pls_sem_2
mugo
10 January 2024
load data
names(corp_rep_data)## [1] "serviceprovider" "servicetype" "csor_1" "csor_2"
## [5] "csor_3" "csor_4" "csor_5" "csor_global"
## [9] "attr_1" "attr_2" "attr_3" "attr_global"
## [13] "perf_1" "perf_2" "perf_3" "perf_4"
## [17] "perf_5" "perf_global" "qual_1" "qual_2"
## [21] "qual_3" "qual_4" "qual_5" "qual_6"
## [25] "qual_7" "qual_8" "qual_global" "like_1"
## [29] "like_2" "like_3" "comp_1" "comp_2"
## [33] "comp_3" "cusl_1" "cusl_2" "cusl_3"
## [37] "cusa" "age" "education" "occupation"
## [41] "nphh" "sample_type" "mga_1" "mga_2"
## [45] "mga_3" "mga_4" "switch_1" "switch_2"
## [49] "switch_3" "switch_4"summary(corp_rep_data)## serviceprovider servicetype csor_1 csor_2
## Min. :1 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:1 1st Qu.:1.000 1st Qu.:3.000 1st Qu.:2.000
## Median :2 Median :2.000 Median :4.000 Median :3.000
## Mean :2 Mean :1.637 Mean :4.235 Mean :3.076
## 3rd Qu.:3 3rd Qu.:2.000 3rd Qu.:5.000 3rd Qu.:4.000
## Max. :4 Max. :2.000 Max. :7.000 Max. :7.000
## csor_3 csor_4 csor_5 csor_global
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:3.000 1st Qu.:4.000
## Median :4.000 Median :3.000 Median :4.000 Median :5.000
## Mean :3.988 Mean :3.125 Mean :3.983 Mean :4.988
## 3rd Qu.:5.000 3rd Qu.:4.000 3rd Qu.:5.000 3rd Qu.:6.000
## Max. :7.000 Max. :7.000 Max. :7.000 Max. :7.000
## attr_1 attr_2 attr_3 attr_global
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :2.000
## 1st Qu.:4.000 1st Qu.:1.000 1st Qu.:4.000 1st Qu.:5.000
## Median :5.000 Median :2.000 Median :5.000 Median :6.000
## Mean :4.991 Mean :2.945 Mean :4.811 Mean :5.587
## 3rd Qu.:6.000 3rd Qu.:5.000 3rd Qu.:6.000 3rd Qu.:7.000
## Max. :7.000 Max. :7.000 Max. :7.000 Max. :7.000
## perf_1 perf_2 perf_3 perf_4 perf_5
## Min. :1.000 Min. :1.00 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:4.000 1st Qu.:4.00 1st Qu.:4.000 1st Qu.:4.000 1st Qu.:4.000
## Median :5.000 Median :5.00 Median :5.000 Median :5.000 Median :5.000
## Mean :4.619 Mean :5.07 Mean :4.721 Mean :4.919 Mean :4.971
## 3rd Qu.:6.000 3rd Qu.:6.00 3rd Qu.:6.000 3rd Qu.:6.000 3rd Qu.:6.000
## Max. :7.000 Max. :7.00 Max. :7.000 Max. :7.000 Max. :7.000
## perf_global qual_1 qual_2 qual_3
## Min. :3.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:5.000 1st Qu.:4.000 1st Qu.:3.000 1st Qu.:4.000
## Median :6.000 Median :5.000 Median :5.000 Median :5.000
## Mean :5.977 Mean :5.052 Mean :4.372 Mean :5.081
## 3rd Qu.:7.000 3rd Qu.:6.000 3rd Qu.:5.000 3rd Qu.:6.000
## Max. :7.000 Max. :7.000 Max. :7.000 Max. :7.000
## qual_4 qual_5 qual_6 qual_7
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:3.000 1st Qu.:4.000 1st Qu.:4.000 1st Qu.:3.000
## Median :4.000 Median :5.000 Median :5.000 Median :4.000
## Mean :4.413 Mean :5.012 Mean :4.924 Mean :4.398
## 3rd Qu.:5.000 3rd Qu.:6.000 3rd Qu.:6.000 3rd Qu.:6.000
## Max. :7.000 Max. :7.000 Max. :7.000 Max. :7.000
## qual_8 qual_global like_1 like_2 like_3
## Min. :1.000 Min. :2.000 Min. :1.000 Min. :1.00 Min. :1.00
## 1st Qu.:4.000 1st Qu.:5.000 1st Qu.:4.000 1st Qu.:3.00 1st Qu.:3.00
## Median :5.000 Median :6.000 Median :5.000 Median :4.00 Median :5.00
## Mean :4.837 Mean :6.026 Mean :4.584 Mean :4.25 Mean :4.48
## 3rd Qu.:6.000 3rd Qu.:7.000 3rd Qu.:6.000 3rd Qu.:6.00 3rd Qu.:6.00
## Max. :7.000 Max. :7.000 Max. :7.000 Max. :7.00 Max. :7.00
## comp_1 comp_2 comp_3 cusl_1
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :-99.000
## 1st Qu.:4.000 1st Qu.:4.000 1st Qu.:4.000 1st Qu.: 4.000
## Median :5.000 Median :6.000 Median :5.500 Median : 5.000
## Mean :4.648 Mean :5.424 Mean :5.221 Mean : 4.221
## 3rd Qu.:6.000 3rd Qu.:7.000 3rd Qu.:6.000 3rd Qu.: 6.000
## Max. :7.000 Max. :7.000 Max. :7.000 Max. : 7.000
## cusl_2 cusl_3 cusa age
## Min. :-99.000 Min. :-99.000 Min. :-99.000 Min. :-99.000
## 1st Qu.: 4.000 1st Qu.: 5.000 1st Qu.: 5.000 1st Qu.: 2.000
## Median : 6.000 Median : 6.000 Median : 6.000 Median : 3.000
## Mean : 4.064 Mean : 4.738 Mean : 5.137 Mean : 3.044
## 3rd Qu.: 7.000 3rd Qu.: 7.000 3rd Qu.: 6.000 3rd Qu.: 4.000
## Max. : 7.000 Max. : 7.000 Max. : 7.000 Max. : 6.000
## education occupation nphh sample_type
## Min. :-99.0000 Min. :-99.000 Min. :-99.000 Min. :1.000
## 1st Qu.: 2.0000 1st Qu.: 3.000 1st Qu.: 2.000 1st Qu.:1.000
## Median : 2.0000 Median : 4.000 Median : 3.000 Median :1.000
## Mean : -0.1047 Mean : -7.904 Mean : 1.721 Mean :1.826
## 3rd Qu.: 3.0000 3rd Qu.: 7.000 3rd Qu.: 4.000 3rd Qu.:3.000
## Max. : 4.0000 Max. : 13.000 Max. : 5.000 Max. :4.000
## mga_1 mga_2 mga_3 mga_4
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000 1st Qu.:1.000
## Median :2.000 Median :1.000 Median :2.000 Median :1.000
## Mean :1.637 Mean :1.494 Mean :1.503 Mean :1.291
## 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.000 3rd Qu.:2.000
## Max. :2.000 Max. :2.000 Max. :2.000 Max. :2.000
## switch_1 switch_2 switch_3 switch_4
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:3.000 1st Qu.:2.000 1st Qu.:3.000 1st Qu.:2.000
## Median :4.000 Median :3.000 Median :4.000 Median :3.000
## Mean :3.765 Mean :3.352 Mean :3.881 Mean :2.837
## 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:4.000
## Max. :5.000 Max. :5.000 Max. :5.000 Max. :4.000str(corp_rep_data)## 'data.frame': 344 obs. of 50 variables:
## $ serviceprovider: int 3 3 3 3 3 3 1 1 3 3 ...
## $ servicetype : int 2 2 2 2 2 2 1 1 1 2 ...
## $ csor_1 : int 3 2 3 3 4 3 7 4 7 4 ...
## $ csor_2 : int 3 5 1 3 3 3 5 1 5 1 ...
## $ csor_3 : int 3 6 2 5 4 4 7 3 6 5 ...
## $ csor_4 : int 3 4 2 3 4 3 3 3 4 2 ...
## $ csor_5 : int 3 6 4 5 4 3 3 2 6 4 ...
## $ csor_global : int 3 6 4 5 4 4 7 4 7 5 ...
## $ attr_1 : int 5 6 5 3 6 4 5 4 6 5 ...
## $ attr_2 : int 1 6 6 7 6 1 7 1 3 1 ...
## $ attr_3 : int 3 6 5 5 6 5 3 5 7 6 ...
## $ attr_global : int 5 6 6 7 6 5 7 5 7 6 ...
## $ perf_1 : int 5 6 4 5 5 6 4 5 7 6 ...
## $ perf_2 : int 4 6 4 5 6 6 7 6 7 5 ...
## $ perf_3 : int 2 6 2 5 7 4 6 6 4 4 ...
## $ perf_4 : int 5 6 5 3 6 5 5 4 6 6 ...
## $ perf_5 : int 6 6 4 6 5 6 4 7 7 5 ...
## $ perf_global : int 6 6 5 6 7 6 7 7 7 6 ...
## $ qual_1 : int 5 6 3 5 6 5 5 6 7 6 ...
## $ qual_2 : int 6 6 4 6 5 5 5 3 7 6 ...
## $ qual_3 : int 4 6 3 6 7 5 6 2 6 5 ...
## $ qual_4 : int 2 6 4 7 7 6 4 1 7 6 ...
## $ qual_5 : int 4 5 3 5 6 5 7 6 6 7 ...
## $ qual_6 : int 4 6 5 4 6 6 7 5 7 7 ...
## $ qual_7 : int 2 6 4 5 6 3 4 1 6 4 ...
## $ qual_8 : int 5 5 4 6 7 4 4 5 7 7 ...
## $ qual_global : int 6 6 5 7 7 6 7 6 7 7 ...
## $ like_1 : int 3 6 5 6 6 6 4 4 7 6 ...
## $ like_2 : int 1 6 5 5 6 7 1 3 5 6 ...
## $ like_3 : int 2 6 5 6 7 7 7 4 7 6 ...
## $ comp_1 : int 4 6 4 6 6 3 7 6 5 6 ...
## $ comp_2 : int 5 7 5 4 4 4 5 6 7 5 ...
## $ comp_3 : int 5 6 2 4 6 4 7 6 6 5 ...
## $ cusl_1 : int 5 7 7 7 6 7 7 5 5 6 ...
## $ cusl_2 : int 3 7 7 7 7 7 7 4 7 6 ...
## $ cusl_3 : int 3 7 5 7 7 7 7 6 7 7 ...
## $ cusa : int 5 7 6 6 6 6 7 4 6 6 ...
## $ age : int 2 6 2 3 2 2 1 5 1 3 ...
## $ education : int 3 3 3 4 2 2 2 2 1 2 ...
## $ occupation : int 11 -99 11 11 12 11 11 3 11 2 ...
## $ nphh : int 5 2 2 1 5 1 3 3 4 2 ...
## $ sample_type : int 1 1 1 1 1 1 1 1 1 1 ...
## $ mga_1 : int 2 2 2 2 2 2 1 1 1 2 ...
## $ mga_2 : int 1 1 1 1 1 1 1 1 1 1 ...
## $ mga_3 : int 1 1 1 1 1 1 2 2 1 1 ...
## $ mga_4 : int 1 1 1 1 1 1 1 1 1 1 ...
## $ switch_1 : int 3 5 4 3 5 5 5 4 5 5 ...
## $ switch_2 : int 1 5 3 4 5 2 3 1 5 3 ...
## $ switch_3 : int 3 4 2 4 5 4 5 5 5 5 ...
## $ switch_4 : int 2 4 3 2 4 4 4 3 4 4 ...mesurement model
corp_rep_mm<-constructs(composite("COMPETIVENESS",multi_items("comp_",1:3)),composite("LIKE",multi_items("like_",1:3)),composite("CUSA",single_item("cusa")),composite("CUSL",multi_items("cusl_",1:3)))structural model
corp_rep_sm<-relationships(paths(from = c("COMPETIVENESS","LIKE"),to=c("CUSA","CUSL")),paths(from=c("CUSA"),to=c("CUSL")))Estimate the model
corp_rep_pls_model<-estimate_pls(data=corp_rep_data,measurement_model = corp_rep_mm,structural_model = corp_rep_sm,missing = mean_replacement,missing_value = "-99")## Generating the seminr model## All 344 observations are valid.summary
summary_corp_rep<-summary(corp_rep_pls_model)
summary_corp_rep##
## Results from package seminr (2.3.2)
##
## Path Coefficients:
## CUSA CUSL
## R^2 0.295 0.562
## AdjR^2 0.290 0.558
## COMPETIVENESS 0.162 0.009
## LIKE 0.424 0.342
## CUSA . 0.504
##
## Reliability:
## alpha rhoC AVE rhoA
## COMPETIVENESS 0.776 0.865 0.681 0.832
## LIKE 0.831 0.899 0.747 0.836
## CUSA 1.000 1.000 1.000 1.000
## CUSL 0.831 0.899 0.748 0.839
##
## Alpha, rhoC, and rhoA should exceed 0.7 while AVE should exceed 0.5iterations to converge
summary_corp_rep$iterations## [1] 4inspect outer loadings
summary_corp_rep$loadings## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.858 0.000 0.000 0.000
## comp_2 0.798 0.000 0.000 0.000
## comp_3 0.818 0.000 0.000 0.000
## like_1 0.000 0.879 0.000 0.000
## like_2 0.000 0.870 0.000 0.000
## like_3 0.000 0.843 0.000 0.000
## cusa 0.000 0.000 1.000 0.000
## cusl_1 0.000 0.000 0.000 0.833
## cusl_2 0.000 0.000 0.000 0.917
## cusl_3 0.000 0.000 0.000 0.843inspect indicator reliability
summary_corp_rep$reliability^2## alpha rhoC AVE rhoA
## COMPETIVENESS 0.602 0.748 0.463 0.692
## LIKE 0.691 0.807 0.558 0.699
## CUSA 1.000 1.000 1.000 1.000
## CUSL 0.691 0.808 0.560 0.704
##
## Alpha, rhoC, and rhoA should exceed 0.7 while AVE should exceed 0.5plot reliability of constructs
plot(summary_corp_rep$reliability)
inspect composite reliability
summary_corp_rep$reliability## alpha rhoC AVE rhoA
## COMPETIVENESS 0.776 0.865 0.681 0.832
## LIKE 0.831 0.899 0.747 0.836
## CUSA 1.000 1.000 1.000 1.000
## CUSL 0.831 0.899 0.748 0.839
##
## Alpha, rhoC, and rhoA should exceed 0.7 while AVE should exceed 0.5plot reliability of constructs
plot(summary_corp_rep$reliability) table of FL creteria
summary_corp_rep$validity$fl_criteria## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0.825 . . .
## LIKE 0.645 0.864 . .
## CUSA 0.436 0.528 1.000 .
## CUSL 0.450 0.615 0.689 0.865
##
## FL Criteria table reports square root of AVE on the diagonal and construct correlations on the lower triangle.htmt Ratio
summary_corp_rep$validity$htmt## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS . . . .
## LIKE 0.780 . . .
## CUSA 0.465 0.577 . .
## CUSL 0.532 0.737 0.755 .HTMT Creterion
summary_corp_rep$validity$HTMT## NULLplot the model
```r
plot(corp_rep_sm)BOOTSTRAP THE MODEL
boot_corp_rep<-bootstrap_model(seminr_model=corp_rep_pls_model,nboot=100)## Bootstrapping model using seminr...## SEMinR Model successfully bootstrappedboot_corp_rep## $meanData
## comp_1 comp_2 comp_3 like_1 like_2 like_3 cusa cusl_1
## 4.648256 5.424419 5.220930 4.584302 4.250000 4.479651 5.440233 5.129032
## cusl_2 cusl_3
## 5.276471 5.651026
##
## $sdData
## comp_1 comp_2 comp_3 like_1 like_2 like_3 cusa cusl_1
## 1.435127 1.376643 1.460070 1.549528 1.850459 1.873443 1.173722 1.508308
## cusl_2 cusl_3
## 1.736264 1.649695
##
## $smMatrix
## source target
## [1,] "COMPETIVENESS" "CUSA"
## [2,] "LIKE" "CUSA"
## [3,] "COMPETIVENESS" "CUSL"
## [4,] "LIKE" "CUSL"
## [5,] "CUSA" "CUSL"
## attr(,"class")
## [1] "matrix" "array" "structural_model" "seminr_model"
##
## $mmMatrix
## construct measurement type
## [1,] "COMPETIVENESS" "comp_1" "A"
## [2,] "COMPETIVENESS" "comp_2" "A"
## [3,] "COMPETIVENESS" "comp_3" "A"
## [4,] "LIKE" "like_1" "A"
## [5,] "LIKE" "like_2" "A"
## [6,] "LIKE" "like_3" "A"
## [7,] "CUSA" "cusa" "A"
## [8,] "CUSL" "cusl_1" "A"
## [9,] "CUSL" "cusl_2" "A"
## [10,] "CUSL" "cusl_3" "A"
## attr(,"class")
## [1] "matrix" "array" "mmMatrix"
##
## $constructs
## [1] "COMPETIVENESS" "LIKE" "CUSA" "CUSL"
##
## $mmVariables
## [1] "comp_1" "comp_2" "comp_3" "like_1" "like_2" "like_3" "cusa" "cusl_1"
## [9] "cusl_2" "cusl_3"
##
## $outer_loadings
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8577188 0.0000000 0 0.0000000
## comp_2 0.7984526 0.0000000 0 0.0000000
## comp_3 0.8176411 0.0000000 0 0.0000000
## like_1 0.0000000 0.8793263 0 0.0000000
## like_2 0.0000000 0.8702393 0 0.0000000
## like_3 0.0000000 0.8430364 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8328272
## cusl_2 0.0000000 0.0000000 0 0.9172732
## cusl_3 0.0000000 0.0000000 0 0.8427695
##
## $outer_weights
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5361267 0.0000000 0 0.0000000
## comp_2 0.3403866 0.0000000 0 0.0000000
## comp_3 0.3282266 0.0000000 0 0.0000000
## like_1 0.0000000 0.4184233 0 0.0000000
## like_2 0.0000000 0.3778579 0 0.0000000
## like_3 0.0000000 0.3597029 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3686665
## cusl_2 0.0000000 0.0000000 0 0.4202113
## cusl_3 0.0000000 0.0000000 0 0.3648874
##
## $path_coef
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1620512 0.009174543
## LIKE 0 0 0.4238696 0.342069437
## CUSA 0 0 0.0000000 0.504466308
## CUSL 0 0 0.0000000 0.000000000
##
## $iterations
## [1] 4
##
## $weightDiff
## [1] 1.692675e-08
##
## $construct_scores
## COMPETIVENESS LIKE CUSA CUSL
## 1 -0.3967784237 -1.567548776 -0.3750745 -1.1688576198
## 2 1.0696892627 1.031537744 1.3289065 1.1728109667
## 3 -1.0711841322 0.365307125 0.4769160 0.7304414327
## 4 -0.1216899348 0.827340893 0.4769160 1.1728109667
## 5 0.3279138709 1.223538704 0.4769160 0.9283870739
## 6 -1.2424132184 1.427735556 0.4769160 1.1728109667
## 7 1.1735486655 -0.337511169 1.3289065 1.1728109667
## 8 0.8224307988 -0.505120346 -1.2270651 -0.2632828857
## 9 0.6961148349 1.289374660 0.4769160 0.6839631811
## 10 0.3503704320 1.031537744 0.4769160 0.6863666406
## 11 -0.8688387905 -0.300923494 -2.0790556 -2.0976714798
## 12 -1.1975000962 0.299471169 -1.2270651 -0.2656863452
## 13 -1.4896716824 -0.840989109 -1.2270651 -0.4868711122
## 14 0.9209167377 0.005046578 -0.3750745 1.1728109667
## 15 0.1737678820 0.815145001 -0.3750745 -2.3396919131
## 16 -1.7144735852 -1.171350965 -1.2270651 -0.9500763124
## 17 1.0696892627 -0.558760410 -1.2270651 -2.3861701647
## 18 1.0696892627 1.235734596 0.4769160 0.6863666406
## 19 1.2944911656 0.761504936 1.3289065 0.9283870739
## 20 0.4488563709 0.761504936 0.4769160 -0.2424472194
## 21 -2.0880480131 -2.299615351 0.4769160 -0.7729663376
## 22 1.6680655934 1.697768363 1.3289065 1.1728109667
## 23 1.2944911656 0.839536784 0.4769160 -0.2424472194
## 24 -1.0936406934 -0.414892606 -1.2270651 -1.8973223791
## 25 -0.0232039959 -0.096726643 0.4769160 0.6839631811
## 26 1.6680655934 1.289374660 1.3289065 -0.2424472194
## 27 0.2015979070 -0.222891646 -0.3750745 0.6863666406
## 28 0.5751723348 0.827340893 1.3289065 0.7072023069
## 29 -2.9112262466 -2.299615351 -3.7830366 -2.8517788245
## 30 0.4488563709 -0.186954382 -0.3750745 -0.5101102380
## 31 0.2240544681 -0.121118426 -0.3750745 0.4419427478
## 32 0.6961148349 0.443338973 1.3289065 1.1728109667
## 33 1.0696892627 0.635339933 1.3289065 1.1728109667
## 34 0.7688579821 0.509174929 1.3289065 1.1728109667
## 35 -1.7144735852 -0.570956302 -2.0790556 -1.8997258387
## 36 -1.7144735852 -0.697121305 1.3289065 -0.2865220115
## 37 0.6961148349 -0.030890686 1.3289065 -0.2424472194
## 38 -0.2704624598 0.569503977 -0.3750745 0.6863666406
## 39 -1.5881576213 -0.288727603 -0.3750745 -1.2153358715
## 40 0.7239448599 -0.427088498 -1.2270651 -1.1688576198
## 41 0.9209167377 1.289374660 -0.3750745 0.0019766734
## 42 1.6680655934 -0.103415626 1.3289065 0.2047292337
## 43 0.2240544681 -0.198499863 0.4769160 0.6887701002
## 44 -1.0176113156 -1.915613431 0.4769160 -0.7521306713
## 45 0.6736582737 -0.288727603 0.4769160 -0.0396946591
## 46 -1.8407895491 -1.645580624 0.4769160 -0.4636319863
## 47 0.2240544681 -0.030890686 1.3289065 1.1728109667
## 48 0.8448873599 -1.915613431 1.3289065 0.1999223146
## 49 -0.3967784237 -0.313119386 -2.0790556 -1.6577054054
## 50 -0.0232039959 1.031537744 0.4769160 0.4651818736
## 51 1.0472327016 1.427735556 1.3289065 0.4443462074
## 52 -0.3743218626 0.365307125 0.4769160 0.4419427478
## 53 0.8224307988 0.635339933 0.4769160 0.9283870739
## 54 -1.1439272795 -1.441383772 -2.0790556 -1.4156849722
## 55 -0.8966688155 -0.414892606 0.4769160 -0.2913289306
## 56 -0.9951547544 -1.837581584 -0.3750745 -0.7312950050
## 57 1.6680655934 1.697768363 1.3289065 1.1728109667
## 58 -0.6440368877 -0.631285349 0.4769160 0.2207579808
## 59 0.6961148349 0.455534864 1.3289065 1.1728109667
## 60 1.6680655934 1.697768363 1.3289065 1.1728109667
## 61 0.1737678820 0.161110274 -2.9310461 0.0228123397
## 62 1.4432636906 1.301570552 1.3289065 0.6863666406
## 63 0.0752819430 -1.915613431 -2.9310461 -3.0729635915
## 64 0.1737678820 0.425636173 0.4769160 0.6863666406
## 65 0.4488563709 -0.529512129 -0.3750745 -0.0212624524
## 66 1.2944911656 1.031537744 -0.3750745 -0.0396946591
## 67 0.4488563709 0.635339933 1.3289065 0.2207579808
## 68 -0.5230943877 -1.837581584 -1.2270651 -0.9709119787
## 69 -0.0232039959 0.365307125 -0.3750745 -0.0212624524
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## 320 0.3225404070 1.697768363 0.4769160 0.1951153955
## 321 0.0752819430 -0.505120346 0.4769160 -0.7288915454
## 322 1.2944911656 -0.162562599 -1.2270651 0.1975188550
## 323 -1.0936406934 -1.429187881 0.4769160 -0.4195571942
## 324 -0.3967784237 1.313766443 -0.3750745 1.1728109667
## 325 1.0696892627 1.289374660 0.4769160 0.9283870739
## 326 1.6680655934 1.031537744 1.3289065 1.1728109667
## 327 0.4488563709 0.365307125 0.4769160 0.2207579808
## 328 -0.3743218626 -1.285320077 0.4769160 0.7304414327
## 329 -0.3967784237 -0.505120346 -0.3750745 -0.9733154382
## 330 0.8224307988 0.095274317 -0.3750745 0.2207579808
## 331 0.4488563709 -0.570956302 -1.2270651 -0.7288915454
## 332 -1.4896716824 -0.337511169 1.3289065 1.1728109667
## 333 0.9209167377 0.365307125 0.4769160 -0.2424472194
## 334 -0.8239256683 -1.915613431 -1.2270651 -1.4132815126
## 335 -2.4616224409 -2.107614391 -2.0790556 -2.1209106056
## 336 -0.1495199598 -0.451480281 -0.3750745 -1.9462040904
## 337 -0.0232039959 -0.030890686 0.4769160 0.4651818736
## 338 -2.0655914519 -1.633384732 -1.2270651 -1.0713387505
## 339 0.5473423098 -2.029582544 -1.2270651 -0.4379894010
## 340 -1.2424132184 -0.583152193 -0.3750745 -0.2424472194
## 341 1.6680655934 1.223538704 1.3289065 1.1728109667
## 342 -0.4674343377 -1.759549736 0.4769160 -0.5285424448
## 343 0.0752819430 -0.300923494 -0.3750745 -0.2424472194
## 344 0.5751723348 1.043733636 1.3289065 1.1728109667
##
## $rSquared
## CUSA CUSL
## Rsq 0.2945679 0.5620388
## AdjRsq 0.2904304 0.5581744
##
## $inner_weights
## function (smMatrix, construct_scores, dependant, paths_matrix)
## {
## inner_paths <- stats::cor(construct_scores, construct_scores) *
## t(paths_matrix)
## for (i in 1:length(dependant)) {
## independant <- smMatrix[smMatrix[, "target"] == dependant[i],
## "source"]
## inner_paths[independant, dependant[i]] = solve(t(construct_scores[,
## independant]) %*% construct_scores[, independant],
## t(construct_scores[, independant]) %*% construct_scores[,
## dependant[i]])
## }
## return(inner_paths)
## }
## <bytecode: 0x000001be7f0086a8>
## <environment: namespace:seminr>
##
## $data
## comp_1 comp_2 comp_3 like_1 like_2 like_3 cusa cusl_1 cusl_2
## 1 4 5 5 3 1 2 5.000000 5.000000 3.000000
## 2 6 7 6 6 6 6 7.000000 7.000000 7.000000
## 3 4 5 2 5 5 5 6.000000 7.000000 7.000000
## 4 6 4 4 6 5 6 6.000000 7.000000 7.000000
## 5 6 4 6 6 6 7 6.000000 6.000000 7.000000
## 6 3 4 4 6 7 7 6.000000 7.000000 7.000000
## 7 7 5 7 4 1 7 7.000000 7.000000 7.000000
## 8 6 6 6 4 3 4 4.000000 5.000000 4.000000
## 9 5 7 6 7 5 7 6.000000 5.000000 7.000000
## 10 6 5 5 6 6 6 6.000000 6.000000 6.000000
## 11 4 4 4 4 4 4 3.000000 4.000000 2.000000
## 12 3 6 2 4 6 5 4.000000 4.000000 5.000000
## 13 3 3 4 2 4 4 4.000000 4.000000 5.000000
## 14 5 7 7 3 4 7 5.000000 7.000000 7.000000
## 15 3 7 7 6 4 7 5.000000 4.000000 1.000000
## 16 3 3 3 3 2 3 4.000000 4.000000 4.000000
## 17 6 7 6 3 5 3 4.000000 2.000000 1.000000
## 18 6 7 6 6 7 6 6.000000 6.000000 6.000000
## 19 6 7 7 5 6 6 7.000000 6.000000 7.000000
## 20 5 6 6 5 6 6 6.000000 5.000000 5.000000
## 21 2 3 3 1 1 1 6.000000 3.000000 3.000000
## 22 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 23 6 7 7 6 6 5 6.000000 5.000000 5.000000
## 24 4 4 3 5 4 2 4.000000 4.000000 1.000000
## 25 5 5 5 4 5 4 6.000000 5.000000 7.000000
## 26 7 7 7 7 5 7 7.000000 5.000000 5.000000
## 27 5 5 6 5 4 3 5.000000 6.000000 6.000000
## 28 6 5 6 6 5 6 7.000000 6.000000 7.000000
## 29 1 3 1 1 1 1 1.000000 1.000000 1.000000
## 30 5 6 6 3 4 6 5.000000 3.000000 5.000000
## 31 5 6 5 4 3 6 5.000000 5.000000 6.000000
## 32 5 7 6 6 5 4 7.000000 7.000000 7.000000
## 33 6 7 6 6 5 5 7.000000 7.000000 7.000000
## 34 7 7 3 7 4 4 7.000000 7.000000 7.000000
## 35 3 3 3 3 4 4 3.000000 3.000000 2.000000
## 36 3 3 3 4 3 3 7.000000 4.000000 4.000000
## 37 5 7 6 5 4 4 7.000000 5.000000 5.000000
## 38 5 4 5 5 6 5 5.000000 6.000000 6.000000
## 39 4 2 3 4 5 3 5.000000 3.000000 3.000000
## 40 7 5 5 5 3 3 4.000000 5.000000 3.000000
## 41 5 7 7 7 5 7 5.000000 6.000000 5.000000
## 42 7 7 7 7 1 4 7.000000 7.000000 3.000000
## 43 5 6 5 5 6 1 6.000000 7.000000 5.000000
## 44 3 4 5 1 1 3 6.000000 3.000000 4.000000
## 45 5 6 7 4 5 3 6.000000 6.000000 3.000000
## 46 2 4 3 2 1 3 6.000000 5.000000 5.000000
## 47 5 6 5 5 4 4 7.000000 7.000000 7.000000
## 48 6 7 5 1 1 3 7.000000 5.000000 5.000000
## 49 4 5 5 4 3 5 3.000000 3.000000 3.000000
## 50 5 5 5 6 6 6 6.000000 6.000000 6.000000
## 51 6 6 7 6 7 7 7.000000 6.000000 5.000000
## 52 4 6 4 5 5 5 6.000000 5.000000 6.000000
## 53 6 6 6 6 5 5 6.000000 6.000000 7.000000
## 54 2 5 5 2 2 3 3.000000 3.000000 4.000000
## 55 2 6 5 5 4 2 6.000000 2.000000 6.000000
## 56 3 5 4 2 1 2 5.000000 3.000000 5.000000
## 57 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 58 4 4 5 5 2 3 6.000000 5.000000 6.000000
## 59 5 7 6 6 6 3 7.000000 7.000000 7.000000
## 60 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 61 3 7 7 5 4 5 2.000000 6.000000 6.000000
## 62 7 7 6 7 6 6 7.000000 6.000000 6.000000
## 63 4 6 6 1 1 3 2.000000 1.000000 1.000000
## 64 3 7 7 3 7 6 6.000000 6.000000 6.000000
## 65 5 6 6 4 1 6 5.000000 5.000000 5.000000
## 66 6 7 7 6 6 6 5.000000 6.000000 3.000000
## 67 5 6 6 6 5 5 7.000000 5.000000 6.000000
## 68 3 6 5 2 1 2 4.000000 4.000000 3.000000
## 69 5 5 5 5 5 5 5.000000 5.000000 5.000000
## 70 5 7 7 5 6 6 6.000000 5.000000 6.000000
## 71 5 5 5 4 4 4 5.000000 5.000000 5.000000
## 72 2 5 4 4 2 1 6.000000 5.000000 1.000000
## 73 6 6 6 4 2 6 5.000000 5.000000 5.000000
## 74 3 5 1 4 6 4 5.000000 7.000000 7.000000
## 75 5 7 6 4 5 4 5.000000 5.000000 5.000000
## 76 7 6 6 6 4 7 7.000000 7.000000 7.000000
## 77 5 5 5 5 3 3 5.000000 5.000000 6.000000
## 78 4 3 6 1 5 1 4.000000 1.000000 1.000000
## 79 7 4 1 5 5 1 5.000000 7.000000 7.000000
## 80 4 5 2 3 1 1 6.000000 4.000000 7.000000
## 81 4 5 5 3 3 2 5.000000 4.000000 5.000000
## 82 6 5 6 5 2 7 6.000000 4.000000 5.000000
## 83 5 4 4 5 4 3 6.000000 4.000000 6.000000
## 84 5 4 4 4 4 4 5.000000 3.000000 1.000000
## 85 6 6 6 6 6 6 6.000000 6.000000 6.000000
## 86 6 6 7 7 6 7 6.000000 6.000000 7.000000
## 87 3 4 4 3 3 2 5.000000 3.000000 7.000000
## 88 5 6 6 6 7 7 7.000000 7.000000 7.000000
## 89 7 7 5 7 6 6 7.000000 6.000000 7.000000
## 90 5 5 5 4 4 4 6.000000 5.000000 6.000000
## 91 6 7 6 6 5 7 6.000000 6.000000 6.000000
## 92 5 6 6 6 6 6 6.000000 6.000000 6.000000
## 93 4 6 5 5 5 3 7.000000 6.000000 6.000000
## 94 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 95 4 4 4 5 5 6 7.000000 5.000000 7.000000
## 96 5 5 5 3 2 4 5.000000 5.000000 5.000000
## 97 4 3 6 4 3 3 4.000000 5.000000 5.000000
## 98 5 6 5 7 6 6 6.000000 6.000000 6.000000
## 99 5 5 4 6 6 6 7.000000 5.000000 5.000000
## 100 6 7 7 6 7 7 6.000000 5.000000 7.000000
## 101 3 6 6 3 2 2 5.000000 6.000000 4.000000
## 102 5 7 6 6 5 6 4.000000 5.000000 4.000000
## 103 6 7 5 5 7 7 6.000000 7.000000 7.000000
## 104 3 3 2 1 1 1 4.000000 1.000000 1.000000
## 105 5 4 6 5 5 5 5.000000 5.000000 6.000000
## 106 3 4 3 3 3 2 1.000000 3.000000 1.000000
## 107 5 4 1 6 4 6 7.000000 7.000000 6.000000
## 108 6 6 5 5 4 5 7.000000 5.000000 6.000000
## 109 7 7 6 7 7 7 7.000000 6.000000 7.000000
## 110 4 4 5 5 5 5 5.000000 5.000000 3.000000
## 111 7 7 7 7 3 5 5.000000 6.000000 7.000000
## 112 5 7 7 5 4 5 6.000000 5.000000 4.000000
## 113 6 7 7 5 6 7 6.000000 6.000000 6.000000
## 114 3 7 7 4 3 4 3.000000 3.000000 3.000000
## 115 3 7 2 5 1 1 7.000000 5.000000 7.000000
## 116 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 117 4 4 5 5 4 7 5.000000 6.000000 7.000000
## 118 3 4 4 4 1 1 4.000000 5.000000 6.000000
## 119 5 5 4 5 1 1 4.000000 1.000000 1.000000
## 120 7 7 7 7 6 7 7.000000 6.000000 7.000000
## 121 7 7 7 3 6 7 7.000000 7.000000 6.000000
## 122 5 5 4 6 5 5 4.000000 3.000000 3.000000
## 123 6 6 6 6 6 6 7.000000 7.000000 7.000000
## 124 4 7 5 5 6 7 5.000000 5.000000 5.000000
## 125 5 6 7 5 5 5 6.000000 5.000000 7.000000
## 126 3 5 2 3 2 4 6.000000 6.000000 6.000000
## 127 5 6 5 4 4 6 6.000000 6.000000 7.000000
## 128 3 4 3 3 3 1 6.000000 5.000000 5.000000
## 129 4 4 6 6 6 4 7.000000 4.000000 7.000000
## 130 3 6 6 3 1 2 3.000000 4.000000 4.000000
## 131 3 3 3 3 3 3 5.000000 4.000000 4.000000
## 132 5 7 6 6 5 6 7.000000 6.000000 7.000000
## 133 6 5 6 6 5 6 5.000000 6.000000 6.000000
## 134 5 4 4 4 1 2 4.000000 1.000000 3.000000
## 135 4 5 7 6 3 7 7.000000 7.000000 7.000000
## 136 4 5 3 5 2 5 5.000000 3.000000 7.000000
## 137 6 7 7 7 7 7 7.000000 7.000000 7.000000
## 138 6 6 7 6 6 4 6.000000 5.000000 6.000000
## 139 7 7 7 7 6 7 7.000000 7.000000 7.000000
## 140 3 4 4 4 3 3 4.000000 5.000000 5.000000
## 141 7 6 6 7 6 7 5.000000 7.000000 7.000000
## 142 4 5 7 4 3 2 5.000000 5.000000 6.000000
## 143 5 6 6 5 6 5 6.000000 5.000000 6.000000
## 144 6 6 6 4 1 1 3.000000 2.000000 1.000000
## 145 3 2 3 3 7 3 5.000000 6.000000 5.000000
## 146 5 5 4 3 6 2 5.000000 3.000000 4.000000
## 147 5 7 7 7 7 7 6.000000 7.000000 7.000000
## 148 6 5 5 5 5 4 7.000000 7.000000 7.000000
## 149 3 7 6 3 4 6 2.000000 5.000000 3.000000
## 150 5 4 6 5 5 5 6.000000 5.000000 6.000000
## 151 5 6 5 5 5 4 6.000000 6.000000 6.000000
## 152 7 6 7 7 7 6 7.000000 7.000000 7.000000
## 153 5 6 6 5 6 5 5.000000 6.000000 6.000000
## 154 6 7 7 6 5 7 7.000000 7.000000 6.000000
## 155 7 5 4 5 4 3 5.000000 6.000000 6.000000
## 156 5 5 4 5 4 4 6.000000 5.000000 4.000000
## 157 5 7 6 6 5 7 6.000000 5.000000 5.000000
## 158 6 7 6 6 5 5 6.000000 6.000000 5.000000
## 159 4 4 5 5 5 3 6.000000 6.000000 7.000000
## 160 6 6 6 5 5 3 6.000000 5.000000 5.000000
## 161 7 6 6 6 6 6 6.000000 7.000000 7.000000
## 162 5 6 4 5 4 6 5.000000 5.000000 5.000000
## 163 4 4 6 3 4 5 6.000000 5.000000 5.000000
## 164 5 5 5 4 4 3 6.000000 7.000000 4.000000
## 165 5 5 5 3 5 4 5.000000 4.000000 5.000000
## 166 7 6 6 5 7 7 5.000000 6.000000 7.000000
## 167 5 6 7 5 6 7 7.000000 7.000000 7.000000
## 168 5 4 6 5 5 5 6.000000 6.000000 7.000000
## 169 6 6 6 5 5 5 6.000000 3.000000 6.000000
## 170 6 7 6 4 4 6 5.000000 5.000000 5.000000
## 171 6 7 7 1 7 7 7.000000 1.000000 7.000000
## 172 5 6 4 4 4 4 4.000000 4.000000 4.000000
## 173 5 6 5 6 5 4 5.000000 5.000000 5.000000
## 174 3 5 5 4 4 3 6.000000 5.000000 4.000000
## 175 4 7 7 3 5 7 4.000000 4.000000 7.000000
## 176 6 4 5 6 4 5 6.000000 6.000000 7.000000
## 177 4 3 6 4 3 5 5.000000 6.000000 6.000000
## 178 5 4 4 6 6 7 5.440233 7.000000 5.276471
## 179 3 4 4 3 1 1 4.000000 4.000000 3.000000
## 180 4 6 4 6 5 5 6.000000 6.000000 5.000000
## 181 3 7 6 6 4 6 5.000000 6.000000 7.000000
## 182 3 7 4 5 6 4 5.000000 5.000000 4.000000
## 183 4 5 5 3 3 3 5.000000 4.000000 4.000000
## 184 4 4 5 4 5 4 5.000000 6.000000 6.000000
## 185 4 3 6 5 5 2 6.000000 1.000000 6.000000
## 186 1 3 4 3 4 3 3.000000 3.000000 3.000000
## 187 5 6 6 4 5 6 6.000000 5.000000 6.000000
## 188 6 7 7 5 7 5 7.000000 5.000000 7.000000
## 189 5 3 5 3 6 4 5.000000 5.000000 6.000000
## 190 5 4 4 5 6 4 5.000000 5.000000 5.000000
## 191 4 5 6 5 1 2 4.000000 5.000000 5.000000
## 192 5 6 5 5 5 5 5.000000 5.000000 5.000000
## 193 1 5 4 5 5 5 6.000000 5.000000 6.000000
## 194 1 6 7 5 4 6 5.000000 7.000000 7.000000
## 195 6 6 6 6 5 5 5.000000 5.000000 5.000000
## 196 4 6 6 5 4 2 5.000000 6.000000 6.000000
## 197 2 3 4 2 2 7 2.000000 2.000000 1.000000
## 198 6 6 5 6 6 6 7.000000 5.000000 5.000000
## 199 4 5 6 6 6 4 5.000000 6.000000 5.276471
## 200 6 6 6 5 6 6 6.000000 5.000000 6.000000
## 201 5 6 5 5 5 6 6.000000 7.000000 7.000000
## 202 4 5 2 4 3 4 4.000000 2.000000 4.000000
## 203 6 7 5 6 7 4 7.000000 7.000000 7.000000
## 204 4 6 6 4 3 5 6.000000 5.129032 7.000000
## 205 3 7 5 7 7 7 7.000000 7.000000 7.000000
## 206 6 7 6 7 7 7 6.000000 6.000000 7.000000
## 207 4 6 5 4 2 2 3.000000 4.000000 2.000000
## 208 6 6 3 6 6 6 5.000000 7.000000 6.000000
## 209 7 6 7 6 7 7 7.000000 7.000000 7.000000
## 210 6 6 6 4 3 5 6.000000 6.000000 6.000000
## 211 4 6 6 3 3 4 5.000000 2.000000 1.000000
## 212 4 7 7 5 2 5 5.000000 5.000000 5.000000
## 213 4 3 3 4 5 1 6.000000 7.000000 7.000000
## 214 3 3 3 2 1 3 5.000000 4.000000 4.000000
## 215 5 5 7 5 7 7 5.000000 5.000000 6.000000
## 216 4 4 6 5 6 6 6.000000 4.000000 7.000000
## 217 5 6 4 6 4 6 6.000000 5.000000 5.000000
## 218 7 6 7 7 7 7 6.000000 5.129032 7.000000
## 219 4 7 7 5 3 1 5.000000 7.000000 2.000000
## 220 2 4 4 2 2 2 3.000000 2.000000 1.000000
## 221 4 7 7 4 1 4 4.000000 6.000000 2.000000
## 222 3 6 5 3 3 3 3.000000 4.000000 4.000000
## 223 7 6 6 7 7 7 6.000000 7.000000 7.000000
## 224 3 4 4 4 3 4 4.000000 3.000000 4.000000
## 225 5 5 6 4 5 1 5.000000 7.000000 5.000000
## 226 3 5 5 4 5 3 5.000000 5.000000 3.000000
## 227 7 7 7 7 7 7 7.000000 5.000000 7.000000
## 228 4 6 4 5 3 5 5.000000 5.000000 6.000000
## 229 6 7 7 7 7 7 7.000000 7.000000 7.000000
## 230 7 7 7 1 5 1 5.000000 7.000000 7.000000
## 231 6 7 7 5 3 3 6.000000 6.000000 5.000000
## 232 4 5 4 3 4 4 6.000000 6.000000 7.000000
## 233 2 3 2 3 3 4 7.000000 7.000000 7.000000
## 234 2 3 3 2 2 2 4.000000 3.000000 3.000000
## 235 5 6 6 5 5 5 5.000000 6.000000 5.000000
## 236 6 7 4 6 5 5 5.000000 6.000000 6.000000
## 237 6 6 6 7 6 7 6.000000 6.000000 7.000000
## 238 6 7 7 6 2 1 4.000000 3.000000 2.000000
## 239 5 7 7 3 1 2 6.000000 7.000000 7.000000
## 240 1 4 2 3 2 1 3.000000 3.000000 4.000000
## 241 5 6 7 7 6 5 6.000000 7.000000 7.000000
## 242 4 7 6 6 6 2 6.000000 5.000000 6.000000
## 243 3 3 5 5 4 4 4.000000 5.000000 3.000000
## 244 5 7 7 6 7 7 6.000000 5.000000 6.000000
## 245 2 2 2 2 2 2 5.000000 2.000000 2.000000
## 246 6 7 7 4 6 1 5.000000 5.000000 6.000000
## 247 4 6 6 3 4 7 6.000000 7.000000 6.000000
## 248 7 3 4 6 6 4 6.000000 7.000000 7.000000
## 249 4 4 4 5 1 5 7.000000 6.000000 6.000000
## 250 4 4 6 5 7 7 5.000000 6.000000 7.000000
## 251 4 5 5 5 5 4 5.000000 5.000000 5.000000
## 252 7 4 7 4 5 7 5.000000 5.000000 6.000000
## 253 4 3 4 5 5 5 5.000000 6.000000 6.000000
## 254 4 4 4 4 3 3 5.000000 5.000000 5.000000
## 255 3 7 7 6 6 5 6.000000 4.000000 1.000000
## 256 4 7 7 7 7 7 6.000000 6.000000 7.000000
## 257 5 7 6 6 6 6 7.000000 5.000000 7.000000
## 258 4 6 5 5 4 6 5.000000 6.000000 6.000000
## 259 5 6 5 5 4 6 4.000000 5.000000 4.000000
## 260 3 4 5 4 1 1 5.000000 5.000000 5.000000
## 261 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 262 5 7 6 4 4 4 6.000000 7.000000 7.000000
## 263 4 6 6 3 3 2 4.000000 4.000000 4.000000
## 264 4 6 6 4 6 6 5.000000 6.000000 6.000000
## 265 6 5 6 6 5 6 6.000000 7.000000 7.000000
## 266 5 7 7 5 4 6 6.000000 6.000000 6.000000
## 267 6 3 6 5 5 5 5.000000 5.000000 5.000000
## 268 4 3 3 1 1 1 6.000000 5.000000 6.000000
## 269 5 6 7 6 5 5 5.000000 6.000000 7.000000
## 270 4 4 4 4 3 3 5.000000 6.000000 7.000000
## 271 5 5 5 3 4 3 4.000000 4.000000 4.000000
## 272 6 7 7 5 5 5 5.000000 3.000000 3.000000
## 273 4 3 4 4 2 4 6.000000 5.000000 6.000000
## 274 5 4 3 5 4 3 5.000000 5.000000 4.000000
## 275 5 6 5 4 5 5 6.000000 5.000000 5.000000
## 276 2 7 6 3 1 1 3.000000 4.000000 1.000000
## 277 4 6 5 3 2 5 4.000000 5.000000 4.000000
## 278 4 3 4 6 7 5 6.000000 6.000000 7.000000
## 279 5 6 5 2 2 5 6.000000 2.000000 5.276471
## 280 1 3 3 2 3 3 6.000000 7.000000 7.000000
## 281 4 4 4 3 4 4 4.000000 4.000000 4.000000
## 282 5 7 4 3 4 6 5.000000 5.129032 4.000000
## 283 3 7 6 3 1 2 6.000000 4.000000 7.000000
## 284 3 4 3 3 2 1 5.000000 4.000000 5.000000
## 285 4 6 6 6 7 6 6.000000 6.000000 7.000000
## 286 4 5 5 4 1 3 5.000000 2.000000 6.000000
## 287 5 6 5 2 3 5 5.000000 5.000000 5.000000
## 288 4 4 4 4 4 4 5.000000 5.000000 5.000000
## 289 5 5 5 5 6 5 5.000000 5.000000 5.000000
## 290 5 5 4 5 5 6 5.000000 6.000000 6.000000
## 291 2 5 5 1 1 1 4.000000 2.000000 2.000000
## 292 6 6 6 6 7 7 7.000000 7.000000 7.000000
## 293 7 7 7 5 5 5 6.000000 7.000000 7.000000
## 294 4 5 5 4 4 4 4.000000 6.000000 5.000000
## 295 4 3 4 3 2 2 5.000000 4.000000 4.000000
## 296 4 5 5 4 3 5 5.000000 4.000000 3.000000
## 297 1 3 2 1 1 1 3.000000 3.000000 1.000000
## 298 3 7 7 2 3 3 6.000000 4.000000 3.000000
## 299 3 3 3 3 1 3 6.000000 5.000000 6.000000
## 300 5 5 4 4 4 4 5.000000 5.000000 5.276471
## 301 6 6 6 6 4 6 6.000000 6.000000 5.000000
## 302 5 7 7 5 5 6 5.000000 5.000000 6.000000
## 303 4 7 6 5 4 5 6.000000 5.000000 6.000000
## 304 4 6 6 5 3 5 7.000000 1.000000 6.000000
## 305 4 5 6 6 5 2 6.000000 6.000000 7.000000
## 306 5 6 5 5 4 5 6.000000 5.000000 5.000000
## 307 7 7 7 7 7 7 7.000000 7.000000 7.000000
## 308 2 6 6 3 4 5 6.000000 5.000000 5.000000
## 309 3 3 4 2 1 1 5.000000 1.000000 1.000000
## 310 6 5 7 6 6 6 6.000000 7.000000 7.000000
## 311 2 1 2 1 3 3 5.000000 3.000000 4.000000
## 312 3 5 4 4 3 6 5.000000 4.000000 2.000000
## 313 5 6 6 5 6 3 6.000000 6.000000 7.000000
## 314 4 4 3 5 5 5 6.000000 6.000000 6.000000
## 315 4 6 4 4 4 4 7.000000 6.000000 7.000000
## 316 3 4 5 4 1 2 5.000000 4.000000 3.000000
## 317 4 4 3 4 1 5 6.000000 6.000000 6.000000
## 318 6 3 6 5 4 4 4.000000 5.000000 2.000000
## 319 4 6 3 3 3 3 4.000000 5.000000 5.000000
## 320 4 7 6 7 7 7 6.000000 3.000000 7.000000
## 321 4 6 6 4 3 4 6.000000 4.000000 4.000000
## 322 6 7 7 3 6 4 4.000000 4.000000 6.000000
## 323 4 4 3 2 3 2 6.000000 6.000000 6.000000
## 324 4 5 5 7 7 5 5.000000 7.000000 7.000000
## 325 6 7 6 7 5 7 6.000000 6.000000 7.000000
## 326 7 7 7 6 6 6 7.000000 7.000000 7.000000
## 327 5 6 6 5 5 5 6.000000 5.000000 6.000000
## 328 4 6 4 4 2 1 6.000000 7.000000 7.000000
## 329 4 5 5 4 3 4 5.000000 3.000000 4.000000
## 330 6 6 6 4 5 5 5.000000 5.000000 6.000000
## 331 5 6 6 3 4 4 4.000000 4.000000 4.000000
## 332 3 3 4 4 1 7 7.000000 7.000000 7.000000
## 333 5 7 7 5 5 5 6.000000 5.000000 5.000000
## 334 4 6 2 1 1 3 4.000000 4.000000 3.000000
## 335 1 3 3 1 1 2 3.000000 3.000000 2.000000
## 336 4 6 5 5 1 5 5.000000 1.000000 2.000000
## 337 5 5 5 5 4 4 6.000000 6.000000 6.000000
## 338 2 4 2 2 2 2 4.000000 3.000000 3.000000
## 339 4 7 7 2 1 1 4.000000 7.000000 4.000000
## 340 3 4 4 3 3 5 5.000000 5.000000 5.000000
## 341 7 7 7 6 6 7 7.000000 7.000000 7.000000
## 342 7 2 3 3 1 1 6.000000 4.000000 3.000000
## 343 4 6 6 4 4 4 5.000000 5.000000 5.000000
## 344 6 5 6 6 7 5 7.000000 7.000000 7.000000
## cusl_3
## 1 3.000000
## 2 7.000000
## 3 5.000000
## 4 7.000000
## 5 7.000000
## 6 7.000000
## 7 7.000000
## 8 6.000000
## 9 7.000000
## 10 7.000000
## 11 1.000000
## 12 6.000000
## 13 5.000000
## 14 7.000000
## 15 1.000000
## 16 4.000000
## 17 3.000000
## 18 7.000000
## 19 7.000000
## 20 5.000000
## 21 7.000000
## 22 7.000000
## 23 5.000000
## 24 3.000000
## 25 7.000000
## 26 5.000000
## 27 7.000000
## 28 6.000000
## 29 2.000000
## 30 6.000000
## 31 7.000000
## 32 7.000000
## 33 7.000000
## 34 7.000000
## 35 3.000000
## 36 7.000000
## 37 5.000000
## 38 7.000000
## 39 5.000000
## 40 3.000000
## 41 5.000000
## 42 7.000000
## 43 7.000000
## 44 6.000000
## 45 7.000000
## 46 4.000000
## 47 7.000000
## 48 7.000000
## 49 3.000000
## 50 6.000000
## 51 7.000000
## 52 7.000000
## 53 7.000000
## 54 3.000000
## 55 7.000000
## 56 5.000000
## 57 7.000000
## 58 6.000000
## 59 7.000000
## 60 7.000000
## 61 4.000000
## 62 7.000000
## 63 1.000000
## 64 7.000000
## 65 6.000000
## 66 7.000000
## 67 6.000000
## 68 5.000000
## 69 6.000000
## 70 6.000000
## 71 6.000000
## 72 1.000000
## 73 5.000000
## 74 7.000000
## 75 6.000000
## 76 7.000000
## 77 6.000000
## 78 1.000000
## 79 7.000000
## 80 7.000000
## 81 5.000000
## 82 7.000000
## 83 7.000000
## 84 1.000000
## 85 6.000000
## 86 7.000000
## 87 7.000000
## 88 7.000000
## 89 5.000000
## 90 6.000000
## 91 6.000000
## 92 6.000000
## 93 7.000000
## 94 7.000000
## 95 7.000000
## 96 6.000000
## 97 7.000000
## 98 6.000000
## 99 5.000000
## 100 7.000000
## 101 6.000000
## 102 1.000000
## 103 5.000000
## 104 3.000000
## 105 5.000000
## 106 1.000000
## 107 7.000000
## 108 7.000000
## 109 7.000000
## 110 5.000000
## 111 7.000000
## 112 7.000000
## 113 6.000000
## 114 7.000000
## 115 7.000000
## 116 7.000000
## 117 6.000000
## 118 6.000000
## 119 1.000000
## 120 7.000000
## 121 7.000000
## 122 3.000000
## 123 7.000000
## 124 6.000000
## 125 6.000000
## 126 7.000000
## 127 6.000000
## 128 5.000000
## 129 7.000000
## 130 6.000000
## 131 7.000000
## 132 7.000000
## 133 6.000000
## 134 3.000000
## 135 7.000000
## 136 5.000000
## 137 7.000000
## 138 7.000000
## 139 7.000000
## 140 5.000000
## 141 7.000000
## 142 5.000000
## 143 6.000000
## 144 1.000000
## 145 5.000000
## 146 5.000000
## 147 7.000000
## 148 7.000000
## 149 2.000000
## 150 6.000000
## 151 5.000000
## 152 7.000000
## 153 7.000000
## 154 6.000000
## 155 3.000000
## 156 7.000000
## 157 7.000000
## 158 6.000000
## 159 7.000000
## 160 3.000000
## 161 7.000000
## 162 5.000000
## 163 5.000000
## 164 6.000000
## 165 5.000000
## 166 7.000000
## 167 7.000000
## 168 7.000000
## 169 6.000000
## 170 5.000000
## 171 7.000000
## 172 3.000000
## 173 7.000000
## 174 7.000000
## 175 7.000000
## 176 7.000000
## 177 6.000000
## 178 5.651026
## 179 3.000000
## 180 7.000000
## 181 7.000000
## 182 7.000000
## 183 6.000000
## 184 7.000000
## 185 6.000000
## 186 4.000000
## 187 7.000000
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## 343 5 1 5 5 4 5 5 5 5
## 344 5 4 6 6 5 4 4 4 6
## perf_global qual_1 qual_2 qual_3 qual_4 qual_5 qual_6 qual_7 qual_8
## 1 6 5 6 4 2 4 4 2 5
## 2 6 6 6 6 6 5 6 6 5
## 3 5 3 4 3 4 3 5 4 4
## 4 6 5 6 6 7 5 4 5 6
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## 10 6 6 6 5 6 7 7 4 7
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## 16 6 4 5 5 4 4 3 3 5
## 17 7 7 7 6 6 1 7 2 7
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## 19 7 7 7 7 1 7 3 5 7
## 20 6 6 4 5 6 6 6 5 7
## 21 4 1 2 2 5 3 3 1 2
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## 23 7 7 6 5 6 6 5 3 6
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## 29 3 1 2 1 1 1 1 1 3
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## 342 3 6 1 3 3 6 3 2 3
## 343 5 6 3 5 4 7 5 5 4
## 344 6 7 6 7 6 6 7 5 6
## qual_global like_1 like_2 like_3 comp_1 comp_2 comp_3 cusl_1 cusl_2 cusl_3
## 1 6 3 1 2 4 5 5 5 3 3
## 2 6 6 6 6 6 7 6 7 7 7
## 3 5 5 5 5 4 5 2 7 7 5
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## 8 6 4 3 4 6 6 6 5 4 6
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## 10 7 6 6 6 6 5 5 6 6 7
## 11 7 4 4 4 4 4 4 4 2 1
## 12 6 4 6 5 3 6 2 4 5 6
## 13 4 2 4 4 3 3 4 4 5 5
## 14 7 3 4 7 5 7 7 7 7 7
## 15 6 6 4 7 3 7 7 4 1 1
## 16 5 3 2 3 3 3 3 4 4 4
## 17 7 3 5 3 6 7 6 2 1 3
## 18 6 6 7 6 6 7 6 6 6 7
## 19 7 5 6 6 6 7 7 6 7 7
## 20 7 5 6 6 5 6 6 5 5 5
## 21 5 1 1 1 2 3 3 3 3 7
## 22 7 7 7 7 7 7 7 7 7 7
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## 24 6 5 4 2 4 4 3 4 1 3
## 25 5 4 5 4 5 5 5 5 7 7
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## 29 3 1 1 1 1 3 1 1 1 2
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## 46 7 2 1 3 2 4 3 5 5 4
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## 65 4 4 4 3
## 66 5 3 5 4
## 67 4 3 4 3
## 68 2 3 2 1
## 69 5 4 5 4
## 70 5 3 5 4
## 71 4 4 4 3
## 72 5 1 3 4
## 73 4 2 5 3
## 74 3 1 2 2
## 75 3 5 3 2
## 76 5 1 5 4
## 77 2 3 3 1
## 78 1 2 1 1
## 79 3 3 4 2
## 80 1 2 2 1
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## 82 5 3 5 4
## 83 3 3 3 2
## 84 3 4 3 2
## 85 5 4 5 4
## 86 5 3 5 4
## 87 3 3 2 2
## 88 5 4 2 4
## 89 5 3 5 4
## 90 4 3 3 3
## 91 5 3 5 4
## 92 5 4 5 4
## 93 4 1 4 3
## 94 5 5 5 4
## 95 3 3 4 2
## 96 4 3 3 3
## 97 3 3 3 2
## 98 5 5 5 4
## 99 5 3 5 4
## 100 5 5 5 4
## 101 3 4 5 2
## 102 4 2 3 3
## 103 5 5 3 4
## 104 1 1 1 1
## 105 5 3 4 4
## 106 2 2 2 1
## 107 4 2 4 3
## 108 3 3 3 2
## 109 5 3 5 4
## 110 4 2 4 3
## 111 5 4 3 4
## 112 3 5 4 2
## 113 5 5 5 4
## 114 1 2 5 1
## 115 5 5 5 4
## 116 5 5 5 4
## 117 4 4 4 3
## 118 2 1 2 1
## 119 5 1 5 4
## 120 5 5 5 4
## 121 5 5 5 4
## 122 5 4 5 4
## 123 5 5 5 4
## 124 1 3 2 1
## 125 5 4 5 4
## 126 2 3 1 1
## 127 5 5 4 4
## 128 2 1 2 1
## 129 1 2 3 1
## 130 2 2 3 1
## 131 2 3 2 1
## 132 1 5 5 1
## 133 4 4 5 3
## 134 2 3 2 1
## 135 5 2 2 4
## 136 1 1 5 1
## 137 5 5 5 4
## 138 4 5 4 3
## 139 5 5 5 4
## 140 3 1 2 2
## 141 5 5 5 4
## 142 5 4 5 4
## 143 5 3 5 4
## 144 3 2 1 2
## 145 5 4 3 4
## 146 4 2 4 3
## 147 5 4 4 4
## 148 5 5 5 4
## 149 3 3 3 2
## 150 4 5 3 3
## 151 5 3 3 4
## 152 5 5 5 4
## 153 5 4 4 4
## 154 5 4 5 4
## 155 5 4 5 4
## 156 4 5 4 3
## 157 5 5 5 4
## 158 2 3 4 1
## 159 3 3 4 2
## 160 5 4 4 4
## 161 5 5 5 4
## 162 5 2 3 4
## 163 4 3 2 3
## 164 3 3 3 2
## 165 1 2 3 1
## 166 5 5 5 4
## 167 5 5 5 4
## 168 5 3 4 4
## 169 4 5 5 3
## 170 4 3 4 3
## 171 4 5 5 3
## 172 4 4 4 3
## 173 5 3 4 4
## 174 2 2 3 1
## 175 4 5 3 3
## 176 5 5 5 4
## 177 3 4 5 2
## 178 4 4 4 3
## 179 3 3 3 2
## 180 5 5 5 4
## 181 5 5 5 4
## 182 2 2 3 1
## 183 3 3 4 2
## 184 3 4 4 2
## 185 4 4 5 3
## 186 1 1 3 1
## 187 4 4 5 3
## 188 5 5 5 4
## 189 2 2 2 1
## 190 4 4 4 3
## 191 4 2 5 3
## 192 4 4 1 3
## 193 2 2 4 1
## 194 3 4 4 2
## 195 4 4 5 3
## 196 5 4 4 4
## 197 1 3 1 1
## 198 1 5 5 1
## 199 5 4 4 4
## 200 5 4 5 4
## 201 5 4 4 4
## 202 4 2 2 3
## 203 5 5 5 4
## 204 4 3 4 3
## 205 3 3 3 2
## 206 5 5 5 4
## 207 4 3 3 3
## 208 5 4 5 4
## 209 5 5 5 4
## 210 5 4 5 4
## 211 5 3 3 4
## 212 4 3 5 3
## 213 4 1 2 3
## 214 3 2 3 2
## 215 4 4 5 3
## 216 4 4 3 3
## 217 4 5 3 3
## 218 5 5 5 4
## 219 4 2 3 3
## 220 2 3 1 1
## 221 5 3 1 4
## 222 2 2 3 1
## 223 5 5 4 4
## 224 4 3 4 3
## 225 4 3 4 3
## 226 2 2 5 1
## 227 5 2 5 4
## 228 4 3 5 3
## 229 5 5 5 4
## 230 5 5 5 4
## 231 5 4 5 4
## 232 3 5 5 2
## 233 2 1 2 1
## 234 2 2 3 1
## 235 5 4 5 4
## 236 3 5 5 2
## 237 5 5 5 4
## 238 5 4 5 4
## 239 4 2 2 3
## 240 1 4 2 1
## 241 4 4 5 3
## 242 4 5 4 3
## 243 4 3 4 3
## 244 4 3 5 3
## 245 1 1 1 1
## 246 4 4 4 3
## 247 3 5 5 2
## 248 5 5 5 4
## 249 3 5 5 2
## 250 2 4 5 1
## 251 4 4 4 3
## 252 5 3 3 4
## 253 3 3 2 2
## 254 4 3 4 3
## 255 5 4 5 4
## 256 3 3 5 2
## 257 5 5 5 4
## 258 3 4 5 2
## 259 5 5 5 4
## 260 3 3 4 2
## 261 5 3 5 4
## 262 5 1 4 4
## 263 4 2 1 3
## 264 5 4 5 4
## 265 4 3 5 3
## 266 5 3 5 4
## 267 5 2 5 4
## 268 2 2 4 1
## 269 4 3 3 3
## 270 3 2 3 2
## 271 3 3 3 2
## 272 5 5 5 4
## 273 3 4 4 2
## 274 4 5 5 3
## 275 4 4 5 3
## 276 3 1 3 2
## 277 4 3 4 3
## 278 1 1 4 1
## 279 4 2 3 3
## 280 4 1 4 3
## 281 3 2 3 2
## 282 4 5 5 3
## 283 5 3 5 4
## 284 2 2 4 1
## 285 5 4 5 4
## 286 3 1 2 2
## 287 2 4 4 1
## 288 4 3 4 3
## 289 5 5 5 4
## 290 5 4 5 4
## 291 1 1 2 1
## 292 5 1 2 4
## 293 5 4 5 4
## 294 4 2 3 3
## 295 2 2 3 1
## 296 4 1 4 3
## 297 1 1 1 1
## 298 2 4 3 1
## 299 1 2 2 1
## 300 3 3 4 2
## 301 5 4 5 4
## 302 5 4 5 4
## 303 3 2 4 2
## 304 4 4 5 3
## 305 5 3 5 4
## 306 5 4 4 4
## 307 5 5 5 4
## 308 2 4 2 1
## 309 2 1 1 1
## 310 4 5 5 3
## 311 2 1 2 1
## 312 3 5 4 2
## 313 5 5 5 4
## 314 4 4 5 3
## 315 5 5 5 4
## 316 3 4 3 2
## 317 3 1 3 2
## 318 3 4 4 2
## 319 3 1 2 2
## 320 5 5 5 4
## 321 3 2 4 2
## 322 4 5 3 3
## 323 2 2 3 1
## 324 5 5 4 4
## 325 5 5 5 4
## 326 5 4 5 4
## 327 5 4 5 4
## 328 2 2 3 1
## 329 2 2 3 1
## 330 5 3 5 4
## 331 4 3 4 3
## 332 2 2 4 1
## 333 5 4 5 4
## 334 3 5 4 2
## 335 1 2 2 1
## 336 4 1 4 3
## 337 5 4 5 4
## 338 1 2 1 1
## 339 4 3 3 3
## 340 3 3 3 2
## 341 5 5 5 4
## 342 2 1 5 1
## 343 4 4 5 3
## 344 5 4 5 4
##
## $measurement_model
## $composite
## [1] "COMPETIVENESS" "comp_1" "A" "COMPETIVENESS"
## [5] "comp_2" "A" "COMPETIVENESS" "comp_3"
## [9] "A"
## attr(,"class")
## [1] "character" "construct" "composite"
##
## $composite
## [1] "LIKE" "like_1" "A" "LIKE" "like_2" "A" "LIKE" "like_3"
## [9] "A"
## attr(,"class")
## [1] "character" "construct" "composite"
##
## $composite
## [1] "CUSA" "cusa" "A"
## attr(,"class")
## [1] "character" "construct" "composite"
##
## $composite
## [1] "CUSL" "cusl_1" "A" "CUSL" "cusl_2" "A" "CUSL" "cusl_3"
## [9] "A"
## attr(,"class")
## [1] "character" "construct" "composite"
##
## attr(,"class")
## [1] "list" "measurement_model" "seminr_model"
##
## $structural_model
## source target
## [1,] "COMPETIVENESS" "CUSA"
## [2,] "LIKE" "CUSA"
## [3,] "COMPETIVENESS" "CUSL"
## [4,] "LIKE" "CUSL"
## [5,] "CUSA" "CUSL"
## attr(,"class")
## [1] "matrix" "array" "structural_model" "seminr_model"
##
## $settings
## $settings$inner_weights
## function (smMatrix, construct_scores, dependant, paths_matrix)
## {
## inner_paths <- stats::cor(construct_scores, construct_scores) *
## t(paths_matrix)
## for (i in 1:length(dependant)) {
## independant <- smMatrix[smMatrix[, "target"] == dependant[i],
## "source"]
## inner_paths[independant, dependant[i]] = solve(t(construct_scores[,
## independant]) %*% construct_scores[, independant],
## t(construct_scores[, independant]) %*% construct_scores[,
## dependant[i]])
## }
## return(inner_paths)
## }
## <bytecode: 0x000001be7f0086a8>
## <environment: namespace:seminr>
##
## $settings$missing_value
## [1] "-99"
##
## $settings$maxIt
## [1] 300
##
## $settings$stopCriterion
## [1] 7
##
## $settings$missing
## function (data)
## {
## for (i in 1:ncol(data)) {
## colmean <- mean(data[, i][!(is.na(data[, i]))])
## data[, i][is.na(data[, i])] <- colmean
## }
## return(data)
## }
## <bytecode: 0x000001be7f507bd8>
## <environment: namespace:seminr>
##
##
## $boot_paths
## , , 1
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2560104 0.1159425
## LIKE 0 0 0.3452445 0.3115536
## CUSA 0 0 0.0000000 0.4925783
## CUSL 0 0 0.0000000 0.0000000
##
## , , 2
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1006187 -0.07582211
## LIKE 0 0 0.4481344 0.37009611
## CUSA 0 0 0.0000000 0.55160319
## CUSL 0 0 0.0000000 0.00000000
##
## , , 3
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2048192 -0.07571206
## LIKE 0 0 0.3906058 0.41844813
## CUSA 0 0 0.0000000 0.50405703
## CUSL 0 0 0.0000000 0.00000000
##
## , , 4
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2697110 0.04163797
## LIKE 0 0 0.3446091 0.27769785
## CUSA 0 0 0.0000000 0.51660093
## CUSL 0 0 0.0000000 0.00000000
##
## , , 5
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2935277 0.007620552
## LIKE 0 0 0.2799470 0.329248673
## CUSA 0 0 0.0000000 0.494278171
## CUSL 0 0 0.0000000 0.000000000
##
## , , 6
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1911214 -0.06624942
## LIKE 0 0 0.3793678 0.35319367
## CUSA 0 0 0.0000000 0.55177675
## CUSL 0 0 0.0000000 0.00000000
##
## , , 7
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1334576 0.002722099
## LIKE 0 0 0.5049478 0.334207391
## CUSA 0 0 0.0000000 0.526004215
## CUSL 0 0 0.0000000 0.000000000
##
## , , 8
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2162741 0.1383945
## LIKE 0 0 0.3616433 0.2810545
## CUSA 0 0 0.0000000 0.4268282
## CUSL 0 0 0.0000000 0.0000000
##
## , , 9
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.09448767 0.03337527
## LIKE 0 0 0.48689268 0.39111585
## CUSA 0 0 0.00000000 0.43995300
## CUSL 0 0 0.00000000 0.00000000
##
## , , 10
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2430660 -0.07112268
## LIKE 0 0 0.3684083 0.36578488
## CUSA 0 0 0.0000000 0.55346687
## CUSL 0 0 0.0000000 0.00000000
##
## , , 11
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3016417 -0.0509032
## LIKE 0 0 0.3469545 0.3610962
## CUSA 0 0 0.0000000 0.5139482
## CUSL 0 0 0.0000000 0.0000000
##
## , , 12
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1877766 -0.008889574
## LIKE 0 0 0.4573788 0.289754440
## CUSA 0 0 0.0000000 0.561147063
## CUSL 0 0 0.0000000 0.000000000
##
## , , 13
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1119080 0.06770143
## LIKE 0 0 0.4472819 0.34429552
## CUSA 0 0 0.0000000 0.46812181
## CUSL 0 0 0.0000000 0.00000000
##
## , , 14
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1143468 -0.1749816
## LIKE 0 0 0.5383105 0.4481612
## CUSA 0 0 0.0000000 0.5529353
## CUSL 0 0 0.0000000 0.0000000
##
## , , 15
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1329544 0.002345499
## LIKE 0 0 0.4388691 0.344929803
## CUSA 0 0 0.0000000 0.525504087
## CUSL 0 0 0.0000000 0.000000000
##
## , , 16
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2095962 -0.07507364
## LIKE 0 0 0.4005513 0.45163229
## CUSA 0 0 0.0000000 0.43278635
## CUSL 0 0 0.0000000 0.00000000
##
## , , 17
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08864524 -0.0003773971
## LIKE 0 0 0.55525902 0.2654435190
## CUSA 0 0 0.00000000 0.5300322630
## CUSL 0 0 0.00000000 0.0000000000
##
## , , 18
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2191723 0.01257425
## LIKE 0 0 0.3823379 0.31277674
## CUSA 0 0 0.0000000 0.55175430
## CUSL 0 0 0.0000000 0.00000000
##
## , , 19
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1237177 0.004123328
## LIKE 0 0 0.4950076 0.382632731
## CUSA 0 0 0.0000000 0.518457506
## CUSL 0 0 0.0000000 0.000000000
##
## , , 20
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1348132 0.02491607
## LIKE 0 0 0.4978845 0.27351981
## CUSA 0 0 0.0000000 0.55719506
## CUSL 0 0 0.0000000 0.00000000
##
## , , 21
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2136672 0.01562967
## LIKE 0 0 0.3540715 0.35077096
## CUSA 0 0 0.0000000 0.47335808
## CUSL 0 0 0.0000000 0.00000000
##
## , , 22
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.160208 -0.003394315
## LIKE 0 0 0.460014 0.339192935
## CUSA 0 0 0.000000 0.556294506
## CUSL 0 0 0.000000 0.000000000
##
## , , 23
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2441451 -0.06064325
## LIKE 0 0 0.3987800 0.41809694
## CUSA 0 0 0.0000000 0.50028336
## CUSL 0 0 0.0000000 0.00000000
##
## , , 24
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.07079434 0.05731619
## LIKE 0 0 0.49220374 0.33952365
## CUSA 0 0 0.00000000 0.49068249
## CUSL 0 0 0.00000000 0.00000000
##
## , , 25
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.05027553 -0.01996677
## LIKE 0 0 0.50546027 0.40816645
## CUSA 0 0 0.00000000 0.49229955
## CUSL 0 0 0.00000000 0.00000000
##
## , , 26
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1702776 -0.004222033
## LIKE 0 0 0.4478519 0.332348819
## CUSA 0 0 0.0000000 0.482038765
## CUSL 0 0 0.0000000 0.000000000
##
## , , 27
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1743146 -0.05063564
## LIKE 0 0 0.4451336 0.39093361
## CUSA 0 0 0.0000000 0.52941628
## CUSL 0 0 0.0000000 0.00000000
##
## , , 28
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08604187 -0.03585228
## LIKE 0 0 0.44862063 0.30653855
## CUSA 0 0 0.00000000 0.54354428
## CUSL 0 0 0.00000000 0.00000000
##
## , , 29
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1881976 0.02916259
## LIKE 0 0 0.4309380 0.31611970
## CUSA 0 0 0.0000000 0.48089039
## CUSL 0 0 0.0000000 0.00000000
##
## , , 30
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2130316 0.07106282
## LIKE 0 0 0.3973823 0.29080712
## CUSA 0 0 0.0000000 0.45506725
## CUSL 0 0 0.0000000 0.00000000
##
## , , 31
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1196773 0.05140171
## LIKE 0 0 0.4582222 0.35763086
## CUSA 0 0 0.0000000 0.47346309
## CUSL 0 0 0.0000000 0.00000000
##
## , , 32
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3019690 0.07113998
## LIKE 0 0 0.3978073 0.22600071
## CUSA 0 0 0.0000000 0.60884768
## CUSL 0 0 0.0000000 0.00000000
##
## , , 33
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1591764 -0.0609401
## LIKE 0 0 0.3552378 0.3929533
## CUSA 0 0 0.0000000 0.5062483
## CUSL 0 0 0.0000000 0.0000000
##
## , , 34
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1611314 -0.1168017
## LIKE 0 0 0.4663271 0.4359755
## CUSA 0 0 0.0000000 0.4857039
## CUSL 0 0 0.0000000 0.0000000
##
## , , 35
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2510836 0.06559277
## LIKE 0 0 0.3760809 0.35057711
## CUSA 0 0 0.0000000 0.45335960
## CUSL 0 0 0.0000000 0.00000000
##
## , , 36
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1534343 -0.009032612
## LIKE 0 0 0.4753995 0.353545906
## CUSA 0 0 0.0000000 0.458579040
## CUSL 0 0 0.0000000 0.000000000
##
## , , 37
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.09882979 0.0640976
## LIKE 0 0 0.41886895 0.2523896
## CUSA 0 0 0.00000000 0.5639749
## CUSL 0 0 0.00000000 0.0000000
##
## , , 38
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1361871 -0.03574363
## LIKE 0 0 0.4500980 0.39030460
## CUSA 0 0 0.0000000 0.48556912
## CUSL 0 0 0.0000000 0.00000000
##
## , , 39
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1561404 0.01063915
## LIKE 0 0 0.4212387 0.36514944
## CUSA 0 0 0.0000000 0.51663641
## CUSL 0 0 0.0000000 0.00000000
##
## , , 40
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2180414 -0.06285075
## LIKE 0 0 0.3652738 0.39743017
## CUSA 0 0 0.0000000 0.53879406
## CUSL 0 0 0.0000000 0.00000000
##
## , , 41
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2112928 0.000462803
## LIKE 0 0 0.4169030 0.349686728
## CUSA 0 0 0.0000000 0.545451199
## CUSL 0 0 0.0000000 0.000000000
##
## , , 42
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1496859 -0.04583959
## LIKE 0 0 0.4509002 0.33967233
## CUSA 0 0 0.0000000 0.47698167
## CUSL 0 0 0.0000000 0.00000000
##
## , , 43
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1647991 -0.01204913
## LIKE 0 0 0.4445091 0.35841514
## CUSA 0 0 0.0000000 0.52396319
## CUSL 0 0 0.0000000 0.00000000
##
## , , 44
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1760306 0.03744076
## LIKE 0 0 0.2785048 0.38268554
## CUSA 0 0 0.0000000 0.47226653
## CUSL 0 0 0.0000000 0.00000000
##
## , , 45
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2304330 0.04441835
## LIKE 0 0 0.4074776 0.34463885
## CUSA 0 0 0.0000000 0.47852462
## CUSL 0 0 0.0000000 0.00000000
##
## , , 46
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2001870 0.02905478
## LIKE 0 0 0.3535742 0.39759366
## CUSA 0 0 0.0000000 0.44904261
## CUSL 0 0 0.0000000 0.00000000
##
## , , 47
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1081948 0.02014141
## LIKE 0 0 0.4454974 0.24785987
## CUSA 0 0 0.0000000 0.52720369
## CUSL 0 0 0.0000000 0.00000000
##
## , , 48
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.07797356 -0.06193475
## LIKE 0 0 0.48778026 0.41194434
## CUSA 0 0 0.00000000 0.49903997
## CUSL 0 0 0.00000000 0.00000000
##
## , , 49
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1053475 -0.0849881
## LIKE 0 0 0.4103999 0.3936059
## CUSA 0 0 0.0000000 0.5334238
## CUSL 0 0 0.0000000 0.0000000
##
## , , 50
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1198112 0.08248905
## LIKE 0 0 0.4798641 0.29421378
## CUSA 0 0 0.0000000 0.47740766
## CUSL 0 0 0.0000000 0.00000000
##
## , , 51
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1101248 -0.06609568
## LIKE 0 0 0.4611712 0.35322743
## CUSA 0 0 0.0000000 0.57837146
## CUSL 0 0 0.0000000 0.00000000
##
## , , 52
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1521003 0.05699803
## LIKE 0 0 0.4600610 0.30931119
## CUSA 0 0 0.0000000 0.55355816
## CUSL 0 0 0.0000000 0.00000000
##
## , , 53
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2173552 -0.001895651
## LIKE 0 0 0.3914548 0.340467635
## CUSA 0 0 0.0000000 0.539586128
## CUSL 0 0 0.0000000 0.000000000
##
## , , 54
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2150548 0.02010124
## LIKE 0 0 0.4052937 0.34016847
## CUSA 0 0 0.0000000 0.45470469
## CUSL 0 0 0.0000000 0.00000000
##
## , , 55
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1465097 0.07647054
## LIKE 0 0 0.4415334 0.27371691
## CUSA 0 0 0.0000000 0.43298333
## CUSL 0 0 0.0000000 0.00000000
##
## , , 56
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2749549 0.0219254
## LIKE 0 0 0.3380720 0.3951875
## CUSA 0 0 0.0000000 0.4845967
## CUSL 0 0 0.0000000 0.0000000
##
## , , 57
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.04071487 0.05704272
## LIKE 0 0 0.49308332 0.33265654
## CUSA 0 0 0.00000000 0.51927693
## CUSL 0 0 0.00000000 0.00000000
##
## , , 58
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1785658 -0.06285805
## LIKE 0 0 0.4766387 0.39953880
## CUSA 0 0 0.0000000 0.51625553
## CUSL 0 0 0.0000000 0.00000000
##
## , , 59
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.07480737 0.09760549
## LIKE 0 0 0.50216294 0.24662273
## CUSA 0 0 0.00000000 0.51289874
## CUSL 0 0 0.00000000 0.00000000
##
## , , 60
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1000856 0.01154695
## LIKE 0 0 0.3940914 0.35077106
## CUSA 0 0 0.0000000 0.52150153
## CUSL 0 0 0.0000000 0.00000000
##
## , , 61
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2620023 -0.03447193
## LIKE 0 0 0.3633191 0.35406882
## CUSA 0 0 0.0000000 0.54351286
## CUSL 0 0 0.0000000 0.00000000
##
## , , 62
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1422739 -0.003195697
## LIKE 0 0 0.4885415 0.391437774
## CUSA 0 0 0.0000000 0.516085447
## CUSL 0 0 0.0000000 0.000000000
##
## , , 63
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08685332 0.09381991
## LIKE 0 0 0.52175058 0.30657678
## CUSA 0 0 0.00000000 0.45713763
## CUSL 0 0 0.00000000 0.00000000
##
## , , 64
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1640800 -0.001564558
## LIKE 0 0 0.4760151 0.370916185
## CUSA 0 0 0.0000000 0.497754169
## CUSL 0 0 0.0000000 0.000000000
##
## , , 65
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2903650 -0.1162119
## LIKE 0 0 0.3784188 0.3709266
## CUSA 0 0 0.0000000 0.5902422
## CUSL 0 0 0.0000000 0.0000000
##
## , , 66
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1897856 0.01852806
## LIKE 0 0 0.4397014 0.37156764
## CUSA 0 0 0.0000000 0.45139392
## CUSL 0 0 0.0000000 0.00000000
##
## , , 67
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1385429 0.02632349
## LIKE 0 0 0.4459488 0.32157608
## CUSA 0 0 0.0000000 0.48641662
## CUSL 0 0 0.0000000 0.00000000
##
## , , 68
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.02937043 0.007408138
## LIKE 0 0 0.62894018 0.368594044
## CUSA 0 0 0.00000000 0.498589666
## CUSL 0 0 0.00000000 0.000000000
##
## , , 69
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.09107806 0.08735738
## LIKE 0 0 0.48884380 0.24860656
## CUSA 0 0 0.00000000 0.57446110
## CUSL 0 0 0.00000000 0.00000000
##
## , , 70
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3330012 -0.0259201
## LIKE 0 0 0.3032313 0.3780864
## CUSA 0 0 0.0000000 0.5104132
## CUSL 0 0 0.0000000 0.0000000
##
## , , 71
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1757222 0.1371079
## LIKE 0 0 0.3903940 0.2643935
## CUSA 0 0 0.0000000 0.4619718
## CUSL 0 0 0.0000000 0.0000000
##
## , , 72
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1782200 -0.0499962
## LIKE 0 0 0.4128545 0.3791924
## CUSA 0 0 0.0000000 0.5495819
## CUSL 0 0 0.0000000 0.0000000
##
## , , 73
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2112470 0.03023241
## LIKE 0 0 0.4645494 0.30212384
## CUSA 0 0 0.0000000 0.52470011
## CUSL 0 0 0.0000000 0.00000000
##
## , , 74
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1713353 -0.08317633
## LIKE 0 0 0.4693007 0.38167713
## CUSA 0 0 0.0000000 0.50895944
## CUSL 0 0 0.0000000 0.00000000
##
## , , 75
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08842496 -0.02741884
## LIKE 0 0 0.42607906 0.32418436
## CUSA 0 0 0.00000000 0.52801428
## CUSL 0 0 0.00000000 0.00000000
##
## , , 76
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1089691 -0.03485845
## LIKE 0 0 0.4695066 0.35704896
## CUSA 0 0 0.0000000 0.49405569
## CUSL 0 0 0.0000000 0.00000000
##
## , , 77
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1913799 0.01064724
## LIKE 0 0 0.3381485 0.31718876
## CUSA 0 0 0.0000000 0.50385889
## CUSL 0 0 0.0000000 0.00000000
##
## , , 78
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1714086 0.001883671
## LIKE 0 0 0.4327864 0.294650341
## CUSA 0 0 0.0000000 0.532979428
## CUSL 0 0 0.0000000 0.000000000
##
## , , 79
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2062224 -0.05936267
## LIKE 0 0 0.4138057 0.38163143
## CUSA 0 0 0.0000000 0.48827226
## CUSL 0 0 0.0000000 0.00000000
##
## , , 80
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2441263 -0.09258453
## LIKE 0 0 0.3920916 0.39051494
## CUSA 0 0 0.0000000 0.53930466
## CUSL 0 0 0.0000000 0.00000000
##
## , , 81
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1614310 -0.02822593
## LIKE 0 0 0.4009149 0.43299217
## CUSA 0 0 0.0000000 0.50749596
## CUSL 0 0 0.0000000 0.00000000
##
## , , 82
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.003135737 0.06249697
## LIKE 0 0 0.625094068 0.26581962
## CUSA 0 0 0.000000000 0.55771712
## CUSL 0 0 0.000000000 0.00000000
##
## , , 83
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2241794 0.03072105
## LIKE 0 0 0.3866271 0.35123899
## CUSA 0 0 0.0000000 0.48830852
## CUSL 0 0 0.0000000 0.00000000
##
## , , 84
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1749139 0.03624761
## LIKE 0 0 0.4537625 0.27186192
## CUSA 0 0 0.0000000 0.54362351
## CUSL 0 0 0.0000000 0.00000000
##
## , , 85
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2322641 0.1385846
## LIKE 0 0 0.3534456 0.2718744
## CUSA 0 0 0.0000000 0.4293438
## CUSL 0 0 0.0000000 0.0000000
##
## , , 86
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1829702 -0.04930899
## LIKE 0 0 0.3841800 0.39765935
## CUSA 0 0 0.0000000 0.48338407
## CUSL 0 0 0.0000000 0.00000000
##
## , , 87
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.04195331 -0.07514598
## LIKE 0 0 0.51364436 0.36558181
## CUSA 0 0 0.00000000 0.55126352
## CUSL 0 0 0.00000000 0.00000000
##
## , , 88
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1514724 0.07648195
## LIKE 0 0 0.3877029 0.31104194
## CUSA 0 0 0.0000000 0.54514412
## CUSL 0 0 0.0000000 0.00000000
##
## , , 89
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1191633 -0.02072851
## LIKE 0 0 0.4197160 0.31906086
## CUSA 0 0 0.0000000 0.50644455
## CUSL 0 0 0.0000000 0.00000000
##
## , , 90
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1787967 0.0263185
## LIKE 0 0 0.4854985 0.2245591
## CUSA 0 0 0.0000000 0.5602497
## CUSL 0 0 0.0000000 0.0000000
##
## , , 91
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1224520 -0.09463053
## LIKE 0 0 0.4305858 0.46240920
## CUSA 0 0 0.0000000 0.45636890
## CUSL 0 0 0.0000000 0.00000000
##
## , , 92
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1994693 -0.0433560
## LIKE 0 0 0.4348883 0.4289739
## CUSA 0 0 0.0000000 0.4431284
## CUSL 0 0 0.0000000 0.0000000
##
## , , 93
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1510634 0.1160314
## LIKE 0 0 0.4658167 0.3235474
## CUSA 0 0 0.0000000 0.4123113
## CUSL 0 0 0.0000000 0.0000000
##
## , , 94
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1289827 -0.09124707
## LIKE 0 0 0.5035174 0.40391993
## CUSA 0 0 0.0000000 0.54019870
## CUSL 0 0 0.0000000 0.00000000
##
## , , 95
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.03540014 0.02895939
## LIKE 0 0 0.50452316 0.36027340
## CUSA 0 0 0.00000000 0.47430779
## CUSL 0 0 0.00000000 0.00000000
##
## , , 96
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3308102 -0.02935813
## LIKE 0 0 0.3346558 0.30213104
## CUSA 0 0 0.0000000 0.60118125
## CUSL 0 0 0.0000000 0.00000000
##
## , , 97
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.04724221 0.02940914
## LIKE 0 0 0.51185339 0.23673792
## CUSA 0 0 0.00000000 0.54284986
## CUSL 0 0 0.00000000 0.00000000
##
## , , 98
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1755744 -0.04967729
## LIKE 0 0 0.4853879 0.37663303
## CUSA 0 0 0.0000000 0.48838956
## CUSL 0 0 0.0000000 0.00000000
##
## , , 99
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1762982 -0.08756851
## LIKE 0 0 0.3731531 0.45556570
## CUSA 0 0 0.0000000 0.48655863
## CUSL 0 0 0.0000000 0.00000000
##
## , , 100
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.0750680 -0.01935247
## LIKE 0 0 0.4909957 0.39695546
## CUSA 0 0 0.0000000 0.44344115
## CUSL 0 0 0.0000000 0.00000000
##
##
## $boot_loadings
## , , 1
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8249676 0.0000000 0 0.0000000
## comp_2 0.8376515 0.0000000 0 0.0000000
## comp_3 0.8246870 0.0000000 0 0.0000000
## like_1 0.0000000 0.8850760 0 0.0000000
## like_2 0.0000000 0.8428717 0 0.0000000
## like_3 0.0000000 0.8547580 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8048385
## cusl_2 0.0000000 0.0000000 0 0.9064953
## cusl_3 0.0000000 0.0000000 0 0.8448762
##
## , , 2
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8932853 0.0000000 0 0.0000000
## comp_2 0.7702843 0.0000000 0 0.0000000
## comp_3 0.7596620 0.0000000 0 0.0000000
## like_1 0.0000000 0.8449478 0 0.0000000
## like_2 0.0000000 0.8781650 0 0.0000000
## like_3 0.0000000 0.8648887 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8276767
## cusl_2 0.0000000 0.0000000 0 0.9126308
## cusl_3 0.0000000 0.0000000 0 0.8231548
##
## , , 3
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8466917 0.0000000 0 0.0000000
## comp_2 0.7898338 0.0000000 0 0.0000000
## comp_3 0.8434565 0.0000000 0 0.0000000
## like_1 0.0000000 0.8615570 0 0.0000000
## like_2 0.0000000 0.8517560 0 0.0000000
## like_3 0.0000000 0.8416289 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7691556
## cusl_2 0.0000000 0.0000000 0 0.9040068
## cusl_3 0.0000000 0.0000000 0 0.8527031
##
## , , 4
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8572262 0.0000000 0 0.0000000
## comp_2 0.8071191 0.0000000 0 0.0000000
## comp_3 0.7937470 0.0000000 0 0.0000000
## like_1 0.0000000 0.8825960 0 0.0000000
## like_2 0.0000000 0.8707529 0 0.0000000
## like_3 0.0000000 0.8191968 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8228714
## cusl_2 0.0000000 0.0000000 0 0.9137894
## cusl_3 0.0000000 0.0000000 0 0.8452927
##
## , , 5
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8446710 0.0000000 0 0.0000000
## comp_2 0.7734389 0.0000000 0 0.0000000
## comp_3 0.8362728 0.0000000 0 0.0000000
## like_1 0.0000000 0.8867110 0 0.0000000
## like_2 0.0000000 0.8848912 0 0.0000000
## like_3 0.0000000 0.8383269 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7871729
## cusl_2 0.0000000 0.0000000 0 0.9104513
## cusl_3 0.0000000 0.0000000 0 0.8277156
##
## , , 6
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8704924 0.0000000 0 0.0000000
## comp_2 0.8014009 0.0000000 0 0.0000000
## comp_3 0.8158971 0.0000000 0 0.0000000
## like_1 0.0000000 0.8865969 0 0.0000000
## like_2 0.0000000 0.8707858 0 0.0000000
## like_3 0.0000000 0.8423334 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8210036
## cusl_2 0.0000000 0.0000000 0 0.9061868
## cusl_3 0.0000000 0.0000000 0 0.8439529
##
## , , 7
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8628467 0.0000000 0 0.0000000
## comp_2 0.7156027 0.0000000 0 0.0000000
## comp_3 0.7810817 0.0000000 0 0.0000000
## like_1 0.0000000 0.8724441 0 0.0000000
## like_2 0.0000000 0.8699141 0 0.0000000
## like_3 0.0000000 0.8307028 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8202609
## cusl_2 0.0000000 0.0000000 0 0.9242238
## cusl_3 0.0000000 0.0000000 0 0.8278323
##
## , , 8
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8499096 0.0000000 0 0.0000000
## comp_2 0.8127452 0.0000000 0 0.0000000
## comp_3 0.8141606 0.0000000 0 0.0000000
## like_1 0.0000000 0.8636982 0 0.0000000
## like_2 0.0000000 0.8704268 0 0.0000000
## like_3 0.0000000 0.8477985 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8182463
## cusl_2 0.0000000 0.0000000 0 0.9233786
## cusl_3 0.0000000 0.0000000 0 0.8509271
##
## , , 9
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8977719 0.0000000 0 0.0000000
## comp_2 0.7907258 0.0000000 0 0.0000000
## comp_3 0.8240544 0.0000000 0 0.0000000
## like_1 0.0000000 0.8958612 0 0.0000000
## like_2 0.0000000 0.8957671 0 0.0000000
## like_3 0.0000000 0.8960972 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8458617
## cusl_2 0.0000000 0.0000000 0 0.9344486
## cusl_3 0.0000000 0.0000000 0 0.8408116
##
## , , 10
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8425125 0.0000000 0 0.0000000
## comp_2 0.8121684 0.0000000 0 0.0000000
## comp_3 0.7830503 0.0000000 0 0.0000000
## like_1 0.0000000 0.8833930 0 0.0000000
## like_2 0.0000000 0.8875379 0 0.0000000
## like_3 0.0000000 0.8331182 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8531629
## cusl_2 0.0000000 0.0000000 0 0.9284440
## cusl_3 0.0000000 0.0000000 0 0.8500061
##
## , , 11
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8685398 0.0000000 0 0.0000000
## comp_2 0.7225371 0.0000000 0 0.0000000
## comp_3 0.7846046 0.0000000 0 0.0000000
## like_1 0.0000000 0.8714277 0 0.0000000
## like_2 0.0000000 0.8828146 0 0.0000000
## like_3 0.0000000 0.8615033 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8206814
## cusl_2 0.0000000 0.0000000 0 0.9149409
## cusl_3 0.0000000 0.0000000 0 0.8693179
##
## , , 12
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8646382 0.0000000 0 0.0000000
## comp_2 0.8360673 0.0000000 0 0.0000000
## comp_3 0.8158742 0.0000000 0 0.0000000
## like_1 0.0000000 0.8621574 0 0.0000000
## like_2 0.0000000 0.8292671 0 0.0000000
## like_3 0.0000000 0.8296478 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8425577
## cusl_2 0.0000000 0.0000000 0 0.9034189
## cusl_3 0.0000000 0.0000000 0 0.8494905
##
## , , 13
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8687081 0.0000000 0 0.0000000
## comp_2 0.7995165 0.0000000 0 0.0000000
## comp_3 0.8211991 0.0000000 0 0.0000000
## like_1 0.0000000 0.8841147 0 0.0000000
## like_2 0.0000000 0.8931754 0 0.0000000
## like_3 0.0000000 0.8501761 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8071336
## cusl_2 0.0000000 0.0000000 0 0.9269475
## cusl_3 0.0000000 0.0000000 0 0.8420407
##
## , , 14
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8778420 0.0000000 0 0.0000000
## comp_2 0.7945849 0.0000000 0 0.0000000
## comp_3 0.8028991 0.0000000 0 0.0000000
## like_1 0.0000000 0.8696690 0 0.0000000
## like_2 0.0000000 0.8732632 0 0.0000000
## like_3 0.0000000 0.8567580 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8301886
## cusl_2 0.0000000 0.0000000 0 0.9220191
## cusl_3 0.0000000 0.0000000 0 0.8874230
##
## , , 15
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8407783 0.0000000 0 0.0000000
## comp_2 0.8055468 0.0000000 0 0.0000000
## comp_3 0.8618768 0.0000000 0 0.0000000
## like_1 0.0000000 0.8657729 0 0.0000000
## like_2 0.0000000 0.8528086 0 0.0000000
## like_3 0.0000000 0.8270491 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8131558
## cusl_2 0.0000000 0.0000000 0 0.9138260
## cusl_3 0.0000000 0.0000000 0 0.8693065
##
## , , 16
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8560373 0.0000000 0 0.0000000
## comp_2 0.7987044 0.0000000 0 0.0000000
## comp_3 0.7751272 0.0000000 0 0.0000000
## like_1 0.0000000 0.8694696 0 0.0000000
## like_2 0.0000000 0.8868303 0 0.0000000
## like_3 0.0000000 0.8673536 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8332275
## cusl_2 0.0000000 0.0000000 0 0.9196769
## cusl_3 0.0000000 0.0000000 0 0.8517129
##
## , , 17
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8016029 0.0000000 0 0.0000000
## comp_2 0.7983841 0.0000000 0 0.0000000
## comp_3 0.8402011 0.0000000 0 0.0000000
## like_1 0.0000000 0.8421304 0 0.0000000
## like_2 0.0000000 0.8861166 0 0.0000000
## like_3 0.0000000 0.8454191 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8360472
## cusl_2 0.0000000 0.0000000 0 0.9271652
## cusl_3 0.0000000 0.0000000 0 0.8813373
##
## , , 18
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8713835 0.0000000 0 0.0000000
## comp_2 0.8239826 0.0000000 0 0.0000000
## comp_3 0.8455180 0.0000000 0 0.0000000
## like_1 0.0000000 0.8975487 0 0.0000000
## like_2 0.0000000 0.8839311 0 0.0000000
## like_3 0.0000000 0.8588793 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8264669
## cusl_2 0.0000000 0.0000000 0 0.9148950
## cusl_3 0.0000000 0.0000000 0 0.8178685
##
## , , 19
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8413042 0.0000000 0 0.0000000
## comp_2 0.8113470 0.0000000 0 0.0000000
## comp_3 0.8556300 0.0000000 0 0.0000000
## like_1 0.0000000 0.8692265 0 0.0000000
## like_2 0.0000000 0.8920845 0 0.0000000
## like_3 0.0000000 0.8648073 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8611580
## cusl_2 0.0000000 0.0000000 0 0.9198281
## cusl_3 0.0000000 0.0000000 0 0.8577208
##
## , , 20
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8699145 0.0000000 0 0.0000000
## comp_2 0.8014304 0.0000000 0 0.0000000
## comp_3 0.8296840 0.0000000 0 0.0000000
## like_1 0.0000000 0.8798038 0 0.0000000
## like_2 0.0000000 0.8769036 0 0.0000000
## like_3 0.0000000 0.8293105 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8306955
## cusl_2 0.0000000 0.0000000 0 0.9180691
## cusl_3 0.0000000 0.0000000 0 0.8408907
##
## , , 21
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8079170 0.0000000 0 0.0000000
## comp_2 0.7595257 0.0000000 0 0.0000000
## comp_3 0.8245504 0.0000000 0 0.0000000
## like_1 0.0000000 0.8792771 0 0.0000000
## like_2 0.0000000 0.8502408 0 0.0000000
## like_3 0.0000000 0.8417356 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7984964
## cusl_2 0.0000000 0.0000000 0 0.9138658
## cusl_3 0.0000000 0.0000000 0 0.8208328
##
## , , 22
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8431703 0.0000000 0 0.0000000
## comp_2 0.8269592 0.0000000 0 0.0000000
## comp_3 0.8591830 0.0000000 0 0.0000000
## like_1 0.0000000 0.8906092 0 0.0000000
## like_2 0.0000000 0.8700946 0 0.0000000
## like_3 0.0000000 0.8397728 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.9020176
## cusl_2 0.0000000 0.0000000 0 0.9453059
## cusl_3 0.0000000 0.0000000 0 0.8659548
##
## , , 23
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8493236 0.0000000 0 0.0000000
## comp_2 0.7848020 0.0000000 0 0.0000000
## comp_3 0.7936529 0.0000000 0 0.0000000
## like_1 0.0000000 0.8947423 0 0.0000000
## like_2 0.0000000 0.8836887 0 0.0000000
## like_3 0.0000000 0.8111691 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8488402
## cusl_2 0.0000000 0.0000000 0 0.9130477
## cusl_3 0.0000000 0.0000000 0 0.8385741
##
## , , 24
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8795092 0.0000000 0 0.0000000
## comp_2 0.7590179 0.0000000 0 0.0000000
## comp_3 0.8318522 0.0000000 0 0.0000000
## like_1 0.0000000 0.8516287 0 0.0000000
## like_2 0.0000000 0.8685964 0 0.0000000
## like_3 0.0000000 0.8336406 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8213213
## cusl_2 0.0000000 0.0000000 0 0.9262591
## cusl_3 0.0000000 0.0000000 0 0.8516004
##
## , , 25
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8806226 0.0000000 0 0.0000000
## comp_2 0.7152485 0.0000000 0 0.0000000
## comp_3 0.8081525 0.0000000 0 0.0000000
## like_1 0.0000000 0.8762015 0 0.0000000
## like_2 0.0000000 0.8814090 0 0.0000000
## like_3 0.0000000 0.8357513 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8171655
## cusl_2 0.0000000 0.0000000 0 0.9119350
## cusl_3 0.0000000 0.0000000 0 0.8315393
##
## , , 26
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8685816 0.0000000 0 0.0000000
## comp_2 0.7989382 0.0000000 0 0.0000000
## comp_3 0.8163677 0.0000000 0 0.0000000
## like_1 0.0000000 0.8714520 0 0.0000000
## like_2 0.0000000 0.8391653 0 0.0000000
## like_3 0.0000000 0.8466637 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7902424
## cusl_2 0.0000000 0.0000000 0 0.9067329
## cusl_3 0.0000000 0.0000000 0 0.8292368
##
## , , 27
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8540103 0.0000000 0 0.0000000
## comp_2 0.8026701 0.0000000 0 0.0000000
## comp_3 0.8491216 0.0000000 0 0.0000000
## like_1 0.0000000 0.8843832 0 0.0000000
## like_2 0.0000000 0.9025689 0 0.0000000
## like_3 0.0000000 0.8489853 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8694673
## cusl_2 0.0000000 0.0000000 0 0.9374983
## cusl_3 0.0000000 0.0000000 0 0.8358811
##
## , , 28
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8931647 0.0000000 0 0.0000000
## comp_2 0.7998530 0.0000000 0 0.0000000
## comp_3 0.7959727 0.0000000 0 0.0000000
## like_1 0.0000000 0.8480034 0 0.0000000
## like_2 0.0000000 0.8562086 0 0.0000000
## like_3 0.0000000 0.8421496 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8304828
## cusl_2 0.0000000 0.0000000 0 0.9092723
## cusl_3 0.0000000 0.0000000 0 0.8492452
##
## , , 29
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8162445 0.0000000 0 0.0000000
## comp_2 0.8276733 0.0000000 0 0.0000000
## comp_3 0.8638934 0.0000000 0 0.0000000
## like_1 0.0000000 0.8841775 0 0.0000000
## like_2 0.0000000 0.8645948 0 0.0000000
## like_3 0.0000000 0.8611627 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8206406
## cusl_2 0.0000000 0.0000000 0 0.9297363
## cusl_3 0.0000000 0.0000000 0 0.8788093
##
## , , 30
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8464752 0.0000000 0 0.0000000
## comp_2 0.7893035 0.0000000 0 0.0000000
## comp_3 0.8218047 0.0000000 0 0.0000000
## like_1 0.0000000 0.8711937 0 0.0000000
## like_2 0.0000000 0.8704878 0 0.0000000
## like_3 0.0000000 0.8495081 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8294082
## cusl_2 0.0000000 0.0000000 0 0.9130528
## cusl_3 0.0000000 0.0000000 0 0.8501480
##
## , , 31
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8369087 0.0000000 0 0.0000000
## comp_2 0.8042648 0.0000000 0 0.0000000
## comp_3 0.8322938 0.0000000 0 0.0000000
## like_1 0.0000000 0.8635929 0 0.0000000
## like_2 0.0000000 0.9015438 0 0.0000000
## like_3 0.0000000 0.8574590 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8259260
## cusl_2 0.0000000 0.0000000 0 0.9276236
## cusl_3 0.0000000 0.0000000 0 0.8158615
##
## , , 32
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8785576 0.0000000 0 0.0000000
## comp_2 0.8379502 0.0000000 0 0.0000000
## comp_3 0.8544744 0.0000000 0 0.0000000
## like_1 0.0000000 0.8943891 0 0.0000000
## like_2 0.0000000 0.8509051 0 0.0000000
## like_3 0.0000000 0.8600233 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8607468
## cusl_2 0.0000000 0.0000000 0 0.9351747
## cusl_3 0.0000000 0.0000000 0 0.8554938
##
## , , 33
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8450062 0.0000000 0 0.0000000
## comp_2 0.7596237 0.0000000 0 0.0000000
## comp_3 0.7887156 0.0000000 0 0.0000000
## like_1 0.0000000 0.8742694 0 0.0000000
## like_2 0.0000000 0.8835997 0 0.0000000
## like_3 0.0000000 0.7997948 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8108885
## cusl_2 0.0000000 0.0000000 0 0.9246716
## cusl_3 0.0000000 0.0000000 0 0.8406304
##
## , , 34
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8563353 0.0000000 0 0.0000000
## comp_2 0.7914338 0.0000000 0 0.0000000
## comp_3 0.8450125 0.0000000 0 0.0000000
## like_1 0.0000000 0.8837957 0 0.0000000
## like_2 0.0000000 0.8599687 0 0.0000000
## like_3 0.0000000 0.8769110 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8428423
## cusl_2 0.0000000 0.0000000 0 0.9140916
## cusl_3 0.0000000 0.0000000 0 0.8597647
##
## , , 35
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8526743 0.0000000 0 0.0000000
## comp_2 0.7540209 0.0000000 0 0.0000000
## comp_3 0.8310747 0.0000000 0 0.0000000
## like_1 0.0000000 0.8877597 0 0.0000000
## like_2 0.0000000 0.8375011 0 0.0000000
## like_3 0.0000000 0.8184006 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8165601
## cusl_2 0.0000000 0.0000000 0 0.9081293
## cusl_3 0.0000000 0.0000000 0 0.8543518
##
## , , 36
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8591320 0.0000000 0 0.0000000
## comp_2 0.8028668 0.0000000 0 0.0000000
## comp_3 0.8089454 0.0000000 0 0.0000000
## like_1 0.0000000 0.8618147 0 0.0000000
## like_2 0.0000000 0.8699259 0 0.0000000
## like_3 0.0000000 0.8105871 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8330075
## cusl_2 0.0000000 0.0000000 0 0.8980891
## cusl_3 0.0000000 0.0000000 0 0.7958357
##
## , , 37
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8554512 0.0000000 0 0.0000000
## comp_2 0.7962474 0.0000000 0 0.0000000
## comp_3 0.8438209 0.0000000 0 0.0000000
## like_1 0.0000000 0.8656531 0 0.0000000
## like_2 0.0000000 0.8701425 0 0.0000000
## like_3 0.0000000 0.8427915 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7840051
## cusl_2 0.0000000 0.0000000 0 0.9085370
## cusl_3 0.0000000 0.0000000 0 0.8518135
##
## , , 38
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8199333 0.0000000 0 0.0000000
## comp_2 0.7906138 0.0000000 0 0.0000000
## comp_3 0.8555273 0.0000000 0 0.0000000
## like_1 0.0000000 0.8882270 0 0.0000000
## like_2 0.0000000 0.9065494 0 0.0000000
## like_3 0.0000000 0.8429377 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8763790
## cusl_2 0.0000000 0.0000000 0 0.9405558
## cusl_3 0.0000000 0.0000000 0 0.8036802
##
## , , 39
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8222570 0.0000000 0 0.0000000
## comp_2 0.7683232 0.0000000 0 0.0000000
## comp_3 0.8255597 0.0000000 0 0.0000000
## like_1 0.0000000 0.8875884 0 0.0000000
## like_2 0.0000000 0.8752208 0 0.0000000
## like_3 0.0000000 0.8469863 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8462974
## cusl_2 0.0000000 0.0000000 0 0.9304364
## cusl_3 0.0000000 0.0000000 0 0.8264479
##
## , , 40
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8890395 0.0000000 0 0.0000000
## comp_2 0.7875586 0.0000000 0 0.0000000
## comp_3 0.8298826 0.0000000 0 0.0000000
## like_1 0.0000000 0.8975453 0 0.0000000
## like_2 0.0000000 0.8667019 0 0.0000000
## like_3 0.0000000 0.8362883 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8403744
## cusl_2 0.0000000 0.0000000 0 0.9121109
## cusl_3 0.0000000 0.0000000 0 0.8477124
##
## , , 41
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8755195 0.0000000 0 0.0000000
## comp_2 0.8249143 0.0000000 0 0.0000000
## comp_3 0.8425843 0.0000000 0 0.0000000
## like_1 0.0000000 0.8875817 0 0.0000000
## like_2 0.0000000 0.8754799 0 0.0000000
## like_3 0.0000000 0.8518974 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8472634
## cusl_2 0.0000000 0.0000000 0 0.9043277
## cusl_3 0.0000000 0.0000000 0 0.8631448
##
## , , 42
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8659190 0.0000000 0 0.0000000
## comp_2 0.7860751 0.0000000 0 0.0000000
## comp_3 0.7947261 0.0000000 0 0.0000000
## like_1 0.0000000 0.8832003 0 0.0000000
## like_2 0.0000000 0.8546787 0 0.0000000
## like_3 0.0000000 0.8452991 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8272685
## cusl_2 0.0000000 0.0000000 0 0.9180470
## cusl_3 0.0000000 0.0000000 0 0.8156754
##
## , , 43
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8636252 0.0000000 0 0.0000000
## comp_2 0.8341576 0.0000000 0 0.0000000
## comp_3 0.8458129 0.0000000 0 0.0000000
## like_1 0.0000000 0.8899177 0 0.0000000
## like_2 0.0000000 0.8679604 0 0.0000000
## like_3 0.0000000 0.8708562 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8431828
## cusl_2 0.0000000 0.0000000 0 0.9184906
## cusl_3 0.0000000 0.0000000 0 0.8506686
##
## , , 44
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8838986 0.0000000 0 0.0000000
## comp_2 0.8039201 0.0000000 0 0.0000000
## comp_3 0.7878111 0.0000000 0 0.0000000
## like_1 0.0000000 0.8782056 0 0.0000000
## like_2 0.0000000 0.8912878 0 0.0000000
## like_3 0.0000000 0.8264130 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7734253
## cusl_2 0.0000000 0.0000000 0 0.8759553
## cusl_3 0.0000000 0.0000000 0 0.8115453
##
## , , 45
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8534891 0.0000000 0 0.0000000
## comp_2 0.8649869 0.0000000 0 0.0000000
## comp_3 0.8487057 0.0000000 0 0.0000000
## like_1 0.0000000 0.8915802 0 0.0000000
## like_2 0.0000000 0.8916094 0 0.0000000
## like_3 0.0000000 0.8518044 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8479144
## cusl_2 0.0000000 0.0000000 0 0.9188355
## cusl_3 0.0000000 0.0000000 0 0.8159147
##
## , , 46
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8493231 0.0000000 0 0.0000000
## comp_2 0.8107747 0.0000000 0 0.0000000
## comp_3 0.8680429 0.0000000 0 0.0000000
## like_1 0.0000000 0.8752305 0 0.0000000
## like_2 0.0000000 0.8660128 0 0.0000000
## like_3 0.0000000 0.8409207 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8162868
## cusl_2 0.0000000 0.0000000 0 0.9135178
## cusl_3 0.0000000 0.0000000 0 0.8512924
##
## , , 47
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8718953 0.0000000 0 0.0000000
## comp_2 0.8084118 0.0000000 0 0.0000000
## comp_3 0.7993777 0.0000000 0 0.0000000
## like_1 0.0000000 0.8763996 0 0.0000000
## like_2 0.0000000 0.8832265 0 0.0000000
## like_3 0.0000000 0.8637882 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8250787
## cusl_2 0.0000000 0.0000000 0 0.9274095
## cusl_3 0.0000000 0.0000000 0 0.8506730
##
## , , 48
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8733603 0.0000000 0 0.0000000
## comp_2 0.8018264 0.0000000 0 0.0000000
## comp_3 0.8396287 0.0000000 0 0.0000000
## like_1 0.0000000 0.8508396 0 0.0000000
## like_2 0.0000000 0.8817490 0 0.0000000
## like_3 0.0000000 0.8353089 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8274372
## cusl_2 0.0000000 0.0000000 0 0.9172578
## cusl_3 0.0000000 0.0000000 0 0.8490438
##
## , , 49
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8800625 0.0000000 0 0.0000000
## comp_2 0.7864275 0.0000000 0 0.0000000
## comp_3 0.8014519 0.0000000 0 0.0000000
## like_1 0.0000000 0.8577745 0 0.0000000
## like_2 0.0000000 0.8645052 0 0.0000000
## like_3 0.0000000 0.8573844 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8349540
## cusl_2 0.0000000 0.0000000 0 0.9147128
## cusl_3 0.0000000 0.0000000 0 0.8423046
##
## , , 50
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8488863 0.0000000 0 0.0000000
## comp_2 0.7755196 0.0000000 0 0.0000000
## comp_3 0.7856309 0.0000000 0 0.0000000
## like_1 0.0000000 0.8701922 0 0.0000000
## like_2 0.0000000 0.8634063 0 0.0000000
## like_3 0.0000000 0.8184611 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8239043
## cusl_2 0.0000000 0.0000000 0 0.9199572
## cusl_3 0.0000000 0.0000000 0 0.8144404
##
## , , 51
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8821853 0.0000000 0 0.0000000
## comp_2 0.7825586 0.0000000 0 0.0000000
## comp_3 0.8184343 0.0000000 0 0.0000000
## like_1 0.0000000 0.8905137 0 0.0000000
## like_2 0.0000000 0.8590653 0 0.0000000
## like_3 0.0000000 0.8742048 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8642978
## cusl_2 0.0000000 0.0000000 0 0.9315256
## cusl_3 0.0000000 0.0000000 0 0.8578739
##
## , , 52
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8897305 0.0000000 0 0.0000000
## comp_2 0.7896532 0.0000000 0 0.0000000
## comp_3 0.8816949 0.0000000 0 0.0000000
## like_1 0.0000000 0.9010731 0 0.0000000
## like_2 0.0000000 0.8271299 0 0.0000000
## like_3 0.0000000 0.8628612 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8789102
## cusl_2 0.0000000 0.0000000 0 0.9211537
## cusl_3 0.0000000 0.0000000 0 0.8483259
##
## , , 53
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8540136 0.0000000 0 0.0000000
## comp_2 0.8459372 0.0000000 0 0.0000000
## comp_3 0.8713115 0.0000000 0 0.0000000
## like_1 0.0000000 0.8988028 0 0.0000000
## like_2 0.0000000 0.9059367 0 0.0000000
## like_3 0.0000000 0.8733174 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8440808
## cusl_2 0.0000000 0.0000000 0 0.9300180
## cusl_3 0.0000000 0.0000000 0 0.8326277
##
## , , 54
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8435794 0.0000000 0 0.0000000
## comp_2 0.8468594 0.0000000 0 0.0000000
## comp_3 0.8401145 0.0000000 0 0.0000000
## like_1 0.0000000 0.8805460 0 0.0000000
## like_2 0.0000000 0.8889048 0 0.0000000
## like_3 0.0000000 0.8257087 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8191049
## cusl_2 0.0000000 0.0000000 0 0.9121917
## cusl_3 0.0000000 0.0000000 0 0.8290771
##
## , , 55
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8236411 0.0000000 0 0.0000000
## comp_2 0.7912439 0.0000000 0 0.0000000
## comp_3 0.8502517 0.0000000 0 0.0000000
## like_1 0.0000000 0.8674319 0 0.0000000
## like_2 0.0000000 0.8772451 0 0.0000000
## like_3 0.0000000 0.8632583 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8360022
## cusl_2 0.0000000 0.0000000 0 0.8996285
## cusl_3 0.0000000 0.0000000 0 0.8539029
##
## , , 56
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8576399 0.0000000 0 0.0000000
## comp_2 0.8329772 0.0000000 0 0.0000000
## comp_3 0.8538378 0.0000000 0 0.0000000
## like_1 0.0000000 0.8950330 0 0.0000000
## like_2 0.0000000 0.9125241 0 0.0000000
## like_3 0.0000000 0.8846335 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8121919
## cusl_2 0.0000000 0.0000000 0 0.9008911
## cusl_3 0.0000000 0.0000000 0 0.8347066
##
## , , 57
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8991947 0.0000000 0 0.0000000
## comp_2 0.7728041 0.0000000 0 0.0000000
## comp_3 0.7195139 0.0000000 0 0.0000000
## like_1 0.0000000 0.8810798 0 0.0000000
## like_2 0.0000000 0.8659125 0 0.0000000
## like_3 0.0000000 0.8175640 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8116556
## cusl_2 0.0000000 0.0000000 0 0.9139535
## cusl_3 0.0000000 0.0000000 0 0.8293395
##
## , , 58
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8733136 0.0000000 0 0.0000000
## comp_2 0.8353699 0.0000000 0 0.0000000
## comp_3 0.8400799 0.0000000 0 0.0000000
## like_1 0.0000000 0.8821629 0 0.0000000
## like_2 0.0000000 0.8681364 0 0.0000000
## like_3 0.0000000 0.8435975 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8433193
## cusl_2 0.0000000 0.0000000 0 0.9299102
## cusl_3 0.0000000 0.0000000 0 0.8433885
##
## , , 59
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8490367 0.0000000 0 0.0000000
## comp_2 0.7553103 0.0000000 0 0.0000000
## comp_3 0.8262113 0.0000000 0 0.0000000
## like_1 0.0000000 0.8788986 0 0.0000000
## like_2 0.0000000 0.8926375 0 0.0000000
## like_3 0.0000000 0.8387298 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8259894
## cusl_2 0.0000000 0.0000000 0 0.9264050
## cusl_3 0.0000000 0.0000000 0 0.8365953
##
## , , 60
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8673198 0.0000000 0 0.0000000
## comp_2 0.8126249 0.0000000 0 0.0000000
## comp_3 0.8268349 0.0000000 0 0.0000000
## like_1 0.0000000 0.8913500 0 0.0000000
## like_2 0.0000000 0.8684218 0 0.0000000
## like_3 0.0000000 0.8443400 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8310757
## cusl_2 0.0000000 0.0000000 0 0.9284512
## cusl_3 0.0000000 0.0000000 0 0.8248524
##
## , , 61
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8669885 0.0000000 0 0.0000000
## comp_2 0.7907106 0.0000000 0 0.0000000
## comp_3 0.8517783 0.0000000 0 0.0000000
## like_1 0.0000000 0.8841363 0 0.0000000
## like_2 0.0000000 0.8543201 0 0.0000000
## like_3 0.0000000 0.8359069 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8207713
## cusl_2 0.0000000 0.0000000 0 0.9180937
## cusl_3 0.0000000 0.0000000 0 0.8607213
##
## , , 62
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8709233 0.0000000 0 0.0000000
## comp_2 0.8324307 0.0000000 0 0.0000000
## comp_3 0.8404448 0.0000000 0 0.0000000
## like_1 0.0000000 0.8741735 0 0.0000000
## like_2 0.0000000 0.8607990 0 0.0000000
## like_3 0.0000000 0.8326502 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8648714
## cusl_2 0.0000000 0.0000000 0 0.9166103
## cusl_3 0.0000000 0.0000000 0 0.8427193
##
## , , 63
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8596933 0.0000000 0 0.0000000
## comp_2 0.8247018 0.0000000 0 0.0000000
## comp_3 0.8288582 0.0000000 0 0.0000000
## like_1 0.0000000 0.8939850 0 0.0000000
## like_2 0.0000000 0.8740541 0 0.0000000
## like_3 0.0000000 0.8155030 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8350804
## cusl_2 0.0000000 0.0000000 0 0.9241143
## cusl_3 0.0000000 0.0000000 0 0.8126776
##
## , , 64
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8687945 0.0000000 0 0.0000000
## comp_2 0.7614851 0.0000000 0 0.0000000
## comp_3 0.8038413 0.0000000 0 0.0000000
## like_1 0.0000000 0.8857937 0 0.0000000
## like_2 0.0000000 0.8726988 0 0.0000000
## like_3 0.0000000 0.8572443 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8105985
## cusl_2 0.0000000 0.0000000 0 0.9164459
## cusl_3 0.0000000 0.0000000 0 0.8591532
##
## , , 65
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8862549 0.0000000 0 0.0000000
## comp_2 0.8191703 0.0000000 0 0.0000000
## comp_3 0.8474609 0.0000000 0 0.0000000
## like_1 0.0000000 0.8589743 0 0.0000000
## like_2 0.0000000 0.8774771 0 0.0000000
## like_3 0.0000000 0.8493397 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8223791
## cusl_2 0.0000000 0.0000000 0 0.9184139
## cusl_3 0.0000000 0.0000000 0 0.8401903
##
## , , 66
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8409283 0.0000000 0 0.0000000
## comp_2 0.8236769 0.0000000 0 0.0000000
## comp_3 0.8155329 0.0000000 0 0.0000000
## like_1 0.0000000 0.8626844 0 0.0000000
## like_2 0.0000000 0.8427026 0 0.0000000
## like_3 0.0000000 0.8565409 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8204688
## cusl_2 0.0000000 0.0000000 0 0.8967462
## cusl_3 0.0000000 0.0000000 0 0.8613555
##
## , , 67
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8604737 0.0000000 0 0.0000000
## comp_2 0.7867512 0.0000000 0 0.0000000
## comp_3 0.8000288 0.0000000 0 0.0000000
## like_1 0.0000000 0.8798874 0 0.0000000
## like_2 0.0000000 0.8853932 0 0.0000000
## like_3 0.0000000 0.8340731 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8347126
## cusl_2 0.0000000 0.0000000 0 0.9279341
## cusl_3 0.0000000 0.0000000 0 0.8070586
##
## , , 68
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8314393 0.0000000 0 0.0000000
## comp_2 0.8124280 0.0000000 0 0.0000000
## comp_3 0.7872436 0.0000000 0 0.0000000
## like_1 0.0000000 0.8935674 0 0.0000000
## like_2 0.0000000 0.8685892 0 0.0000000
## like_3 0.0000000 0.8542413 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8642662
## cusl_2 0.0000000 0.0000000 0 0.9272646
## cusl_3 0.0000000 0.0000000 0 0.8812047
##
## , , 69
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8630770 0.0000000 0 0.0000000
## comp_2 0.8231013 0.0000000 0 0.0000000
## comp_3 0.8546626 0.0000000 0 0.0000000
## like_1 0.0000000 0.8805635 0 0.0000000
## like_2 0.0000000 0.8882955 0 0.0000000
## like_3 0.0000000 0.8524526 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8402671
## cusl_2 0.0000000 0.0000000 0 0.9223680
## cusl_3 0.0000000 0.0000000 0 0.8427061
##
## , , 70
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8040308 0.0000000 0 0.0000000
## comp_2 0.8000775 0.0000000 0 0.0000000
## comp_3 0.7956060 0.0000000 0 0.0000000
## like_1 0.0000000 0.8728561 0 0.0000000
## like_2 0.0000000 0.8879389 0 0.0000000
## like_3 0.0000000 0.8444527 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7971188
## cusl_2 0.0000000 0.0000000 0 0.9100097
## cusl_3 0.0000000 0.0000000 0 0.8119031
##
## , , 71
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8586751 0.0000000 0 0.0000000
## comp_2 0.8291771 0.0000000 0 0.0000000
## comp_3 0.8536296 0.0000000 0 0.0000000
## like_1 0.0000000 0.8749245 0 0.0000000
## like_2 0.0000000 0.8428040 0 0.0000000
## like_3 0.0000000 0.8699484 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8370082
## cusl_2 0.0000000 0.0000000 0 0.9075188
## cusl_3 0.0000000 0.0000000 0 0.8543153
##
## , , 72
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8862524 0.0000000 0 0.0000000
## comp_2 0.7328580 0.0000000 0 0.0000000
## comp_3 0.7634463 0.0000000 0 0.0000000
## like_1 0.0000000 0.8787741 0 0.0000000
## like_2 0.0000000 0.8539965 0 0.0000000
## like_3 0.0000000 0.8365029 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8374820
## cusl_2 0.0000000 0.0000000 0 0.9026197
## cusl_3 0.0000000 0.0000000 0 0.8416606
##
## , , 73
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8565355 0.0000000 0 0.0000000
## comp_2 0.8141686 0.0000000 0 0.0000000
## comp_3 0.8057509 0.0000000 0 0.0000000
## like_1 0.0000000 0.8556151 0 0.0000000
## like_2 0.0000000 0.8641527 0 0.0000000
## like_3 0.0000000 0.8386028 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7820258
## cusl_2 0.0000000 0.0000000 0 0.9004955
## cusl_3 0.0000000 0.0000000 0 0.8380760
##
## , , 74
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8563732 0.0000000 0 0.0000000
## comp_2 0.8305351 0.0000000 0 0.0000000
## comp_3 0.8574491 0.0000000 0 0.0000000
## like_1 0.0000000 0.8707848 0 0.0000000
## like_2 0.0000000 0.8404238 0 0.0000000
## like_3 0.0000000 0.8678170 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8470151
## cusl_2 0.0000000 0.0000000 0 0.9195226
## cusl_3 0.0000000 0.0000000 0 0.8412174
##
## , , 75
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8614619 0.0000000 0 0.0000000
## comp_2 0.7563641 0.0000000 0 0.0000000
## comp_3 0.7697204 0.0000000 0 0.0000000
## like_1 0.0000000 0.8962239 0 0.0000000
## like_2 0.0000000 0.8899562 0 0.0000000
## like_3 0.0000000 0.8445928 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7633499
## cusl_2 0.0000000 0.0000000 0 0.9081914
## cusl_3 0.0000000 0.0000000 0 0.8288152
##
## , , 76
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8561687 0.0000000 0 0.0000000
## comp_2 0.8076030 0.0000000 0 0.0000000
## comp_3 0.8570582 0.0000000 0 0.0000000
## like_1 0.0000000 0.8889303 0 0.0000000
## like_2 0.0000000 0.8917207 0 0.0000000
## like_3 0.0000000 0.8707028 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8082237
## cusl_2 0.0000000 0.0000000 0 0.9123147
## cusl_3 0.0000000 0.0000000 0 0.8547886
##
## , , 77
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.9032637 0.0000000 0 0.0000000
## comp_2 0.7518466 0.0000000 0 0.0000000
## comp_3 0.7646421 0.0000000 0 0.0000000
## like_1 0.0000000 0.8602733 0 0.0000000
## like_2 0.0000000 0.8833671 0 0.0000000
## like_3 0.0000000 0.8147197 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8405301
## cusl_2 0.0000000 0.0000000 0 0.9077007
## cusl_3 0.0000000 0.0000000 0 0.8434931
##
## , , 78
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8286645 0.0000000 0 0.0000000
## comp_2 0.7660990 0.0000000 0 0.0000000
## comp_3 0.8144339 0.0000000 0 0.0000000
## like_1 0.0000000 0.8777871 0 0.0000000
## like_2 0.0000000 0.8926340 0 0.0000000
## like_3 0.0000000 0.8416747 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8322838
## cusl_2 0.0000000 0.0000000 0 0.9183474
## cusl_3 0.0000000 0.0000000 0 0.8312538
##
## , , 79
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8715479 0.0000000 0 0.0000000
## comp_2 0.7824144 0.0000000 0 0.0000000
## comp_3 0.7926531 0.0000000 0 0.0000000
## like_1 0.0000000 0.8847635 0 0.0000000
## like_2 0.0000000 0.9044158 0 0.0000000
## like_3 0.0000000 0.7775852 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8500445
## cusl_2 0.0000000 0.0000000 0 0.9250842
## cusl_3 0.0000000 0.0000000 0 0.8093571
##
## , , 80
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8235829 0.0000000 0 0.0000000
## comp_2 0.7869770 0.0000000 0 0.0000000
## comp_3 0.8203952 0.0000000 0 0.0000000
## like_1 0.0000000 0.8407391 0 0.0000000
## like_2 0.0000000 0.8765860 0 0.0000000
## like_3 0.0000000 0.8403679 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8512636
## cusl_2 0.0000000 0.0000000 0 0.9261852
## cusl_3 0.0000000 0.0000000 0 0.8325615
##
## , , 81
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8527968 0.0000000 0 0.0000000
## comp_2 0.8085089 0.0000000 0 0.0000000
## comp_3 0.8349446 0.0000000 0 0.0000000
## like_1 0.0000000 0.8527380 0 0.0000000
## like_2 0.0000000 0.8845360 0 0.0000000
## like_3 0.0000000 0.8713229 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8357314
## cusl_2 0.0000000 0.0000000 0 0.9287183
## cusl_3 0.0000000 0.0000000 0 0.8475650
##
## , , 82
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8878994 0.0000000 0 0.0000000
## comp_2 0.8310369 0.0000000 0 0.0000000
## comp_3 0.8711075 0.0000000 0 0.0000000
## like_1 0.0000000 0.8950242 0 0.0000000
## like_2 0.0000000 0.8758035 0 0.0000000
## like_3 0.0000000 0.8567531 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8434339
## cusl_2 0.0000000 0.0000000 0 0.9163636
## cusl_3 0.0000000 0.0000000 0 0.8587708
##
## , , 83
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8777795 0.0000000 0 0.0000000
## comp_2 0.7468096 0.0000000 0 0.0000000
## comp_3 0.8064051 0.0000000 0 0.0000000
## like_1 0.0000000 0.8950684 0 0.0000000
## like_2 0.0000000 0.8645761 0 0.0000000
## like_3 0.0000000 0.8649016 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8210554
## cusl_2 0.0000000 0.0000000 0 0.9032927
## cusl_3 0.0000000 0.0000000 0 0.8247519
##
## , , 84
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8660382 0.0000000 0 0.0000000
## comp_2 0.8125650 0.0000000 0 0.0000000
## comp_3 0.8227638 0.0000000 0 0.0000000
## like_1 0.0000000 0.8860499 0 0.0000000
## like_2 0.0000000 0.8739798 0 0.0000000
## like_3 0.0000000 0.8267218 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8463314
## cusl_2 0.0000000 0.0000000 0 0.9184747
## cusl_3 0.0000000 0.0000000 0 0.8553603
##
## , , 85
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8541563 0.0000000 0 0.0000000
## comp_2 0.7993648 0.0000000 0 0.0000000
## comp_3 0.8545283 0.0000000 0 0.0000000
## like_1 0.0000000 0.8681193 0 0.0000000
## like_2 0.0000000 0.8577727 0 0.0000000
## like_3 0.0000000 0.8767026 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8238951
## cusl_2 0.0000000 0.0000000 0 0.9262617
## cusl_3 0.0000000 0.0000000 0 0.8318088
##
## , , 86
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8804380 0.0000000 0 0.0000000
## comp_2 0.7810360 0.0000000 0 0.0000000
## comp_3 0.8228115 0.0000000 0 0.0000000
## like_1 0.0000000 0.8717435 0 0.0000000
## like_2 0.0000000 0.8463835 0 0.0000000
## like_3 0.0000000 0.8182166 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8091535
## cusl_2 0.0000000 0.0000000 0 0.8913441
## cusl_3 0.0000000 0.0000000 0 0.7715552
##
## , , 87
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8852835 0.0000000 0 0.0000000
## comp_2 0.7361572 0.0000000 0 0.0000000
## comp_3 0.7221834 0.0000000 0 0.0000000
## like_1 0.0000000 0.8822641 0 0.0000000
## like_2 0.0000000 0.8760209 0 0.0000000
## like_3 0.0000000 0.8597468 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8252450
## cusl_2 0.0000000 0.0000000 0 0.9270815
## cusl_3 0.0000000 0.0000000 0 0.8571729
##
## , , 88
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8820253 0.0000000 0 0.0000000
## comp_2 0.8388910 0.0000000 0 0.0000000
## comp_3 0.8262760 0.0000000 0 0.0000000
## like_1 0.0000000 0.9124408 0 0.0000000
## like_2 0.0000000 0.8995964 0 0.0000000
## like_3 0.0000000 0.8575758 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8534851
## cusl_2 0.0000000 0.0000000 0 0.9189311
## cusl_3 0.0000000 0.0000000 0 0.8333156
##
## , , 89
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8441621 0.0000000 0 0.0000000
## comp_2 0.8169112 0.0000000 0 0.0000000
## comp_3 0.8247821 0.0000000 0 0.0000000
## like_1 0.0000000 0.8826001 0 0.0000000
## like_2 0.0000000 0.8515206 0 0.0000000
## like_3 0.0000000 0.8326437 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8255129
## cusl_2 0.0000000 0.0000000 0 0.9050350
## cusl_3 0.0000000 0.0000000 0 0.8273640
##
## , , 90
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8574970 0.0000000 0 0.0000000
## comp_2 0.7932854 0.0000000 0 0.0000000
## comp_3 0.8143915 0.0000000 0 0.0000000
## like_1 0.0000000 0.8965379 0 0.0000000
## like_2 0.0000000 0.8748239 0 0.0000000
## like_3 0.0000000 0.8292317 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8402031
## cusl_2 0.0000000 0.0000000 0 0.9298921
## cusl_3 0.0000000 0.0000000 0 0.8345085
##
## , , 91
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8656385 0.0000000 0 0.0000000
## comp_2 0.8082277 0.0000000 0 0.0000000
## comp_3 0.8102645 0.0000000 0 0.0000000
## like_1 0.0000000 0.8506777 0 0.0000000
## like_2 0.0000000 0.8503990 0 0.0000000
## like_3 0.0000000 0.8500783 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8354899
## cusl_2 0.0000000 0.0000000 0 0.9037461
## cusl_3 0.0000000 0.0000000 0 0.8348228
##
## , , 92
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8544040 0.0000000 0 0.0000000
## comp_2 0.7263848 0.0000000 0 0.0000000
## comp_3 0.7633760 0.0000000 0 0.0000000
## like_1 0.0000000 0.8505849 0 0.0000000
## like_2 0.0000000 0.8924715 0 0.0000000
## like_3 0.0000000 0.8367823 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8312838
## cusl_2 0.0000000 0.0000000 0 0.9178517
## cusl_3 0.0000000 0.0000000 0 0.8324830
##
## , , 93
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8301981 0.0000000 0 0.0000000
## comp_2 0.8128317 0.0000000 0 0.0000000
## comp_3 0.8381173 0.0000000 0 0.0000000
## like_1 0.0000000 0.8702926 0 0.0000000
## like_2 0.0000000 0.8419980 0 0.0000000
## like_3 0.0000000 0.8505711 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8426124
## cusl_2 0.0000000 0.0000000 0 0.9040151
## cusl_3 0.0000000 0.0000000 0 0.8208724
##
## , , 94
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8681601 0.0000000 0 0.0000000
## comp_2 0.8115069 0.0000000 0 0.0000000
## comp_3 0.8260292 0.0000000 0 0.0000000
## like_1 0.0000000 0.8936257 0 0.0000000
## like_2 0.0000000 0.8629083 0 0.0000000
## like_3 0.0000000 0.8184594 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8576699
## cusl_2 0.0000000 0.0000000 0 0.9247060
## cusl_3 0.0000000 0.0000000 0 0.8667278
##
## , , 95
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8587511 0.0000000 0 0.0000000
## comp_2 0.7979966 0.0000000 0 0.0000000
## comp_3 0.8003322 0.0000000 0 0.0000000
## like_1 0.0000000 0.8834425 0 0.0000000
## like_2 0.0000000 0.8504766 0 0.0000000
## like_3 0.0000000 0.8200838 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8134704
## cusl_2 0.0000000 0.0000000 0 0.9156392
## cusl_3 0.0000000 0.0000000 0 0.8738880
##
## , , 96
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8613722 0.0000000 0 0.0000000
## comp_2 0.8263580 0.0000000 0 0.0000000
## comp_3 0.8387270 0.0000000 0 0.0000000
## like_1 0.0000000 0.8833412 0 0.0000000
## like_2 0.0000000 0.8644966 0 0.0000000
## like_3 0.0000000 0.8519734 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8305359
## cusl_2 0.0000000 0.0000000 0 0.9056038
## cusl_3 0.0000000 0.0000000 0 0.8164922
##
## , , 97
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8506361 0.0000000 0 0.0000000
## comp_2 0.8300736 0.0000000 0 0.0000000
## comp_3 0.8183711 0.0000000 0 0.0000000
## like_1 0.0000000 0.8598263 0 0.0000000
## like_2 0.0000000 0.8346820 0 0.0000000
## like_3 0.0000000 0.8575864 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.7986243
## cusl_2 0.0000000 0.0000000 0 0.9082432
## cusl_3 0.0000000 0.0000000 0 0.8784911
##
## , , 98
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8293493 0.0000000 0 0.0000000
## comp_2 0.8285431 0.0000000 0 0.0000000
## comp_3 0.7776626 0.0000000 0 0.0000000
## like_1 0.0000000 0.8604785 0 0.0000000
## like_2 0.0000000 0.8393555 0 0.0000000
## like_3 0.0000000 0.8196435 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8245087
## cusl_2 0.0000000 0.0000000 0 0.9097254
## cusl_3 0.0000000 0.0000000 0 0.8346141
##
## , , 99
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8618962 0.0000000 0 0.0000000
## comp_2 0.7946452 0.0000000 0 0.0000000
## comp_3 0.8040184 0.0000000 0 0.0000000
## like_1 0.0000000 0.8724487 0 0.0000000
## like_2 0.0000000 0.9088271 0 0.0000000
## like_3 0.0000000 0.8387325 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8435242
## cusl_2 0.0000000 0.0000000 0 0.9261942
## cusl_3 0.0000000 0.0000000 0 0.8484546
##
## , , 100
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.8564553 0.0000000 0 0.0000000
## comp_2 0.8021574 0.0000000 0 0.0000000
## comp_3 0.7819736 0.0000000 0 0.0000000
## like_1 0.0000000 0.8637995 0 0.0000000
## like_2 0.0000000 0.8676895 0 0.0000000
## like_3 0.0000000 0.8555458 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.8396536
## cusl_2 0.0000000 0.0000000 0 0.9117849
## cusl_3 0.0000000 0.0000000 0 0.8610489
##
##
## $boot_weights
## , , 1
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4582640 0.0000000 0 0.0000000
## comp_2 0.3962739 0.0000000 0 0.0000000
## comp_3 0.3516578 0.0000000 0 0.0000000
## like_1 0.0000000 0.4079242 0 0.0000000
## like_2 0.0000000 0.3511551 0 0.0000000
## like_3 0.0000000 0.4012567 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3507582
## cusl_2 0.0000000 0.0000000 0 0.4225288
## cusl_3 0.0000000 0.0000000 0 0.3961242
##
## , , 2
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6340210 0.0000000 0 0.0000000
## comp_2 0.3265800 0.0000000 0 0.0000000
## comp_3 0.2396841 0.0000000 0 0.0000000
## like_1 0.0000000 0.3823398 0 0.0000000
## like_2 0.0000000 0.3869806 0 0.0000000
## like_3 0.0000000 0.3897728 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3620516
## cusl_2 0.0000000 0.0000000 0 0.4250764
## cusl_3 0.0000000 0.0000000 0 0.3795161
##
## , , 3
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5035272 0.0000000 0 0.0000000
## comp_2 0.3475256 0.0000000 0 0.0000000
## comp_3 0.3547074 0.0000000 0 0.0000000
## like_1 0.0000000 0.4032844 0 0.0000000
## like_2 0.0000000 0.3901440 0 0.0000000
## like_3 0.0000000 0.3805002 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3275672
## cusl_2 0.0000000 0.0000000 0 0.4419771
## cusl_3 0.0000000 0.0000000 0 0.4086997
##
## , , 4
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5485639 0.0000000 0 0.0000000
## comp_2 0.3352649 0.0000000 0 0.0000000
## comp_3 0.3264994 0.0000000 0 0.0000000
## like_1 0.0000000 0.4236958 0 0.0000000
## like_2 0.0000000 0.3849013 0 0.0000000
## like_3 0.0000000 0.3550964 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3584132
## cusl_2 0.0000000 0.0000000 0 0.4216287
## cusl_3 0.0000000 0.0000000 0 0.3783212
##
## , , 5
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5158942 0.0000000 0 0.0000000
## comp_2 0.3442872 0.0000000 0 0.0000000
## comp_3 0.3562881 0.0000000 0 0.0000000
## like_1 0.0000000 0.4290767 0 0.0000000
## like_2 0.0000000 0.3628612 0 0.0000000
## like_3 0.0000000 0.3559952 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3729808
## cusl_2 0.0000000 0.0000000 0 0.4315351
## cusl_3 0.0000000 0.0000000 0 0.3787629
##
## , , 6
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5382342 0.0000000 0 0.0000000
## comp_2 0.3310318 0.0000000 0 0.0000000
## comp_3 0.3262446 0.0000000 0 0.0000000
## like_1 0.0000000 0.4116601 0 0.0000000
## like_2 0.0000000 0.3776899 0 0.0000000
## like_3 0.0000000 0.3634385 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3807714
## cusl_2 0.0000000 0.0000000 0 0.4270819
## cusl_3 0.0000000 0.0000000 0 0.3559077
##
## , , 7
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6021697 0.0000000 0 0.0000000
## comp_2 0.3076102 0.0000000 0 0.0000000
## comp_3 0.3332471 0.0000000 0 0.0000000
## like_1 0.0000000 0.4269585 0 0.0000000
## like_2 0.0000000 0.3769991 0 0.0000000
## like_3 0.0000000 0.3605931 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3568737
## cusl_2 0.0000000 0.0000000 0 0.4224887
## cusl_3 0.0000000 0.0000000 0 0.3826818
##
## , , 8
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5069855 0.0000000 0 0.0000000
## comp_2 0.3573515 0.0000000 0 0.0000000
## comp_3 0.3422819 0.0000000 0 0.0000000
## like_1 0.0000000 0.4154512 0 0.0000000
## like_2 0.0000000 0.3939160 0 0.0000000
## like_3 0.0000000 0.3518531 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3547562
## cusl_2 0.0000000 0.0000000 0 0.4392705
## cusl_3 0.0000000 0.0000000 0 0.3573855
##
## , , 9
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5891111 0.0000000 0 0.0000000
## comp_2 0.2821782 0.0000000 0 0.0000000
## comp_3 0.3009353 0.0000000 0 0.0000000
## like_1 0.0000000 0.3848677 0 0.0000000
## like_2 0.0000000 0.3689868 0 0.0000000
## like_3 0.0000000 0.3623331 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3491754
## cusl_2 0.0000000 0.0000000 0 0.4207287
## cusl_3 0.0000000 0.0000000 0 0.3704712
##
## , , 10
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5323392 0.0000000 0 0.0000000
## comp_2 0.3838952 0.0000000 0 0.0000000
## comp_3 0.3061234 0.0000000 0 0.0000000
## like_1 0.0000000 0.4226627 0 0.0000000
## like_2 0.0000000 0.3856205 0 0.0000000
## like_3 0.0000000 0.3413320 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3651617
## cusl_2 0.0000000 0.0000000 0 0.4197402
## cusl_3 0.0000000 0.0000000 0 0.3514707
##
## , , 11
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5998957 0.0000000 0 0.0000000
## comp_2 0.2844969 0.0000000 0 0.0000000
## comp_3 0.3484649 0.0000000 0 0.0000000
## like_1 0.0000000 0.3849210 0 0.0000000
## like_2 0.0000000 0.3767249 0 0.0000000
## like_3 0.0000000 0.3853624 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3658170
## cusl_2 0.0000000 0.0000000 0 0.4194146
## cusl_3 0.0000000 0.0000000 0 0.3635507
##
## , , 12
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5248343 0.0000000 0 0.0000000
## comp_2 0.3326701 0.0000000 0 0.0000000
## comp_3 0.3285722 0.0000000 0 0.0000000
## like_1 0.0000000 0.4536229 0 0.0000000
## like_2 0.0000000 0.3831052 0 0.0000000
## like_3 0.0000000 0.3510033 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3828268
## cusl_2 0.0000000 0.0000000 0 0.3998574
## cusl_3 0.0000000 0.0000000 0 0.3722320
##
## , , 13
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5455166 0.0000000 0 0.0000000
## comp_2 0.3520727 0.0000000 0 0.0000000
## comp_3 0.2978783 0.0000000 0 0.0000000
## like_1 0.0000000 0.4075836 0 0.0000000
## like_2 0.0000000 0.3782180 0 0.0000000
## like_3 0.0000000 0.3550256 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3677409
## cusl_2 0.0000000 0.0000000 0 0.4243209
## cusl_3 0.0000000 0.0000000 0 0.3679879
##
## , , 14
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5473756 0.0000000 0 0.0000000
## comp_2 0.2897009 0.0000000 0 0.0000000
## comp_3 0.3603176 0.0000000 0 0.0000000
## like_1 0.0000000 0.4131111 0 0.0000000
## like_2 0.0000000 0.3623742 0 0.0000000
## like_3 0.0000000 0.3784990 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3437433
## cusl_2 0.0000000 0.0000000 0 0.4110277
## cusl_3 0.0000000 0.0000000 0 0.3782332
##
## , , 15
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4875155 0.0000000 0 0.0000000
## comp_2 0.3460673 0.0000000 0 0.0000000
## comp_3 0.3612281 0.0000000 0 0.0000000
## like_1 0.0000000 0.4266936 0 0.0000000
## like_2 0.0000000 0.3790323 0 0.0000000
## like_3 0.0000000 0.3716082 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3561299
## cusl_2 0.0000000 0.0000000 0 0.4191387
## cusl_3 0.0000000 0.0000000 0 0.3766118
##
## , , 16
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5313948 0.0000000 0 0.0000000
## comp_2 0.3746947 0.0000000 0 0.0000000
## comp_3 0.3171555 0.0000000 0 0.0000000
## like_1 0.0000000 0.4222770 0 0.0000000
## like_2 0.0000000 0.3574887 0 0.0000000
## like_3 0.0000000 0.3641089 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3838694
## cusl_2 0.0000000 0.0000000 0 0.4163023
## cusl_3 0.0000000 0.0000000 0 0.3490447
##
## , , 17
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5047716 0.0000000 0 0.0000000
## comp_2 0.3738191 0.0000000 0 0.0000000
## comp_3 0.3533945 0.0000000 0 0.0000000
## like_1 0.0000000 0.3855996 0 0.0000000
## like_2 0.0000000 0.4204954 0 0.0000000
## like_3 0.0000000 0.3580082 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3655787
## cusl_2 0.0000000 0.0000000 0 0.4188914
## cusl_3 0.0000000 0.0000000 0 0.3471740
##
## , , 18
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4805330 0.0000000 0 0.0000000
## comp_2 0.3415995 0.0000000 0 0.0000000
## comp_3 0.3545749 0.0000000 0 0.0000000
## like_1 0.0000000 0.4090463 0 0.0000000
## like_2 0.0000000 0.3576196 0 0.0000000
## like_3 0.0000000 0.3687945 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3695897
## cusl_2 0.0000000 0.0000000 0 0.4244795
## cusl_3 0.0000000 0.0000000 0 0.3743782
##
## , , 19
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4894493 0.0000000 0 0.0000000
## comp_2 0.3550999 0.0000000 0 0.0000000
## comp_3 0.3507532 0.0000000 0 0.0000000
## like_1 0.0000000 0.3906667 0 0.0000000
## like_2 0.0000000 0.3969755 0 0.0000000
## like_3 0.0000000 0.3541673 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3731925
## cusl_2 0.0000000 0.0000000 0 0.3997830
## cusl_3 0.0000000 0.0000000 0 0.3624614
##
## , , 20
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5449089 0.0000000 0 0.0000000
## comp_2 0.3224545 0.0000000 0 0.0000000
## comp_3 0.3224733 0.0000000 0 0.0000000
## like_1 0.0000000 0.4094379 0 0.0000000
## like_2 0.0000000 0.3992845 0 0.0000000
## like_3 0.0000000 0.3492551 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3715331
## cusl_2 0.0000000 0.0000000 0 0.4203066
## cusl_3 0.0000000 0.0000000 0 0.3633036
##
## , , 21
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4998978 0.0000000 0 0.0000000
## comp_2 0.3874226 0.0000000 0 0.0000000
## comp_3 0.3660986 0.0000000 0 0.0000000
## like_1 0.0000000 0.4183114 0 0.0000000
## like_2 0.0000000 0.3741389 0 0.0000000
## like_3 0.0000000 0.3731340 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3633937
## cusl_2 0.0000000 0.0000000 0 0.4412434
## cusl_3 0.0000000 0.0000000 0 0.3735159
##
## , , 22
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4743225 0.0000000 0 0.0000000
## comp_2 0.3561392 0.0000000 0 0.0000000
## comp_3 0.3556317 0.0000000 0 0.0000000
## like_1 0.0000000 0.4327032 0 0.0000000
## like_2 0.0000000 0.3653044 0 0.0000000
## like_3 0.0000000 0.3534065 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3720493
## cusl_2 0.0000000 0.0000000 0 0.3861708
## cusl_3 0.0000000 0.0000000 0 0.3456941
##
## , , 23
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5447822 0.0000000 0 0.0000000
## comp_2 0.3268382 0.0000000 0 0.0000000
## comp_3 0.3538074 0.0000000 0 0.0000000
## like_1 0.0000000 0.4337057 0 0.0000000
## like_2 0.0000000 0.3959172 0 0.0000000
## like_3 0.0000000 0.3230863 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3617679
## cusl_2 0.0000000 0.0000000 0 0.4282013
## cusl_3 0.0000000 0.0000000 0 0.3600739
##
## , , 24
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5557304 0.0000000 0 0.0000000
## comp_2 0.3134737 0.0000000 0 0.0000000
## comp_3 0.3285413 0.0000000 0 0.0000000
## like_1 0.0000000 0.4080603 0 0.0000000
## like_2 0.0000000 0.4075921 0 0.0000000
## like_3 0.0000000 0.3580093 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3635809
## cusl_2 0.0000000 0.0000000 0 0.4293453
## cusl_3 0.0000000 0.0000000 0 0.3566206
##
## , , 25
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6074890 0.0000000 0 0.0000000
## comp_2 0.2674705 0.0000000 0 0.0000000
## comp_3 0.3387028 0.0000000 0 0.0000000
## like_1 0.0000000 0.4281729 0 0.0000000
## like_2 0.0000000 0.3830136 0 0.0000000
## like_3 0.0000000 0.3436939 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3566179
## cusl_2 0.0000000 0.0000000 0 0.4283886
## cusl_3 0.0000000 0.0000000 0 0.3823290
##
## , , 26
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5299687 0.0000000 0 0.0000000
## comp_2 0.3662905 0.0000000 0 0.0000000
## comp_3 0.3026032 0.0000000 0 0.0000000
## like_1 0.0000000 0.4261116 0 0.0000000
## like_2 0.0000000 0.3577668 0 0.0000000
## like_3 0.0000000 0.3879210 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3719207
## cusl_2 0.0000000 0.0000000 0 0.4305769
## cusl_3 0.0000000 0.0000000 0 0.3806805
##
## , , 27
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4897700 0.0000000 0 0.0000000
## comp_2 0.3261910 0.0000000 0 0.0000000
## comp_3 0.3767512 0.0000000 0 0.0000000
## like_1 0.0000000 0.4040425 0 0.0000000
## like_2 0.0000000 0.3707714 0 0.0000000
## like_3 0.0000000 0.3628153 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3840647
## cusl_2 0.0000000 0.0000000 0 0.4050767
## cusl_3 0.0000000 0.0000000 0 0.3425243
##
## , , 28
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5824193 0.0000000 0 0.0000000
## comp_2 0.3152837 0.0000000 0 0.0000000
## comp_3 0.2859684 0.0000000 0 0.0000000
## like_1 0.0000000 0.4122013 0 0.0000000
## like_2 0.0000000 0.3889321 0 0.0000000
## like_3 0.0000000 0.3769459 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3673723
## cusl_2 0.0000000 0.0000000 0 0.4139446
## cusl_3 0.0000000 0.0000000 0 0.3750570
##
## , , 29
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4889394 0.0000000 0 0.0000000
## comp_2 0.3436578 0.0000000 0 0.0000000
## comp_3 0.3663294 0.0000000 0 0.0000000
## like_1 0.0000000 0.4015176 0 0.0000000
## like_2 0.0000000 0.3642905 0 0.0000000
## like_3 0.0000000 0.3832302 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3564373
## cusl_2 0.0000000 0.0000000 0 0.4104741
## cusl_3 0.0000000 0.0000000 0 0.3707976
##
## , , 30
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5389070 0.0000000 0 0.0000000
## comp_2 0.3217840 0.0000000 0 0.0000000
## comp_3 0.3526913 0.0000000 0 0.0000000
## like_1 0.0000000 0.4130334 0 0.0000000
## like_2 0.0000000 0.3644790 0 0.0000000
## like_3 0.0000000 0.3800946 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3699327
## cusl_2 0.0000000 0.0000000 0 0.4113665
## cusl_3 0.0000000 0.0000000 0 0.3735531
##
## , , 31
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5153368 0.0000000 0 0.0000000
## comp_2 0.3665223 0.0000000 0 0.0000000
## comp_3 0.3291255 0.0000000 0 0.0000000
## like_1 0.0000000 0.3922853 0 0.0000000
## like_2 0.0000000 0.3858842 0 0.0000000
## like_3 0.0000000 0.3654211 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3698578
## cusl_2 0.0000000 0.0000000 0 0.4420106
## cusl_3 0.0000000 0.0000000 0 0.3487177
##
## , , 32
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4555984 0.0000000 0 0.0000000
## comp_2 0.3562590 0.0000000 0 0.0000000
## comp_3 0.3525012 0.0000000 0 0.0000000
## like_1 0.0000000 0.4253854 0 0.0000000
## like_2 0.0000000 0.3592893 0 0.0000000
## like_3 0.0000000 0.3648958 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3586442
## cusl_2 0.0000000 0.0000000 0 0.4077093
## cusl_3 0.0000000 0.0000000 0 0.3623858
##
## , , 33
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5619490 0.0000000 0 0.0000000
## comp_2 0.3334671 0.0000000 0 0.0000000
## comp_3 0.3446618 0.0000000 0 0.0000000
## like_1 0.0000000 0.4301738 0 0.0000000
## like_2 0.0000000 0.4050685 0 0.0000000
## like_3 0.0000000 0.3325776 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3572532
## cusl_2 0.0000000 0.0000000 0 0.4307256
## cusl_3 0.0000000 0.0000000 0 0.3711831
##
## , , 34
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5103112 0.0000000 0 0.0000000
## comp_2 0.3401878 0.0000000 0 0.0000000
## comp_3 0.3476474 0.0000000 0 0.0000000
## like_1 0.0000000 0.3973127 0 0.0000000
## like_2 0.0000000 0.3558967 0 0.0000000
## like_3 0.0000000 0.3909139 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3738238
## cusl_2 0.0000000 0.0000000 0 0.4148439
## cusl_3 0.0000000 0.0000000 0 0.3555858
##
## , , 35
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5256417 0.0000000 0 0.0000000
## comp_2 0.3380945 0.0000000 0 0.0000000
## comp_3 0.3572104 0.0000000 0 0.0000000
## like_1 0.0000000 0.4439572 0 0.0000000
## like_2 0.0000000 0.3814167 0 0.0000000
## like_3 0.0000000 0.3499946 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3579958
## cusl_2 0.0000000 0.0000000 0 0.4362062
## cusl_3 0.0000000 0.0000000 0 0.3646545
##
## , , 36
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5408887 0.0000000 0 0.0000000
## comp_2 0.3565559 0.0000000 0 0.0000000
## comp_3 0.3078556 0.0000000 0 0.0000000
## like_1 0.0000000 0.4200650 0 0.0000000
## like_2 0.0000000 0.4161226 0 0.0000000
## like_3 0.0000000 0.3404766 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3795069
## cusl_2 0.0000000 0.0000000 0 0.4517400
## cusl_3 0.0000000 0.0000000 0 0.3495259
##
## , , 37
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5248547 0.0000000 0 0.0000000
## comp_2 0.3500058 0.0000000 0 0.0000000
## comp_3 0.3227239 0.0000000 0 0.0000000
## like_1 0.0000000 0.4196794 0 0.0000000
## like_2 0.0000000 0.3847368 0 0.0000000
## like_3 0.0000000 0.3582469 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3632742
## cusl_2 0.0000000 0.0000000 0 0.4211193
## cusl_3 0.0000000 0.0000000 0 0.3904477
##
## , , 38
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4781517 0.0000000 0 0.0000000
## comp_2 0.3533449 0.0000000 0 0.0000000
## comp_3 0.3840767 0.0000000 0 0.0000000
## like_1 0.0000000 0.4047165 0 0.0000000
## like_2 0.0000000 0.4003663 0 0.0000000
## like_3 0.0000000 0.3292865 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3987697
## cusl_2 0.0000000 0.0000000 0 0.4165258
## cusl_3 0.0000000 0.0000000 0 0.3219700
##
## , , 39
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4928687 0.0000000 0 0.0000000
## comp_2 0.3639398 0.0000000 0 0.0000000
## comp_3 0.3816948 0.0000000 0 0.0000000
## like_1 0.0000000 0.4271951 0 0.0000000
## like_2 0.0000000 0.3645549 0 0.0000000
## like_3 0.0000000 0.3562757 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3747089
## cusl_2 0.0000000 0.0000000 0 0.4221173
## cusl_3 0.0000000 0.0000000 0 0.3510585
##
## , , 40
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5486577 0.0000000 0 0.0000000
## comp_2 0.2758030 0.0000000 0 0.0000000
## comp_3 0.3554847 0.0000000 0 0.0000000
## like_1 0.0000000 0.4141249 0 0.0000000
## like_2 0.0000000 0.3883095 0 0.0000000
## like_3 0.0000000 0.3488696 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3741836
## cusl_2 0.0000000 0.0000000 0 0.4063941
## cusl_3 0.0000000 0.0000000 0 0.3714340
##
## , , 41
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5230630 0.0000000 0 0.0000000
## comp_2 0.3244060 0.0000000 0 0.0000000
## comp_3 0.3257134 0.0000000 0 0.0000000
## like_1 0.0000000 0.4211445 0 0.0000000
## like_2 0.0000000 0.3704255 0 0.0000000
## like_3 0.0000000 0.3543851 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3764751
## cusl_2 0.0000000 0.0000000 0 0.3977524
## cusl_3 0.0000000 0.0000000 0 0.3722758
##
## , , 42
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5727510 0.0000000 0 0.0000000
## comp_2 0.3450848 0.0000000 0 0.0000000
## comp_3 0.2929078 0.0000000 0 0.0000000
## like_1 0.0000000 0.4483950 0 0.0000000
## like_2 0.0000000 0.3535546 0 0.0000000
## like_3 0.0000000 0.3570356 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3771349
## cusl_2 0.0000000 0.0000000 0 0.4356809
## cusl_3 0.0000000 0.0000000 0 0.3531216
##
## , , 43
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5198879 0.0000000 0 0.0000000
## comp_2 0.3494465 0.0000000 0 0.0000000
## comp_3 0.3068270 0.0000000 0 0.0000000
## like_1 0.0000000 0.4255008 0 0.0000000
## like_2 0.0000000 0.3491844 0 0.0000000
## like_3 0.0000000 0.3654576 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3613900
## cusl_2 0.0000000 0.0000000 0 0.4203115
## cusl_3 0.0000000 0.0000000 0 0.3635140
##
## , , 44
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5856849 0.0000000 0 0.0000000
## comp_2 0.3161056 0.0000000 0 0.0000000
## comp_3 0.2896510 0.0000000 0 0.0000000
## like_1 0.0000000 0.4015765 0 0.0000000
## like_2 0.0000000 0.4108562 0 0.0000000
## like_3 0.0000000 0.3401957 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3510973
## cusl_2 0.0000000 0.0000000 0 0.4441086
## cusl_3 0.0000000 0.0000000 0 0.4182554
##
## , , 45
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4665176 0.0000000 0 0.0000000
## comp_2 0.3603255 0.0000000 0 0.0000000
## comp_3 0.3418799 0.0000000 0 0.0000000
## like_1 0.0000000 0.4078760 0 0.0000000
## like_2 0.0000000 0.3972710 0 0.0000000
## like_3 0.0000000 0.3312207 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3912284
## cusl_2 0.0000000 0.0000000 0 0.4157302
## cusl_3 0.0000000 0.0000000 0 0.3508751
##
## , , 46
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4759532 0.0000000 0 0.0000000
## comp_2 0.3352503 0.0000000 0 0.0000000
## comp_3 0.3731953 0.0000000 0 0.0000000
## like_1 0.0000000 0.4204598 0 0.0000000
## like_2 0.0000000 0.3669565 0 0.0000000
## like_3 0.0000000 0.3736520 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3627128
## cusl_2 0.0000000 0.0000000 0 0.4253911
## cusl_3 0.0000000 0.0000000 0 0.3704015
##
## , , 47
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5746213 0.0000000 0 0.0000000
## comp_2 0.3584844 0.0000000 0 0.0000000
## comp_3 0.2616877 0.0000000 0 0.0000000
## like_1 0.0000000 0.3919184 0 0.0000000
## like_2 0.0000000 0.3952937 0 0.0000000
## like_3 0.0000000 0.3558616 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3677552
## cusl_2 0.0000000 0.0000000 0 0.4234550
## cusl_3 0.0000000 0.0000000 0 0.3571958
##
## , , 48
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5268912 0.0000000 0 0.0000000
## comp_2 0.3504403 0.0000000 0 0.0000000
## comp_3 0.3082814 0.0000000 0 0.0000000
## like_1 0.0000000 0.3999851 0 0.0000000
## like_2 0.0000000 0.4039475 0 0.0000000
## like_3 0.0000000 0.3633345 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3646208
## cusl_2 0.0000000 0.0000000 0 0.4170732
## cusl_3 0.0000000 0.0000000 0 0.3718720
##
## , , 49
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5946181 0.0000000 0 0.0000000
## comp_2 0.2876094 0.0000000 0 0.0000000
## comp_3 0.3125764 0.0000000 0 0.0000000
## like_1 0.0000000 0.3948118 0 0.0000000
## like_2 0.0000000 0.3791798 0 0.0000000
## like_3 0.0000000 0.3890175 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3652286
## cusl_2 0.0000000 0.0000000 0 0.4056866
## cusl_3 0.0000000 0.0000000 0 0.3846165
##
## , , 50
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5727929 0.0000000 0 0.0000000
## comp_2 0.3412099 0.0000000 0 0.0000000
## comp_3 0.3171324 0.0000000 0 0.0000000
## like_1 0.0000000 0.4356961 0 0.0000000
## like_2 0.0000000 0.3991758 0 0.0000000
## like_3 0.0000000 0.3374745 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3932956
## cusl_2 0.0000000 0.0000000 0 0.4257734
## cusl_3 0.0000000 0.0000000 0 0.3490358
##
## , , 51
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5623932 0.0000000 0 0.0000000
## comp_2 0.3359134 0.0000000 0 0.0000000
## comp_3 0.2944562 0.0000000 0 0.0000000
## like_1 0.0000000 0.4088130 0 0.0000000
## like_2 0.0000000 0.3521020 0 0.0000000
## like_3 0.0000000 0.3814527 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3763112
## cusl_2 0.0000000 0.0000000 0 0.4125270
## cusl_3 0.0000000 0.0000000 0 0.3385994
##
## , , 52
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5051811 0.0000000 0 0.0000000
## comp_2 0.2785159 0.0000000 0 0.0000000
## comp_3 0.3749528 0.0000000 0 0.0000000
## like_1 0.0000000 0.4215279 0 0.0000000
## like_2 0.0000000 0.3301929 0 0.0000000
## like_3 0.0000000 0.4022201 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3858572
## cusl_2 0.0000000 0.0000000 0 0.3805346
## cusl_3 0.0000000 0.0000000 0 0.3658209
##
## , , 53
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4414851 0.0000000 0 0.0000000
## comp_2 0.3543961 0.0000000 0 0.0000000
## comp_3 0.3708994 0.0000000 0 0.0000000
## like_1 0.0000000 0.3930868 0 0.0000000
## like_2 0.0000000 0.3573028 0 0.0000000
## like_3 0.0000000 0.3698526 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3603975
## cusl_2 0.0000000 0.0000000 0 0.4330996
## cusl_3 0.0000000 0.0000000 0 0.3519039
##
## , , 54
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4801021 0.0000000 0 0.0000000
## comp_2 0.3564955 0.0000000 0 0.0000000
## comp_3 0.3488740 0.0000000 0 0.0000000
## like_1 0.0000000 0.4065797 0 0.0000000
## like_2 0.0000000 0.4051957 0 0.0000000
## like_3 0.0000000 0.3412917 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3753278
## cusl_2 0.0000000 0.0000000 0 0.4455610
## cusl_3 0.0000000 0.0000000 0 0.3451187
##
## , , 55
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5010903 0.0000000 0 0.0000000
## comp_2 0.3597102 0.0000000 0 0.0000000
## comp_3 0.3559686 0.0000000 0 0.0000000
## like_1 0.0000000 0.3860893 0 0.0000000
## like_2 0.0000000 0.3983344 0 0.0000000
## like_3 0.0000000 0.3656575 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.4050800
## cusl_2 0.0000000 0.0000000 0 0.3951489
## cusl_3 0.0000000 0.0000000 0 0.3581964
##
## , , 56
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4690059 0.0000000 0 0.0000000
## comp_2 0.3582898 0.0000000 0 0.0000000
## comp_3 0.3505520 0.0000000 0 0.0000000
## like_1 0.0000000 0.4014526 0 0.0000000
## like_2 0.0000000 0.3743306 0 0.0000000
## like_3 0.0000000 0.3381073 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3807358
## cusl_2 0.0000000 0.0000000 0 0.4137552
## cusl_3 0.0000000 0.0000000 0 0.3809974
##
## , , 57
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6398409 0.0000000 0 0.0000000
## comp_2 0.3240060 0.0000000 0 0.0000000
## comp_3 0.2421987 0.0000000 0 0.0000000
## like_1 0.0000000 0.4423053 0 0.0000000
## like_2 0.0000000 0.3836473 0 0.0000000
## like_3 0.0000000 0.3401431 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3605221
## cusl_2 0.0000000 0.0000000 0 0.4260574
## cusl_3 0.0000000 0.0000000 0 0.3834178
##
## , , 58
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5004551 0.0000000 0 0.0000000
## comp_2 0.3261100 0.0000000 0 0.0000000
## comp_3 0.3458281 0.0000000 0 0.0000000
## like_1 0.0000000 0.4270045 0 0.0000000
## like_2 0.0000000 0.3712260 0 0.0000000
## like_3 0.0000000 0.3568499 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3626185
## cusl_2 0.0000000 0.0000000 0 0.4125721
## cusl_3 0.0000000 0.0000000 0 0.3682073
##
## , , 59
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5634211 0.0000000 0 0.0000000
## comp_2 0.3126998 0.0000000 0 0.0000000
## comp_3 0.3454920 0.0000000 0 0.0000000
## like_1 0.0000000 0.3760333 0 0.0000000
## like_2 0.0000000 0.4048896 0 0.0000000
## like_3 0.0000000 0.3673236 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3785472
## cusl_2 0.0000000 0.0000000 0 0.4141170
## cusl_3 0.0000000 0.0000000 0 0.3629998
##
## , , 60
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5359967 0.0000000 0 0.0000000
## comp_2 0.3243259 0.0000000 0 0.0000000
## comp_3 0.3284382 0.0000000 0 0.0000000
## like_1 0.0000000 0.4182560 0 0.0000000
## like_2 0.0000000 0.3649133 0 0.0000000
## like_3 0.0000000 0.3674928 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3710716
## cusl_2 0.0000000 0.0000000 0 0.4250279
## cusl_3 0.0000000 0.0000000 0 0.3600568
##
## , , 61
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5336987 0.0000000 0 0.0000000
## comp_2 0.2891732 0.0000000 0 0.0000000
## comp_3 0.3623443 0.0000000 0 0.0000000
## like_1 0.0000000 0.4264243 0 0.0000000
## like_2 0.0000000 0.3739913 0 0.0000000
## like_3 0.0000000 0.3630483 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3544744
## cusl_2 0.0000000 0.0000000 0 0.4183541
## cusl_3 0.0000000 0.0000000 0 0.3775547
##
## , , 62
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4871253 0.0000000 0 0.0000000
## comp_2 0.3662895 0.0000000 0 0.0000000
## comp_3 0.3222586 0.0000000 0 0.0000000
## like_1 0.0000000 0.4386931 0 0.0000000
## like_2 0.0000000 0.3793568 0 0.0000000
## like_3 0.0000000 0.3482329 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3817883
## cusl_2 0.0000000 0.0000000 0 0.4092828
## cusl_3 0.0000000 0.0000000 0 0.3496412
##
## , , 63
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5288685 0.0000000 0 0.0000000
## comp_2 0.3275231 0.0000000 0 0.0000000
## comp_3 0.3320548 0.0000000 0 0.0000000
## like_1 0.0000000 0.4143306 0 0.0000000
## like_2 0.0000000 0.4153018 0 0.0000000
## like_3 0.0000000 0.3269128 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3768084
## cusl_2 0.0000000 0.0000000 0 0.4369652
## cusl_3 0.0000000 0.0000000 0 0.3464215
##
## , , 64
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5930769 0.0000000 0 0.0000000
## comp_2 0.2892435 0.0000000 0 0.0000000
## comp_3 0.3290244 0.0000000 0 0.0000000
## like_1 0.0000000 0.4202719 0 0.0000000
## like_2 0.0000000 0.3731113 0 0.0000000
## like_3 0.0000000 0.3524223 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3705303
## cusl_2 0.0000000 0.0000000 0 0.4219544
## cusl_3 0.0000000 0.0000000 0 0.3642543
##
## , , 65
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4860374 0.0000000 0 0.0000000
## comp_2 0.3645038 0.0000000 0 0.0000000
## comp_3 0.3193732 0.0000000 0 0.0000000
## like_1 0.0000000 0.4218308 0 0.0000000
## like_2 0.0000000 0.3858212 0 0.0000000
## like_3 0.0000000 0.3521665 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3598264
## cusl_2 0.0000000 0.0000000 0 0.4234255
## cusl_3 0.0000000 0.0000000 0 0.3751608
##
## , , 66
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5188872 0.0000000 0 0.0000000
## comp_2 0.3466273 0.0000000 0 0.0000000
## comp_3 0.3410582 0.0000000 0 0.0000000
## like_1 0.0000000 0.4146286 0 0.0000000
## like_2 0.0000000 0.3733822 0 0.0000000
## like_3 0.0000000 0.3825343 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3777217
## cusl_2 0.0000000 0.0000000 0 0.4096066
## cusl_3 0.0000000 0.0000000 0 0.3747326
##
## , , 67
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5708803 0.0000000 0 0.0000000
## comp_2 0.3359879 0.0000000 0 0.0000000
## comp_3 0.3055310 0.0000000 0 0.0000000
## like_1 0.0000000 0.4240485 0 0.0000000
## like_2 0.0000000 0.3755862 0 0.0000000
## like_3 0.0000000 0.3528991 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3936921
## cusl_2 0.0000000 0.0000000 0 0.4261460
## cusl_3 0.0000000 0.0000000 0 0.3419142
##
## , , 68
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5434580 0.0000000 0 0.0000000
## comp_2 0.3362784 0.0000000 0 0.0000000
## comp_3 0.3492511 0.0000000 0 0.0000000
## like_1 0.0000000 0.4023548 0 0.0000000
## like_2 0.0000000 0.3740990 0 0.0000000
## like_3 0.0000000 0.3693693 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3475191
## cusl_2 0.0000000 0.0000000 0 0.3988951
## cusl_3 0.0000000 0.0000000 0 0.3742260
##
## , , 69
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4812173 0.0000000 0 0.0000000
## comp_2 0.3348477 0.0000000 0 0.0000000
## comp_3 0.3616150 0.0000000 0 0.0000000
## like_1 0.0000000 0.4240805 0 0.0000000
## like_2 0.0000000 0.3828604 0 0.0000000
## like_3 0.0000000 0.3360621 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3754679
## cusl_2 0.0000000 0.0000000 0 0.4032026
## cusl_3 0.0000000 0.0000000 0 0.3709543
##
## , , 70
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4952890 0.0000000 0 0.0000000
## comp_2 0.3781297 0.0000000 0 0.0000000
## comp_3 0.3761150 0.0000000 0 0.0000000
## like_1 0.0000000 0.4069833 0 0.0000000
## like_2 0.0000000 0.3968802 0 0.0000000
## like_3 0.0000000 0.3462086 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3597712
## cusl_2 0.0000000 0.0000000 0 0.4562448
## cusl_3 0.0000000 0.0000000 0 0.3670788
##
## , , 71
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4974639 0.0000000 0 0.0000000
## comp_2 0.3234605 0.0000000 0 0.0000000
## comp_3 0.3568693 0.0000000 0 0.0000000
## like_1 0.0000000 0.4187323 0 0.0000000
## like_2 0.0000000 0.3582048 0 0.0000000
## like_3 0.0000000 0.3813380 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3724823
## cusl_2 0.0000000 0.0000000 0 0.4004561
## cusl_3 0.0000000 0.0000000 0 0.3801966
##
## , , 72
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6279074 0.0000000 0 0.0000000
## comp_2 0.3094207 0.0000000 0 0.0000000
## comp_3 0.2839153 0.0000000 0 0.0000000
## like_1 0.0000000 0.4360787 0 0.0000000
## like_2 0.0000000 0.3740211 0 0.0000000
## like_3 0.0000000 0.3554950 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3600222
## cusl_2 0.0000000 0.0000000 0 0.4271513
## cusl_3 0.0000000 0.0000000 0 0.3718039
##
## , , 73
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5189393 0.0000000 0 0.0000000
## comp_2 0.3824384 0.0000000 0 0.0000000
## comp_3 0.3029978 0.0000000 0 0.0000000
## like_1 0.0000000 0.4177677 0 0.0000000
## like_2 0.0000000 0.3963403 0 0.0000000
## like_3 0.0000000 0.3578012 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3438281
## cusl_2 0.0000000 0.0000000 0 0.4428375
## cusl_3 0.0000000 0.0000000 0 0.3965564
##
## , , 74
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4888455 0.0000000 0 0.0000000
## comp_2 0.3397680 0.0000000 0 0.0000000
## comp_3 0.3489147 0.0000000 0 0.0000000
## like_1 0.0000000 0.4332995 0 0.0000000
## like_2 0.0000000 0.3438730 0 0.0000000
## like_3 0.0000000 0.3845169 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3746937
## cusl_2 0.0000000 0.0000000 0 0.4145714
## cusl_3 0.0000000 0.0000000 0 0.3583152
##
## , , 75
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6120463 0.0000000 0 0.0000000
## comp_2 0.2901750 0.0000000 0 0.0000000
## comp_3 0.3290383 0.0000000 0 0.0000000
## like_1 0.0000000 0.3988888 0 0.0000000
## like_2 0.0000000 0.3991568 0 0.0000000
## like_3 0.0000000 0.3401335 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3310295
## cusl_2 0.0000000 0.0000000 0 0.4630481
## cusl_3 0.0000000 0.0000000 0 0.3942644
##
## , , 76
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4987812 0.0000000 0 0.0000000
## comp_2 0.3449762 0.0000000 0 0.0000000
## comp_3 0.3434485 0.0000000 0 0.0000000
## like_1 0.0000000 0.4054970 0 0.0000000
## like_2 0.0000000 0.3643483 0 0.0000000
## like_3 0.0000000 0.3613685 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3617381
## cusl_2 0.0000000 0.0000000 0 0.4251078
## cusl_3 0.0000000 0.0000000 0 0.3741306
##
## , , 77
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6164751 0.0000000 0 0.0000000
## comp_2 0.3293040 0.0000000 0 0.0000000
## comp_3 0.2557724 0.0000000 0 0.0000000
## like_1 0.0000000 0.4232847 0 0.0000000
## like_2 0.0000000 0.4047932 0 0.0000000
## like_3 0.0000000 0.3415635 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3776548
## cusl_2 0.0000000 0.0000000 0 0.4208464
## cusl_3 0.0000000 0.0000000 0 0.3563363
##
## , , 78
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5417411 0.0000000 0 0.0000000
## comp_2 0.3486741 0.0000000 0 0.0000000
## comp_3 0.3486587 0.0000000 0 0.0000000
## like_1 0.0000000 0.3854588 0 0.0000000
## like_2 0.0000000 0.3947340 0 0.0000000
## like_3 0.0000000 0.3674772 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3487422
## cusl_2 0.0000000 0.0000000 0 0.4519973
## cusl_3 0.0000000 0.0000000 0 0.3544729
##
## , , 79
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5817524 0.0000000 0 0.0000000
## comp_2 0.3390907 0.0000000 0 0.0000000
## comp_3 0.2872195 0.0000000 0 0.0000000
## like_1 0.0000000 0.4338196 0 0.0000000
## like_2 0.0000000 0.4337601 0 0.0000000
## like_3 0.0000000 0.2879078 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3890431
## cusl_2 0.0000000 0.0000000 0 0.4275107
## cusl_3 0.0000000 0.0000000 0 0.3383087
##
## , , 80
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4961732 0.0000000 0 0.0000000
## comp_2 0.3624954 0.0000000 0 0.0000000
## comp_3 0.3730942 0.0000000 0 0.0000000
## like_1 0.0000000 0.3976532 0 0.0000000
## like_2 0.0000000 0.3906165 0 0.0000000
## like_3 0.0000000 0.3846749 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3691485
## cusl_2 0.0000000 0.0000000 0 0.4305353
## cusl_3 0.0000000 0.0000000 0 0.3447216
##
## , , 81
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5113760 0.0000000 0 0.0000000
## comp_2 0.3318557 0.0000000 0 0.0000000
## comp_3 0.3540258 0.0000000 0 0.0000000
## like_1 0.0000000 0.3652356 0 0.0000000
## like_2 0.0000000 0.3639184 0 0.0000000
## like_3 0.0000000 0.4207978 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3678481
## cusl_2 0.0000000 0.0000000 0 0.4096058
## cusl_3 0.0000000 0.0000000 0 0.3683132
##
## , , 82
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5148771 0.0000000 0 0.0000000
## comp_2 0.2991691 0.0000000 0 0.0000000
## comp_3 0.3377544 0.0000000 0 0.0000000
## like_1 0.0000000 0.4128973 0 0.0000000
## like_2 0.0000000 0.3956874 0 0.0000000
## like_3 0.0000000 0.3313703 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3692894
## cusl_2 0.0000000 0.0000000 0 0.3989522
## cusl_3 0.0000000 0.0000000 0 0.3760533
##
## , , 83
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5910390 0.0000000 0 0.0000000
## comp_2 0.3081737 0.0000000 0 0.0000000
## comp_3 0.3113212 0.0000000 0 0.0000000
## like_1 0.0000000 0.3999079 0 0.0000000
## like_2 0.0000000 0.3735683 0 0.0000000
## like_3 0.0000000 0.3689170 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3700818
## cusl_2 0.0000000 0.0000000 0 0.4266016
## cusl_3 0.0000000 0.0000000 0 0.3768361
##
## , , 84
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5359887 0.0000000 0 0.0000000
## comp_2 0.3120151 0.0000000 0 0.0000000
## comp_3 0.3430884 0.0000000 0 0.0000000
## like_1 0.0000000 0.4328662 0 0.0000000
## like_2 0.0000000 0.3856886 0 0.0000000
## like_3 0.0000000 0.3379311 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3794429
## cusl_2 0.0000000 0.0000000 0 0.4053774
## cusl_3 0.0000000 0.0000000 0 0.3583714
##
## , , 85
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4880600 0.0000000 0 0.0000000
## comp_2 0.3547212 0.0000000 0 0.0000000
## comp_3 0.3505662 0.0000000 0 0.0000000
## like_1 0.0000000 0.4048009 0 0.0000000
## like_2 0.0000000 0.3629913 0 0.0000000
## like_3 0.0000000 0.3846464 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3932592
## cusl_2 0.0000000 0.0000000 0 0.4283265
## cusl_3 0.0000000 0.0000000 0 0.3357181
##
## , , 86
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5838653 0.0000000 0 0.0000000
## comp_2 0.2898302 0.0000000 0 0.0000000
## comp_3 0.3154733 0.0000000 0 0.0000000
## like_1 0.0000000 0.4345651 0 0.0000000
## like_2 0.0000000 0.3864400 0 0.0000000
## like_3 0.0000000 0.3594333 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3860899
## cusl_2 0.0000000 0.0000000 0 0.4647023
## cusl_3 0.0000000 0.0000000 0 0.3543289
##
## , , 87
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6626072 0.0000000 0 0.0000000
## comp_2 0.3264911 0.0000000 0 0.0000000
## comp_3 0.2396289 0.0000000 0 0.0000000
## like_1 0.0000000 0.4123220 0 0.0000000
## like_2 0.0000000 0.3688227 0 0.0000000
## like_3 0.0000000 0.3642080 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3338601
## cusl_2 0.0000000 0.0000000 0 0.4284763
## cusl_3 0.0000000 0.0000000 0 0.3817796
##
## , , 88
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5318495 0.0000000 0 0.0000000
## comp_2 0.3232953 0.0000000 0 0.0000000
## comp_3 0.3142845 0.0000000 0 0.0000000
## like_1 0.0000000 0.4307731 0 0.0000000
## like_2 0.0000000 0.3449626 0 0.0000000
## like_3 0.0000000 0.3458795 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3650680
## cusl_2 0.0000000 0.0000000 0 0.4134769
## cusl_3 0.0000000 0.0000000 0 0.3701637
##
## , , 89
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5078604 0.0000000 0 0.0000000
## comp_2 0.3652762 0.0000000 0 0.0000000
## comp_3 0.3308574 0.0000000 0 0.0000000
## like_1 0.0000000 0.4557490 0 0.0000000
## like_2 0.0000000 0.3779099 0 0.0000000
## like_3 0.0000000 0.3314237 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3752583
## cusl_2 0.0000000 0.0000000 0 0.4243714
## cusl_3 0.0000000 0.0000000 0 0.3700288
##
## , , 90
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5306632 0.0000000 0 0.0000000
## comp_2 0.3376288 0.0000000 0 0.0000000
## comp_3 0.3402810 0.0000000 0 0.0000000
## like_1 0.0000000 0.4312023 0 0.0000000
## like_2 0.0000000 0.3851085 0 0.0000000
## like_3 0.0000000 0.3334517 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3738983
## cusl_2 0.0000000 0.0000000 0 0.4194446
## cusl_3 0.0000000 0.0000000 0 0.3544737
##
## , , 91
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5257799 0.0000000 0 0.0000000
## comp_2 0.3615156 0.0000000 0 0.0000000
## comp_3 0.3118460 0.0000000 0 0.0000000
## like_1 0.0000000 0.4082698 0 0.0000000
## like_2 0.0000000 0.3731987 0 0.0000000
## like_3 0.0000000 0.3944650 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3754739
## cusl_2 0.0000000 0.0000000 0 0.4182361
## cusl_3 0.0000000 0.0000000 0 0.3693191
##
## , , 92
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.6024639 0.0000000 0 0.0000000
## comp_2 0.3115052 0.0000000 0 0.0000000
## comp_3 0.3392558 0.0000000 0 0.0000000
## like_1 0.0000000 0.4067948 0 0.0000000
## like_2 0.0000000 0.4044543 0 0.0000000
## like_3 0.0000000 0.3501777 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3764117
## cusl_2 0.0000000 0.0000000 0 0.4094570
## cusl_3 0.0000000 0.0000000 0 0.3739106
##
## , , 93
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4785117 0.0000000 0 0.0000000
## comp_2 0.3700115 0.0000000 0 0.0000000
## comp_3 0.3603117 0.0000000 0 0.0000000
## like_1 0.0000000 0.4164759 0 0.0000000
## like_2 0.0000000 0.3896684 0 0.0000000
## like_3 0.0000000 0.3638074 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3934895
## cusl_2 0.0000000 0.0000000 0 0.4278400
## cusl_3 0.0000000 0.0000000 0 0.3431313
##
## , , 94
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5179247 0.0000000 0 0.0000000
## comp_2 0.3369294 0.0000000 0 0.0000000
## comp_3 0.3352640 0.0000000 0 0.0000000
## like_1 0.0000000 0.4463989 0 0.0000000
## like_2 0.0000000 0.3722208 0 0.0000000
## like_3 0.0000000 0.3419767 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3600017
## cusl_2 0.0000000 0.0000000 0 0.4011754
## cusl_3 0.0000000 0.0000000 0 0.3695140
##
## , , 95
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5261259 0.0000000 0 0.0000000
## comp_2 0.3551487 0.0000000 0 0.0000000
## comp_3 0.3308393 0.0000000 0 0.0000000
## like_1 0.0000000 0.4244076 0 0.0000000
## like_2 0.0000000 0.3626017 0 0.0000000
## like_3 0.0000000 0.3861509 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3447282
## cusl_2 0.0000000 0.0000000 0 0.4161323
## cusl_3 0.0000000 0.0000000 0 0.3874029
##
## , , 96
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4563612 0.0000000 0 0.0000000
## comp_2 0.3744681 0.0000000 0 0.0000000
## comp_3 0.3546547 0.0000000 0 0.0000000
## like_1 0.0000000 0.4270898 0 0.0000000
## like_2 0.0000000 0.3824772 0 0.0000000
## like_3 0.0000000 0.3428320 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3660885
## cusl_2 0.0000000 0.0000000 0 0.4358774
## cusl_3 0.0000000 0.0000000 0 0.3689174
##
## , , 97
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5235092 0.0000000 0 0.0000000
## comp_2 0.3592162 0.0000000 0 0.0000000
## comp_3 0.3134376 0.0000000 0 0.0000000
## like_1 0.0000000 0.4097138 0 0.0000000
## like_2 0.0000000 0.3651706 0 0.0000000
## like_3 0.0000000 0.3998617 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3461958
## cusl_2 0.0000000 0.0000000 0 0.4189295
## cusl_3 0.0000000 0.0000000 0 0.3904761
##
## , , 98
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.4963145 0.0000000 0 0.0000000
## comp_2 0.4482795 0.0000000 0 0.0000000
## comp_3 0.2789938 0.0000000 0 0.0000000
## like_1 0.0000000 0.4339687 0 0.0000000
## like_2 0.0000000 0.3962214 0 0.0000000
## like_3 0.0000000 0.3587031 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3717645
## cusl_2 0.0000000 0.0000000 0 0.4323434
## cusl_3 0.0000000 0.0000000 0 0.3596430
##
## , , 99
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5396598 0.0000000 0 0.0000000
## comp_2 0.3489590 0.0000000 0 0.0000000
## comp_3 0.3203542 0.0000000 0 0.0000000
## like_1 0.0000000 0.4043905 0 0.0000000
## like_2 0.0000000 0.3952872 0 0.0000000
## like_3 0.0000000 0.3433065 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3665598
## cusl_2 0.0000000 0.0000000 0 0.4242795
## cusl_3 0.0000000 0.0000000 0 0.3510296
##
## , , 100
##
## COMPETIVENESS LIKE CUSA CUSL
## comp_1 0.5528392 0.0000000 0 0.0000000
## comp_2 0.3507144 0.0000000 0 0.0000000
## comp_3 0.3135526 0.0000000 0 0.0000000
## like_1 0.0000000 0.4151329 0 0.0000000
## like_2 0.0000000 0.3769411 0 0.0000000
## like_3 0.0000000 0.3674153 0 0.0000000
## cusa 0.0000000 0.0000000 1 0.0000000
## cusl_1 0.0000000 0.0000000 0 0.3776579
## cusl_2 0.0000000 0.0000000 0 0.4125006
## cusl_3 0.0000000 0.0000000 0 0.3562938
##
##
## $boot_HTMT
## , , 1
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7023835 0.5041602 0.6519872
## LIKE NA NA 0.5378989 0.7558986
## CUSA NA NA NA 0.7693825
## CUSL NA NA NA NA
##
## , , 2
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7601061 0.3748425 0.4130606
## LIKE NA NA 0.5637283 0.7359621
## CUSA NA NA NA 0.7861167
## CUSL NA NA NA NA
##
## , , 3
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7550236 0.4907182 0.5014622
## LIKE NA NA 0.5731583 0.7860519
## CUSA NA NA NA 0.7586312
## CUSL NA NA NA NA
##
## , , 4
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8115638 0.5401452 0.5686106
## LIKE NA NA 0.5781903 0.6988224
## CUSA NA NA NA 0.7490896
## CUSL NA NA NA NA
##
## , , 5
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7435265 0.5079223 0.5482968
## LIKE NA NA 0.4946908 0.6820480
## CUSA NA NA NA 0.7271244
## CUSL NA NA NA NA
##
## , , 6
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7978739 0.4709158 0.4903146
## LIKE NA NA 0.5533305 0.7079324
## CUSA NA NA NA 0.7723905
## CUSL NA NA NA NA
##
## , , 7
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7936548 0.4929011 0.5536352
## LIKE NA NA 0.6488499 0.7874857
## CUSA NA NA NA 0.7979294
## CUSL NA NA NA NA
##
## , , 8
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7747296 0.4938215 0.6062806
## LIKE NA NA 0.5455996 0.6956306
## CUSA NA NA NA 0.6850706
## CUSL NA NA NA NA
##
## , , 9
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7152001 0.3885481 0.5137827
## LIKE NA NA 0.5844953 0.7555512
## CUSA NA NA NA 0.7247271
## CUSL NA NA NA NA
##
## , , 10
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7947415 0.5264890 0.5169396
## LIKE NA NA 0.5707302 0.7191628
## CUSA NA NA NA 0.7691565
## CUSL NA NA NA NA
##
## , , 11
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7709436 0.5570724 0.5043409
## LIKE NA NA 0.5829724 0.7199261
## CUSA NA NA NA 0.7413785
## CUSL NA NA NA NA
##
## , , 12
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7172894 0.4843688 0.4906742
## LIKE NA NA 0.6282107 0.7372692
## CUSA NA NA NA 0.7914396
## CUSL NA NA NA NA
##
## , , 13
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7972895 0.4259239 0.5722720
## LIKE NA NA 0.5635034 0.7576242
## CUSA NA NA NA 0.7438941
## CUSL NA NA NA NA
##
## , , 14
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8545901 0.5239630 0.4868787
## LIKE NA NA 0.6755997 0.7875524
## CUSA NA NA NA 0.8016416
## CUSL NA NA NA NA
##
## , , 15
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7455447 0.4360606 0.5099975
## LIKE NA NA 0.5760481 0.7523711
## CUSA NA NA NA 0.7722432
## CUSL NA NA NA NA
##
## , , 16
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.776248 0.5093797 0.5039351
## LIKE NA NA 0.5755406 0.7457517
## CUSA NA NA NA 0.6980442
## CUSL NA NA NA NA
##
## , , 17
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7411043 0.4619600 0.4601068
## LIKE NA NA 0.6686315 0.6937755
## CUSA NA NA NA 0.7437738
## CUSL NA NA NA NA
##
## , , 18
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7945896 0.5129734 0.5886614
## LIKE NA NA 0.5706236 0.7309667
## CUSA NA NA NA 0.8017849
## CUSL NA NA NA NA
##
## , , 19
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.6798742 0.4407254 0.5125704
## LIKE NA NA 0.6123339 0.7942146
## CUSA NA NA NA 0.7970324
## CUSL NA NA NA NA
##
## , , 20
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7706289 0.4762858 0.5288907
## LIKE NA NA 0.6394040 0.7412791
## CUSA NA NA NA 0.7986122
## CUSL NA NA NA NA
##
## , , 21
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8198606 0.5101303 0.5843169
## LIKE NA NA 0.5420618 0.7322532
## CUSA NA NA NA 0.7262809
## CUSL NA NA NA NA
##
## , , 22
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7585626 0.4903823 0.5370721
## LIKE NA NA 0.6070534 0.7502960
## CUSA NA NA NA 0.7899280
## CUSL NA NA NA NA
##
## , , 23
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8266235 0.5618843 0.5628627
## LIKE NA NA 0.6072011 0.7826786
## CUSA NA NA NA 0.7673601
## CUSL NA NA NA NA
##
## , , 24
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7385732 0.3928246 0.5191010
## LIKE NA NA 0.5928017 0.7702459
## CUSA NA NA NA 0.7569942
## CUSL NA NA NA NA
##
## , , 25
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7860246 0.3819658 0.4967093
## LIKE NA NA 0.5838171 0.7986629
## CUSA NA NA NA 0.7765054
## CUSL NA NA NA NA
##
## , , 26
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8133718 0.5052477 0.5406051
## LIKE NA NA 0.6214491 0.7447163
## CUSA NA NA NA 0.7463674
## CUSL NA NA NA NA
##
## , , 27
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7629876 0.5004059 0.5190259
## LIKE NA NA 0.6008142 0.7595005
## CUSA NA NA NA 0.7821530
## CUSL NA NA NA NA
##
## , , 28
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7442403 0.3709730 0.3843223
## LIKE NA NA 0.5573319 0.6808594
## CUSA NA NA NA 0.7507347
## CUSL NA NA NA NA
##
## , , 29
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8070852 0.5218158 0.5547553
## LIKE NA NA 0.6067397 0.7141826
## CUSA NA NA NA 0.7268827
## CUSL NA NA NA NA
##
## , , 30
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7155291 0.4790172 0.5324875
## LIKE NA NA 0.5717828 0.6836072
## CUSA NA NA NA 0.7013899
## CUSL NA NA NA NA
##
## , , 31
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.774567 0.4429140 0.5793698
## LIKE NA NA 0.5805685 0.7692003
## CUSA NA NA NA 0.7542994
## CUSL NA NA NA NA
##
## , , 32
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7621832 0.6061798 0.6533956
## LIKE NA NA 0.6417516 0.7416864
## CUSA NA NA NA 0.8419392
## CUSL NA NA NA NA
##
## , , 33
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8069359 0.4189666 0.4660279
## LIKE NA NA 0.4990829 0.7133241
## CUSA NA NA NA 0.7255250
## CUSL NA NA NA NA
##
## , , 34
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8237101 0.5286869 0.4867024
## LIKE NA NA 0.6257383 0.7517194
## CUSA NA NA NA 0.7394135
## CUSL NA NA NA NA
##
## , , 35
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7807734 0.5436592 0.6083966
## LIKE NA NA 0.5875580 0.7697808
## CUSA NA NA NA 0.7342604
## CUSL NA NA NA NA
##
## , , 36
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7645954 0.4772369 0.4981677
## LIKE NA NA 0.6307937 0.7514985
## CUSA NA NA NA 0.7294652
## CUSL NA NA NA NA
##
## , , 37
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.6990831 0.3570089 0.4913025
## LIKE NA NA 0.5211899 0.6863875
## CUSA NA NA NA 0.7846193
## CUSL NA NA NA NA
##
## , , 38
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.828077 0.4915682 0.5325013
## LIKE NA NA 0.5817704 0.7279807
## CUSA NA NA NA 0.7386874
## CUSL NA NA NA NA
##
## , , 39
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.851775 0.5082502 0.6062430
## LIKE NA NA 0.5696334 0.7651275
## CUSA NA NA NA 0.7791320
## CUSL NA NA NA NA
##
## , , 40
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7830534 0.4758483 0.5159429
## LIKE NA NA 0.5563631 0.7529282
## CUSA NA NA NA 0.7802728
## CUSL NA NA NA NA
##
## , , 41
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7855795 0.5135845 0.5783785
## LIKE NA NA 0.6064186 0.7744663
## CUSA NA NA NA 0.8069460
## CUSL NA NA NA NA
##
## , , 42
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.766892 0.4655705 0.4323083
## LIKE NA NA 0.5936021 0.6849004
## CUSA NA NA NA 0.7097869
## CUSL NA NA NA NA
##
## , , 43
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7548615 0.4751440 0.5326717
## LIKE NA NA 0.5959118 0.7505307
## CUSA NA NA NA 0.7790229
## CUSL NA NA NA NA
##
## , , 44
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7330703 0.3396479 0.5206170
## LIKE NA NA 0.4218072 0.7365643
## CUSA NA NA NA 0.7181239
## CUSL NA NA NA NA
##
## , , 45
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7762577 0.5350642 0.6104879
## LIKE NA NA 0.6001113 0.7609073
## CUSA NA NA NA 0.7608854
## CUSL NA NA NA NA
##
## , , 46
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7820404 0.4671551 0.5806338
## LIKE NA NA 0.5314231 0.7626069
## CUSA NA NA NA 0.7183751
## CUSL NA NA NA NA
##
## , , 47
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7138703 0.3836139 0.4051882
## LIKE NA NA 0.5534714 0.6256934
## CUSA NA NA NA 0.7215075
## CUSL NA NA NA NA
##
## , , 48
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7574289 0.4032129 0.4597965
## LIKE NA NA 0.5927419 0.7771393
## CUSA NA NA NA 0.7613756
## CUSL NA NA NA NA
##
## , , 49
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7434812 0.3497728 0.3961431
## LIKE NA NA 0.5231819 0.7202650
## CUSA NA NA NA 0.7563173
## CUSL NA NA NA NA
##
## , , 50
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7684717 0.4455823 0.5523669
## LIKE NA NA 0.6073142 0.7432683
## CUSA NA NA NA 0.7473045
## CUSL NA NA NA NA
##
## , , 51
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8067423 0.4412073 0.4645099
## LIKE NA NA 0.5811459 0.7174929
## CUSA NA NA NA 0.7941636
## CUSL NA NA NA NA
##
## , , 52
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7416445 0.4668826 0.5664118
## LIKE NA NA 0.6037752 0.7697456
## CUSA NA NA NA 0.8113065
## CUSL NA NA NA NA
##
## , , 53
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8244357 0.5387943 0.6004079
## LIKE NA NA 0.5817664 0.7366573
## CUSA NA NA NA 0.7862760
## CUSL NA NA NA NA
##
## , , 54
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7882179 0.5188291 0.5579322
## LIKE NA NA 0.5962901 0.7230225
## CUSA NA NA NA 0.7129671
## CUSL NA NA NA NA
##
## , , 55
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7868118 0.4745090 0.5277658
## LIKE NA NA 0.5839761 0.6590362
## CUSA NA NA NA 0.6726749
## CUSL NA NA NA NA
##
## , , 56
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8174636 0.5569166 0.6636069
## LIKE NA NA 0.5624960 0.7879622
## CUSA NA NA NA 0.7856321
## CUSL NA NA NA NA
##
## , , 57
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8219406 0.3722523 0.5313198
## LIKE NA NA 0.5717981 0.7826891
## CUSA NA NA NA 0.7892902
## CUSL NA NA NA NA
##
## , , 58
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7797424 0.5244999 0.5381713
## LIKE NA NA 0.6470611 0.7932258
## CUSA NA NA NA 0.7856761
## CUSL NA NA NA NA
##
## , , 59
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.750033 0.4173421 0.5407085
## LIKE NA NA 0.5996658 0.7064000
## CUSA NA NA NA 0.7543085
## CUSL NA NA NA NA
##
## , , 60
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8160738 0.3845229 0.5198946
## LIKE NA NA 0.5041562 0.7159839
## CUSA NA NA NA 0.7562195
## CUSL NA NA NA NA
##
## , , 61
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7827815 0.5229042 0.5460048
## LIKE NA NA 0.5875034 0.7485718
## CUSA NA NA NA 0.7822321
## CUSL NA NA NA NA
##
## , , 62
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7802396 0.4964701 0.5758196
## LIKE NA NA 0.6372921 0.8190477
## CUSA NA NA NA 0.8052075
## CUSL NA NA NA NA
##
## , , 63
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8283797 0.4629187 0.5916789
## LIKE NA NA 0.6323012 0.7616001
## CUSA NA NA NA 0.7453897
## CUSL NA NA NA NA
##
## , , 64
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7592363 0.4737465 0.5404588
## LIKE NA NA 0.6277938 0.7841647
## CUSA NA NA NA 0.7827532
## CUSL NA NA NA NA
##
## , , 65
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8299395 0.5982367 0.5530802
## LIKE NA NA 0.6344551 0.7631286
## CUSA NA NA NA 0.8131948
## CUSL NA NA NA NA
##
## , , 66
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7742336 0.5038981 0.5584830
## LIKE NA NA 0.6183915 0.7749434
## CUSA NA NA NA 0.7353029
## CUSL NA NA NA NA
##
## , , 67
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7907332 0.4597867 0.5089585
## LIKE NA NA 0.5838349 0.7177531
## CUSA NA NA NA 0.7402151
## CUSL NA NA NA NA
##
## , , 68
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7467033 0.4498282 0.5318068
## LIKE NA NA 0.7049107 0.8103963
## CUSA NA NA NA 0.7916984
## CUSL NA NA NA NA
##
## , , 69
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.770722 0.4454765 0.5761844
## LIKE NA NA 0.5894435 0.7322917
## CUSA NA NA NA 0.8164189
## CUSL NA NA NA NA
##
## , , 70
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8457532 0.6151716 0.6465377
## LIKE NA NA 0.5694909 0.7658414
## CUSA NA NA NA 0.7745582
## CUSL NA NA NA NA
##
## , , 71
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7086622 0.4367338 0.5716815
## LIKE NA NA 0.5403254 0.6927871
## CUSA NA NA NA 0.7105644
## CUSL NA NA NA NA
##
## , , 72
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7386743 0.4300563 0.4796373
## LIKE NA NA 0.5691557 0.7686943
## CUSA NA NA NA 0.7955849
## CUSL NA NA NA NA
##
## , , 73
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7332917 0.5302943 0.5751684
## LIKE NA NA 0.6540972 0.7832364
## CUSA NA NA NA 0.7995165
## CUSL NA NA NA NA
##
## , , 74
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7750836 0.5118462 0.4771038
## LIKE NA NA 0.6339128 0.7404868
## CUSA NA NA NA 0.7541788
## CUSL NA NA NA NA
##
## , , 75
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7140222 0.3473488 0.4017848
## LIKE NA NA 0.5162532 0.6810997
## CUSA NA NA NA 0.7513094
## CUSL NA NA NA NA
##
## , , 76
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8779989 0.4864959 0.5494555
## LIKE NA NA 0.5908129 0.7139895
## CUSA NA NA NA 0.7428711
## CUSL NA NA NA NA
##
## , , 77
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7427695 0.4045675 0.4449145
## LIKE NA NA 0.5019319 0.6639693
## CUSA NA NA NA 0.7143696
## CUSL NA NA NA NA
##
## , , 78
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7210737 0.4654956 0.4977229
## LIKE NA NA 0.5822366 0.6910086
## CUSA NA NA NA 0.7512221
## CUSL NA NA NA NA
##
## , , 79
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7028565 0.4602572 0.4301097
## LIKE NA NA 0.5699832 0.7225825
## CUSA NA NA NA 0.7272459
## CUSL NA NA NA NA
##
## , , 80
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7905841 0.5574501 0.5178779
## LIKE NA NA 0.6059096 0.7552343
## CUSA NA NA NA 0.7675383
## CUSL NA NA NA NA
##
## , , 81
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7895645 0.4517146 0.5616973
## LIKE NA NA 0.5487856 0.7955261
## CUSA NA NA NA 0.7798611
## CUSL NA NA NA NA
##
## , , 82
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7794164 0.4360517 0.5483706
## LIKE NA NA 0.6767526 0.7708012
## CUSA NA NA NA 0.8175612
## CUSL NA NA NA NA
##
## , , 83
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7230654 0.4714826 0.5495676
## LIKE NA NA 0.5676968 0.7541859
## CUSA NA NA NA 0.7620719
## CUSL NA NA NA NA
##
## , , 84
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8022365 0.5138977 0.5498785
## LIKE NA NA 0.6218311 0.7209890
## CUSA NA NA NA 0.7787596
## CUSL NA NA NA NA
##
## , , 85
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.861348 0.5285739 0.6477629
## LIKE NA NA 0.5657290 0.7061303
## CUSA NA NA NA 0.6973545
## CUSL NA NA NA NA
##
## , , 86
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7518244 0.4197600 0.4672592
## LIKE NA NA 0.5529524 0.7663741
## CUSA NA NA NA 0.7497607
## CUSL NA NA NA NA
##
## , , 87
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7393718 0.3522398 0.3831166
## LIKE NA NA 0.5847369 0.7299229
## CUSA NA NA NA 0.7806842
## CUSL NA NA NA NA
##
## , , 88
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8189254 0.4321022 0.6162271
## LIKE NA NA 0.5243537 0.7378328
## CUSA NA NA NA 0.7996409
## CUSL NA NA NA NA
##
## , , 89
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7883844 0.4223805 0.4729898
## LIKE NA NA 0.5406296 0.6735915
## CUSA NA NA NA 0.7266566
## CUSL NA NA NA NA
##
## , , 90
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8539792 0.5624204 0.5621405
## LIKE NA NA 0.6611888 0.6924596
## CUSA NA NA NA 0.7754754
## CUSL NA NA NA NA
##
## , , 91
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.848238 0.4469201 0.4971859
## LIKE NA NA 0.5710210 0.7752436
## CUSA NA NA NA 0.7210559
## CUSL NA NA NA NA
##
## , , 92
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8172017 0.5229843 0.5432189
## LIKE NA NA 0.6186718 0.7897158
## CUSA NA NA NA 0.7309868
## CUSL NA NA NA NA
##
## , , 93
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7407281 0.4810647 0.6044937
## LIKE NA NA 0.6142011 0.7560451
## CUSA NA NA NA 0.7072527
## CUSL NA NA NA NA
##
## , , 94
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8347668 0.5103439 0.5210097
## LIKE NA NA 0.6420540 0.7833666
## CUSA NA NA NA 0.7932668
## CUSL NA NA NA NA
##
## , , 95
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8038165 0.3973244 0.5275248
## LIKE NA NA 0.5829951 0.7628575
## CUSA NA NA NA 0.7342268
## CUSL NA NA NA NA
##
## , , 96
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8018052 0.6129825 0.6218891
## LIKE NA NA 0.6010197 0.7429984
## CUSA NA NA NA 0.8331507
## CUSL NA NA NA NA
##
## , , 97
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7383461 0.3812274 0.4351379
## LIKE NA NA 0.5991599 0.6720215
## CUSA NA NA NA 0.7447529
## CUSL NA NA NA NA
##
## , , 98
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.7021523 0.4868071 0.4566078
## LIKE NA NA 0.6518546 0.7825146
## CUSA NA NA NA 0.7532938
## CUSL NA NA NA NA
##
## , , 99
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.797167 0.4506894 0.4903495
## LIKE NA NA 0.5289628 0.7484889
## CUSA NA NA NA 0.7286857
## CUSL NA NA NA NA
##
## , , 100
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS NA 0.8380958 0.4405093 0.5124016
## LIKE NA NA 0.5928144 0.7446111
## CUSA NA NA NA 0.7089474
## CUSL NA NA NA NA
##
##
## $boot_total_paths
## , , 1
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2560104 0.2420477
## LIKE 0 0 0.3452445 0.4816135
## CUSA 0 0 0.0000000 0.4925783
## CUSL 0 0 0.0000000 0.0000000
##
## , , 2
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1006187 -0.0203205
## LIKE 0 0 0.4481344 0.6172885
## CUSA 0 0 0.0000000 0.5516032
## CUSL 0 0 0.0000000 0.0000000
##
## , , 3
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2048192 0.02752847
## LIKE 0 0 0.3906058 0.61533572
## CUSA 0 0 0.0000000 0.50405703
## CUSL 0 0 0.0000000 0.00000000
##
## , , 4
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2697110 0.1809709
## LIKE 0 0 0.3446091 0.4557232
## CUSA 0 0 0.0000000 0.5166009
## CUSL 0 0 0.0000000 0.0000000
##
## , , 5
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2935277 0.1527049
## LIKE 0 0 0.2799470 0.4676204
## CUSA 0 0 0.0000000 0.4942782
## CUSL 0 0 0.0000000 0.0000000
##
## , , 6
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1911214 0.03920695
## LIKE 0 0 0.3793678 0.56251999
## CUSA 0 0 0.0000000 0.55177675
## CUSL 0 0 0.0000000 0.00000000
##
## , , 7
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1334576 0.07292135
## LIKE 0 0 0.5049478 0.59981208
## CUSA 0 0 0.0000000 0.52600421
## CUSL 0 0 0.0000000 0.00000000
##
## , , 8
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2162741 0.2307064
## LIKE 0 0 0.3616433 0.4354140
## CUSA 0 0 0.0000000 0.4268282
## CUSL 0 0 0.0000000 0.0000000
##
## , , 9
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.09448767 0.07494541
## LIKE 0 0 0.48689268 0.60532574
## CUSA 0 0 0.00000000 0.43995300
## CUSL 0 0 0.00000000 0.00000000
##
## , , 10
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2430660 0.06340631
## LIKE 0 0 0.3684083 0.56968669
## CUSA 0 0 0.0000000 0.55346687
## CUSL 0 0 0.0000000 0.00000000
##
## , , 11
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3016417 0.1041250
## LIKE 0 0 0.3469545 0.5394129
## CUSA 0 0 0.0000000 0.5139482
## CUSL 0 0 0.0000000 0.0000000
##
## , , 12
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1877766 0.09648069
## LIKE 0 0 0.4573788 0.54641122
## CUSA 0 0 0.0000000 0.56114706
## CUSL 0 0 0.0000000 0.00000000
##
## , , 13
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1119080 0.1200880
## LIKE 0 0 0.4472819 0.5536779
## CUSA 0 0 0.0000000 0.4681218
## CUSL 0 0 0.0000000 0.0000000
##
## , , 14
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1143468 -0.1117552
## LIKE 0 0 0.5383105 0.7458121
## CUSA 0 0 0.0000000 0.5529353
## CUSL 0 0 0.0000000 0.0000000
##
## , , 15
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1329544 0.07221355
## LIKE 0 0 0.4388691 0.57555730
## CUSA 0 0 0.0000000 0.52550409
## CUSL 0 0 0.0000000 0.00000000
##
## , , 16
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2095962 0.01563675
## LIKE 0 0 0.4005513 0.62498543
## CUSA 0 0 0.0000000 0.43278635
## CUSL 0 0 0.0000000 0.00000000
##
## , , 17
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08864524 0.04660744
## LIKE 0 0 0.55525902 0.55974872
## CUSA 0 0 0.00000000 0.53003226
## CUSL 0 0 0.00000000 0.00000000
##
## , , 18
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2191723 0.1335035
## LIKE 0 0 0.3823379 0.5237333
## CUSA 0 0 0.0000000 0.5517543
## CUSL 0 0 0.0000000 0.0000000
##
## , , 19
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1237177 0.06826572
## LIKE 0 0 0.4950076 0.63927311
## CUSA 0 0 0.0000000 0.51845751
## CUSL 0 0 0.0000000 0.00000000
##
## , , 20
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1348132 0.1000333
## LIKE 0 0 0.4978845 0.5509386
## CUSA 0 0 0.0000000 0.5571951
## CUSL 0 0 0.0000000 0.0000000
##
## , , 21
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2136672 0.1167708
## LIKE 0 0 0.3540715 0.5183736
## CUSA 0 0 0.0000000 0.4733581
## CUSL 0 0 0.0000000 0.0000000
##
## , , 22
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.160208 0.0857285
## LIKE 0 0 0.460014 0.5950962
## CUSA 0 0 0.000000 0.5562945
## CUSL 0 0 0.000000 0.0000000
##
## , , 23
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2441451 0.0614985
## LIKE 0 0 0.3987800 0.6175999
## CUSA 0 0 0.0000000 0.5002834
## CUSL 0 0 0.0000000 0.0000000
##
## , , 24
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.07079434 0.09205373
## LIKE 0 0 0.49220374 0.58103940
## CUSA 0 0 0.00000000 0.49068249
## CUSL 0 0 0.00000000 0.00000000
##
## , , 25
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.05027553 0.004783847
## LIKE 0 0 0.50546027 0.657004313
## CUSA 0 0 0.00000000 0.492299547
## CUSL 0 0 0.00000000 0.000000000
##
## , , 26
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1702776 0.07785837
## LIKE 0 0 0.4478519 0.54823080
## CUSA 0 0 0.0000000 0.48203877
## CUSL 0 0 0.0000000 0.00000000
##
## , , 27
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1743146 0.04164934
## LIKE 0 0 0.4451336 0.62659459
## CUSA 0 0 0.0000000 0.52941628
## CUSL 0 0 0.0000000 0.00000000
##
## , , 28
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08604187 0.01091528
## LIKE 0 0 0.44862063 0.55038373
## CUSA 0 0 0.00000000 0.54354428
## CUSL 0 0 0.00000000 0.00000000
##
## , , 29
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1881976 0.1196650
## LIKE 0 0 0.4309380 0.5233537
## CUSA 0 0 0.0000000 0.4808904
## CUSL 0 0 0.0000000 0.0000000
##
## , , 30
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2130316 0.1680065
## LIKE 0 0 0.3973823 0.4716428
## CUSA 0 0 0.0000000 0.4550673
## CUSL 0 0 0.0000000 0.0000000
##
## , , 31
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1196773 0.1080645
## LIKE 0 0 0.4582222 0.5745822
## CUSA 0 0 0.0000000 0.4734631
## CUSL 0 0 0.0000000 0.0000000
##
## , , 32
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3019690 0.2549931
## LIKE 0 0 0.3978073 0.4682048
## CUSA 0 0 0.0000000 0.6088477
## CUSL 0 0 0.0000000 0.0000000
##
## , , 33
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1591764 0.01964268
## LIKE 0 0 0.3552378 0.57279186
## CUSA 0 0 0.0000000 0.50624832
## CUSL 0 0 0.0000000 0.00000000
##
## , , 34
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1611314 -0.03853956
## LIKE 0 0 0.4663271 0.66247240
## CUSA 0 0 0.0000000 0.48570386
## CUSL 0 0 0.0000000 0.00000000
##
## , , 35
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2510836 0.1794239
## LIKE 0 0 0.3760809 0.5210770
## CUSA 0 0 0.0000000 0.4533596
## CUSL 0 0 0.0000000 0.0000000
##
## , , 36
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1534343 0.06132913
## LIKE 0 0 0.4753995 0.57155414
## CUSA 0 0 0.0000000 0.45857904
## CUSL 0 0 0.0000000 0.00000000
##
## , , 37
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.09882979 0.1198351
## LIKE 0 0 0.41886895 0.4886212
## CUSA 0 0 0.00000000 0.5639749
## CUSL 0 0 0.00000000 0.0000000
##
## , , 38
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1361871 0.03038461
## LIKE 0 0 0.4500980 0.60885827
## CUSA 0 0 0.0000000 0.48556912
## CUSL 0 0 0.0000000 0.00000000
##
## , , 39
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1561404 0.09130694
## LIKE 0 0 0.4212387 0.58277669
## CUSA 0 0 0.0000000 0.51663641
## CUSL 0 0 0.0000000 0.00000000
##
## , , 40
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2180414 0.05462866
## LIKE 0 0 0.3652738 0.59423755
## CUSA 0 0 0.0000000 0.53879406
## CUSL 0 0 0.0000000 0.00000000
##
## , , 41
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2112928 0.1157127
## LIKE 0 0 0.4169030 0.5770870
## CUSA 0 0 0.0000000 0.5454512
## CUSL 0 0 0.0000000 0.0000000
##
## , , 42
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1496859 0.02555782
## LIKE 0 0 0.4509002 0.55474348
## CUSA 0 0 0.0000000 0.47698167
## CUSL 0 0 0.0000000 0.00000000
##
## , , 43
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1647991 0.07429952
## LIKE 0 0 0.4445091 0.59132153
## CUSA 0 0 0.0000000 0.52396319
## CUSL 0 0 0.0000000 0.00000000
##
## , , 44
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1760306 0.1205741
## LIKE 0 0 0.2785048 0.5142140
## CUSA 0 0 0.0000000 0.4722665
## CUSL 0 0 0.0000000 0.0000000
##
## , , 45
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2304330 0.1546862
## LIKE 0 0 0.4074776 0.5396269
## CUSA 0 0 0.0000000 0.4785246
## CUSL 0 0 0.0000000 0.0000000
##
## , , 46
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2001870 0.1189473
## LIKE 0 0 0.3535742 0.5563636
## CUSA 0 0 0.0000000 0.4490426
## CUSL 0 0 0.0000000 0.0000000
##
## , , 47
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1081948 0.07718213
## LIKE 0 0 0.4454974 0.48272777
## CUSA 0 0 0.0000000 0.52720369
## CUSL 0 0 0.0000000 0.00000000
##
## , , 48
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.07797356 -0.02302283
## LIKE 0 0 0.48778026 0.65536619
## CUSA 0 0 0.00000000 0.49903997
## CUSL 0 0 0.00000000 0.00000000
##
## , , 49
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1053475 -0.02879323
## LIKE 0 0 0.4103999 0.61252302
## CUSA 0 0 0.0000000 0.53342385
## CUSL 0 0 0.0000000 0.00000000
##
## , , 50
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1198112 0.1396878
## LIKE 0 0 0.4798641 0.5233046
## CUSA 0 0 0.0000000 0.4774077
## CUSL 0 0 0.0000000 0.0000000
##
## , , 51
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1101248 -0.002402612
## LIKE 0 0 0.4611712 0.619955721
## CUSA 0 0 0.0000000 0.578371465
## CUSL 0 0 0.0000000 0.000000000
##
## , , 52
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1521003 0.1411944
## LIKE 0 0 0.4600610 0.5639817
## CUSA 0 0 0.0000000 0.5535582
## CUSL 0 0 0.0000000 0.0000000
##
## , , 53
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2173552 0.1153862
## LIKE 0 0 0.3914548 0.5516912
## CUSA 0 0 0.0000000 0.5395861
## CUSL 0 0 0.0000000 0.0000000
##
## , , 54
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2150548 0.1178877
## LIKE 0 0 0.4052937 0.5244574
## CUSA 0 0 0.0000000 0.4547047
## CUSL 0 0 0.0000000 0.0000000
##
## , , 55
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1465097 0.1399068
## LIKE 0 0 0.4415334 0.4648935
## CUSA 0 0 0.0000000 0.4329833
## CUSL 0 0 0.0000000 0.0000000
##
## , , 56
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2749549 0.1551677
## LIKE 0 0 0.3380720 0.5590161
## CUSA 0 0 0.0000000 0.4845967
## CUSL 0 0 0.0000000 0.0000000
##
## , , 57
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.04071487 0.07818501
## LIKE 0 0 0.49308332 0.58870333
## CUSA 0 0 0.00000000 0.51927693
## CUSL 0 0 0.00000000 0.00000000
##
## , , 58
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1785658 0.02932753
## LIKE 0 0 0.4766387 0.64560617
## CUSA 0 0 0.0000000 0.51625553
## CUSL 0 0 0.0000000 0.00000000
##
## , , 59
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.07480737 0.1359741
## LIKE 0 0 0.50216294 0.5041815
## CUSA 0 0 0.00000000 0.5128987
## CUSL 0 0 0.00000000 0.0000000
##
## , , 60
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1000856 0.06374177
## LIKE 0 0 0.3940914 0.55629034
## CUSA 0 0 0.0000000 0.52150153
## CUSL 0 0 0.0000000 0.00000000
##
## , , 61
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2620023 0.1079297
## LIKE 0 0 0.3633191 0.5515374
## CUSA 0 0 0.0000000 0.5435129
## CUSL 0 0 0.0000000 0.0000000
##
## , , 62
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1422739 0.07022977
## LIKE 0 0 0.4885415 0.64356694
## CUSA 0 0 0.0000000 0.51608545
## CUSL 0 0 0.0000000 0.00000000
##
## , , 63
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08685332 0.1335238
## LIKE 0 0 0.52175058 0.5450886
## CUSA 0 0 0.00000000 0.4571376
## CUSL 0 0 0.00000000 0.0000000
##
## , , 64
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1640800 0.08010695
## LIKE 0 0 0.4760151 0.60785471
## CUSA 0 0 0.0000000 0.49775417
## CUSL 0 0 0.0000000 0.00000000
##
## , , 65
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2903650 0.0551738
## LIKE 0 0 0.3784188 0.5942854
## CUSA 0 0 0.0000000 0.5902422
## CUSL 0 0 0.0000000 0.0000000
##
## , , 66
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1897856 0.1041962
## LIKE 0 0 0.4397014 0.5700462
## CUSA 0 0 0.0000000 0.4513939
## CUSL 0 0 0.0000000 0.0000000
##
## , , 67
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1385429 0.09371305
## LIKE 0 0 0.4459488 0.53849298
## CUSA 0 0 0.0000000 0.48641662
## CUSL 0 0 0.0000000 0.00000000
##
## , , 68
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.02937043 0.02205193
## LIKE 0 0 0.62894018 0.68217712
## CUSA 0 0 0.00000000 0.49858967
## CUSL 0 0 0.00000000 0.00000000
##
## , , 69
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.09107806 0.1396782
## LIKE 0 0 0.48884380 0.5294283
## CUSA 0 0 0.00000000 0.5744611
## CUSL 0 0 0.00000000 0.0000000
##
## , , 70
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3330012 0.1440481
## LIKE 0 0 0.3032313 0.5328596
## CUSA 0 0 0.0000000 0.5104132
## CUSL 0 0 0.0000000 0.0000000
##
## , , 71
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1757222 0.2182866
## LIKE 0 0 0.3903940 0.4447446
## CUSA 0 0 0.0000000 0.4619718
## CUSL 0 0 0.0000000 0.0000000
##
## , , 72
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1782200 0.0479503
## LIKE 0 0 0.4128545 0.6060898
## CUSA 0 0 0.0000000 0.5495819
## CUSL 0 0 0.0000000 0.0000000
##
## , , 73
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2112470 0.1410737
## LIKE 0 0 0.4645494 0.5458729
## CUSA 0 0 0.0000000 0.5247001
## CUSL 0 0 0.0000000 0.0000000
##
## , , 74
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1713353 0.004026377
## LIKE 0 0 0.4693007 0.620532164
## CUSA 0 0 0.0000000 0.508959440
## CUSL 0 0 0.0000000 0.000000000
##
## , , 75
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.08842496 0.0192708
## LIKE 0 0 0.42607906 0.5491602
## CUSA 0 0 0.00000000 0.5280143
## CUSL 0 0 0.00000000 0.0000000
##
## , , 76
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1089691 0.01897834
## LIKE 0 0 0.4695066 0.58901138
## CUSA 0 0 0.0000000 0.49405569
## CUSL 0 0 0.0000000 0.00000000
##
## , , 77
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1913799 0.1070757
## LIKE 0 0 0.3381485 0.4875679
## CUSA 0 0 0.0000000 0.5038589
## CUSL 0 0 0.0000000 0.0000000
##
## , , 78
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1714086 0.09324095
## LIKE 0 0 0.4327864 0.52531660
## CUSA 0 0 0.0000000 0.53297943
## CUSL 0 0 0.0000000 0.00000000
##
## , , 79
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2062224 0.04133001
## LIKE 0 0 0.4138057 0.58368128
## CUSA 0 0 0.0000000 0.48827226
## CUSL 0 0 0.0000000 0.00000000
##
## , , 80
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2441263 0.03907394
## LIKE 0 0 0.3920916 0.60197175
## CUSA 0 0 0.0000000 0.53930466
## CUSL 0 0 0.0000000 0.00000000
##
## , , 81
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1614310 0.05369967
## LIKE 0 0 0.4009149 0.63645484
## CUSA 0 0 0.0000000 0.50749596
## CUSL 0 0 0.0000000 0.00000000
##
## , , 82
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.003135737 0.06424583
## LIKE 0 0 0.625094068 0.61444528
## CUSA 0 0 0.000000000 0.55771712
## CUSL 0 0 0.000000000 0.00000000
##
## , , 83
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2241794 0.1401898
## LIKE 0 0 0.3866271 0.5400323
## CUSA 0 0 0.0000000 0.4883085
## CUSL 0 0 0.0000000 0.0000000
##
## , , 84
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1749139 0.1313349
## LIKE 0 0 0.4537625 0.5185379
## CUSA 0 0 0.0000000 0.5436235
## CUSL 0 0 0.0000000 0.0000000
##
## , , 85
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.2322641 0.2383058
## LIKE 0 0 0.3534456 0.4236241
## CUSA 0 0 0.0000000 0.4293438
## CUSL 0 0 0.0000000 0.0000000
##
## , , 86
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1829702 0.03913587
## LIKE 0 0 0.3841800 0.58336586
## CUSA 0 0 0.0000000 0.48338407
## CUSL 0 0 0.0000000 0.00000000
##
## , , 87
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.04195331 -0.05201866
## LIKE 0 0 0.51364436 0.64873521
## CUSA 0 0 0.00000000 0.55126352
## CUSL 0 0 0.00000000 0.00000000
##
## , , 88
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1514724 0.1590562
## LIKE 0 0 0.3877029 0.5223959
## CUSA 0 0 0.0000000 0.5451441
## CUSL 0 0 0.0000000 0.0000000
##
## , , 89
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1191633 0.03962108
## LIKE 0 0 0.4197160 0.53162376
## CUSA 0 0 0.0000000 0.50644455
## CUSL 0 0 0.0000000 0.00000000
##
## , , 90
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1787967 0.1264893
## LIKE 0 0 0.4854985 0.4965595
## CUSA 0 0 0.0000000 0.5602497
## CUSL 0 0 0.0000000 0.0000000
##
## , , 91
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1224520 -0.03874727
## LIKE 0 0 0.4305858 0.65891519
## CUSA 0 0 0.0000000 0.45636890
## CUSL 0 0 0.0000000 0.00000000
##
## , , 92
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1994693 0.04503451
## LIKE 0 0 0.4348883 0.62168531
## CUSA 0 0 0.0000000 0.44312843
## CUSL 0 0 0.0000000 0.00000000
##
## , , 93
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1510634 0.1783166
## LIKE 0 0 0.4658167 0.5156089
## CUSA 0 0 0.0000000 0.4123113
## CUSL 0 0 0.0000000 0.0000000
##
## , , 94
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1289827 -0.02157078
## LIKE 0 0 0.5035174 0.67591935
## CUSA 0 0 0.0000000 0.54019870
## CUSL 0 0 0.0000000 0.00000000
##
## , , 95
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.03540014 0.04574995
## LIKE 0 0 0.50452316 0.59957267
## CUSA 0 0 0.00000000 0.47430779
## CUSL 0 0 0.00000000 0.00000000
##
## , , 96
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.3308102 0.1695188
## LIKE 0 0 0.3346558 0.5033199
## CUSA 0 0 0.0000000 0.6011813
## CUSL 0 0 0.0000000 0.0000000
##
## , , 97
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.04724221 0.05505457
## LIKE 0 0 0.51185339 0.51459746
## CUSA 0 0 0.00000000 0.54284986
## CUSL 0 0 0.00000000 0.00000000
##
## , , 98
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1755744 0.03607143
## LIKE 0 0 0.4853879 0.61369142
## CUSA 0 0 0.0000000 0.48838956
## CUSL 0 0 0.0000000 0.00000000
##
## , , 99
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.1762982 -0.001789076
## LIKE 0 0 0.3731531 0.637126576
## CUSA 0 0 0.0000000 0.486558625
## CUSL 0 0 0.0000000 0.000000000
##
## , , 100
##
## COMPETIVENESS LIKE CUSA CUSL
## COMPETIVENESS 0 0 0.0750680 0.01393577
## LIKE 0 0 0.4909957 0.61468314
## CUSA 0 0 0.0000000 0.44344115
## CUSL 0 0 0.0000000 0.00000000
##
##
## $paths_descriptives
## CUSA PLS Est. CUSL PLS Est. CUSA Boot Mean CUSL Boot Mean
## COMPETIVENESS 0.162 0.009 0.164 -0.001
## LIKE 0.424 0.342 0.433 0.346
## CUSA 0.000 0.504 0.000 0.508
## CUSA Boot SD CUSL Boot SD
## COMPETIVENESS 0.069 0.062
## LIKE 0.064 0.054
## CUSA 0.000 0.042
##
## $loadings_descriptives
## COMPETIVENESS PLS Est. LIKE PLS Est. CUSA PLS Est. CUSL PLS Est.
## comp_1 0.858 0.000 0.000 0.000
## comp_2 0.798 0.000 0.000 0.000
## comp_3 0.818 0.000 0.000 0.000
## like_1 0.000 0.879 0.000 0.000
## like_2 0.000 0.870 0.000 0.000
## like_3 0.000 0.843 0.000 0.000
## cusa 0.000 0.000 1.000 0.000
## cusl_1 0.000 0.000 0.000 0.833
## cusl_2 0.000 0.000 0.000 0.917
## cusl_3 0.000 0.000 0.000 0.843
## COMPETIVENESS Boot Mean LIKE Boot Mean CUSA Boot Mean CUSL Boot Mean
## comp_1 0.859 0.000 0.000 0.000
## comp_2 0.798 0.000 0.000 0.000
## comp_3 0.820 0.000 0.000 0.000
## like_1 0.000 0.877 0.000 0.000
## like_2 0.000 0.872 0.000 0.000
## like_3 0.000 0.845 0.000 0.000
## cusa 0.000 0.000 1.000 0.000
## cusl_1 0.000 0.000 0.000 0.830
## cusl_2 0.000 0.000 0.000 0.917
## cusl_3 0.000 0.000 0.000 0.841
## COMPETIVENESS Boot SD LIKE Boot SD CUSA Boot SD CUSL Boot SD
## comp_1 0.021 0.000 0.000 0.000
## comp_2 0.030 0.000 0.000 0.000
## comp_3 0.031 0.000 0.000 0.000
## like_1 0.000 0.015 0.000 0.000
## like_2 0.000 0.019 0.000 0.000
## like_3 0.000 0.019 0.000 0.000
## cusa 0.000 0.000 0.000 0.000
## cusl_1 0.000 0.000 0.000 0.023
## cusl_2 0.000 0.000 0.000 0.011
## cusl_3 0.000 0.000 0.000 0.020
##
## $weights_descriptives
## COMPETIVENESS PLS Est. LIKE PLS Est. CUSA PLS Est. CUSL PLS Est.
## comp_1 0.536 0.000 0.000 0.000
## comp_2 0.340 0.000 0.000 0.000
## comp_3 0.328 0.000 0.000 0.000
## like_1 0.000 0.418 0.000 0.000
## like_2 0.000 0.378 0.000 0.000
## like_3 0.000 0.360 0.000 0.000
## cusa 0.000 0.000 1.000 0.000
## cusl_1 0.000 0.000 0.000 0.369
## cusl_2 0.000 0.000 0.000 0.420
## cusl_3 0.000 0.000 0.000 0.365
## COMPETIVENESS Boot Mean LIKE Boot Mean CUSA Boot Mean CUSL Boot Mean
## comp_1 0.532 0.000 0.000 0.000
## comp_2 0.338 0.000 0.000 0.000
## comp_3 0.332 0.000 0.000 0.000
## like_1 0.000 0.415 0.000 0.000
## like_2 0.000 0.380 0.000 0.000
## like_3 0.000 0.360 0.000 0.000
## cusa 0.000 0.000 1.000 0.000
## cusl_1 0.000 0.000 0.000 0.368
## cusl_2 0.000 0.000 0.000 0.422
## cusl_3 0.000 0.000 0.000 0.366
## COMPETIVENESS Boot SD LIKE Boot SD CUSA Boot SD CUSL Boot SD
## comp_1 0.046 0.000 0.000 0.000
## comp_2 0.029 0.000 0.000 0.000
## comp_3 0.031 0.000 0.000 0.000
## like_1 0.000 0.017 0.000 0.000
## like_2 0.000 0.019 0.000 0.000
## like_3 0.000 0.020 0.000 0.000
## cusa 0.000 0.000 0.000 0.000
## cusl_1 0.000 0.000 0.000 0.014
## cusl_2 0.000 0.000 0.000 0.015
## cusl_3 0.000 0.000 0.000 0.016
##
## $HTMT_descriptives
## COMPETIVENESS PLS Est. LIKE PLS Est. CUSA PLS Est. CUSL PLS Est.
## COMPETIVENESS . 0.780 0.465 0.532
## LIKE . . 0.577 0.737
## CUSA . . . 0.755
## CUSL . . . .
## COMPETIVENESS Boot Mean LIKE Boot Mean CUSA Boot Mean
## COMPETIVENESS . 0.777 0.472
## LIKE . . 0.587
## CUSA . . .
## CUSL . . .
## CUSL Boot Mean COMPETIVENESS Boot SD LIKE Boot SD CUSA Boot SD
## COMPETIVENESS 0.529 . 0.042 0.061
## LIKE 0.742 . . 0.045
## CUSA 0.759 . . .
## CUSL . . . .
## CUSL Boot SD
## COMPETIVENESS 0.061
## LIKE 0.038
## CUSA 0.034
## CUSL .
##
## $total_paths_descriptives
## CUSA PLS Est. CUSL PLS Est. CUSA Boot Mean CUSL Boot Mean
## COMPETIVENESS 0.162 0.091 0.164 0.082
## LIKE 0.424 0.556 0.433 0.566
## CUSA 0.000 0.504 0.000 0.508
## CUSA Boot SD CUSL Boot SD
## COMPETIVENESS 0.069 0.068
## LIKE 0.064 0.060
## CUSA 0.000 0.042
##
## $boots
## [1] 100
##
## $seed
## [1] 68098
##
## attr(,"class")
## [1] "boot_seminr_model" "seminr_model"summary
sum_boot_corp_rep<-summary(boot_corp_rep,alpha=0.10)
sum_boot_corp_rep##
## Results from Bootstrap resamples: 100
##
## Bootstrapped Structural Paths:
## Original Est. Bootstrap Mean Bootstrap SD T Stat.
## COMPETIVENESS -> CUSA 0.162 0.164 0.069 2.342
## COMPETIVENESS -> CUSL 0.009 -0.001 0.062 0.149
## LIKE -> CUSA 0.424 0.433 0.064 6.659
## LIKE -> CUSL 0.342 0.346 0.054 6.290
## CUSA -> CUSL 0.504 0.508 0.042 12.147
## 5% CI 95% CI
## COMPETIVENESS -> CUSA 0.047 0.291
## COMPETIVENESS -> CUSL -0.091 0.099
## LIKE -> CUSA 0.338 0.514
## LIKE -> CUSL 0.249 0.433
## CUSA -> CUSL 0.440 0.564
##
## Bootstrapped Weights:
## Original Est. Bootstrap Mean Bootstrap SD T Stat.
## comp_1 -> COMPETIVENESS 0.536 0.532 0.046 11.776
## comp_2 -> COMPETIVENESS 0.340 0.338 0.029 11.684
## comp_3 -> COMPETIVENESS 0.328 0.332 0.031 10.615
## like_1 -> LIKE 0.418 0.415 0.017 24.415
## like_2 -> LIKE 0.378 0.380 0.019 20.418
## like_3 -> LIKE 0.360 0.360 0.020 17.649
## cusa -> CUSA 1.000 1.000 0.000 .
## cusl_1 -> CUSL 0.369 0.368 0.014 26.298
## cusl_2 -> CUSL 0.420 0.422 0.015 28.205
## cusl_3 -> CUSL 0.365 0.366 0.016 22.890
## 5% CI 95% CI
## comp_1 -> COMPETIVENESS 0.469 0.612
## comp_2 -> COMPETIVENESS 0.287 0.378
## comp_3 -> COMPETIVENESS 0.278 0.373
## like_1 -> LIKE 0.385 0.442
## like_2 -> LIKE 0.352 0.408
## like_3 -> LIKE 0.331 0.391
## cusa -> CUSA 1.000 1.000
## cusl_1 -> CUSL 0.345 0.393
## cusl_2 -> CUSL 0.399 0.446
## cusl_3 -> CUSL 0.342 0.391
##
## Bootstrapped Loadings:
## Original Est. Bootstrap Mean Bootstrap SD T Stat.
## comp_1 -> COMPETIVENESS 0.858 0.859 0.021 40.741
## comp_2 -> COMPETIVENESS 0.798 0.798 0.030 26.446
## comp_3 -> COMPETIVENESS 0.818 0.820 0.031 26.257
## like_1 -> LIKE 0.879 0.877 0.015 59.816
## like_2 -> LIKE 0.870 0.872 0.019 45.983
## like_3 -> LIKE 0.843 0.845 0.019 43.786
## cusa -> CUSA 1.000 1.000 0.000 .
## cusl_1 -> CUSL 0.833 0.830 0.023 36.394
## cusl_2 -> CUSL 0.917 0.917 0.011 82.551
## cusl_3 -> CUSL 0.843 0.841 0.020 42.605
## 5% CI 95% CI
## comp_1 -> COMPETIVENESS 0.822 0.890
## comp_2 -> COMPETIVENESS 0.736 0.838
## comp_3 -> COMPETIVENESS 0.765 0.862
## like_1 -> LIKE 0.851 0.897
## like_2 -> LIKE 0.839 0.903
## like_3 -> LIKE 0.815 0.873
## cusa -> CUSA 1.000 1.000
## cusl_1 -> CUSL 0.787 0.864
## cusl_2 -> CUSL 0.900 0.932
## cusl_3 -> CUSL 0.811 0.874
##
## Bootstrapped HTMT:
## Original Est. Bootstrap Mean Bootstrap SD 5% CI 95% CI
## COMPETIVENESS -> LIKE 0.780 0.777 0.042 0.708 0.848
## COMPETIVENESS -> CUSA 0.465 0.472 0.061 0.370 0.562
## COMPETIVENESS -> CUSL 0.532 0.529 0.061 0.413 0.623
## LIKE -> CUSA 0.577 0.587 0.045 0.516 0.654
## LIKE -> CUSL 0.737 0.742 0.038 0.680 0.793
## CUSA -> CUSL 0.755 0.759 0.034 0.707 0.811
##
## Bootstrapped Total Paths:
## Original Est. Bootstrap Mean Bootstrap SD 5% CI 95% CI
## COMPETIVENESS -> CUSA 0.162 0.164 0.069 0.047 0.291
## COMPETIVENESS -> CUSL 0.091 0.082 0.068 -0.023 0.183
## LIKE -> CUSA 0.424 0.433 0.064 0.338 0.514
## LIKE -> CUSL 0.556 0.566 0.060 0.467 0.657
## CUSA -> CUSL 0.504 0.508 0.042 0.440 0.564Extract bootstrapped HTMT
sum_boot_corp_rep$bootstrapped$HTMT## NULLPLOT BOOTSTRAPPED
plot(boot_corp_rep)