910 -0.221 0.118 0.052 x3.7 -0.057 0.185 0.798 -0.077 0.070 -0.055 y1 -0.123 -0.172 0.166 0.907 -0.118 0.017 y2 -0.180 -0.079 0.177 0.798 0.030 -0.202 y4 -0.071 -0.064 -0.126 0.789 0.243 -0.012 y5 0.206 -0.053 -0.221 0.703 0.072 0.089 y6 0.052 0.019 -0.022 0.733 -0.174 -0.047 y8 0.110 0.555 -0.211 0.230 0.256 0.068 y9 0.053 -0.092 0.119 0.847 -0.183 0.095 x2.1*x1 -0.217 0.048 0.050 -0.062 0.900 -0.067 x2.1*x1 -0.541 -0.191 0.494 0.090 0.599 -0.031 x2.1*x1 -0.021 0.236 -0.149 0.032 0.822 -0.045 x2.1*x1 0.304 0.448 -0.559 -0.180 0.670 0.269 x2.1*x1 0.240 0.673 -0.594 -0.328 0.709 -0.004 x2.1*x1 0.144 0.003 -0.314 0.011 0.818 0.077 x2.2*x1 -0.480 -0.183 0.554 -0.047 0.787 -0.193 x2.2*x1 -0.665 -0.633 0.850 0.320 0.518 -0.196 x2.2*x1 -0.129 -0.194 0.211 0.112 0.699 -0.126 x2.2*x1 0.694 0.509 -0.729 -0.359 0.545 0.335 x2.2*x1 0.603 0.780 -0.665 -0.600 0.656 -0.060 x2.2*x1 0.177 -0.453 -0.110 0.187 0.730 -0.086 x2.4*x1 -0.289 -0.166 0.284 0.016 0.870 -0.089 x2.4*x1 -0.611 -0.402 0.624 0.251 0.586 -0.097 x2.4*x1 -0.069 -0.013 0.193 0.088 0.603 0.061 x2.4*x1 0.467 0.482 -0.519 -0.219 0.606 0.396 x2.4*x1 0.256 0.521 -0.325 -0.356 0.615 0.051 x2.4*x1 0.127 -0.243 -0.106 0.169 0.756 0.041 x2.5*x1 -0.442 -0.072 0.355 -0.103 0.853 -0.052 x2.5*x1 -0.642 -0.475 0.668 0.237 0.588 -0.135 x2.5*x1 -0.201 -0.011 0.248 0.011 0.634 0.116 x2.5*x1 0.347 0.489 -0.454 -0.330 0.560 0.454 x2.5*x1 0.175 0.624 -0.313 -0.453 0.573 0.154 x2.5*x1 0.039 -0.297 -0.047 0.154 0.762 0.075 x2.6*x1 -0.425 0.190 0.329 -0.256 1.000 -0.312 x2.6*x1 -0.671 -0.407 0.653 0.197 0.631 -0.266 x2.6*x1 -0.249 0.227 0.301 -0.047 0.888 -0.241 x2.6*x1 0.281 0.679 -0.392 -0.422 0.704 0.176 x2.6*x1 0.347 0.838 -0.339 -0.667 0.781 -0.052 x2.6*x1 -0.014 -0.150 0.003 0.077 0.835 -0.103 x2.7*x1 -0.249 0.029 0.290 -0.108 0.850 -0.200 x2.7*x1 -0.368 -0.633 0.532 0.308 0.532 -0.173 x2.7*x1 0.156 -0.226 0.056 0.268 0.638 -0.106 x2.7*x1 0.659 0.214 -0.542 -0.033 0.550 0.272 x2.7*x1 0.426 0.615 -0.279 -0.471 0.665 -0.064 x2.7*x1 0.321 -0.492 -0.155 0.330 0.673 -0.004 x2.8*x1 -0.288 0.106 0.205 -0.122 0.899 -0.233 x2.8*x1 -0.457 -0.561 0.459 0.426 0.571 -0.245 x2.8*x1 0.068 -0.211 0.052 0.322 0.653 -0.088 x2.8*x1 0.661 0.269 -0.635 -0.051 0.583 0.322 x2.8*x1 0.492 0.662 -0.441 -0.516 0.678 -0.020 x2.8*x1 0.245 -0.548 -0.154 0.380 0.620 0.002 x2.9*x1 -0.352 -0.065 0.334 0.031 0.726 -0.021 x2.9*x1 -0.415 -0.464 0.527 0.325 0.586 -0.158 x2.9*x1 -0.001 -0.170 0.041 0.325 0.498 0.081 x2.9*x1 0.599 0.104 -0.512 0.073 0.439 0.436 x2.9*x1 0.283 0.402 -0.252 -0.262 0.471 0.128 x2.9*x1 0.298 -0.588 -0.218 0.451 0.523 0.063 x3.3*x1 -0.067 0.390 0.041 -0.357 -0.147 0.885 x3.3*x1 0.318 0.557 -0.192 -0.656 -0.016 0.563 x3.3*x1 -0.142 0.114 0.196 -0.097 -0.211 0.817 x3.3*x1 -0.372 0.033 0.383 -0.124 0.154 0.607 x3.3*x1 -0.463 -0.029 0.433 -0.106 -0.064 0.558 x3.3*x1 0.182 -0.086 -0.048 -0.071 0.039 0.660 x3.4*x1 -0.023 0.256 -0.097 -0.273 0.046 0.901 x3.4*x1 0.381 0.383 -0.290 -0.497 0.054 0.779 x3.4*x1 -0.027 0.004 0.074 0.003 -0.116 0.944 x3.4*x1 -0.222 -0.063 0.118 0.026 0.234 0.740 x3.4*x1 -0.683 -0.020 0.426 0.044 -0.087 0.754 x3.4*x1 0.105 -0.178 -0.219 0.168 0.141 0.766 x3.5*x1 0.173 0.349 -0.293 -0.320 0.279 0.719 x3.5*x1 0.361 0.467 -0.315 -0.476 0.160 0.621 x3.5*x1 0.230 0.100 -0.171 -0.061 0.099 0.786 x3.5*x1 -0.082 0.020 -0.015 -0.007 0.429 0.572 x3.5*x1 -0.542 0.109 0.217 0.013 0.170 0.548 x3.5*x1 0.167 0.017 -0.372 0.107 0.321 0.587 x3.6*x1 0.099 -0.062 0.041 0.034 -0.278 0.988 x3.6*x1 0.593 0.159 -0.216 -0.306 -0.161 0.682 x3.6*x1 0.242 -0.314 0.015 0.373 -0.336 0.935 x3.6*x1 -0.069 -0.487 0.313 0.431 -0.073 0.833 x3.6*x1 -0.550 -0.324 0.426 0.503 -0.375 0.727 x3.6*x1 0.207 -0.257 -0.233 0.436 -0.130 0.783 x3.7*x1 0.072 0.051 -0.128 -0.075 -0.068 0.895 x3.7*x1 0.475 0.171 -0.269 -0.272 -0.104 0.690 x3.7*x1 0.057 -0.252 0.085 0.244 -0.217 0.853 x3.7*x1 -0.100 -0.290 0.191 0.246 0.064 0.792 x3.7*x1 -0.516 -0.237 0.351 0.350 -0.190 0.696 x3.7*x1 0.186 -0.371 -0.194 0.391 0.009 0.762 Note: Loadings and cross-loadings are oblique-rotated. ************************************************** * Normalized pattern loadings and cross-loadings * ************************************************** PA KO PMB KM KO*PA PMB*PA x1.1 0.954 0.097 -0.268 -0.022 -0.086 -0.002 x1.2 0.824 -0.112 -0.129 0.061 -0.383 0.377 x1.3 0.994 -0.008 -0.005 -0.059 0.036 0.089 x1.4 0.871 -0.363 0.212 0.221 0.082 -0.095 x1.5 0.774 0.168 0.157 -0.110 0.381 -0.437 x1.6 0.963 0.209 0.129 -0.096 0.001 0.050 x2.1 0.089 0.912 0.138 0.328 -0.019 -0.183 x2.2 0.102 0.943 0.001 -0.159 -0.215 0.171 x2.4 0.042 0.929 -0.008 0.356 -0.088 0.037 x2.5 0.146 0.977 -0.121 0.074 -0.048 -0.048 x2.6 0.073 0.964 -0.141 0.203 0.042 0.052 x2.7 -0.084 0.962 0.037 -0.250 0.024 0.062 x2.8 -0.145 0.981 0.027 -0.067 0.085 -0.060 x2.9 -0.110 0.963 0.090 -0.166 0.140 -0.079 x3.3 0.125 -0.276 0.894 0.303 -0.072 0.105 x3.4 0.055 0.007 0.992 0.041 -0.014 -0.100 x3.5 -0.027 -0.097 0.987 0.030 -0.118 0.021 x3.6 -0.063 0.117 0.954 -0.232 0.123 0.054 x3.7 -0.069 0.223 0.962 -0.093 0.084 -0.066 y1 -0.129 -0.181 0.174 0.951 -0.124 0.018 y2 -0.209 -0.091 0.205 0.922 0.035 -0.234 y4 -0.084 -0.076 -0.150 0.939 0.289 -0.014 y5 0.265 -0.069 -0.285 0.907 0.092 0.115 y6 0.068 0.025 -0.029 0.968 -0.230 -0.062 y8 0.158 0.794 -0.302 0.330 0.367 0.098 y9 0.060 -0.104 0.134 0.956 -0.206 0.107 x2.1*x1 -0.232 0.051 0.053 -0.067 0.965 -0.072 x2.1*x1 -0.558 -0.197 0.509 0.093 0.617 -0.032 x2.1*x1 -0.024 0.271 -0.171 0.037 0.945 -0.052 x2.1*x1 0.282 0.416 -0.519 -0.167 0.622 0.250 x2.1*x1 0.198 0.554 -0.489 -0.270 0.584 -0.003 x2.1*x1 0.161 0.003 -0.352 0.012 0.918 0.087 x2.2*x1 -0.433 -0.165 0.500 -0.042 0.709 -0.174 x2.2*x1 -0.474 -0.450 0.605 0.228 0.369 -0.140 x2.2*x1 -0.164 -0.248 0.269 0.143 0.891 -0.160 x2.2*x1 0.516 0.378 -0.542 -0.267 0.405 0.249 x2.2*x1 0.406 0.525 -0.447 -0.404 0.441 -0.040 x2.2*x1 0.195 -0.500 -0.121 0.206 0.804 -0.095 x2.4*x1 -0.295 -0.170 0.290 0.017 0.889 -0.091 x2.4*x1 -0.528 -0.347 0.539 0.217 0.506 -0.084 x2.4*x1 -0.106 -0.020 0.299 0.137 0.934 0.094 x2.4*x1 0.411 0.424 -0.457 -0.193 0.533 0.349 x2.4*x1 0.263 0.534 -0.333 -0.365 0.631 0.052 x2.4*x1 0.153 -0.293 -0.128 0.204 0.911 0.049 x2.5*x1 -0.428 -0.070 0.344 -0.100 0.825 -0.051 x2.5*x1 -0.524 -0.387 0.545 0.193 0.479 -0.110 x2.5*x1 -0.279 -0.015 0.344 0.015 0.881 0.162 x2.5*x1 0.317 0.447 -0.415 -0.302 0.512 0.416 x2.5*x1 0.169 0.602 -0.302 -0.437 0.553 0.148 x2.5*x1 0.047 -0.354 -0.056 0.183 0.910 0.089 x2.6*x1 -0.348 0.156 0.270 -0.209 0.820 -0.256 x2.6*x1 -0.539 -0.327 0.525 0.158 0.507 -0.214 x2.6*x1 -0.242 0.221 0.294 -0.046 0.865 -0.235 x2.6*x1 0.237 0.574 -0.332 -0.357 0.595 0.149 x2.6*x1 0.246 0.593 -0.240 -0.472 0.553 -0.037 x2.6*x1 -0.016 -0.174 0.003 0.089 0.973 -0.120 x2.7*x1 -0.260 0.030 0.302 -0.113 0.886 -0.209 x2.7*x1 -0.332 -0.572 0.480 0.278 0.481 -0.156 x2.7*x1 0.207 -0.300 0.074 0.355 0.846 -0.140 x2.7*x1 0.614 0.199 -0.505 -0.031 0.513 0.253 x2.7*x1 0.373 0.538 -0.244 -0.412 0.582 -0.056 x2.7*x1 0.333 -0.510 -0.160 0.341 0.698 -0.004 x2.8*x1 -0.286 0.105 0.204 -0.121 0.893 -0.231 x2.8*x1 -0.400 -0.492 0.403 0.373 0.501 -0.215 x2.8*x1 0.088 -0.275 0.068 0.419 0.850 -0.114 x2.8*x1 0.567 0.231 -0.545 -0.044 0.500 0.276 x2.8*x1 0.389 0.523 -0.349 -0.408 0.536 -0.016 x2.8*x1 0.256 -0.574 -0.161 0.398 0.649 0.002 x2.9*x1 -0.401 -0.074 0.381 0.035 0.828 -0.024 x2.9*x1 -0.389 -0.434 0.494 0.304 0.549 -0.148 x2.9*x1 -0.001 -0.271 0.066 0.521 0.797 0.129 x2.9*x1 0.593 0.103 -0.507 0.072 0.434 0.431 x2.9*x1 0.361 0.514 -0.322 -0.335 0.602 0.163 x2.9*x1 0.304 -0.599 -0.222 0.460 0.533 0.064 x3.3*x1 -0.064 0.374 0.039 -0.342 -0.141 0.847 x3.3*x1 0.291 0.509 -0.176 -0.600 -0.015 0.515 x3.3*x1 -0.159 0.128 0.220 -0.108 -0.237 0.918 x3.3*x1 -0.447 0.039 0.460 -0.148 0.185 0.729 x3.3*x1 -0.542 -0.033 0.507 -0.124 -0.075 0.654 x3.3*x1 0.261 -0.123 -0.068 -0.102 0.056 0.948 x3.4*x1 -0.023 0.261 -0.099 -0.278 0.047 0.918 x3.4*x1 0.343 0.345 -0.261 -0.447 0.049 0.702 x3.4*x1 -0.029 0.004 0.077 0.003 -0.122 0.989 x3.4*x1 -0.271 -0.078 0.144 0.031 0.286 0.904 x3.4*x1 -0.617 -0.018 0.384 0.040 -0.078 0.681 x3.4*x1 0.123 -0.209 -0.257 0.197 0.165 0.899 x3.5*x1 0.179 0.361 -0.303 -0.331 0.289 0.744 x3.5*x1 0.346 0.448 -0.302 -0.457 0.153 0.596 x3.5*x1 0.270 0.118 -0.200 -0.072 0.117 0.924 x3.5*x1 -0.114 0.028 -0.021 -0.009 0.595 0.795 x3.5*x1 -0.656 0.132 0.262 0.016 0.205 0.664 x3.5*x1 0.212 0.021 -0.470 0.136 0.406 0.742 x3.6*x1 0.096 -0.060 0.039 0.033 -0.269 0.955 x3.6*x1 0.591 0.159 -0.215 -0.305 -0.160 0.679 x3.6*x1 0.214 -0.277 0.013 0.329 -0.296 0.826 x3.6*x1 -0.062 -0.440 0.283 0.389 -0.066 0.753 x3.6*x1 -0.447 -0.264 0.346 0.409 -0.305 0.592 x3.6*x1 0.209 -0.259 -0.235 0.440 -0.132 0.789 x3.7*x1 0.079 0.056 -0.140 -0.082 -0.074 0.979 x3.7*x1 0.504 0.182 -0.285 -0.289 -0.110 0.732 x3.7*x1 0.059 -0.265 0.090 0.256 -0.227 0.895 x3.7*x1 -0.110 -0.319 0.211 0.271 0.070 0.874 x3.7*x1 -0.495 -0.227 0.336 0.335 -0.182 0.667 x3.7*x1 0.191 -0.382 -0.199 0.402 0.009 0.785 Note: Loadings and cross-loadings shown are after oblique rotation and Kaiser normalization. ***************************************** * Structure loadings and cross-loadings * ***************************************** PA KO PMB KM KO*PA PMB*PA x1.1 0.851 0.334 0.438 0.277 -0.158 -0.174 x1.2 0.602 0.238 0.292 0.237 -0.155 0.043 x1.3 0.844 0.284 0.505 0.216 0.039 -0.048 x1.4 0.850 0.184 0.487 0.238 0.060 -0.160 x1.5 0.754 0.256 0.535 0.227 0.033 -0.283 x1.6 0.849 0.425 0.590 0.327 -0.053 -0.117 x2.1 0.348 0.735 0.439 0.541 -0.227 -0.132 x2.2 0.296 0.800 0.373 0.455 -0.324 -0.002 x2.4 0.293 0.817 0.411 0.610 -0.227 -0.013 x2.5 0.347 0.880 0.412 0.557 -0.291 -0.074 x2.6 0.312 0.854 0.357 0.616 -0.163 0.068 x2.7 0.267 0.833 0.355 0.397 -0.213 0.051 x2.8 0.238 0.850 0.394 0.527 -0.214 -0.016 x2.9 0.296 0.830 0.430 0.490 -0.173 -0.028 x3.3 0.537 0.353 0.762 0.385 0.016 -0.088 x3.4 0.580 0.455 0.925 0.368 -0.087 -0.279 x3.5 0.530 0.434 0.889 0.309 -0.101 -0.235 x3.6 0.445 0.330 0.832 0.222 0.096 -0.080 x3.7 0.479 0.464 0.856 0.354 -0.039 -0.178 y1 0.225 0.488 0.317 0.815 -0.091 -0.004 y2 0.185 0.444 0.381 0.734 -0.088 -0.145 y4 0.081 0.293 0.128 0.665 0.226 0.205 y5 0.264 0.374 0.141 0.624 0.099 0.194 y6 0.303 0.538 0.298 0.757 -0.232 -0.107 y8 0.203 0.496 0.221 0.609 0.133 0.225 y9 0.337 0.575 0.406 0.852 -0.135 0.004 x2.1*x1 -0.168 -0.305 -0.108 -0.095 0.853 0.464 x2.1*x1 -0.151 -0.178 -0.019 -0.050 0.628 0.333 x2.1*x1 -0.017 -0.071 -0.051 0.060 0.735 0.445 x2.1*x1 -0.079 -0.096 -0.192 0.045 0.710 0.662 x2.1*x1 -0.095 -0.063 -0.136 0.030 0.545 0.407 x2.1*x1 -0.101 -0.319 -0.194 -0.092 0.857 0.573 x2.2*x1 -0.110 -0.301 0.065 -0.139 0.723 0.245 x2.2*x1 -0.091 -0.297 0.122 -0.047 0.564 0.099 x2.2*x1 0.005 -0.236 0.024 -0.053 0.673 0.276 x2.2*x1 0.111 -0.065 -0.151 -0.010 0.604 0.611 x2.2*x1 0.123 -0.027 -0.018 -0.049 0.431 0.254 x2.2*x1 -0.021 -0.478 -0.118 -0.151 0.794 0.338 x2.4*x1 -0.109 -0.340 -0.036 -0.111 0.863 0.404 x2.4*x1 -0.132 -0.223 0.016 -0.028 0.630 0.261 x2.4*x1 0.076 -0.068 0.097 0.088 0.634 0.377 x2.4*x1 0.082 0.026 -0.095 0.099 0.701 0.717 x2.4*x1 -0.007 -0.072 0.019 0.027 0.523 0.344 x2.4*x1 -0.024 -0.333 -0.075 -0.004 0.838 0.471 x2.5*x1 -0.203 -0.335 -0.075 -0.196 0.848 0.439 x2.5*x1 -0.160 -0.292 0.019 -0.091 0.632 0.222 x2.5*x1 -0.043 -0.142 0.011 -0.007 0.706 0.455 x2.5*x1 -0.039 -0.053 -0.157 -0.003 0.698 0.742 x2.5*x1 -0.072 -0.055 -0.049 -0.005 0.518 0.426 x2.5*x1 -0.102 -0.401 -0.125 -0.061 0.882 0.512 x2.6*x1 -0.122 -0.225 0.049 -0.183 0.780 0.252 x2.6*x1 -0.188 -0.286 0.039 -0.102 0.586 0.117 x2.6*x1 0.045 0.002 0.235 0.064 0.688 0.234 x2.6*x1 -0.032 0.025 0.015 0.027 0.636 0.529 x2.6*x1 0.072 0.031 0.109 -0.057 0.549 0.302 x2.6*x1 -0.104 -0.321 -0.019 -0.043 0.818 0.365 x2.7*x1 -0.042 -0.215 0.076 -0.103 0.730 0.272 x2.7*x1 -0.044 -0.330 0.014 -0.138 0.591 0.149 x2.7*x1 0.145 -0.129 0.101 0.091 0.626 0.247 x2.7*x1 0.151 -0.037 0.001 0.108 0.645 0.542 x2.7*x1 0.137 0.032 0.189 0.012 0.480 0.217 x2.7*x1 0.050 -0.371 -0.066 -0.014 0.790 0.380 x2.8*x1 -0.070 -0.205 -0.001 -0.122 0.742 0.290 x2.8*x1 -0.091 -0.265 -0.018 -0.025 0.570 0.132 x2.8*x1 0.097 -0.118 0.079 0.101 0.647 0.288 x2.8*x1 0.125 -0.042 -0.093 0.095 0.690 0.634 x2.8*x1 0.116 0.005 0.067 -0.036 0.505 0.293 x2.8*x1 -0.028 -0.416 -0.103 -0.018 0.760 0.363 x2.9*x1 -0.121 -0.183 -0.007 -0.042 0.733 0.397 x2.9*x1 -0.058 -0.206 0.069 -0.011 0.610 0.188 x2.9*x1 0.025 -0.050 -0.010 0.103 0.581 0.383 x2.9*x1 0.134 -0.024 -0.095 0.116 0.653 0.665 x2.9*x1 0.030 0.004 0.043 0.015 0.454 0.338 x2.9*x1 0.003 -0.375 -0.138 0.009 0.707 0.382 x3.3*x1 -0.141 0.119 -0.130 0.046 0.258 0.762 x3.3*x1 0.015 0.084 -0.062 -0.079 0.168 0.473 x3.3*x1 -0.114 0.096 -0.073 0.116 0.221 0.668 x3.3*x1 -0.169 -0.055 -0.065 0.010 0.484 0.676 x3.3*x1 -0.213 -0.038 -0.097 -0.033 0.264 0.510 x3.3*x1 -0.037 -0.119 -0.107 -0.007 0.430 0.646 x3.4*x1 -0.230 -0.034 -0.277 -0.049 0.494 0.923 x3.4*x1 -0.062 -0.035 -0.167 -0.083 0.402 0.750 x3.4*x1 -0.124 0.041 -0.161 0.079 0.413 0.866 x3.4*x1 -0.237 -0.130 -0.230 -0.020 0.662 0.898 x3.4*x1 -0.400 -0.001 -0.198 -0.011 0.350 0.745 x3.4*x1 -0.194 -0.176 -0.284 0.023 0.611 0.884 x3.5*x1 -0.155 -0.078 -0.244 -0.061 0.595 0.873 x3.5*x1 -0.024 0.028 -0.122 -0.028 0.390 0.669 x3.5*x1 -0.030 -0.002 -0.146 0.053 0.507 0.831 x3.5*x1 -0.155 -0.148 -0.181 -0.009 0.732 0.841 x3.5*x1 -0.339 -0.035 -0.193 -0.000 0.449 0.702 x3.5*x1 -0.158 -0.140 -0.277 0.039 0.638 0.820 x3.6*x1 -0.058 0.080 -0.126 0.098 0.289 0.812 x3.6*x1 0.181 0.082 0.002 0.013 0.181 0.508 x3.6*x1 0.094 0.146 -0.059 0.226 0.254 0.741 x3.6*x1 -0.011 -0.008 0.000 0.144 0.501 0.790 x3.6*x1 -0.229 0.161 -0.078 0.207 0.110 0.577 x3.6*x1 -0.014 0.062 -0.195 0.184 0.356 0.768 x3.7*x1 -0.176 -0.052 -0.270 -0.005 0.429 0.858 x3.7*x1 0.084 0.054 -0.108 -0.013 0.240 0.585 x3.7*x1 -0.084 0.009 -0.103 0.128 0.328 0.715 x3.7*x1 -0.103 -0.059 -0.112 0.063 0.574 0.833 x3.7*x1 -0.286 0.037 -0.140 0.126 0.267 0.632 x3.7*x1 -0.105 -0.138 -0.220 0.112 0.524 0.803 Note: Loadings and cross-loadings are unrotated. **************************************************** * Normalized structure loadings and cross-loadings * **************************************************** PA KO PMB KM KO*PA PMB*PA x1.1 0.790 0.310 0.407 0.257 -0.147 -0.162 x1.2 0.787 0.311 0.381 0.309 -0.202 0.056 x1.3 0.805 0.271 0.482 0.206 0.038 -0.045 x1.4 0.818 0.177 0.468 0.229 0.058 -0.154 x1.5 0.735 0.250 0.521 0.222 0.033 -0.275 x1.6 0.724 0.363 0.504 0.279 -0.045 -0.100 x2.1 0.316 0.667 0.398 0.491 -0.206 -0.120 x2.2 0.272 0.737 0.343 0.419 -0.299 -0.002 x2.4 0.253 0.704 0.354 0.526 -0.196 -0.011 x2.5 0.287 0.727 0.340 0.460 -0.240 -0.061 x2.6 0.267 0.731 0.306 0.527 -0.140 0.059 x2.7 0.255 0.795 0.339 0.379 -0.203 0.049 x2.8 0.212 0.758 0.351 0.470 -0.191 -0.014 x2.9 0.266 0.748 0.387 0.442 -0.155 -0.026 x3.3 0.501 0.329 0.711 0.359 0.015 -0.083 x3.4 0.456 0.358 0.727 0.289 -0.069 -0.219 x3.5 0.445 0.364 0.746 0.259 -0.085 -0.197 x3.6 0.431 0.320 0.807 0.215 0.093 -0.078 x3.7 0.414 0.401 0.741 0.306 -0.034 -0.154 y1 0.219 0.474 0.307 0.791 -0.088 -0.004 y2 0.190 0.457 0.392 0.756 -0.091 -0.149 y4 0.101 0.365 0.159 0.829 0.282 0.255 y5 0.324 0.458 0.173 0.764 0.121 0.238 y6 0.288 0.511 0.283 0.719 -0.220 -0.102 y8 0.231 0.563 0.251 0.692 0.151 0.255 y9 0.290 0.494 0.349 0.732 -0.116 0.004 x2.1*x1 -0.161 -0.293 -0.104 -0.091 0.819 0.445 x2.1*x1 -0.201 -0.238 -0.025 -0.066 0.837 0.444 x2.1*x1 -0.020 -0.082 -0.059 0.070 0.849 0.514 x2.1*x1 -0.079 -0.096 -0.192 0.045 0.711 0.663 x2.1*x1 -0.134 -0.090 -0.194 0.042 0.774 0.579 x2.1*x1 -0.091 -0.288 -0.175 -0.083 0.776 0.518 x2.2*x1 -0.130 -0.357 0.077 -0.166 0.859 0.291 x2.2*x1 -0.137 -0.447 0.183 -0.071 0.849 0.149 x2.2*x1 0.006 -0.307 0.031 -0.069 0.878 0.359 x2.2*x1 0.126 -0.074 -0.171 -0.012 0.685 0.693 x2.2*x1 0.237 -0.052 -0.034 -0.094 0.831 0.490 x2.2*x1 -0.021 -0.476 -0.118 -0.151 0.790 0.336 x2.4*x1 -0.107 -0.332 -0.035 -0.109 0.843 0.394 x2.4*x1 -0.181 -0.305 0.022 -0.038 0.863 0.358 x2.4*x1 0.100 -0.090 0.129 0.116 0.839 0.498 x2.4*x1 0.081 0.026 -0.093 0.097 0.690 0.706 x2.4*x1 -0.011 -0.113 0.031 0.042 0.829 0.545 x2.4*x1 -0.024 -0.326 -0.073 -0.004 0.821 0.462 x2.5*x1 -0.192 -0.318 -0.071 -0.187 0.805 0.417 x2.5*x1 -0.212 -0.387 0.025 -0.121 0.839 0.294 x2.5*x1 -0.050 -0.167 0.013 -0.009 0.827 0.534 x2.5*x1 -0.038 -0.052 -0.152 -0.002 0.676 0.718 x2.5*x1 -0.106 -0.080 -0.072 -0.007 0.763 0.628 x2.5*x1 -0.092 -0.361 -0.113 -0.055 0.795 0.462 x2.6*x1 -0.138 -0.256 0.056 -0.208 0.887 0.286 x2.6*x1 -0.270 -0.411 0.056 -0.146 0.840 0.168 x2.6*x1 0.058 0.002 0.306 0.084 0.896 0.305 x2.6*x1 -0.039 0.030 0.018 0.033 0.768 0.638 x2.6*x1 0.113 0.048 0.170 -0.089 0.853 0.469 x2.6*x1 -0.108 -0.335 -0.019 -0.045 0.854 0.381 x2.7*x1 -0.052 -0.262 0.093 -0.126 0.891 0.332 x2.7*x1 -0.062 -0.466 0.020 -0.195 0.835 0.210 x2.7*x1 0.204 -0.181 0.141 0.128 0.877 0.346 x2.7*x1 0.175 -0.042 0.002 0.125 0.747 0.627 x2.7*x1 0.237 0.055 0.328 0.021 0.832 0.376 x2.7*x1 0.052 -0.388 -0.069 -0.015 0.827 0.398 x2.8*x1 -0.084 -0.245 -0.001 -0.146 0.889 0.348 x2.8*x1 -0.140 -0.408 -0.028 -0.039 0.878 0.203 x2.8*x1 0.132 -0.160 0.107 0.137 0.880 0.391 x2.8*x1 0.131 -0.044 -0.097 0.099 0.722 0.664 x2.8*x1 0.193 0.009 0.112 -0.060 0.842 0.488 x2.8*x1 -0.030 -0.440 -0.109 -0.019 0.804 0.384 x2.9*x1 -0.141 -0.212 -0.008 -0.048 0.849 0.460 x2.9*x1 -0.086 -0.305 0.102 -0.016 0.901 0.278 x2.9*x1 0.036 -0.071 -0.015 0.145 0.823 0.543 x2.9*x1 0.140 -0.025 -0.100 0.122 0.685 0.697 x2.9*x1 0.052 0.007 0.076 0.026 0.798 0.595 x2.9*x1 0.003 -0.418 -0.154 0.010 0.787 0.426 x3.3*x1 -0.169 0.143 -0.156 0.055 0.308 0.911 x3.3*x1 0.030 0.161 -0.120 -0.152 0.323 0.912 x3.3*x1 -0.156 0.131 -0.100 0.159 0.302 0.912 x3.3*x1 -0.198 -0.065 -0.076 0.011 0.568 0.793 x3.3*x1 -0.343 -0.061 -0.156 -0.053 0.424 0.820 x3.3*x1 -0.047 -0.150 -0.135 -0.009 0.542 0.814 x3.4*x1 -0.207 -0.031 -0.250 -0.044 0.445 0.833 x3.4*x1 -0.071 -0.040 -0.192 -0.095 0.460 0.858 x3.4*x1 -0.126 0.042 -0.163 0.080 0.419 0.880 x3.4*x1 -0.202 -0.111 -0.197 -0.017 0.565 0.767 x3.4*x1 -0.427 -0.001 -0.211 -0.012 0.374 0.796 x3.4*x1 -0.170 -0.154 -0.249 0.020 0.535 0.774 x3.5*x1 -0.141 -0.071 -0.222 -0.055 0.541 0.794 x3.5*x1 -0.030 0.036 -0.156 -0.036 0.496 0.852 x3.5*x1 -0.030 -0.002 -0.148 0.053 0.514 0.843 x3.5*x1 -0.135 -0.128 -0.157 -0.008 0.637 0.731 x3.5*x1 -0.368 -0.038 -0.209 -0.000 0.488 0.762 x3.5*x1 -0.144 -0.128 -0.253 0.035 0.582 0.748 x3.6*x1 -0.066 0.090 -0.143 0.111 0.328 0.920 x3.6*x1 0.315 0.143 0.004 0.023 0.314 0.884 x3.6*x1 0.113 0.175 -0.071 0.270 0.304 0.887 x3.6*x1 -0.012 -0.009 0.000 0.152 0.529 0.835 x3.6*x1 -0.333 0.235 -0.113 0.301 0.160 0.839 x3.6*x1 -0.015 0.069 -0.220 0.207 0.400 0.863 x3.7*x1 -0.173 -0.051 -0.267 -0.005 0.424 0.847 x3.7*x1 0.130 0.083 -0.166 -0.019 0.370 0.901 x3.7*x1 -0.104 0.012 -0.128 0.159 0.406 0.884 x3.7*x1 -0.101 -0.057 -0.109 0.061 0.559 0.811 x3.7*x1 -0.373 0.048 -0.183 0.165 0.348 0.823 x3.7*x1 -0.105 -0.137 -0.219 0.111 0.521 0.799 Note: Loadings and cross-loadings shown are unrotated and after Kaiser normalization. ********************* * Indicator weights * ********************* PA KO PMB KM KO*PA PMB*PA Type (a SE P value VIF WLS ES x1.1 0.223 0.000 0.000 0.000 0.000 0.000 Reflect 0.095 0.010 2.588 1 0.190 x1.2 0.158 0.000 0.000 0.000 0.000 0.000 Reflect 0.097 0.053 1.473 1 0.095 x1.3 0.221 0.000 0.000 0.000 0.000 0.000 Reflect 0.095 0.011 2.509 1 0.187 x1.4 0.223 0.000 0.000 0.000 0.000 0.000 Reflect 0.095 0.010 2.492 1 0.190 x1.5 0.198 0.000 0.000 0.000 0.000 0.000 Reflect 0.096 0.021 1.922 1 0.149 x1.6 0.223 0.000 0.000 0.000 0.000 0.000 Reflect 0.095 0.011 2.494 1 0.189 x2.1 0.000 0.135 0.000 0.000 0.000 0.000 Reflect 0.097 0.085 2.131 1 0.099 x2.2 0.000 0.147 0.000 0.000 0.000 0.000 Reflect 0.097 0.067 2.366 1 0.117 x2.4 0.000 0.150 0.000 0.000 0.000 0.000 Reflect 0.097 0.063 2.895 1 0.122 x2.5 0.000 0.161 0.000 0.000 0.000 0.000 Reflect 0.097 0.049 3.871 1 0.142 x2.6 0.000 0.156 0.000 0.000 0.000 0.000 Reflect 0.097 0.055 3.710 1 0.134 x2.7 0.000 0.153 0.000 0.000 0.000 0.000 Reflect 0.097 0.059 3.619 1 0.127 x2.8 0.000 0.156 0.000 0.000 0.000 0.000 Reflect 0.097 0.055 3.228 1 0.132 x2.9 0.000 0.152 0.000 0.000 0.000 0.000 Reflect 0.097 0.060 3.047 1 0.126 x3.3 0.000 0.000 0.209 0.000 0.000 0.000 Reflect 0.095 0.016 2.050 1 0.159 x3.4 0.000 0.000 0.253 0.000 0.000 0.000 Reflect 0.094 0.004 4.832 1 0.234 x3.5 0.000 0.000 0.243 0.000 0.000 0.000 Reflect 0.094 0.006 3.534 1 0.216 x3.6 0.000 0.000 0.228 0.000 0.000 0.000 Reflect 0.095 0.009 2.635 1 0.189 x3.7 0.000 0.000 0.234 0.000 0.000 0.000 Reflect 0.095 0.008 2.859 1 0.201 y1 0.000 0.000 0.000 0.220 0.000 0.000 Reflect 0.095 0.011 2.497 1 0.179 y2 0.000 0.000 0.000 0.198 0.000 0.000 Reflect 0.096 0.021 1.853 1 0.145 y4 0.000 0.000 0.000 0.180 0.000 0.000 Reflect 0.096 0.032 1.748 1 0.119 y5 0.000 0.000 0.000 0.168 0.000 0.000 Reflect 0.096 0.042 1.616 1 0.105 y6 0.000 0.000 0.000 0.204 0.000 0.000 Reflect 0.096 0.017 1.844 1 0.155 y8 0.000 0.000 0.000 0.164 0.000 0.000 Reflect 0.097 0.046 1.422 1 0.100 y9 0.000 0.000 0.000 0.230 0.000 0.000 Reflect 0.095 0.009 2.867 1 0.196 x2.1*x1 0.000 0.000 0.000 0.000 0.038 0.000 Reflect 0.100 0.351 46.148 1 0.033 x2.1*x1 0.000 0.000 0.000 0.000 0.028 0.000 Reflect 0.100 0.389 41.033 1 0.018 x2.1*x1 0.000 0.000 0.000 0.000 0.033 0.000 Reflect 0.100 0.370 18.459 1 0.024 x2.1*x1 0.000 0.000 0.000 0.000 0.032 0.000 Reflect 0.100 0.375 37.398 1 0.023 x2.1*x1 0.000 0.000 0.000 0.000 0.025 0.000 Reflect 0.100 0.403 11.943 1 0.013 x2.1*x1 0.000 0.000 0.000 0.000 0.039 0.000 Reflect 0.100 0.350 36.197 1 0.033 x2.2*x1 0.000 0.000 0.000 0.000 0.033 0.000 Reflect 0.100 0.373 39.544 1 0.024 x2.2*x1 0.000 0.000 0.000 0.000 0.025 0.000 Reflect 0.100 0.400 48.114 1 0.014 x2.2*x1 0.000 0.000 0.000 0.000 0.030 0.000 Reflect 0.100 0.381 16.823 1 0.020 x2.2*x1 0.000 0.000 0.000 0.000 0.027 0.000 Reflect 0.100 0.393 72.460 1 0.016 x2.2*x1 0.000 0.000 0.000 0.000 0.019 0.000 Reflect 0.100 0.423 26.651 1 0.008 x2.2*x1 0.000 0.000 0.000 0.000 0.036 0.000 Reflect 0.100 0.361 83.542 1 0.028 x2.4*x1 0.000 0.000 0.000 0.000 0.039 0.000 Reflect 0.100 0.349 61.753 1 0.034 x2.4*x1 0.000 0.000 0.000 0.000 0.028 0.000 Reflect 0.100 0.389 27.425 1 0.018 x2.4*x1 0.000 0.000 0.000 0.000 0.029 0.000 Reflect 0.100 0.388 26.812 1 0.018 x2.4*x1 0.000 0.000 0.000 0.000 0.032 0.000 Reflect 0.100 0.376 46.546 1 0.022 x2.4*x1 0.000 0.000 0.000 0.000 0.024 0.000 Reflect 0.100 0.407 13.672 1 0.012 x2.4*x1 0.000 0.000 0.000 0.000 0.038 0.000 Reflect 0.100 0.353 63.672 1 0.032 x2.5*x1 0.000 0.000 0.000 0.000 0.038 0.000 Reflect 0.100 0.351 55.360 1 0.032 x2.5*x1 0.000 0.000 0.000 0.000 0.028 0.000 Reflect 0.100 0.388 63.020 1 0.018 x2.5*x1 0.000 0.000 0.000 0.000 0.032 0.000 Reflect 0.100 0.376 32.358 1 0.022 x2.5*x1 0.000 0.000 0.000 0.000 0.031 0.000 Reflect 0.100 0.377 52.028 1 0.022 x2.5*x1 0.000 0.000 0.000 0.000 0.023 0.000 Reflect 0.100 0.408 30.053 1 0.012 x2.5*x1 0.000 0.000 0.000 0.000 0.040 0.000 Reflect 0.100 0.346 81.958 1 0.035 x2.6*x1 0.000 0.000 0.000 0.000 0.035 0.000 Reflect 0.100 0.363 70.436 1 0.027 x2.6*x1 0.000 0.000 0.000 0.000 0.026 0.000 Reflect 0.100 0.396 37.102 1 0.015 x2.6*x1 0.000 0.000 0.000 0.000 0.031 0.000 Reflect 0.100 0.379 17.047 1 0.021 x2.6*x1 0.000 0.000 0.000 0.000 0.029 0.000 Reflect 0.100 0.387 43.040 1 0.018 x2.6*x1 0.000 0.000 0.000 0.000 0.025 0.000 Reflect 0.100 0.403 27.690 1 0.014 x2.6*x1 0.000 0.000 0.000 0.000 0.037 0.000 Reflect 0.100 0.356 54.444 1 0.030 x2.7*x1 0.000 0.000 0.000 0.000 0.033 0.000 Reflect 0.100 0.371 68.514 1 0.024 x2.7*x1 0.000 0.000 0.000 0.000 0.027 0.000 Reflect 0.100 0.396 20.265 1 0.016 x2.7*x1 0.000 0.000 0.000 0.000 0.028 0.000 Reflect 0.100 0.389 27.618 1 0.018 x2.7*x1 0.000 0.000 0.000 0.000 0.029 0.000 Reflect 0.100 0.386 34.088 1 0.019 x2.7*x1 0.000 0.000 0.000 0.000 0.022 0.000 Reflect 0.100 0.415 36.836 1 0.010 x2.7*x1 0.000 0.000 0.000 0.000 0.036 0.000 Reflect 0.100 0.361 62.267 1 0.028 x2.8*x1 0.000 0.000 0.000 0.000 0.033 0.000 Reflect 0.100 0.370 54.387 1 0.025 x2.8*x1 0.000 0.000 0.000 0.000 0.026 0.000 Reflect 0.100 0.399 68.365 1 0.015 x2.8*x1 0.000 0.000 0.000 0.000 0.029 0.000 Reflect 0.100 0.386 23.541 1 0.019 x2.8*x1 0.000 0.000 0.000 0.000 0.031 0.000 Reflect 0.100 0.378 32.875 1 0.022 x2.8*x1 0.000 0.000 0.000 0.000 0.023 0.000 Reflect 0.100 0.410 32.318 1 0.012 x2.8*x1 0.000 0.000 0.000 0.000 0.034 0.000 Reflect 0.100 0.366 72.484 1 0.026 x2.9*x1 0.000 0.000 0.000 0.000 0.033 0.000 Reflect 0.100 0.371 29.862 1 0.024 x2.9*x1 0.000 0.000 0.000 0.000 0.028 0.000 Reflect 0.100 0.392 17.551 1 0.017 x2.9*x1 0.000 0.000 0.000 0.000 0.026 0.000 Reflect 0.100 0.397 23.057 1 0.015 x2.9*x1 0.000 0.000 0.000 0.000 0.029 0.000 Reflect 0.100 0.385 28.171 1 0.019 x2.9*x1 0.000 0.000 0.000 0.000 0.020 0.000 Reflect 0.100 0.419 19.363 1 0.009 x2.9*x1 0.000 0.000 0.000 0.000 0.032 0.000 Reflect 0.100 0.375 60.033 1 0.023 x3.3*x1 0.000 0.000 0.000 0.000 0.000 0.045 Reflect 0.100 0.325 15.223 1 0.035 x3.3*x1 0.000 0.000 0.000 0.000 0.000 0.028 Reflect 0.100 0.390 8.448 1 0.013 x3.3*x1 0.000 0.000 0.000 0.000 0.000 0.040 Reflect 0.100 0.346 10.416 1 0.027 x3.3*x1 0.000 0.000 0.000 0.000 0.000 0.040 Reflect 0.100 0.344 16.477 1 0.027 x3.3*x1 0.000 0.000 0.000 0.000 0.000 0.030 Reflect 0.100 0.381 9.590 1 0.015 x3.3*x1 0.000 0.000 0.000 0.000 0.000 0.038 Reflect 0.100 0.351 7.768 1 0.025 x3.4*x1 0.000 0.000 0.000 0.000 0.000 0.055 Reflect 0.100 0.291 78.452 1 0.051 x3.4*x1 0.000 0.000 0.000 0.000 0.000 0.045 Reflect 0.100 0.328 13.784 1 0.033 x3.4*x1 0.000 0.000 0.000 0.000 0.000 0.052 Reflect 0.100 0.303 34.895 1 0.045 x3.4*x1 0.000 0.000 0.000 0.000 0.000 0.053 Reflect 0.100 0.296 83.850 1 0.048 x3.4*x1 0.000 0.000 0.000 0.000 0.000 0.044 Reflect 0.100 0.329 35.818 1 0.033 x3.4*x1 0.000 0.000 0.000 0.000 0.000 0.053 Reflect 0.100 0.299 53.248 1 0.047 x3.5*x1 0.000 0.000 0.000 0.000 0.000 0.052 Reflect 0.100 0.302 31.596 1 0.045 x3.5*x1 0.000 0.000 0.000 0.000 0.000 0.040 Reflect 0.100 0.346 15.326 1 0.027 x3.5*x1 0.000 0.000 0.000 0.000 0.000 0.049 Reflect 0.100 0.310 23.204 1 0.041 x3.5*x1 0.000 0.000 0.000 0.000 0.000 0.050 Reflect 0.100 0.308 72.744 1 0.042 x3.5*x1 0.000 0.000 0.000 0.000 0.000 0.042 Reflect 0.100 0.338 27.878 1 0.029 x3.5*x1 0.000 0.000 0.000 0.000 0.000 0.049 Reflect 0.100 0.313 34.599 1 0.040 x3.6*x1 0.000 0.000 0.000 0.000 0.000 0.048 Reflect 0.100 0.315 32.993 1 0.039 x3.6*x1 0.000 0.000 0.000 0.000 0.000 0.030 Reflect 0.100 0.382 11.152 1 0.015 x3.6*x1 0.000 0.000 0.000 0.000 0.000 0.044 Reflect 0.100 0.330 12.486 1 0.033 x3.6*x1 0.000 0.000 0.000 0.000 0.000 0.047 Reflect 0.100 0.319 27.726 1 0.037 x3.6*x1 0.000 0.000 0.000 0.000 0.000 0.034 Reflect 0.100 0.366 17.363 1 0.020 x3.6*x1 0.000 0.000 0.000 0.000 0.000 0.046 Reflect 0.100 0.324 12.563 1 0.035 x3.7*x1 0.000 0.000 0.000 0.000 0.000 0.051 Reflect 0.100 0.305 21.259 1 0.044 x3.7*x1 0.000 0.000 0.000 0.000 0.000 0.035 Reflect 0.100 0.364 10.615 1 0.020 x3.7*x1 0.000 0.000 0.000 0.000 0.000 0.043 Reflect 0.100 0.335 13.514 1 0.030 x3.7*x1 0.000 0.000 0.000 0.000 0.000 0.050 Reflect 0.100 0.310 28.837 1 0.041 x3.7*x1 0.000 0.000 0.000 0.000 0.000 0.038 Reflect 0.100 0.354 17.441 1 0.024 x3.7*x1 0.000 0.000 0.000 0.000 0.000 0.048 Reflect 0.100 0.316 18.544 1 0.038 Notes: P values < 0.05 and VIFs < 2.5 are desirable for formative indicators; VIF = indicator variance inflation factor; WLS = indicator weight-loading sign (-1 = Simpson's paradox in l.v.); ES = indicator effect size. ******************************** * Latent variable coefficients * ******************************** R-squared coefficients ---------------------- PA KO PMB KM KO*PA PMB*PA 0.202 Adjusted R-squared coefficients ------------------------------- PA KO PMB KM KO*PA PMB*PA 0.176 Composite reliability coefficients ---------------------------------- PA KO PMB KM KO*PA PMB*PA 0.912 0.945 0.931 0.886 0.976 0.974 Cronbach's alpha coefficients --------------------------- PA KO PMB KM KO*PA PMB*PA 0.882 0.933 0.906 0.848 0.974 0.971 Average variances extracted --------------------------- PA KO PMB KM KO*PA PMB*PA 0.635 0.682 0.730 0.529 0.462 0.560 Full collinearity VIFs ---------------------- PA KO PMB KM KO*PA PMB*PA 1.602 2.301 1.964 1.761 1.829 1.730 Q-squared coefficients ---------------------- PA KO PMB KM KO*PA PMB*PA 0.216 Minimum and maximum values -------------------------- PA KO PMB KM KO*PA PMB*PA -2.915 -3.395 -3.116 -3.087 -2.544 -2.920 1.533 1.176 1.413 1.584 6.521 5.935 Medians (top) and modes (bottom) -------------------------------- PA KO PMB KM KO*PA PMB*PA 0.131 0.150 0.190 -0.079 -0.155 -0.255 0.472 1.176 1.413 1.584 0.171 1.228 Skewness (top) and exc. kurtosis (bottom) coefficients ------------------------------------------------------ PA KO PMB KM KO*PA PMB*PA -0.812 -1.076 -0.308 -0.332 2.862 2.674 0.567 1.364 -0.487 0.223 18.035 13.706 Tests of unimodality: Rohatgi-Székely (top) and Klaassen-Mokveld-van Es (bottom) -------------------------------------------------------------------------------- PA KO PMB KM KO*PA PMB*PA Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Tests of normality: Jarque–Bera (top) and robust Jarque–Bera (bottom) --------------------------------------------------------------------- PA KO PMB KM KO*PA PMB*PA No No Yes Yes No No No No Yes Yes No No *************************************************** * Correlations among latent variables and errors * *************************************************** Correlations among l.vs. with sq. rts. of AVEs ---------------------------------------------- PA KO PMB KM KO*PA PMB*PA PA 0.797 0.362 0.601 0.318 -0.043 -0.160 KO 0.362 0.826 0.479 0.635 -0.277 -0.020 PMB 0.601 0.479 0.855 0.382 -0.031 -0.206 KM 0.318 0.635 0.382 0.727 -0.037 0.056 KO*PA -0.043 -0.277 -0.031 -0.037 0.680 0.559 PMB*PA -0.160 -0.020 -0.206 0.056 0.559 0.748 Note: Square roots of average variances extracted (AVEs) shown on diagonal. P values for correlations ------------------------- PA KO PMB KM KO*PA PMB*PA PA 1.000 <0.001 <0.001 0.001 0.676 0.115 KO <0.001 1.000 <0.001 <0.001 0.006 0.843 PMB <0.001 <0.001 1.000 <0.001 0.764 0.042 KM 0.001 <0.001 <0.001 1.000 0.720 0.584 KO*PA 0.676 0.006 0.764 0.720 1.000 <0.001 PMB*PA 0.115 0.843 0.042 0.584 <0.001 1.000 Correlations among l.v. error terms with VIFs --------------------------------------------- There is nothing to show here, likely due to at least one of the following reasons: - There is only one endogenous latent variable in the model. - No links among latent variables have been defined. ************************************ * Block variance inflation factors * ************************************ PA KO PMB KM KO*PA PMB*PA KM 1.158 1.946 2.084 Note: These VIFs are for the latent variables on each column (predictors), with reference to the latent variables on each row (criteria). ****************************** * Indirect and total effects * ****************************** Total effects ------------------------------ PA KO PMB KM KO*PA PMB*PA KM 0.247 -0.092 0.224 Number of paths for total effects ------------------------------ PA KO PMB KM KO*PA PMB*PA KM 1 1 1 P values for total effects ------------------------------ PA KO PMB KM KO*PA PMB*PA KM 0.005 0.177 0.010 Standard errors for total effects ------------------------------ PA KO PMB KM KO*PA PMB*PA KM 0.094 0.098 0.095 Effect sizes for total effects ------------------------------ PA KO PMB KM KO*PA PMB*PA KM 0.088 0.029 0.085 ************************************* * Causality assessment coefficients * ************************************* Path-correlation signs ---------------------- PA KO PMB KM KO*PA PMB*PA KM 1 1 1 Notes: path-correlation signs; negative sign (i.e., -1) = Simpson's paradox. R-squared contributions ----------------------- PA KO PMB KM KO*PA PMB*PA KM 0.088 0.029 0.085 Notes: R-squared contributions of predictor lat. vars.; columns = predictor lat. vars.; rows = criteria lat. vars.; negative sign = reduction in R-squared. Path-correlation ratios ----------------------- PA KO PMB KM KO*PA PMB*PA KM 0.696 0.291 0.591 Notes: absolute path-correlation ratios; ratio > 1 indicates statistical suppression; 1 < ratio <= 1.3: weak suppression; 1.3 < ratio <= 1.7: medium; 1.7 < ratio: strong. Path-correlation differences ---------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.108 0.224 0.155 Note: absolute path-correlation differences. P values for path-correlation differences ----------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.137 0.010 0.056 Note: P values for absolute path-correlation differences. Warp2 bivariate causal direction ratios --------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.904 0.573 0.789 Notes: Warp2 bivariate causal direction ratios; ratio > 1 supports reversed link; 1 < ratio <= 1.3: weak support; 1.3 < ratio <= 1.7: medium; 1.7 < ratio: strong. Warp2 bivariate causal direction differences -------------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.034 0.117 0.069 Note: absolute Warp2 bivariate causal direction differences. P values for Warp2 bivariate causal direction differences --------------------------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.367 0.117 0.243 Note: P values for absolute Warp2 bivariate causal direction differences. Warp3 bivariate causal direction ratios --------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 1.066 0.618 0.700 Notes: Warp3 bivariate causal direction ratios; ratio > 1 supports reversed link; 1 < ratio <= 1.3: weak support; 1.3 < ratio <= 1.7: medium; 1.7 < ratio: strong. Warp3 bivariate causal direction differences -------------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.024 0.121 0.114 Note: absolute Warp3 bivariate causal direction differences. P values for Warp3 bivariate causal direction differences --------------------------------------------------------- PA KO PMB KM KO*PA PMB*PA KM 0.407 0.110 0.124 Note: P values for absolute Warp3 bivariate causal direction differences.