********************************
* General SEM analysis results *
********************************

General project information
---------------------------

Version of WarpPLS used: 7.0
License holder: Trial license (3 months)
Type of license: Trial license (3 months)
License start date: 02-Feb-2021
License end date: 03-May-2021
Project path (directory): C:\Users\acer\Documents\
Project file: skoring siaps.xlsx
Last changed: 21-Feb-2021 23:11:12
Last saved: Never (needs to be saved)
Raw data path (directory): Model fit and quality indices
-----------------------------

Average path coefficient (APC)=0.457, P<0.001
Average R-squared (ARS)=0.675, P<0.001
Average adjusted R-squared (AARS)=0.671, P<0.001
Average block VIF (AVIF)=1.459, acceptable if <= 5, ideally <= 3.3
Average full collinearity VIF (AFVIF)=2.466, acceptable if <= 5, ideally <= 3.3
Tenenhaus GoF (GoF)=0.388, 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: 183
Number of latent variables in model: 3
Number of indicators used in model: 128
Number of iterations to obtain estimates: 7
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
-----------------

 	y	X1	X2
y		0.296	0.618




P values
--------

 	y	X1	X2
y		<0.001	<0.001





*****************************************
* Standard errors for path coefficients *
*****************************************

 	y	X1	X2
y		0.070	0.065





**************************************
* Effect sizes for path coefficients *
**************************************

 	y	X1	X2
y		0.191	0.484





****************************************
* Combined loadings and cross-loadings *
****************************************

 	y	X1	X2	Type (a	SE	P value
Y2_1	0.489	-0.067	-0.066	Reflect	0.067	<0.001
Y2_2	0.253	0.107	-0.088	Reflect	0.070	<0.001
Y2_3	0.131	-0.048	-0.464	Reflect	0.072	0.036
Y2_4	0.563	-0.110	0.427	Reflect	0.066	<0.001
Y2_5	0.396	0.186	-0.242	Reflect	0.068	<0.001
Y2_6	-0.190	-0.126	0.028	Reflect	0.071	0.004
Y2_7	0.636	-0.049	0.088	Reflect	0.065	<0.001
Y2_8	0.491	0.237	0.424	Reflect	0.067	<0.001
Y2_9	0.572	-0.075	-0.168	Reflect	0.066	<0.001
Y2_10	0.313	-0.185	-0.048	Reflect	0.069	<0.001
Y2_11	0.256	0.355	0.076	Reflect	0.070	<0.001
Y2_12	0.533	-0.141	-0.266	Reflect	0.066	<0.001
Y2_13	0.583	-0.042	-0.201	Reflect	0.066	<0.001
Y2_14	0.034	0.378	-0.116	Reflect	0.073	0.323
Y2_15	0.664	-0.223	0.047	Reflect	0.065	<0.001
Y2_16	0.367	0.443	-0.163	Reflect	0.069	<0.001
Y2_17	0.476	0.136	-0.256	Reflect	0.067	<0.001
Y2_18	0.466	0.061	-0.105	Reflect	0.067	<0.001
Y2_19	0.302	0.334	0.222	Reflect	0.070	<0.001
Y2_20	0.460	-0.120	0.421	Reflect	0.067	<0.001
Y2_21	0.569	-0.197	0.046	Reflect	0.066	<0.001
Y2_22	0.168	0.339	-0.286	Reflect	0.071	0.010
Y2_23	0.472	-0.085	0.158	Reflect	0.067	<0.001
Y2_24	0.442	0.254	0.317	Reflect	0.068	<0.001
Y2_25	0.471	0.003	-0.209	Reflect	0.067	<0.001
Y2_26	0.204	-0.107	0.086	Reflect	0.071	0.002
Y2_27	0.160	0.465	0.183	Reflect	0.072	0.013
Y2_28	0.200	-0.059	0.404	Reflect	0.071	0.003
Y2_29	0.406	-0.172	-0.489	Reflect	0.068	<0.001
Y2_30	-0.035	0.180	-0.043	Reflect	0.073	0.315
Y2_31	0.457	-0.073	0.156	Reflect	0.067	<0.001
Y2_32	0.356	0.089	0.462	Reflect	0.069	<0.001
Y2_33	0.377	-0.004	-0.231	Reflect	0.069	<0.001
Y2_34	0.318	0.484	-0.054	Reflect	0.069	<0.001
Y2_35	0.485	-0.169	-0.138	Reflect	0.067	<0.001
Y2_36	0.608	-0.156	0.079	Reflect	0.065	<0.001
Y2_37	0.582	-0.153	-0.295	Reflect	0.066	<0.001
Y2_38	0.503	-0.096	0.115	Reflect	0.067	<0.001
Y2_39	0.589	-0.162	0.100	Reflect	0.066	<0.001
Y2_40	0.558	0.197	-0.137	Reflect	0.066	<0.001
X_1	0.261	0.472	-0.058	Reflect	0.067	<0.001
X_2	0.637	0.287	-0.128	Reflect	0.070	<0.001
X_3	0.249	0.604	0.006	Reflect	0.065	<0.001
X_4	-0.001	0.482	-0.171	Reflect	0.067	<0.001
X_5	0.001	0.557	-0.044	Reflect	0.066	<0.001
X_6	-0.031	0.515	-0.083	Reflect	0.067	<0.001
X_7	0.364	0.576	-0.293	Reflect	0.066	<0.001
X_8	-0.404	0.414	0.209	Reflect	0.068	<0.001
X_9	0.404	0.541	-0.145	Reflect	0.066	<0.001
X_10	0.494	0.273	-0.211	Reflect	0.070	<0.001
X_11	-0.133	0.468	-0.078	Reflect	0.067	<0.001
X_12	0.035	0.429	0.093	Reflect	0.068	<0.001
X_13	-0.114	0.658	-0.013	Reflect	0.065	<0.001
X_14	-0.120	0.524	-0.066	Reflect	0.067	<0.001
X_15	-0.040	0.647	-0.039	Reflect	0.065	<0.001
X_16	0.075	0.525	0.040	Reflect	0.067	<0.001
X_17	-0.084	0.584	0.278	Reflect	0.066	<0.001
X_18	0.061	0.544	0.083	Reflect	0.066	<0.001
X_19	-0.072	0.533	0.079	Reflect	0.066	<0.001
X_20	0.191	0.526	-0.248	Reflect	0.067	<0.001
X_21	-0.068	0.661	0.070	Reflect	0.065	<0.001
X_22	-0.064	0.564	-0.034	Reflect	0.066	<0.001
X_23	0.164	0.418	-0.072	Reflect	0.068	<0.001
X_24	-0.276	0.516	0.200	Reflect	0.067	<0.001
X_25	0.057	0.532	-0.105	Reflect	0.066	<0.001
X_26	-0.040	0.644	0.206	Reflect	0.065	<0.001
X_27	0.148	0.541	-0.206	Reflect	0.066	<0.001
X_28	-0.039	0.549	-0.026	Reflect	0.066	<0.001
X_29	-0.093	0.636	-0.014	Reflect	0.065	<0.001
X_30	-0.424	0.609	0.265	Reflect	0.065	<0.001
X_31	-0.008	0.543	0.089	Reflect	0.066	<0.001
X_32	-0.296	0.552	0.287	Reflect	0.066	<0.001
X_33	0.307	0.505	-0.185	Reflect	0.067	<0.001
X_34	0.040	0.415	0.171	Reflect	0.068	<0.001
X_35	-0.112	0.598	0.048	Reflect	0.066	<0.001
X_36	-0.106	0.541	-0.090	Reflect	0.066	<0.001
X_37	-0.329	0.620	0.145	Reflect	0.065	<0.001
X_38	-0.078	0.615	-0.002	Reflect	0.065	<0.001
X_39	-0.102	0.672	-0.152	Reflect	0.065	<0.001
X_40	-0.259	0.561	0.097	Reflect	0.066	<0.001
X_41	0.383	0.487	0.064	Reflect	0.067	<0.001
X_42	0.103	0.590	-0.130	Reflect	0.066	<0.001
X_43	-0.207	0.165	0.063	Reflect	0.072	0.011
X_44	0.179	0.408	-0.049	Reflect	0.068	<0.001
X2_1	-0.275	0.066	0.505	Reflect	0.067	<0.001
X2_2	-0.143	0.024	-0.099	Reflect	0.072	0.087
X2_3	0.171	0.047	0.452	Reflect	0.068	<0.001
X2_4	-0.328	-0.041	0.586	Reflect	0.066	<0.001
X2_5	-0.196	0.040	0.295	Reflect	0.070	<0.001
X2_6	-0.015	0.479	0.183	Reflect	0.071	0.005
X2_7	0.791	-0.024	0.229	Reflect	0.071	<0.001
X2_8	-0.099	-0.206	0.642	Reflect	0.065	<0.001
X2_9	-0.348	0.149	0.642	Reflect	0.065	<0.001
X2_10	0.180	0.227	-0.003	Reflect	0.074	0.486
X2_11	0.847	-0.390	0.302	Reflect	0.070	<0.001
X2_12	0.049	0.023	0.461	Reflect	0.067	<0.001
X2_13	0.139	-0.003	0.423	Reflect	0.068	<0.001
X2_14	-0.383	0.359	0.376	Reflect	0.069	<0.001
X2_15	0.219	-0.297	0.566	Reflect	0.066	<0.001
X2_16	0.071	0.025	0.402	Reflect	0.068	<0.001
X2_17	-0.595	-0.081	0.468	Reflect	0.067	<0.001
X2_18	-0.102	0.329	0.305	Reflect	0.070	<0.001
X2_19	0.141	-0.099	0.414	Reflect	0.068	<0.001
X2_20	-0.047	-0.121	0.611	Reflect	0.065	<0.001
X2_21	0.030	0.204	0.241	Reflect	0.070	<0.001
X2_22	0.017	0.136	0.418	Reflect	0.068	<0.001
X2_23	0.544	-0.270	0.457	Reflect	0.067	<0.001
X2_24	-0.536	0.180	0.529	Reflect	0.066	<0.001
X2_25	-0.391	-0.015	0.482	Reflect	0.067	<0.001
X2_26	-0.179	0.231	0.215	Reflect	0.071	0.001
X2_27	0.649	-0.195	0.518	Reflect	0.067	<0.001
X2_28	0.309	-0.108	0.547	Reflect	0.066	<0.001
X2_29	0.085	-0.040	0.397	Reflect	0.068	<0.001
X2_30	-0.181	0.400	0.008	Reflect	0.074	0.457
X2_31	-0.220	0.371	0.263	Reflect	0.070	<0.001
X2_32	-0.088	-0.055	0.649	Reflect	0.065	<0.001
X2_33	-0.419	0.145	0.605	Reflect	0.065	<0.001
X2_34	-0.402	0.541	0.462	Reflect	0.067	<0.001
X2_35	-0.387	0.155	0.304	Reflect	0.070	<0.001
X2_36	0.338	-0.132	0.621	Reflect	0.065	<0.001
X2_37	-0.159	-0.134	0.363	Reflect	0.069	<0.001
X2_38	-0.152	0.436	0.088	Reflect	0.073	0.113
X2_39	-0.070	-0.116	0.433	Reflect	0.068	<0.001
X2_40	0.042	-0.215	0.228	Reflect	0.071	<0.001
X2_41	0.656	-0.267	0.542	Reflect	0.066	<0.001
X2_42	0.434	-0.082	0.543	Reflect	0.066	<0.001
X2_43	-0.168	0.160	0.322	Reflect	0.069	<0.001
X2_44	0.130	0.062	0.530	Reflect	0.066	<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 *
***************************************************

 	y	X1	X2
Y2_1	0.673	-0.104	-0.101
Y2_2	0.724	0.397	-0.326
Y2_3	0.923	-0.065	-0.634
Y2_4	0.670	-0.211	0.821
Y2_5	0.717	0.344	-0.447
Y2_6	-0.632	-0.705	0.157
Y2_7	0.710	-0.082	0.148
Y2_8	0.616	0.484	0.868
Y2_9	0.738	-0.094	-0.212
Y2_10	0.790	-0.360	-0.093
Y2_11	0.581	0.952	0.204
Y2_12	0.771	-0.154	-0.291
Y2_13	0.718	-0.051	-0.243
Y2_14	0.201	0.893	-0.273
Y2_15	0.727	-0.273	0.057
Y2_16	0.628	0.888	-0.327
Y2_17	0.720	0.208	-0.392
Y2_18	0.703	0.114	-0.197
Y2_19	0.575	0.785	0.521
Y2_20	0.677	-0.255	0.893
Y2_21	0.722	-0.278	0.065
Y2_22	0.580	0.724	-0.612
Y2_23	0.709	-0.199	0.372
Y2_24	0.602	0.625	0.780
Y2_25	0.722	0.004	-0.303
Y2_26	0.668	-0.395	0.318
Y2_27	0.423	0.771	0.304
Y2_28	0.621	-0.138	0.952
Y2_29	0.834	-0.159	-0.452
Y2_30	-0.603	0.805	-0.193
Y2_31	0.705	-0.180	0.382
Y2_32	0.604	0.184	0.955
Y2_33	0.760	-0.006	-0.376
Y2_34	0.555	0.993	-0.112
Y2_35	0.754	-0.222	-0.181
Y2_36	0.708	-0.228	0.116
Y2_37	0.756	-0.151	-0.292
Y2_38	0.703	-0.194	0.230
Y2_39	0.690	-0.239	0.148
Y2_40	0.688	0.343	-0.239
X_1	0.594	0.650	-0.133
X_2	0.975	0.459	-0.196
X_3	0.510	0.679	0.011
X_4	-0.002	0.834	-0.272
X_5	0.002	0.753	-0.072
X_6	-0.053	0.825	-0.140
X_7	0.531	0.742	-0.427
X_8	-0.555	0.862	0.287
X_9	0.743	0.677	-0.267
X_10	0.918	0.605	-0.392
X_11	-0.208	0.856	-0.122
X_12	0.094	0.676	0.246
X_13	-0.154	0.819	-0.017
X_14	-0.185	0.867	-0.102
X_15	-0.059	0.818	-0.058
X_16	0.171	0.729	0.091
X_17	-0.147	0.661	0.486
X_18	0.135	0.709	0.183
X_19	-0.137	0.777	0.149
X_20	0.303	0.793	-0.393
X_21	-0.103	0.775	0.107
X_22	-0.100	0.799	-0.053
X_23	0.426	0.724	-0.187
X_24	-0.394	0.764	0.285
X_25	0.097	0.778	-0.180
X_26	-0.069	0.707	0.358
X_27	0.245	0.821	-0.342
X_28	-0.064	0.782	-0.043
X_29	-0.129	0.799	-0.020
X_30	-0.475	0.815	0.297
X_31	-0.016	0.731	0.177
X_32	-0.414	0.758	0.401
X_33	0.564	0.712	-0.340
X_34	0.111	0.619	0.480
X_35	-0.165	0.771	0.070
X_36	-0.157	0.869	-0.134
X_37	-0.394	0.835	0.174
X_38	-0.116	0.803	-0.003
X_39	-0.121	0.867	-0.180
X_40	-0.344	0.810	0.129
X_41	0.911	0.596	0.151
X_42	0.167	0.785	-0.212
X_43	-0.584	0.914	0.177
X_44	0.491	0.698	-0.134
X2_1	-0.373	0.090	0.777
X2_2	-0.984	0.163	-0.596
X2_3	0.530	0.146	0.673
X2_4	-0.345	-0.043	0.801
X2_5	-0.405	0.083	0.767
X2_6	-0.029	0.973	0.409
X2_7	0.887	-0.027	0.434
X2_8	-0.115	-0.238	0.806
X2_9	-0.379	0.162	0.751
X2_10	0.427	0.540	-0.017
X2_11	0.892	-0.411	0.613
X2_12	0.118	0.055	0.695
X2_13	0.393	-0.009	0.667
X2_14	-0.534	0.502	0.646
X2_15	0.326	-0.440	0.758
X2_16	0.217	0.076	0.700
X2_17	-0.503	-0.069	0.899
X2_18	-0.263	0.848	0.587
X2_19	0.349	-0.246	0.722
X2_20	-0.064	-0.165	0.771
X2_21	0.133	0.919	0.588
X2_22	0.049	0.384	0.652
X2_23	0.863	-0.429	0.676
X2_24	-0.519	0.174	0.782
X2_25	-0.433	-0.016	0.831
X2_26	-0.494	0.636	0.641
X2_27	0.951	-0.286	0.658
X2_28	0.635	-0.223	0.686
X2_29	0.221	-0.104	0.680
X2_30	-0.402	0.889	0.049
X2_31	-0.456	0.768	0.571
X2_32	-0.115	-0.071	0.745
X2_33	-0.430	0.149	0.759
X2_34	-0.488	0.657	0.602
X2_35	-0.559	0.224	0.736
X2_36	0.606	-0.237	0.691
X2_37	-0.259	-0.218	0.821
X2_38	-0.325	0.932	0.330
X2_39	-0.117	-0.194	0.778
X2_40	0.104	-0.529	0.814
X2_41	0.908	-0.370	0.681
X2_42	0.875	-0.165	0.663
X2_43	-0.396	0.378	0.712
X2_44	0.313	0.150	0.666

Note: Loadings are unrotated and cross-loadings are oblique-rotated, both after separate Kaiser normalizations.


***************************************
* Pattern loadings and cross-loadings *
***************************************

 	y	X1	X2
Y2_1	0.643	-0.067	-0.066
Y2_2	0.231	0.107	-0.088
Y2_3	0.564	-0.048	-0.464
Y2_4	0.276	-0.110	0.427
Y2_5	0.448	0.186	-0.242
Y2_6	-0.124	-0.126	0.028
Y2_7	0.584	-0.049	0.088
Y2_8	-0.057	0.237	0.424
Y2_9	0.774	-0.075	-0.168
Y2_10	0.476	-0.185	-0.048
Y2_11	-0.085	0.355	0.076
Y2_12	0.865	-0.141	-0.266
Y2_13	0.803	-0.042	-0.201
Y2_14	-0.151	0.378	-0.116
Y2_15	0.787	-0.223	0.047
Y2_16	0.161	0.443	-0.163
Y2_17	0.586	0.136	-0.256
Y2_18	0.520	0.061	-0.105
Y2_19	-0.143	0.334	0.222
Y2_20	0.175	-0.120	0.421
Y2_21	0.680	-0.197	0.046
Y2_22	0.149	0.339	-0.286
Y2_23	0.386	-0.085	0.158
Y2_24	-0.005	0.254	0.317
Y2_25	0.657	0.003	-0.209
Y2_26	0.232	-0.107	0.086
Y2_27	-0.338	0.465	0.183
Y2_28	-0.117	-0.059	0.404
Y2_29	0.951	-0.172	-0.489
Y2_30	-0.125	0.180	-0.043
Y2_31	0.369	-0.073	0.156
Y2_32	-0.112	0.089	0.462
Y2_33	0.569	-0.004	-0.231
Y2_34	0.012	0.484	-0.054
Y2_35	0.730	-0.169	-0.138
Y2_36	0.663	-0.156	0.079
Y2_37	0.955	-0.153	-0.295
Y2_38	0.475	-0.096	0.115
Y2_39	0.649	-0.162	0.100
Y2_40	0.522	0.197	-0.137
X_1	0.261	0.348	-0.058
X_2	0.637	-0.070	-0.128
X_3	0.249	0.419	0.006
X_4	-0.001	0.604	-0.171
X_5	0.001	0.613	-0.044
X_6	-0.031	0.586	-0.083
X_7	0.364	0.502	-0.293
X_8	-0.404	0.569	0.209
X_9	0.404	0.333	-0.145
X_10	0.494	0.035	-0.211
X_11	-0.133	0.622	-0.078
X_12	0.035	0.364	0.093
X_13	-0.114	0.735	-0.013
X_14	-0.120	0.633	-0.066
X_15	-0.040	0.670	-0.039
X_16	0.075	0.433	0.040
X_17	-0.084	0.492	0.278
X_18	0.061	0.442	0.083
X_19	-0.072	0.518	0.079
X_20	0.191	0.548	-0.248
X_21	-0.068	0.651	0.070
X_22	-0.064	0.636	-0.034
X_23	0.164	0.341	-0.072
X_24	-0.276	0.611	0.200
X_25	0.057	0.570	-0.105
X_26	-0.040	0.536	0.206
X_27	0.148	0.547	-0.206
X_28	-0.039	0.608	-0.026
X_29	-0.093	0.715	-0.014
X_30	-0.424	0.741	0.265
X_31	-0.008	0.493	0.089
X_32	-0.296	0.585	0.287
X_33	0.307	0.410	-0.185
X_34	0.040	0.311	0.171
X_35	-0.112	0.667	0.048
X_36	-0.106	0.656	-0.090
X_37	-0.329	0.753	0.145
X_38	-0.078	0.667	-0.002
X_39	-0.102	0.824	-0.152
X_40	-0.259	0.701	0.097
X_41	0.383	0.161	0.064
X_42	0.103	0.592	-0.130
X_43	-0.207	0.281	0.063
X_44	0.179	0.314	-0.049
X2_1	-0.275	0.066	0.682
X2_2	-0.143	0.024	0.011
X2_3	0.171	0.047	0.270
X2_4	-0.328	-0.041	0.893
X2_5	-0.196	0.040	0.441
X2_6	-0.015	0.479	-0.112
X2_7	0.791	-0.024	-0.410
X2_8	-0.099	-0.206	0.834
X2_9	-0.348	0.149	0.836
X2_10	0.180	0.227	-0.306
X2_11	0.847	-0.390	-0.181
X2_12	0.049	0.023	0.410
X2_13	0.139	-0.003	0.326
X2_14	-0.383	0.359	0.487
X2_15	0.219	-0.297	0.564
X2_16	0.071	0.025	0.318
X2_17	-0.595	-0.081	1.020
X2_18	-0.102	0.329	0.179
X2_19	0.141	-0.099	0.364
X2_20	-0.047	-0.121	0.720
X2_21	0.030	0.204	0.083
X2_22	0.017	0.136	0.327
X2_23	0.544	-0.270	0.169
X2_24	-0.536	0.180	0.864
X2_25	-0.391	-0.015	0.814
X2_26	-0.179	0.231	0.215
X2_27	0.649	-0.195	0.079
X2_28	0.309	-0.108	0.360
X2_29	0.085	-0.040	0.372
X2_30	-0.181	0.400	-0.100
X2_31	-0.220	0.371	0.217
X2_32	-0.088	-0.055	0.763
X2_33	-0.419	0.145	0.868
X2_34	-0.402	0.541	0.474
X2_35	-0.387	0.155	0.553
X2_36	0.338	-0.132	0.424
X2_37	-0.159	-0.134	0.579
X2_38	-0.152	0.436	-0.077
X2_39	-0.070	-0.116	0.583
X2_40	0.042	-0.215	0.342
X2_41	0.656	-0.267	0.144
X2_42	0.434	-0.082	0.225
X2_43	-0.168	0.160	0.355
X2_44	0.130	0.062	0.389

Note: Loadings and cross-loadings are oblique-rotated.


**************************************************
* Normalized pattern loadings and cross-loadings *
**************************************************

 	y	X1	X2
Y2_1	0.989	-0.104	-0.101
Y2_2	0.858	0.397	-0.326
Y2_3	0.771	-0.065	-0.634
Y2_4	0.531	-0.211	0.821
Y2_5	0.826	0.344	-0.447
Y2_6	-0.692	-0.705	0.157
Y2_7	0.986	-0.082	0.148
Y2_8	-0.116	0.484	0.868
Y2_9	0.973	-0.094	-0.212
Y2_10	0.928	-0.360	-0.093
Y2_11	-0.227	0.952	0.204
Y2_12	0.944	-0.154	-0.291
Y2_13	0.969	-0.051	-0.243
Y2_14	-0.357	0.893	-0.273
Y2_15	0.960	-0.273	0.057
Y2_16	0.322	0.888	-0.327
Y2_17	0.896	0.208	-0.392
Y2_18	0.974	0.114	-0.197
Y2_19	-0.335	0.785	0.521
Y2_20	0.372	-0.255	0.893
Y2_21	0.958	-0.278	0.065
Y2_22	0.319	0.724	-0.612
Y2_23	0.907	-0.199	0.372
Y2_24	-0.012	0.625	0.780
Y2_25	0.953	0.004	-0.303
Y2_26	0.862	-0.395	0.318
Y2_27	-0.560	0.771	0.304
Y2_28	-0.275	-0.138	0.952
Y2_29	0.878	-0.159	-0.452
Y2_30	-0.561	0.805	-0.193
Y2_31	0.906	-0.180	0.382
Y2_32	-0.232	0.184	0.955
Y2_33	0.926	-0.006	-0.376
Y2_34	0.025	0.993	-0.112
Y2_35	0.958	-0.222	-0.181
Y2_36	0.967	-0.228	0.116
Y2_37	0.945	-0.151	-0.292
Y2_38	0.954	-0.194	0.230
Y2_39	0.960	-0.239	0.148
Y2_40	0.909	0.343	-0.239
X_1	0.594	0.794	-0.133
X_2	0.975	-0.107	-0.196
X_3	0.510	0.860	0.011
X_4	-0.002	0.962	-0.272
X_5	0.002	0.997	-0.072
X_6	-0.053	0.989	-0.140
X_7	0.531	0.732	-0.427
X_8	-0.555	0.781	0.287
X_9	0.743	0.613	-0.267
X_10	0.918	0.065	-0.392
X_11	-0.208	0.970	-0.122
X_12	0.094	0.965	0.246
X_13	-0.154	0.988	-0.017
X_14	-0.185	0.977	-0.102
X_15	-0.059	0.997	-0.058
X_16	0.171	0.981	0.091
X_17	-0.147	0.861	0.486
X_18	0.135	0.974	0.183
X_19	-0.137	0.979	0.149
X_20	0.303	0.868	-0.393
X_21	-0.103	0.989	0.107
X_22	-0.100	0.994	-0.053
X_23	0.426	0.885	-0.187
X_24	-0.394	0.874	0.285
X_25	0.097	0.979	-0.180
X_26	-0.069	0.931	0.358
X_27	0.245	0.907	-0.342
X_28	-0.064	0.997	-0.043
X_29	-0.129	0.991	-0.020
X_30	-0.475	0.829	0.297
X_31	-0.016	0.984	0.177
X_32	-0.414	0.817	0.401
X_33	0.564	0.752	-0.340
X_34	0.111	0.870	0.480
X_35	-0.165	0.984	0.070
X_36	-0.157	0.978	-0.134
X_37	-0.394	0.903	0.174
X_38	-0.116	0.993	-0.003
X_39	-0.121	0.976	-0.180
X_40	-0.344	0.930	0.129
X_41	0.911	0.384	0.151
X_42	0.167	0.963	-0.212
X_43	-0.584	0.792	0.177
X_44	0.491	0.861	-0.134
X2_1	-0.373	0.090	0.924
X2_2	-0.984	0.163	0.078
X2_3	0.530	0.146	0.835
X2_4	-0.345	-0.043	0.938
X2_5	-0.405	0.083	0.911
X2_6	-0.029	0.973	-0.228
X2_7	0.887	-0.027	-0.460
X2_8	-0.115	-0.238	0.964
X2_9	-0.379	0.162	0.911
X2_10	0.427	0.540	-0.726
X2_11	0.892	-0.411	-0.190
X2_12	0.118	0.055	0.992
X2_13	0.393	-0.009	0.920
X2_14	-0.534	0.502	0.680
X2_15	0.326	-0.440	0.837
X2_16	0.217	0.076	0.973
X2_17	-0.503	-0.069	0.862
X2_18	-0.263	0.848	0.460
X2_19	0.349	-0.246	0.904
X2_20	-0.064	-0.165	0.984
X2_21	0.133	0.919	0.372
X2_22	0.049	0.384	0.922
X2_23	0.863	-0.429	0.268
X2_24	-0.519	0.174	0.837
X2_25	-0.433	-0.016	0.901
X2_26	-0.494	0.636	0.593
X2_27	0.951	-0.286	0.116
X2_28	0.635	-0.223	0.740
X2_29	0.221	-0.104	0.970
X2_30	-0.402	0.889	-0.221
X2_31	-0.456	0.768	0.450
X2_32	-0.115	-0.071	0.991
X2_33	-0.430	0.149	0.891
X2_34	-0.488	0.657	0.575
X2_35	-0.559	0.224	0.799
X2_36	0.606	-0.237	0.759
X2_37	-0.259	-0.218	0.941
X2_38	-0.325	0.932	-0.164
X2_39	-0.117	-0.194	0.974
X2_40	0.104	-0.529	0.842
X2_41	0.908	-0.370	0.199
X2_42	0.875	-0.165	0.454
X2_43	-0.396	0.378	0.837
X2_44	0.313	0.150	0.938

Note: Loadings and cross-loadings shown are after oblique rotation and Kaiser normalization.


*****************************************
* Structure loadings and cross-loadings *
*****************************************

 	y	X1	X2
Y2_1	0.489	0.329	0.426
Y2_2	0.253	0.179	0.162
Y2_3	0.131	0.055	-0.004
Y2_4	0.563	0.326	0.532
Y2_5	0.396	0.304	0.235
Y2_6	-0.190	-0.195	-0.127
Y2_7	0.636	0.386	0.499
Y2_8	0.491	0.408	0.477
Y2_9	0.572	0.320	0.414
Y2_10	0.313	0.098	0.223
Y2_11	0.256	0.290	0.211
Y2_12	0.533	0.277	0.343
Y2_13	0.583	0.388	0.412
Y2_14	0.034	0.165	-0.007
Y2_15	0.664	0.330	0.534
Y2_16	0.367	0.393	0.228
Y2_17	0.476	0.337	0.310
Y2_18	0.466	0.333	0.334
Y2_19	0.302	0.312	0.297
Y2_20	0.460	0.247	0.435
Y2_21	0.569	0.296	0.457
Y2_22	0.168	0.231	0.049
Y2_23	0.472	0.251	0.396
Y2_24	0.442	0.393	0.436
Y2_25	0.471	0.308	0.330
Y2_26	0.204	0.116	0.196
Y2_27	0.160	0.289	0.184
Y2_28	0.200	0.098	0.233
Y2_29	0.406	0.178	0.202
Y2_30	-0.035	0.043	-0.019
Y2_31	0.457	0.240	0.393
Y2_32	0.356	0.254	0.395
Y2_33	0.377	0.232	0.224
Y2_34	0.318	0.417	0.232
Y2_35	0.485	0.257	0.335
Y2_36	0.608	0.328	0.510
Y2_37	0.582	0.292	0.410
Y2_38	0.503	0.272	0.431
Y2_39	0.589	0.324	0.527
Y2_40	0.558	0.448	0.382
X_1	0.427	0.472	0.348
X_2	0.442	0.287	0.335
X_3	0.500	0.604	0.418
X_4	0.258	0.482	0.187
X_5	0.370	0.557	0.315
X_6	0.266	0.515	0.232
X_7	0.432	0.576	0.290
X_8	0.166	0.414	0.179
X_9	0.474	0.541	0.350
X_10	0.305	0.273	0.190
X_11	0.223	0.468	0.173
X_12	0.348	0.429	0.313
X_13	0.353	0.658	0.296
X_14	0.234	0.524	0.190
X_15	0.362	0.647	0.276
X_16	0.371	0.525	0.323
X_17	0.472	0.584	0.466
X_18	0.404	0.544	0.360
X_19	0.331	0.533	0.278
X_20	0.336	0.526	0.225
X_21	0.392	0.661	0.369
X_22	0.326	0.564	0.272
X_23	0.318	0.418	0.239
X_24	0.306	0.516	0.311
X_25	0.335	0.532	0.270
X_26	0.472	0.644	0.439
X_27	0.303	0.541	0.223
X_28	0.318	0.549	0.299
X_29	0.360	0.636	0.315
X_30	0.286	0.609	0.326
X_31	0.367	0.543	0.349
X_32	0.307	0.552	0.362
X_33	0.405	0.505	0.292
X_34	0.362	0.415	0.383
X_35	0.368	0.598	0.330
X_36	0.245	0.541	0.188
X_37	0.297	0.620	0.281
X_38	0.332	0.615	0.312
X_39	0.313	0.672	0.226
X_40	0.280	0.561	0.295
X_41	0.494	0.487	0.432
X_42	0.363	0.590	0.293
X_43	0.057	0.165	0.047
X_44	0.325	0.408	0.264
X2_1	0.327	0.244	0.505
X2_2	-0.126	-0.043	-0.099
X2_3	0.393	0.303	0.452
X2_4	0.354	0.256	0.586
X2_5	0.184	0.165	0.295
X2_6	0.214	0.349	0.183
X2_7	0.393	0.268	0.229
X2_8	0.432	0.189	0.642
X2_9	0.431	0.363	0.642
X2_10	0.083	0.136	-0.003
X2_11	0.382	0.080	0.302
X2_12	0.383	0.282	0.461
X2_13	0.370	0.294	0.423
X2_14	0.285	0.341	0.376
X2_15	0.454	0.174	0.566
X2_16	0.353	0.208	0.402
X2_17	0.196	0.115	0.468
X2_18	0.276	0.316	0.305
X2_19	0.334	0.212	0.414
X2_20	0.434	0.258	0.611
X2_21	0.228	0.241	0.241
X2_22	0.372	0.312	0.418
X2_23	0.457	0.199	0.457
X2_24	0.300	0.296	0.529
X2_25	0.265	0.185	0.482
X2_26	0.166	0.198	0.215
X2_27	0.526	0.275	0.518
X2_28	0.504	0.287	0.547
X2_29	0.353	0.242	0.397
X2_30	0.054	0.154	0.008
X2_31	0.205	0.318	0.263
X2_32	0.489	0.315	0.649
X2_33	0.391	0.341	0.605
X2_34	0.355	0.499	0.462
X2_35	0.166	0.225	0.304
X2_36	0.561	0.328	0.621
X2_37	0.235	0.092	0.363
X2_38	0.069	0.243	0.088
X2_39	0.283	0.205	0.433
X2_40	0.157	0.041	0.228
X2_41	0.522	0.260	0.542
X2_42	0.524	0.319	0.543
X2_43	0.214	0.234	0.322
X2_44	0.487	0.340	0.530

Note: Loadings and cross-loadings are unrotated.


****************************************************
* Normalized structure loadings and cross-loadings *
****************************************************

 	y	X1	X2
Y2_1	0.673	0.452	0.586
Y2_2	0.724	0.513	0.462
Y2_3	0.923	0.385	-0.026
Y2_4	0.670	0.388	0.633
Y2_5	0.717	0.551	0.427
Y2_6	-0.632	-0.650	-0.422
Y2_7	0.710	0.431	0.557
Y2_8	0.616	0.512	0.598
Y2_9	0.738	0.412	0.534
Y2_10	0.790	0.248	0.561
Y2_11	0.581	0.658	0.479
Y2_12	0.771	0.400	0.496
Y2_13	0.718	0.477	0.507
Y2_14	0.201	0.979	-0.044
Y2_15	0.727	0.361	0.584
Y2_16	0.628	0.673	0.390
Y2_17	0.720	0.511	0.469
Y2_18	0.703	0.502	0.504
Y2_19	0.575	0.593	0.564
Y2_20	0.677	0.364	0.640
Y2_21	0.722	0.376	0.581
Y2_22	0.580	0.797	0.170
Y2_23	0.709	0.378	0.595
Y2_24	0.602	0.535	0.593
Y2_25	0.722	0.472	0.506
Y2_26	0.668	0.380	0.640
Y2_27	0.423	0.765	0.485
Y2_28	0.621	0.304	0.722
Y2_29	0.834	0.365	0.415
Y2_30	-0.603	0.731	-0.321
Y2_31	0.705	0.369	0.606
Y2_32	0.604	0.431	0.671
Y2_33	0.760	0.468	0.452
Y2_34	0.555	0.727	0.404
Y2_35	0.754	0.400	0.521
Y2_36	0.708	0.382	0.594
Y2_37	0.756	0.379	0.533
Y2_38	0.703	0.380	0.602
Y2_39	0.690	0.379	0.617
Y2_40	0.688	0.552	0.471
X_1	0.588	0.650	0.480
X_2	0.708	0.459	0.536
X_3	0.563	0.679	0.471
X_4	0.447	0.834	0.324
X_5	0.501	0.753	0.426
X_6	0.426	0.825	0.372
X_7	0.557	0.742	0.373
X_8	0.345	0.862	0.372
X_9	0.592	0.677	0.438
X_10	0.676	0.605	0.421
X_11	0.408	0.856	0.317
X_12	0.548	0.676	0.493
X_13	0.440	0.819	0.369
X_14	0.387	0.867	0.315
X_15	0.458	0.818	0.349
X_16	0.516	0.729	0.449
X_17	0.534	0.661	0.527
X_18	0.527	0.709	0.469
X_19	0.482	0.777	0.405
X_20	0.506	0.793	0.340
X_21	0.460	0.775	0.433
X_22	0.462	0.799	0.386
X_23	0.551	0.724	0.414
X_24	0.452	0.764	0.461
X_25	0.489	0.778	0.394
X_26	0.518	0.707	0.482
X_27	0.459	0.821	0.339
X_28	0.454	0.782	0.427
X_29	0.453	0.799	0.396
X_30	0.383	0.815	0.436
X_31	0.495	0.731	0.470
X_32	0.422	0.758	0.497
X_33	0.570	0.712	0.411
X_34	0.539	0.619	0.571
X_35	0.474	0.771	0.425
X_36	0.393	0.869	0.301
X_37	0.400	0.835	0.379
X_38	0.434	0.803	0.408
X_39	0.404	0.867	0.291
X_40	0.404	0.810	0.426
X_41	0.605	0.596	0.528
X_42	0.483	0.785	0.389
X_43	0.313	0.914	0.259
X_44	0.556	0.698	0.452
X2_1	0.504	0.376	0.777
X2_2	-0.760	-0.262	-0.596
X2_3	0.585	0.452	0.673
X2_4	0.485	0.350	0.801
X2_5	0.479	0.427	0.767
X2_6	0.477	0.778	0.409
X2_7	0.745	0.507	0.434
X2_8	0.542	0.237	0.806
X2_9	0.505	0.425	0.751
X2_10	0.518	0.855	-0.017
X2_11	0.774	0.162	0.613
X2_12	0.579	0.426	0.695
X2_13	0.583	0.463	0.667
X2_14	0.490	0.585	0.646
X2_15	0.609	0.233	0.758
X2_16	0.615	0.363	0.700
X2_17	0.377	0.221	0.899
X2_18	0.532	0.610	0.587
X2_19	0.584	0.370	0.722
X2_20	0.547	0.325	0.771
X2_21	0.556	0.588	0.588
X2_22	0.581	0.487	0.652
X2_23	0.676	0.294	0.676
X2_24	0.443	0.438	0.782
X2_25	0.457	0.319	0.831
X2_26	0.493	0.588	0.641
X2_27	0.667	0.349	0.658
X2_28	0.632	0.360	0.686
X2_29	0.605	0.414	0.680
X2_30	0.331	0.942	0.049
X2_31	0.444	0.691	0.571
X2_32	0.561	0.361	0.745
X2_33	0.491	0.427	0.759
X2_34	0.463	0.651	0.602
X2_35	0.402	0.544	0.736
X2_36	0.624	0.365	0.691
X2_37	0.531	0.208	0.821
X2_38	0.258	0.908	0.330
X2_39	0.509	0.368	0.778
X2_40	0.563	0.145	0.814
X2_41	0.656	0.326	0.681
X2_42	0.639	0.390	0.663
X2_43	0.474	0.519	0.712
X2_44	0.612	0.427	0.666

Note: Loadings and cross-loadings shown are unrotated and after Kaiser normalization.


*********************
* Indicator weights *
*********************

 	y	X1	X2	Type (a	SE	P value	VIF	WLS	ES
Y2_1	0.064	0.000	0.000	Reflect	0.073	0.190	2.349	1	0.031
Y2_2	0.033	0.000	0.000	Reflect	0.073	0.325	1.517	1	0.008
Y2_3	0.017	0.000	0.000	Reflect	0.074	0.408	1.541	1	0.002
Y2_4	0.074	0.000	0.000	Reflect	0.073	0.156	1.921	1	0.042
Y2_5	0.052	0.000	0.000	Reflect	0.073	0.239	1.938	1	0.021
Y2_6	-0.025	0.000	0.000	Reflect	0.074	0.368	1.540	1	0.005
Y2_7	0.083	0.000	0.000	Reflect	0.073	0.127	2.383	1	0.053
Y2_8	0.065	0.000	0.000	Reflect	0.073	0.189	2.124	1	0.032
Y2_9	0.075	0.000	0.000	Reflect	0.073	0.151	2.720	1	0.043
Y2_10	0.041	0.000	0.000	Reflect	0.073	0.287	1.926	1	0.013
Y2_11	0.034	0.000	0.000	Reflect	0.073	0.322	1.924	1	0.009
Y2_12	0.070	0.000	0.000	Reflect	0.073	0.169	2.119	1	0.037
Y2_13	0.076	0.000	0.000	Reflect	0.073	0.148	2.271	1	0.045
Y2_14	0.005	0.000	0.000	Reflect	0.074	0.474	1.970	1	0.000
Y2_15	0.087	0.000	0.000	Reflect	0.073	0.116	2.434	1	0.058
Y2_16	0.048	0.000	0.000	Reflect	0.073	0.255	1.994	1	0.018
Y2_17	0.063	0.000	0.000	Reflect	0.073	0.196	2.010	1	0.030
Y2_18	0.061	0.000	0.000	Reflect	0.073	0.201	1.715	1	0.029
Y2_19	0.040	0.000	0.000	Reflect	0.073	0.294	1.724	1	0.012
Y2_20	0.060	0.000	0.000	Reflect	0.073	0.205	2.176	1	0.028
Y2_21	0.074	0.000	0.000	Reflect	0.073	0.154	2.377	1	0.042
Y2_22	0.022	0.000	0.000	Reflect	0.074	0.381	1.588	1	0.004
Y2_23	0.062	0.000	0.000	Reflect	0.073	0.199	1.881	1	0.029
Y2_24	0.058	0.000	0.000	Reflect	0.073	0.213	2.009	1	0.026
Y2_25	0.062	0.000	0.000	Reflect	0.073	0.199	2.918	1	0.029
Y2_26	0.027	0.000	0.000	Reflect	0.074	0.358	1.508	1	0.005
Y2_27	0.021	0.000	0.000	Reflect	0.074	0.386	1.670	1	0.003
Y2_28	0.026	0.000	0.000	Reflect	0.074	0.361	1.456	1	0.005
Y2_29	0.053	0.000	0.000	Reflect	0.073	0.234	2.425	1	0.022
Y2_30	-0.004	0.000	0.000	Reflect	0.074	0.477	1.686	1	0.000
Y2_31	0.060	0.000	0.000	Reflect	0.073	0.206	1.988	1	0.028
Y2_32	0.047	0.000	0.000	Reflect	0.073	0.262	1.501	1	0.017
Y2_33	0.050	0.000	0.000	Reflect	0.073	0.249	1.588	1	0.019
Y2_34	0.042	0.000	0.000	Reflect	0.073	0.283	1.777	1	0.013
Y2_35	0.063	0.000	0.000	Reflect	0.073	0.193	2.006	1	0.031
Y2_36	0.080	0.000	0.000	Reflect	0.073	0.138	2.476	1	0.048
Y2_37	0.077	0.000	0.000	Reflect	0.073	0.147	2.969	1	0.045
Y2_38	0.066	0.000	0.000	Reflect	0.073	0.183	1.774	1	0.033
Y2_39	0.077	0.000	0.000	Reflect	0.073	0.145	2.891	1	0.046
Y2_40	0.073	0.000	0.000	Reflect	0.073	0.158	1.988	1	0.041
X_1	0.000	0.037	0.000	Reflect	0.073	0.305	2.293	1	0.018
X_2	0.000	0.023	0.000	Reflect	0.074	0.379	2.023	1	0.007
X_3	0.000	0.048	0.000	Reflect	0.073	0.257	3.041	1	0.029
X_4	0.000	0.038	0.000	Reflect	0.073	0.301	1.929	1	0.018
X_5	0.000	0.044	0.000	Reflect	0.073	0.274	2.625	1	0.025
X_6	0.000	0.041	0.000	Reflect	0.073	0.289	2.221	1	0.021
X_7	0.000	0.046	0.000	Reflect	0.073	0.267	2.355	1	0.026
X_8	0.000	0.033	0.000	Reflect	0.073	0.327	2.261	1	0.014
X_9	0.000	0.043	0.000	Reflect	0.073	0.279	2.780	1	0.023
X_10	0.000	0.022	0.000	Reflect	0.074	0.384	1.790	1	0.006
X_11	0.000	0.037	0.000	Reflect	0.073	0.307	2.135	1	0.017
X_12	0.000	0.034	0.000	Reflect	0.073	0.322	2.283	1	0.015
X_13	0.000	0.052	0.000	Reflect	0.073	0.238	3.087	1	0.034
X_14	0.000	0.042	0.000	Reflect	0.073	0.286	1.862	1	0.022
X_15	0.000	0.051	0.000	Reflect	0.073	0.242	2.654	1	0.033
X_16	0.000	0.042	0.000	Reflect	0.073	0.285	2.330	1	0.022
X_17	0.000	0.046	0.000	Reflect	0.073	0.264	3.515	1	0.027
X_18	0.000	0.043	0.000	Reflect	0.073	0.278	2.479	1	0.024
X_19	0.000	0.042	0.000	Reflect	0.073	0.282	3.315	1	0.023
X_20	0.000	0.042	0.000	Reflect	0.073	0.285	2.098	1	0.022
X_21	0.000	0.052	0.000	Reflect	0.073	0.237	3.104	1	0.035
X_22	0.000	0.045	0.000	Reflect	0.073	0.271	2.408	1	0.025
X_23	0.000	0.033	0.000	Reflect	0.073	0.326	2.072	1	0.014
X_24	0.000	0.041	0.000	Reflect	0.073	0.288	2.327	1	0.021
X_25	0.000	0.042	0.000	Reflect	0.073	0.283	2.790	1	0.022
X_26	0.000	0.051	0.000	Reflect	0.073	0.243	2.979	1	0.033
X_27	0.000	0.043	0.000	Reflect	0.073	0.279	1.971	1	0.023
X_28	0.000	0.044	0.000	Reflect	0.073	0.276	2.224	1	0.024
X_29	0.000	0.050	0.000	Reflect	0.073	0.246	3.025	1	0.032
X_30	0.000	0.048	0.000	Reflect	0.073	0.255	2.251	1	0.029
X_31	0.000	0.043	0.000	Reflect	0.073	0.279	2.283	1	0.023
X_32	0.000	0.044	0.000	Reflect	0.073	0.275	1.930	1	0.024
X_33	0.000	0.040	0.000	Reflect	0.073	0.293	2.700	1	0.020
X_34	0.000	0.033	0.000	Reflect	0.073	0.327	2.181	1	0.014
X_35	0.000	0.047	0.000	Reflect	0.073	0.259	2.728	1	0.028
X_36	0.000	0.043	0.000	Reflect	0.073	0.279	2.189	1	0.023
X_37	0.000	0.049	0.000	Reflect	0.073	0.251	2.944	1	0.030
X_38	0.000	0.049	0.000	Reflect	0.073	0.253	2.771	1	0.030
X_39	0.000	0.053	0.000	Reflect	0.073	0.233	3.990	1	0.036
X_40	0.000	0.045	0.000	Reflect	0.073	0.272	2.376	1	0.025
X_41	0.000	0.039	0.000	Reflect	0.073	0.300	2.644	1	0.019
X_42	0.000	0.047	0.000	Reflect	0.073	0.262	3.100	1	0.028
X_43	0.000	0.013	0.000	Reflect	0.074	0.430	1.874	1	0.002
X_44	0.000	0.032	0.000	Reflect	0.073	0.330	1.840	1	0.013
X2_1	0.000	0.000	0.060	Reflect	0.073	0.206	1.990	1	0.030
X2_2	0.000	0.000	-0.012	Reflect	0.074	0.437	1.615	1	0.001
X2_3	0.000	0.000	0.054	Reflect	0.073	0.232	1.689	1	0.024
X2_4	0.000	0.000	0.070	Reflect	0.073	0.170	2.539	1	0.041
X2_5	0.000	0.000	0.035	Reflect	0.073	0.316	1.573	1	0.010
X2_6	0.000	0.000	0.022	Reflect	0.074	0.383	1.629	1	0.004
X2_7	0.000	0.000	0.027	Reflect	0.074	0.355	1.541	1	0.006
X2_8	0.000	0.000	0.076	Reflect	0.073	0.147	2.450	1	0.049
X2_9	0.000	0.000	0.076	Reflect	0.073	0.148	4.083	1	0.049
X2_10	0.000	0.000	0.000	Reflect	0.074	0.499	1.441	1	0.000
X2_11	0.000	0.000	0.036	Reflect	0.073	0.312	1.875	1	0.011
X2_12	0.000	0.000	0.055	Reflect	0.073	0.227	2.077	1	0.025
X2_13	0.000	0.000	0.050	Reflect	0.073	0.246	2.155	1	0.021
X2_14	0.000	0.000	0.045	Reflect	0.073	0.271	2.036	1	0.017
X2_15	0.000	0.000	0.067	Reflect	0.073	0.179	2.616	1	0.038
X2_16	0.000	0.000	0.048	Reflect	0.073	0.257	1.746	1	0.019
X2_17	0.000	0.000	0.056	Reflect	0.073	0.224	1.900	1	0.026
X2_18	0.000	0.000	0.036	Reflect	0.073	0.310	1.980	1	0.011
X2_19	0.000	0.000	0.049	Reflect	0.073	0.251	1.954	1	0.020
X2_20	0.000	0.000	0.073	Reflect	0.073	0.159	2.233	1	0.045
X2_21	0.000	0.000	0.029	Reflect	0.073	0.348	1.767	1	0.007
X2_22	0.000	0.000	0.050	Reflect	0.073	0.249	1.864	1	0.021
X2_23	0.000	0.000	0.054	Reflect	0.073	0.229	2.080	1	0.025
X2_24	0.000	0.000	0.063	Reflect	0.073	0.194	1.877	1	0.033
X2_25	0.000	0.000	0.057	Reflect	0.073	0.217	1.953	1	0.028
X2_26	0.000	0.000	0.026	Reflect	0.074	0.363	2.131	1	0.006
X2_27	0.000	0.000	0.062	Reflect	0.073	0.200	2.979	1	0.032
X2_28	0.000	0.000	0.065	Reflect	0.073	0.186	2.169	1	0.036
X2_29	0.000	0.000	0.047	Reflect	0.073	0.260	2.305	1	0.019
X2_30	0.000	0.000	0.001	Reflect	0.074	0.494	1.624	1	0.000
X2_31	0.000	0.000	0.031	Reflect	0.073	0.335	1.705	1	0.008
X2_32	0.000	0.000	0.077	Reflect	0.073	0.145	3.313	1	0.050
X2_33	0.000	0.000	0.072	Reflect	0.073	0.162	3.742	1	0.044
X2_34	0.000	0.000	0.055	Reflect	0.073	0.226	1.963	1	0.025
X2_35	0.000	0.000	0.036	Reflect	0.073	0.311	1.665	1	0.011
X2_36	0.000	0.000	0.074	Reflect	0.073	0.156	2.541	1	0.046
X2_37	0.000	0.000	0.043	Reflect	0.073	0.278	1.692	1	0.016
X2_38	0.000	0.000	0.011	Reflect	0.074	0.443	1.427	1	0.001
X2_39	0.000	0.000	0.052	Reflect	0.073	0.241	1.807	1	0.022
X2_40	0.000	0.000	0.027	Reflect	0.074	0.357	1.934	1	0.006
X2_41	0.000	0.000	0.065	Reflect	0.073	0.189	2.699	1	0.035
X2_42	0.000	0.000	0.065	Reflect	0.073	0.189	3.076	1	0.035
X2_43	0.000	0.000	0.038	Reflect	0.073	0.301	1.676	1	0.012
X2_44	0.000	0.000	0.063	Reflect	0.073	0.194	2.009	1	0.033

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
----------------------

y	X1	X2
0.675	 	 

Adjusted R-squared coefficients
-------------------------------

y	X1	X2
0.671	 	 

Composite reliability coefficients
----------------------------------

y	X1	X2
0.884	0.944	0.896

Cronbach's alpha coefficients
---------------------------

y	X1	X2
0.867	0.939	0.881

Average variances extracted
---------------------------

y	X1	X2
0.190	0.286	0.191

Full collinearity VIFs
----------------------

y	X1	X2
3.079	1.702	2.618

Q-squared coefficients
----------------------

y	X1	X2
0.675	 	 

Minimum and maximum values
--------------------------

y	X1	X2
-2.693	-3.072	-3.440
2.690	2.561	2.939

Medians (top) and modes (bottom)
--------------------------------

y	X1	X2
0.070	0.012	-0.040
-0.352	-0.736	-0.817

Skewness (top) and exc. kurtosis (bottom) coefficients
------------------------------------------------------

y	X1	X2
0.020	-0.003	0.075
0.311	0.162	0.726

Tests of unimodality: Rohatgi-Székely (top) and Klaassen-Mokveld-van Es (bottom)
--------------------------------------------------------------------------------

y	X1	X2
Yes	Yes	Yes
Yes	Yes	Yes

Tests of normality: Jarque–Bera (top) and robust Jarque–Bera (bottom)
---------------------------------------------------------------------

y	X1	X2
Yes	Yes	Yes
Yes	Yes	No


***************************************************
* Correlations among latent variables and errors *
***************************************************

Correlations among l.vs. with sq. rts. of AVEs
----------------------------------------------

 	y	X1	X2
y	0.436	0.637	0.783
X1	0.637	0.535	0.549
X2	0.783	0.549	0.437

Note: Square roots of average variances extracted (AVEs) shown on diagonal.


P values for correlations
-------------------------

 	y	X1	X2
y	1.000	<0.001	<0.001
X1	<0.001	1.000	<0.001
X2	<0.001	<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 *
************************************

 	y	X1	X2
y		1.459	1.459




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
------------------------------
 	y	X1	X2
y		0.296	0.618




Number of paths for total effects
------------------------------
 	y	X1	X2
y		1	1




P values for total effects
------------------------------
 	y	X1	X2
y		<0.001	<0.001




Standard errors for total effects
------------------------------
 	y	X1	X2
y		0.070	0.065




Effect sizes for total effects
------------------------------
 	y	X1	X2
y		0.191	0.484





*************************************
* Causality assessment coefficients *
*************************************

Path-correlation signs
----------------------

 	y	X1	X2
y	 	1	1




Notes: path-correlation signs; negative sign (i.e., -1) = Simpson's paradox.

R-squared contributions
-----------------------

 	y	X1	X2
y	 	0.191	0.484




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
-----------------------

 	y	X1	X2
y	 	0.461	0.788




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
----------------------------

 	y	X1	X2
y	 	0.346	0.166




Note: absolute path-correlation differences.

P values for path-correlation differences
-----------------------------------------

 	y	X1	X2
y	 	<0.001	0.011




Note: P values for absolute path-correlation differences.

Warp2 bivariate causal direction ratios
---------------------------------------

 	y	X1	X2
y	 	1.006	1.000




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
--------------------------------------------

 	y	X1	X2
y	 	0.004	0.000




Note: absolute Warp2 bivariate causal direction differences.

P values for Warp2 bivariate causal direction differences
---------------------------------------------------------

 	y	X1	X2
y	 	0.478	0.499




Note: P values for absolute Warp2 bivariate causal direction differences.

Warp3 bivariate causal direction ratios
---------------------------------------

 	y	X1	X2
y	 	0.998	1.000




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
--------------------------------------------

 	y	X1	X2
y	 	0.001	0.000




Note: absolute Warp3 bivariate causal direction differences.

P values for Warp3 bivariate causal direction differences
---------------------------------------------------------

 	y	X1	X2
y	 	0.493	0.499




Note: P values for absolute Warp3 bivariate causal direction differences.