Uncoditional Second-Order Latent Growth Curve Models

Author

Enrico Perinelli
Department of Psychology and Cognitive Science, University of Trento

Published

Last Updated on May 02, 2026

library(lavaan)
This is lavaan 0.6-21
lavaan is FREE software! Please report any bugs.
load("../socDesWorkspace.RData")

Intercept-only Model

summary(fit_LGCmodel1_int, fit.measures = TRUE, standardized = TRUE)
lavaan 0.6-21 ended normally after 53 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       271
  Number of equality constraints                   100

  Number of observations                          2648

Model Test User Model:
                                              Standard      Scaled
  Test Statistic                              6659.442    4555.362
  Degrees of freedom                              1659        1659
  P-value (Unknown)                                 NA       0.000
  Scaling correction factor                                  1.809
  Shift parameter                                          873.670
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            252838.579   93417.408
  Degrees of freedom                              1770        1770
  P-value                                           NA       0.000
  Scaling correction factor                                  2.740

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.980       0.968
  Tucker-Lewis Index (TLI)                       0.979       0.966
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.034       0.026
  90 Percent confidence interval - lower         0.033       0.025
  90 Percent confidence interval - upper         0.035       0.027
  P-value H_0: RMSEA <= 0.050                    1.000       1.000
  P-value H_0: RMSEA >= 0.080                    0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA
  P-value H_0: Robust RMSEA <= 0.050                            NA
  P-value H_0: Robust RMSEA >= 0.080                            NA

Standardized Root Mean Square Residual:

  SRMR                                           0.068       0.068

Parameter Estimates:

  Parameterization                               Theta
  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  f19 =~                                                                
    ScDs1_19          1.000                               0.370    0.347
    ScDs2_19  (l2)    1.456    0.141   10.352    0.000    0.538    0.474
    ScDs3_19  (l3)    1.237    0.126    9.783    0.000    0.457    0.416
    ScDs4_19  (l4)    1.700    0.165   10.312    0.000    0.628    0.532
    ScDs5_19  (l5)    0.894    0.109    8.218    0.000    0.330    0.314
    ScDs6_19  (l6)    1.460    0.137   10.648    0.000    0.539    0.475
    ScDs7_19  (l7)    1.438    0.142   10.130    0.000    0.531    0.469
    ScDs8_19  (l8)    0.766    0.090    8.480    0.000    0.283    0.272
    ScDs9_19  (l9)    1.554    0.146   10.647    0.000    0.574    0.498
    ScD10_19 (l10)    1.381    0.130   10.583    0.000    0.510    0.454
  f20 =~                                                                
    ScDs1_20          1.000                               0.370    0.347
    ScDs2_20  (l2)    1.456    0.141   10.352    0.000    0.538    0.474
    ScDs3_20  (l3)    1.237    0.126    9.783    0.000    0.457    0.416
    ScDs4_20  (l4)    1.700    0.165   10.312    0.000    0.628    0.532
    ScDs5_20  (l5)    0.894    0.109    8.218    0.000    0.330    0.314
    ScDs6_20  (l6)    1.460    0.137   10.648    0.000    0.539    0.475
    ScDs7_20  (l7)    1.438    0.142   10.130    0.000    0.531    0.469
    ScDs8_20  (l8)    0.766    0.090    8.480    0.000    0.283    0.272
    ScDs9_20  (l9)    1.554    0.146   10.647    0.000    0.574    0.498
    ScD10_20 (l10)    1.381    0.130   10.583    0.000    0.510    0.454
  f21 =~                                                                
    ScDs1_21          1.000                               0.370    0.347
    ScDs2_21  (l2)    1.456    0.141   10.352    0.000    0.538    0.474
    ScDs3_21  (l3)    1.237    0.126    9.783    0.000    0.457    0.416
    ScDs4_21  (l4)    1.700    0.165   10.312    0.000    0.628    0.532
    ScDs5_21  (l5)    0.894    0.109    8.218    0.000    0.330    0.314
    ScDs6_21  (l6)    1.460    0.137   10.648    0.000    0.539    0.475
    ScDs7_21  (l7)    1.438    0.142   10.130    0.000    0.531    0.469
    ScDs8_21  (l8)    0.766    0.090    8.480    0.000    0.283    0.272
    ScDs9_21  (l9)    1.554    0.146   10.647    0.000    0.574    0.498
    ScD10_21 (l10)    1.381    0.130   10.583    0.000    0.510    0.454
  f22 =~                                                                
    ScDs1_22          1.000                               0.370    0.347
    ScDs2_22  (l2)    1.456    0.141   10.352    0.000    0.538    0.474
    ScDs3_22  (l3)    1.237    0.126    9.783    0.000    0.457    0.416
    ScDs4_22  (l4)    1.700    0.165   10.312    0.000    0.628    0.532
    ScDs5_22  (l5)    0.894    0.109    8.218    0.000    0.330    0.314
    ScDs6_22  (l6)    1.460    0.137   10.648    0.000    0.539    0.475
    ScDs7_22  (l7)    1.438    0.142   10.130    0.000    0.531    0.469
    ScDs8_22  (l8)    0.766    0.090    8.480    0.000    0.283    0.272
    ScDs9_22  (l9)    1.554    0.146   10.647    0.000    0.574    0.498
    ScD10_22 (l10)    1.381    0.130   10.583    0.000    0.510    0.454
  f23 =~                                                                
    ScDs1_23          1.000                               0.370    0.347
    ScDs2_23  (l2)    1.456    0.141   10.352    0.000    0.538    0.474
    ScDs3_23  (l3)    1.237    0.126    9.783    0.000    0.457    0.416
    ScDs4_23  (l4)    1.700    0.165   10.312    0.000    0.628    0.532
    ScDs5_23  (l5)    0.894    0.109    8.218    0.000    0.330    0.314
    ScDs6_23  (l6)    1.460    0.137   10.648    0.000    0.539    0.475
    ScDs7_23  (l7)    1.438    0.142   10.130    0.000    0.531    0.469
    ScDs8_23  (l8)    0.766    0.090    8.480    0.000    0.283    0.272
    ScDs9_23  (l9)    1.554    0.146   10.647    0.000    0.574    0.498
    ScD10_23 (l10)    1.381    0.130   10.583    0.000    0.510    0.454
  f24 =~                                                                
    ScDs1_24          1.000                               0.370    0.347
    ScDs2_24  (l2)    1.456    0.141   10.352    0.000    0.538    0.474
    ScDs3_24  (l3)    1.237    0.126    9.783    0.000    0.457    0.416
    ScDs4_24  (l4)    1.700    0.165   10.312    0.000    0.628    0.532
    ScDs5_24  (l5)    0.894    0.109    8.218    0.000    0.330    0.314
    ScDs6_24  (l6)    1.460    0.137   10.648    0.000    0.539    0.475
    ScDs7_24  (l7)    1.438    0.142   10.130    0.000    0.531    0.469
    ScDs8_24  (l8)    0.766    0.090    8.480    0.000    0.283    0.272
    ScDs9_24  (l9)    1.554    0.146   10.647    0.000    0.574    0.498
    ScD10_24 (l10)    1.381    0.130   10.583    0.000    0.510    0.454
  i =~                                                                  
    f19               1.000                               0.958    0.958
    f20               1.000                               0.958    0.958
    f21               1.000                               0.958    0.958
    f22               1.000                               0.958    0.958
    f23               1.000                               0.958    0.958
    f24               1.000                               0.958    0.958

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
 .f19 ~~                                                                
   .f20               0.000                               0.000    0.000
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f20 ~~                                                                
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f21 ~~                                                                
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f22 ~~                                                                
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f23 ~~                                                                
   .f24               0.000                               0.000    0.000
 .SocDes1_19 ~~                                                         
   .SocDes1_20        0.681    0.025   26.799    0.000    0.681    0.681
   .SocDes1_21        0.636    0.028   22.606    0.000    0.636    0.636
   .SocDes1_22        0.677    0.027   25.459    0.000    0.677    0.677
   .SocDes1_23        0.644    0.028   22.993    0.000    0.644    0.644
   .SocDes1_24        0.656    0.027   23.967    0.000    0.656    0.656
 .SocDes1_20 ~~                                                         
   .SocDes1_21        0.695    0.025   27.479    0.000    0.695    0.695
   .SocDes1_22        0.674    0.027   25.437    0.000    0.674    0.674
   .SocDes1_23        0.641    0.028   22.910    0.000    0.641    0.641
   .SocDes1_24        0.640    0.028   22.955    0.000    0.640    0.640
 .SocDes1_21 ~~                                                         
   .SocDes1_22        0.689    0.026   26.211    0.000    0.689    0.689
   .SocDes1_23        0.715    0.025   28.748    0.000    0.715    0.715
   .SocDes1_24        0.660    0.028   23.953    0.000    0.660    0.660
 .SocDes1_22 ~~                                                         
   .SocDes1_23        0.732    0.024   30.409    0.000    0.732    0.732
   .SocDes1_24        0.724    0.024   29.599    0.000    0.724    0.724
 .SocDes1_23 ~~                                                         
   .SocDes1_24        0.725    0.024   29.816    0.000    0.725    0.725
 .SocDes2_19 ~~                                                         
   .SocDes2_20        0.722    0.022   33.170    0.000    0.722    0.722
   .SocDes2_21        0.700    0.023   30.904    0.000    0.700    0.700
   .SocDes2_22        0.649    0.025   26.298    0.000    0.649    0.649
   .SocDes2_23        0.703    0.023   31.085    0.000    0.703    0.703
   .SocDes2_24        0.639    0.025   25.677    0.000    0.639    0.639
 .SocDes2_20 ~~                                                         
   .SocDes2_21        0.741    0.021   35.421    0.000    0.741    0.741
   .SocDes2_22        0.699    0.023   30.760    0.000    0.699    0.699
   .SocDes2_23        0.693    0.023   30.088    0.000    0.693    0.693
   .SocDes2_24        0.739    0.021   35.600    0.000    0.739    0.739
 .SocDes2_21 ~~                                                         
   .SocDes2_22        0.683    0.023   29.429    0.000    0.683    0.683
   .SocDes2_23        0.733    0.021   34.472    0.000    0.733    0.733
   .SocDes2_24        0.656    0.024   27.190    0.000    0.656    0.656
 .SocDes2_22 ~~                                                         
   .SocDes2_23        0.672    0.024   28.404    0.000    0.672    0.672
   .SocDes2_24        0.705    0.022   31.694    0.000    0.705    0.705
 .SocDes2_23 ~~                                                         
   .SocDes2_24        0.718    0.022   33.073    0.000    0.718    0.718
 .SocDes3_19 ~~                                                         
   .SocDes3_20        0.550    0.029   18.929    0.000    0.550    0.550
   .SocDes3_21        0.569    0.028   20.004    0.000    0.569    0.569
   .SocDes3_22        0.551    0.029   18.943    0.000    0.551    0.551
   .SocDes3_23        0.496    0.031   15.789    0.000    0.496    0.496
   .SocDes3_24        0.519    0.031   16.995    0.000    0.519    0.519
 .SocDes3_20 ~~                                                         
   .SocDes3_21        0.593    0.027   21.792    0.000    0.593    0.593
   .SocDes3_22        0.597    0.027   21.946    0.000    0.597    0.597
   .SocDes3_23        0.572    0.029   20.046    0.000    0.572    0.572
   .SocDes3_24        0.597    0.028   21.619    0.000    0.597    0.597
 .SocDes3_21 ~~                                                         
   .SocDes3_22        0.582    0.028   20.976    0.000    0.582    0.582
   .SocDes3_23        0.584    0.028   20.702    0.000    0.584    0.584
   .SocDes3_24        0.576    0.028   20.345    0.000    0.576    0.576
 .SocDes3_22 ~~                                                         
   .SocDes3_23        0.562    0.029   19.302    0.000    0.562    0.562
   .SocDes3_24        0.600    0.028   21.651    0.000    0.600    0.600
 .SocDes3_23 ~~                                                         
   .SocDes3_24        0.595    0.028   21.188    0.000    0.595    0.595
 .SocDes4_19 ~~                                                         
   .SocDes4_20        0.749    0.022   33.914    0.000    0.749    0.749
   .SocDes4_21        0.729    0.023   31.741    0.000    0.729    0.729
   .SocDes4_22        0.700    0.024   28.818    0.000    0.700    0.700
   .SocDes4_23        0.707    0.024   29.393    0.000    0.707    0.707
   .SocDes4_24        0.711    0.024   30.021    0.000    0.711    0.711
 .SocDes4_20 ~~                                                         
   .SocDes4_21        0.750    0.022   34.223    0.000    0.750    0.750
   .SocDes4_22        0.771    0.021   37.050    0.000    0.771    0.771
   .SocDes4_23        0.737    0.022   32.750    0.000    0.737    0.737
   .SocDes4_24        0.724    0.023   31.465    0.000    0.724    0.724
 .SocDes4_21 ~~                                                         
   .SocDes4_22        0.796    0.019   41.213    0.000    0.796    0.796
   .SocDes4_23        0.763    0.021   36.088    0.000    0.763    0.763
   .SocDes4_24        0.760    0.021   35.828    0.000    0.760    0.760
 .SocDes4_22 ~~                                                         
   .SocDes4_23        0.779    0.020   38.585    0.000    0.779    0.779
   .SocDes4_24        0.780    0.020   38.772    0.000    0.780    0.780
 .SocDes4_23 ~~                                                         
   .SocDes4_24        0.780    0.020   38.803    0.000    0.780    0.780
 .SocDes5_19 ~~                                                         
   .SocDes5_20        0.651    0.033   19.741    0.000    0.651    0.651
   .SocDes5_21        0.636    0.035   18.191    0.000    0.636    0.636
   .SocDes5_22        0.602    0.037   16.175    0.000    0.602    0.602
   .SocDes5_23        0.648    0.034   18.845    0.000    0.648    0.648
   .SocDes5_24        0.519    0.041   12.643    0.000    0.519    0.519
 .SocDes5_20 ~~                                                         
   .SocDes5_21        0.644    0.034   18.875    0.000    0.644    0.644
   .SocDes5_22        0.559    0.039   14.155    0.000    0.559    0.559
   .SocDes5_23        0.700    0.031   22.490    0.000    0.700    0.700
   .SocDes5_24        0.641    0.035   18.539    0.000    0.641    0.641
 .SocDes5_21 ~~                                                         
   .SocDes5_22        0.586    0.039   14.989    0.000    0.586    0.586
   .SocDes5_23        0.675    0.034   20.025    0.000    0.675    0.675
   .SocDes5_24        0.633    0.036   17.522    0.000    0.633    0.633
 .SocDes5_22 ~~                                                         
   .SocDes5_23        0.666    0.035   19.240    0.000    0.666    0.666
   .SocDes5_24        0.641    0.036   17.737    0.000    0.641    0.641
 .SocDes5_23 ~~                                                         
   .SocDes5_24        0.716    0.031   23.172    0.000    0.716    0.716
 .SocDes6_19 ~~                                                         
   .SocDes6_20        0.670    0.024   28.133    0.000    0.670    0.670
   .SocDes6_21        0.686    0.023   29.488    0.000    0.686    0.686
   .SocDes6_22        0.633    0.025   24.915    0.000    0.633    0.633
   .SocDes6_23        0.650    0.025   26.169    0.000    0.650    0.650
   .SocDes6_24        0.614    0.026   23.445    0.000    0.614    0.614
 .SocDes6_20 ~~                                                         
   .SocDes6_21        0.695    0.023   30.315    0.000    0.695    0.695
   .SocDes6_22        0.644    0.025   25.662    0.000    0.644    0.644
   .SocDes6_23        0.682    0.024   28.953    0.000    0.682    0.682
   .SocDes6_24        0.635    0.025   24.995    0.000    0.635    0.635
 .SocDes6_21 ~~                                                         
   .SocDes6_22        0.705    0.023   31.295    0.000    0.705    0.705
   .SocDes6_23        0.684    0.023   29.196    0.000    0.684    0.684
   .SocDes6_24        0.663    0.024   27.118    0.000    0.663    0.663
 .SocDes6_22 ~~                                                         
   .SocDes6_23        0.723    0.022   33.030    0.000    0.723    0.723
   .SocDes6_24        0.707    0.023   31.316    0.000    0.707    0.707
 .SocDes6_23 ~~                                                         
   .SocDes6_24        0.701    0.023   30.729    0.000    0.701    0.701
 .SocDes7_19 ~~                                                         
   .SocDes7_20        0.675    0.023   29.603    0.000    0.675    0.675
   .SocDes7_21        0.657    0.023   28.036    0.000    0.657    0.657
   .SocDes7_22        0.619    0.025   25.017    0.000    0.619    0.619
   .SocDes7_23        0.607    0.025   24.080    0.000    0.607    0.607
   .SocDes7_24        0.565    0.027   21.052    0.000    0.565    0.565
 .SocDes7_20 ~~                                                         
   .SocDes7_21        0.700    0.022   31.880    0.000    0.700    0.700
   .SocDes7_22        0.658    0.024   27.899    0.000    0.658    0.658
   .SocDes7_23        0.633    0.025   25.563    0.000    0.633    0.633
   .SocDes7_24        0.627    0.025   25.175    0.000    0.627    0.627
 .SocDes7_21 ~~                                                         
   .SocDes7_22        0.680    0.023   30.051    0.000    0.680    0.680
   .SocDes7_23        0.670    0.023   28.895    0.000    0.670    0.670
   .SocDes7_24        0.675    0.023   29.390    0.000    0.675    0.675
 .SocDes7_22 ~~                                                         
   .SocDes7_23        0.707    0.022   32.806    0.000    0.707    0.707
   .SocDes7_24        0.654    0.024   27.636    0.000    0.654    0.654
 .SocDes7_23 ~~                                                         
   .SocDes7_24        0.702    0.022   32.103    0.000    0.702    0.702
 .SocDes8_19 ~~                                                         
   .SocDes8_20        0.482    0.035   13.733    0.000    0.482    0.482
   .SocDes8_21        0.516    0.034   15.060    0.000    0.516    0.516
   .SocDes8_22        0.535    0.034   15.847    0.000    0.535    0.535
   .SocDes8_23        0.421    0.037   11.250    0.000    0.421    0.421
   .SocDes8_24        0.434    0.037   11.792    0.000    0.434    0.434
 .SocDes8_20 ~~                                                         
   .SocDes8_21        0.561    0.032   17.577    0.000    0.561    0.561
   .SocDes8_22        0.504    0.034   14.773    0.000    0.504    0.504
   .SocDes8_23        0.507    0.034   14.854    0.000    0.507    0.507
   .SocDes8_24        0.505    0.034   15.010    0.000    0.505    0.505
 .SocDes8_21 ~~                                                         
   .SocDes8_22        0.504    0.035   14.575    0.000    0.504    0.504
   .SocDes8_23        0.536    0.033   16.100    0.000    0.536    0.536
   .SocDes8_24        0.496    0.034   14.490    0.000    0.496    0.496
 .SocDes8_22 ~~                                                         
   .SocDes8_23        0.498    0.035   14.344    0.000    0.498    0.498
   .SocDes8_24        0.440    0.036   12.117    0.000    0.440    0.440
 .SocDes8_23 ~~                                                         
   .SocDes8_24        0.513    0.034   15.255    0.000    0.513    0.513
 .SocDes9_19 ~~                                                         
   .SocDes9_20        0.771    0.019   40.566    0.000    0.771    0.771
   .SocDes9_21        0.752    0.020   37.454    0.000    0.752    0.752
   .SocDes9_22        0.735    0.021   35.202    0.000    0.735    0.735
   .SocDes9_23        0.729    0.021   34.408    0.000    0.729    0.729
   .SocDes9_24        0.712    0.022   32.461    0.000    0.712    0.712
 .SocDes9_20 ~~                                                         
   .SocDes9_21        0.775    0.019   40.921    0.000    0.775    0.775
   .SocDes9_22        0.777    0.019   41.240    0.000    0.777    0.777
   .SocDes9_23        0.727    0.021   34.318    0.000    0.727    0.727
   .SocDes9_24        0.728    0.021   34.590    0.000    0.728    0.728
 .SocDes9_21 ~~                                                         
   .SocDes9_22        0.769    0.019   39.893    0.000    0.769    0.769
   .SocDes9_23        0.766    0.020   39.227    0.000    0.766    0.766
   .SocDes9_24        0.752    0.020   37.412    0.000    0.752    0.752
 .SocDes9_22 ~~                                                         
   .SocDes9_23        0.783    0.019   41.985    0.000    0.783    0.783
   .SocDes9_24        0.750    0.020   37.078    0.000    0.750    0.750
 .SocDes9_23 ~~                                                         
   .SocDes9_24        0.786    0.018   42.539    0.000    0.786    0.786
 .SocDes10_19 ~~                                                        
   .SocDes10_20       0.536    0.029   18.567    0.000    0.536    0.536
   .SocDes10_21       0.512    0.029   17.354    0.000    0.512    0.512
   .SocDes10_22       0.511    0.030   17.286    0.000    0.511    0.511
   .SocDes10_23       0.514    0.029   17.550    0.000    0.514    0.514
   .SocDes10_24       0.444    0.031   14.249    0.000    0.444    0.444
 .SocDes10_20 ~~                                                        
   .SocDes10_21       0.574    0.027   20.932    0.000    0.574    0.574
   .SocDes10_22       0.534    0.029   18.362    0.000    0.534    0.534
   .SocDes10_23       0.539    0.029   18.745    0.000    0.539    0.539
   .SocDes10_24       0.501    0.030   16.878    0.000    0.501    0.501
 .SocDes10_21 ~~                                                        
   .SocDes10_22       0.540    0.029   18.920    0.000    0.540    0.540
   .SocDes10_23       0.525    0.029   18.061    0.000    0.525    0.525
   .SocDes10_24       0.531    0.029   18.577    0.000    0.531    0.531
 .SocDes10_22 ~~                                                        
   .SocDes10_23       0.613    0.026   23.543    0.000    0.613    0.613
   .SocDes10_24       0.531    0.029   18.600    0.000    0.531    0.531
 .SocDes10_23 ~~                                                        
   .SocDes10_24       0.602    0.026   22.917    0.000    0.602    0.602

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .f19               0.000                               0.000    0.000
   .f20               0.000                               0.000    0.000
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
    i                 0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    ScDs1_19|1 (a)   -0.950    0.023  -40.582    0.000   -0.950   -0.891
    ScDs1_20|1 (a)   -0.950    0.023  -40.582    0.000   -0.950   -0.891
    ScDs1_21|1 (a)   -0.950    0.023  -40.582    0.000   -0.950   -0.891
    ScDs1_22|1 (a)   -0.950    0.023  -40.582    0.000   -0.950   -0.891
    ScDs1_23|1 (a)   -0.950    0.023  -40.582    0.000   -0.950   -0.891
    ScDs1_24|1 (a)   -0.950    0.023  -40.582    0.000   -0.950   -0.891
    ScDs2_19|1 (b)    0.427    0.022   19.220    0.000    0.427    0.376
    ScDs2_20|1 (b)    0.427    0.022   19.220    0.000    0.427    0.376
    ScDs2_21|1 (b)    0.427    0.022   19.220    0.000    0.427    0.376
    ScDs2_22|1 (b)    0.427    0.022   19.220    0.000    0.427    0.376
    ScDs2_23|1 (b)    0.427    0.022   19.220    0.000    0.427    0.376
    ScDs2_24|1 (b)    0.427    0.022   19.220    0.000    0.427    0.376
    ScDs3_19|1 (c)   -0.690    0.021  -32.821    0.000   -0.690   -0.627
    ScDs3_20|1 (c)   -0.690    0.021  -32.821    0.000   -0.690   -0.627
    ScDs3_21|1 (c)   -0.690    0.021  -32.821    0.000   -0.690   -0.627
    ScDs3_22|1 (c)   -0.690    0.021  -32.821    0.000   -0.690   -0.627
    ScDs3_23|1 (c)   -0.690    0.021  -32.821    0.000   -0.690   -0.627
    ScDs3_24|1 (c)   -0.690    0.021  -32.821    0.000   -0.690   -0.627
    ScDs4_19|1 (d)   -0.514    0.025  -20.759    0.000   -0.514   -0.435
    ScDs4_20|1 (d)   -0.514    0.025  -20.759    0.000   -0.514   -0.435
    ScDs4_21|1 (d)   -0.514    0.025  -20.759    0.000   -0.514   -0.435
    ScDs4_22|1 (d)   -0.514    0.025  -20.759    0.000   -0.514   -0.435
    ScDs4_23|1 (d)   -0.514    0.025  -20.759    0.000   -0.514   -0.435
    ScDs4_24|1 (d)   -0.514    0.025  -20.759    0.000   -0.514   -0.435
    ScDs5_19|1 (e)   -1.358    0.025  -54.126    0.000   -1.358   -1.289
    ScDs5_20|1 (e)   -1.358    0.025  -54.126    0.000   -1.358   -1.289
    ScDs5_21|1 (e)   -1.358    0.025  -54.126    0.000   -1.358   -1.289
    ScDs5_22|1 (e)   -1.358    0.025  -54.126    0.000   -1.358   -1.289
    ScDs5_23|1 (e)   -1.358    0.025  -54.126    0.000   -1.358   -1.289
    ScDs5_24|1 (e)   -1.358    0.025  -54.126    0.000   -1.358   -1.289
    ScDs6_19|1 (f)   -0.422    0.022  -18.949    0.000   -0.422   -0.371
    ScDs6_20|1 (f)   -0.422    0.022  -18.949    0.000   -0.422   -0.371
    ScDs6_21|1 (f)   -0.422    0.022  -18.949    0.000   -0.422   -0.371
    ScDs6_22|1 (f)   -0.422    0.022  -18.949    0.000   -0.422   -0.371
    ScDs6_23|1 (f)   -0.422    0.022  -18.949    0.000   -0.422   -0.371
    ScDs6_24|1 (f)   -0.422    0.022  -18.949    0.000   -0.422   -0.371
    ScDs7_19|1 (g)    0.029    0.021    1.383    0.167    0.029    0.026
    ScDs7_20|1 (g)    0.029    0.021    1.383    0.167    0.029    0.026
    ScDs7_21|1 (g)    0.029    0.021    1.383    0.167    0.029    0.026
    ScDs7_22|1 (g)    0.029    0.021    1.383    0.167    0.029    0.026
    ScDs7_23|1 (g)    0.029    0.021    1.383    0.167    0.029    0.026
    ScDs7_24|1 (g)    0.029    0.021    1.383    0.167    0.029    0.026
    ScDs8_19|1 (h)   -1.033    0.020  -51.713    0.000   -1.033   -0.994
    ScDs8_20|1 (h)   -1.033    0.020  -51.713    0.000   -1.033   -0.994
    ScDs8_21|1 (h)   -1.033    0.020  -51.713    0.000   -1.033   -0.994
    ScDs8_22|1 (h)   -1.033    0.020  -51.713    0.000   -1.033   -0.994
    ScDs8_23|1 (h)   -1.033    0.020  -51.713    0.000   -1.033   -0.994
    ScDs8_24|1 (h)   -1.033    0.020  -51.713    0.000   -1.033   -0.994
    ScDs9_19|1 (i)   -0.163    0.023   -7.129    0.000   -0.163   -0.141
    ScDs9_20|1 (i)   -0.163    0.023   -7.129    0.000   -0.163   -0.141
    ScDs9_21|1 (i)   -0.163    0.023   -7.129    0.000   -0.163   -0.141
    ScDs9_22|1 (i)   -0.163    0.023   -7.129    0.000   -0.163   -0.141
    ScDs9_23|1 (i)   -0.163    0.023   -7.129    0.000   -0.163   -0.141
    ScDs9_24|1 (i)   -0.163    0.023   -7.129    0.000   -0.163   -0.141
    ScD10_19|1 (m)    0.473    0.020   23.203    0.000    0.473    0.422
    ScD10_20|1 (m)    0.473    0.020   23.203    0.000    0.473    0.422
    ScD10_21|1 (m)    0.473    0.020   23.203    0.000    0.473    0.422
    ScD10_22|1 (m)    0.473    0.020   23.203    0.000    0.473    0.422
    ScD10_23|1 (m)    0.473    0.020   23.203    0.000    0.473    0.422
    ScD10_24|1 (m)    0.473    0.020   23.203    0.000    0.473    0.422

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .f19        (r)    0.011    0.002    5.532    0.000    0.081    0.081
   .f20        (r)    0.011    0.002    5.532    0.000    0.081    0.081
   .f21        (r)    0.011    0.002    5.532    0.000    0.081    0.081
   .f22        (r)    0.011    0.002    5.532    0.000    0.081    0.081
   .f23        (r)    0.011    0.002    5.532    0.000    0.081    0.081
   .f24        (r)    0.011    0.002    5.532    0.000    0.081    0.081
    i                 0.125    0.020    6.224    0.000    1.000    1.000
   .SocDes1_19        1.000                               1.000    0.880
   .SocDes2_19        1.000                               1.000    0.775
   .SocDes3_19        1.000                               1.000    0.827
   .SocDes4_19        1.000                               1.000    0.717
   .SocDes5_19        1.000                               1.000    0.902
   .SocDes6_19        1.000                               1.000    0.775
   .SocDes7_19        1.000                               1.000    0.780
   .SocDes8_19        1.000                               1.000    0.926
   .SocDes9_19        1.000                               1.000    0.752
   .SocDs10_19        1.000                               1.000    0.793
   .SocDes1_20        1.000                               1.000    0.880
   .SocDes2_20        1.000                               1.000    0.775
   .SocDes3_20        1.000                               1.000    0.827
   .SocDes4_20        1.000                               1.000    0.717
   .SocDes5_20        1.000                               1.000    0.902
   .SocDes6_20        1.000                               1.000    0.775
   .SocDes7_20        1.000                               1.000    0.780
   .SocDes8_20        1.000                               1.000    0.926
   .SocDes9_20        1.000                               1.000    0.752
   .SocDs10_20        1.000                               1.000    0.793
   .SocDes1_21        1.000                               1.000    0.880
   .SocDes2_21        1.000                               1.000    0.775
   .SocDes3_21        1.000                               1.000    0.827
   .SocDes4_21        1.000                               1.000    0.717
   .SocDes5_21        1.000                               1.000    0.902
   .SocDes6_21        1.000                               1.000    0.775
   .SocDes7_21        1.000                               1.000    0.780
   .SocDes8_21        1.000                               1.000    0.926
   .SocDes9_21        1.000                               1.000    0.752
   .SocDs10_21        1.000                               1.000    0.793
   .SocDes1_22        1.000                               1.000    0.880
   .SocDes2_22        1.000                               1.000    0.775
   .SocDes3_22        1.000                               1.000    0.827
   .SocDes4_22        1.000                               1.000    0.717
   .SocDes5_22        1.000                               1.000    0.902
   .SocDes6_22        1.000                               1.000    0.775
   .SocDes7_22        1.000                               1.000    0.780
   .SocDes8_22        1.000                               1.000    0.926
   .SocDes9_22        1.000                               1.000    0.752
   .SocDs10_22        1.000                               1.000    0.793
   .SocDes1_23        1.000                               1.000    0.880
   .SocDes2_23        1.000                               1.000    0.775
   .SocDes3_23        1.000                               1.000    0.827
   .SocDes4_23        1.000                               1.000    0.717
   .SocDes5_23        1.000                               1.000    0.902
   .SocDes6_23        1.000                               1.000    0.775
   .SocDes7_23        1.000                               1.000    0.780
   .SocDes8_23        1.000                               1.000    0.926
   .SocDes9_23        1.000                               1.000    0.752
   .SocDs10_23        1.000                               1.000    0.793
   .SocDes1_24        1.000                               1.000    0.880
   .SocDes2_24        1.000                               1.000    0.775
   .SocDes3_24        1.000                               1.000    0.827
   .SocDes4_24        1.000                               1.000    0.717
   .SocDes5_24        1.000                               1.000    0.902
   .SocDes6_24        1.000                               1.000    0.775
   .SocDes7_24        1.000                               1.000    0.780
   .SocDes8_24        1.000                               1.000    0.926
   .SocDes9_24        1.000                               1.000    0.752
   .SocDs10_24        1.000                               1.000    0.793

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    SocDes1_19        0.938                               0.938    1.000
    SocDes2_19        0.881                               0.881    1.000
    SocDes3_19        0.909                               0.909    1.000
    SocDes4_19        0.847                               0.847    1.000
    SocDes5_19        0.949                               0.949    1.000
    SocDes6_19        0.880                               0.880    1.000
    SocDes7_19        0.883                               0.883    1.000
    SocDes8_19        0.962                               0.962    1.000
    SocDes9_19        0.867                               0.867    1.000
    SocDes10_19       0.891                               0.891    1.000
    SocDes1_20        0.938                               0.938    1.000
    SocDes2_20        0.881                               0.881    1.000
    SocDes3_20        0.909                               0.909    1.000
    SocDes4_20        0.847                               0.847    1.000
    SocDes5_20        0.949                               0.949    1.000
    SocDes6_20        0.880                               0.880    1.000
    SocDes7_20        0.883                               0.883    1.000
    SocDes8_20        0.962                               0.962    1.000
    SocDes9_20        0.867                               0.867    1.000
    SocDes10_20       0.891                               0.891    1.000
    SocDes1_21        0.938                               0.938    1.000
    SocDes2_21        0.881                               0.881    1.000
    SocDes3_21        0.909                               0.909    1.000
    SocDes4_21        0.847                               0.847    1.000
    SocDes5_21        0.949                               0.949    1.000
    SocDes6_21        0.880                               0.880    1.000
    SocDes7_21        0.883                               0.883    1.000
    SocDes8_21        0.962                               0.962    1.000
    SocDes9_21        0.867                               0.867    1.000
    SocDes10_21       0.891                               0.891    1.000
    SocDes1_22        0.938                               0.938    1.000
    SocDes2_22        0.881                               0.881    1.000
    SocDes3_22        0.909                               0.909    1.000
    SocDes4_22        0.847                               0.847    1.000
    SocDes5_22        0.949                               0.949    1.000
    SocDes6_22        0.880                               0.880    1.000
    SocDes7_22        0.883                               0.883    1.000
    SocDes8_22        0.962                               0.962    1.000
    SocDes9_22        0.867                               0.867    1.000
    SocDes10_22       0.891                               0.891    1.000
    SocDes1_23        0.938                               0.938    1.000
    SocDes2_23        0.881                               0.881    1.000
    SocDes3_23        0.909                               0.909    1.000
    SocDes4_23        0.847                               0.847    1.000
    SocDes5_23        0.949                               0.949    1.000
    SocDes6_23        0.880                               0.880    1.000
    SocDes7_23        0.883                               0.883    1.000
    SocDes8_23        0.962                               0.962    1.000
    SocDes9_23        0.867                               0.867    1.000
    SocDes10_23       0.891                               0.891    1.000
    SocDes1_24        0.938                               0.938    1.000
    SocDes2_24        0.881                               0.881    1.000
    SocDes3_24        0.909                               0.909    1.000
    SocDes4_24        0.847                               0.847    1.000
    SocDes5_24        0.949                               0.949    1.000
    SocDes6_24        0.880                               0.880    1.000
    SocDes7_24        0.883                               0.883    1.000
    SocDes8_24        0.962                               0.962    1.000
    SocDes9_24        0.867                               0.867    1.000
    SocDes10_24       0.891                               0.891    1.000

Linear growth Model

summary(fit_LGCmodel2_slope, fit.measures = TRUE, standardized = TRUE)
lavaan 0.6-21 ended normally after 55 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       274
  Number of equality constraints                   100

  Number of observations                          2648

Model Test User Model:
                                              Standard      Scaled
  Test Statistic                              6632.163    4546.978
  Degrees of freedom                              1656        1656
  P-value (Unknown)                                 NA       0.000
  Scaling correction factor                                  1.805
  Shift parameter                                          872.222
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            252838.579   93417.408
  Degrees of freedom                              1770        1770
  P-value                                           NA       0.000
  Scaling correction factor                                  2.740

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.980       0.968
  Tucker-Lewis Index (TLI)                       0.979       0.966
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.034       0.026
  90 Percent confidence interval - lower         0.033       0.025
  90 Percent confidence interval - upper         0.035       0.027
  P-value H_0: RMSEA <= 0.050                    1.000       1.000
  P-value H_0: RMSEA >= 0.080                    0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA
  P-value H_0: Robust RMSEA <= 0.050                            NA
  P-value H_0: Robust RMSEA >= 0.080                            NA

Standardized Root Mean Square Residual:

  SRMR                                           0.068       0.068

Parameter Estimates:

  Parameterization                               Theta
  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  f19 =~                                                                
    ScDs1_19          1.000                               0.372    0.349
    ScDs2_19  (l2)    1.456    0.141   10.354    0.000    0.542    0.476
    ScDs3_19  (l3)    1.237    0.126    9.788    0.000    0.461    0.418
    ScDs4_19  (l4)    1.697    0.165   10.315    0.000    0.632    0.534
    ScDs5_19  (l5)    0.895    0.109    8.225    0.000    0.333    0.316
    ScDs6_19  (l6)    1.460    0.137   10.653    0.000    0.543    0.477
    ScDs7_19  (l7)    1.438    0.142   10.133    0.000    0.535    0.472
    ScDs8_19  (l8)    0.765    0.090    8.481    0.000    0.285    0.274
    ScDs9_19  (l9)    1.553    0.146   10.649    0.000    0.578    0.501
    ScD10_19 (l10)    1.380    0.130   10.585    0.000    0.514    0.457
  f20 =~                                                                
    ScDs1_20          1.000                               0.369    0.346
    ScDs2_20  (l2)    1.456    0.141   10.354    0.000    0.537    0.473
    ScDs3_20  (l3)    1.237    0.126    9.788    0.000    0.457    0.415
    ScDs4_20  (l4)    1.697    0.165   10.315    0.000    0.627    0.531
    ScDs5_20  (l5)    0.895    0.109    8.225    0.000    0.330    0.314
    ScDs6_20  (l6)    1.460    0.137   10.653    0.000    0.539    0.474
    ScDs7_20  (l7)    1.438    0.142   10.133    0.000    0.531    0.469
    ScDs8_20  (l8)    0.765    0.090    8.481    0.000    0.282    0.272
    ScDs9_20  (l9)    1.553    0.146   10.649    0.000    0.573    0.497
    ScD10_20 (l10)    1.380    0.130   10.585    0.000    0.509    0.454
  f21 =~                                                                
    ScDs1_21          1.000                               0.368    0.345
    ScDs2_21  (l2)    1.456    0.141   10.354    0.000    0.535    0.472
    ScDs3_21  (l3)    1.237    0.126    9.788    0.000    0.455    0.414
    ScDs4_21  (l4)    1.697    0.165   10.315    0.000    0.624    0.529
    ScDs5_21  (l5)    0.895    0.109    8.225    0.000    0.329    0.312
    ScDs6_21  (l6)    1.460    0.137   10.653    0.000    0.537    0.473
    ScDs7_21  (l7)    1.438    0.142   10.133    0.000    0.529    0.467
    ScDs8_21  (l8)    0.765    0.090    8.481    0.000    0.281    0.271
    ScDs9_21  (l9)    1.553    0.146   10.649    0.000    0.571    0.496
    ScD10_21 (l10)    1.380    0.130   10.585    0.000    0.507    0.452
  f22 =~                                                                
    ScDs1_22          1.000                               0.368    0.345
    ScDs2_22  (l2)    1.456    0.141   10.354    0.000    0.535    0.472
    ScDs3_22  (l3)    1.237    0.126    9.788    0.000    0.455    0.414
    ScDs4_22  (l4)    1.697    0.165   10.315    0.000    0.624    0.529
    ScDs5_22  (l5)    0.895    0.109    8.225    0.000    0.329    0.312
    ScDs6_22  (l6)    1.460    0.137   10.653    0.000    0.537    0.473
    ScDs7_22  (l7)    1.438    0.142   10.133    0.000    0.529    0.467
    ScDs8_22  (l8)    0.765    0.090    8.481    0.000    0.281    0.271
    ScDs9_22  (l9)    1.553    0.146   10.649    0.000    0.571    0.496
    ScD10_22 (l10)    1.380    0.130   10.585    0.000    0.507    0.452
  f23 =~                                                                
    ScDs1_23          1.000                               0.369    0.346
    ScDs2_23  (l2)    1.456    0.141   10.354    0.000    0.537    0.473
    ScDs3_23  (l3)    1.237    0.126    9.788    0.000    0.457    0.415
    ScDs4_23  (l4)    1.697    0.165   10.315    0.000    0.627    0.531
    ScDs5_23  (l5)    0.895    0.109    8.225    0.000    0.330    0.314
    ScDs6_23  (l6)    1.460    0.137   10.653    0.000    0.539    0.474
    ScDs7_23  (l7)    1.438    0.142   10.133    0.000    0.531    0.469
    ScDs8_23  (l8)    0.765    0.090    8.481    0.000    0.282    0.272
    ScDs9_23  (l9)    1.553    0.146   10.649    0.000    0.573    0.497
    ScD10_23 (l10)    1.380    0.130   10.585    0.000    0.509    0.454
  f24 =~                                                                
    ScDs1_24          1.000                               0.372    0.349
    ScDs2_24  (l2)    1.456    0.141   10.354    0.000    0.542    0.476
    ScDs3_24  (l3)    1.237    0.126    9.788    0.000    0.460    0.418
    ScDs4_24  (l4)    1.697    0.165   10.315    0.000    0.632    0.534
    ScDs5_24  (l5)    0.895    0.109    8.225    0.000    0.333    0.316
    ScDs6_24  (l6)    1.460    0.137   10.653    0.000    0.543    0.477
    ScDs7_24  (l7)    1.438    0.142   10.133    0.000    0.535    0.472
    ScDs8_24  (l8)    0.765    0.090    8.481    0.000    0.285    0.274
    ScDs9_24  (l9)    1.553    0.146   10.649    0.000    0.578    0.500
    ScD10_24 (l10)    1.380    0.130   10.585    0.000    0.514    0.457
  i =~                                                                  
    f19               1.000                               0.966    0.966
    f20               1.000                               0.974    0.974
    f21               1.000                               0.978    0.978
    f22               1.000                               0.978    0.978
    f23               1.000                               0.974    0.974
    f24               1.000                               0.967    0.967
  s =~                                                                  
    f19               0.000                               0.000    0.000
    f20               1.000                               0.064    0.064
    f21               2.000                               0.129    0.129
    f22               3.000                               0.194    0.194
    f23               4.000                               0.257    0.257
    f24               5.000                               0.319    0.319

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
 .f19 ~~                                                                
   .f20               0.000                               0.000    0.000
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f20 ~~                                                                
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f21 ~~                                                                
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f22 ~~                                                                
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f23 ~~                                                                
   .f24               0.000                               0.000    0.000
  i ~~                                                                  
    s                -0.001    0.001   -1.779    0.075   -0.166   -0.166
 .SocDes1_19 ~~                                                         
   .SocDes1_20        0.680    0.025   26.667    0.000    0.680    0.680
   .SocDes1_21        0.635    0.028   22.576    0.000    0.635    0.635
   .SocDes1_22        0.677    0.027   25.470    0.000    0.677    0.677
   .SocDes1_23        0.646    0.028   23.068    0.000    0.646    0.646
   .SocDes1_24        0.661    0.027   24.071    0.000    0.661    0.661
 .SocDes1_20 ~~                                                         
   .SocDes1_21        0.693    0.025   27.441    0.000    0.693    0.693
   .SocDes1_22        0.674    0.026   25.429    0.000    0.674    0.674
   .SocDes1_23        0.641    0.028   22.945    0.000    0.641    0.641
   .SocDes1_24        0.642    0.028   23.023    0.000    0.642    0.642
 .SocDes1_21 ~~                                                         
   .SocDes1_22        0.688    0.026   26.192    0.000    0.688    0.688
   .SocDes1_23        0.715    0.025   28.745    0.000    0.715    0.715
   .SocDes1_24        0.661    0.028   23.959    0.000    0.661    0.661
 .SocDes1_22 ~~                                                         
   .SocDes1_23        0.730    0.024   30.379    0.000    0.730    0.730
   .SocDes1_24        0.723    0.024   29.558    0.000    0.723    0.723
 .SocDes1_23 ~~                                                         
   .SocDes1_24        0.723    0.024   29.683    0.000    0.723    0.723
 .SocDes2_19 ~~                                                         
   .SocDes2_20        0.718    0.022   32.881    0.000    0.718    0.718
   .SocDes2_21        0.698    0.023   30.831    0.000    0.698    0.698
   .SocDes2_22        0.650    0.025   26.353    0.000    0.650    0.650
   .SocDes2_23        0.708    0.023   31.227    0.000    0.708    0.708
   .SocDes2_24        0.649    0.025   25.993    0.000    0.649    0.649
 .SocDes2_20 ~~                                                         
   .SocDes2_21        0.738    0.021   35.311    0.000    0.738    0.738
   .SocDes2_22        0.698    0.023   30.746    0.000    0.698    0.698
   .SocDes2_23        0.694    0.023   30.173    0.000    0.694    0.694
   .SocDes2_24        0.744    0.021   35.757    0.000    0.744    0.744
 .SocDes2_21 ~~                                                         
   .SocDes2_22        0.680    0.023   29.359    0.000    0.680    0.680
   .SocDes2_23        0.731    0.021   34.470    0.000    0.731    0.731
   .SocDes2_24        0.657    0.024   27.218    0.000    0.657    0.657
 .SocDes2_22 ~~                                                         
   .SocDes2_23        0.669    0.024   28.261    0.000    0.669    0.669
   .SocDes2_24        0.703    0.022   31.534    0.000    0.703    0.703
 .SocDes2_23 ~~                                                         
   .SocDes2_24        0.714    0.022   32.852    0.000    0.714    0.714
 .SocDes3_19 ~~                                                         
   .SocDes3_20        0.546    0.029   18.772    0.000    0.546    0.546
   .SocDes3_21        0.567    0.028   19.970    0.000    0.567    0.567
   .SocDes3_22        0.552    0.029   18.992    0.000    0.552    0.552
   .SocDes3_23        0.499    0.031   15.906    0.000    0.499    0.499
   .SocDes3_24        0.526    0.030   17.268    0.000    0.526    0.526
 .SocDes3_20 ~~                                                         
   .SocDes3_21        0.591    0.027   21.736    0.000    0.591    0.591
   .SocDes3_22        0.596    0.027   21.931    0.000    0.596    0.596
   .SocDes3_23        0.573    0.029   20.089    0.000    0.573    0.573
   .SocDes3_24        0.600    0.028   21.722    0.000    0.600    0.600
 .SocDes3_21 ~~                                                         
   .SocDes3_22        0.581    0.028   20.932    0.000    0.581    0.581
   .SocDes3_23        0.583    0.028   20.702    0.000    0.583    0.583
   .SocDes3_24        0.576    0.028   20.369    0.000    0.576    0.576
 .SocDes3_22 ~~                                                         
   .SocDes3_23        0.560    0.029   19.263    0.000    0.560    0.560
   .SocDes3_24        0.598    0.028   21.598    0.000    0.598    0.598
 .SocDes3_23 ~~                                                         
   .SocDes3_24        0.592    0.028   21.091    0.000    0.592    0.592
 .SocDes4_19 ~~                                                         
   .SocDes4_20        0.744    0.022   33.584    0.000    0.744    0.744
   .SocDes4_21        0.726    0.023   31.582    0.000    0.726    0.726
   .SocDes4_22        0.702    0.024   28.920    0.000    0.702    0.702
   .SocDes4_23        0.713    0.024   29.692    0.000    0.713    0.713
   .SocDes4_24        0.724    0.024   30.658    0.000    0.724    0.724
 .SocDes4_20 ~~                                                         
   .SocDes4_21        0.745    0.022   33.998    0.000    0.745    0.745
   .SocDes4_22        0.769    0.021   36.967    0.000    0.769    0.769
   .SocDes4_23        0.739    0.022   32.915    0.000    0.739    0.739
   .SocDes4_24        0.731    0.023   31.851    0.000    0.731    0.731
 .SocDes4_21 ~~                                                         
   .SocDes4_22        0.792    0.019   41.053    0.000    0.792    0.792
   .SocDes4_23        0.762    0.021   36.138    0.000    0.762    0.762
   .SocDes4_24        0.761    0.021   35.945    0.000    0.761    0.761
 .SocDes4_22 ~~                                                         
   .SocDes4_23        0.775    0.020   38.410    0.000    0.775    0.775
   .SocDes4_24        0.778    0.020   38.687    0.000    0.778    0.778
 .SocDes4_23 ~~                                                         
   .SocDes4_24        0.775    0.020   38.345    0.000    0.775    0.775
 .SocDes5_19 ~~                                                         
   .SocDes5_20        0.650    0.033   19.686    0.000    0.650    0.650
   .SocDes5_21        0.635    0.035   18.164    0.000    0.635    0.635
   .SocDes5_22        0.603    0.037   16.181    0.000    0.603    0.603
   .SocDes5_23        0.650    0.034   18.896    0.000    0.650    0.650
   .SocDes5_24        0.522    0.041   12.720    0.000    0.522    0.522
 .SocDes5_20 ~~                                                         
   .SocDes5_21        0.643    0.034   18.846    0.000    0.643    0.643
   .SocDes5_22        0.558    0.039   14.151    0.000    0.558    0.558
   .SocDes5_23        0.701    0.031   22.506    0.000    0.701    0.701
   .SocDes5_24        0.642    0.035   18.573    0.000    0.642    0.642
 .SocDes5_21 ~~                                                         
   .SocDes5_22        0.585    0.039   14.976    0.000    0.585    0.585
   .SocDes5_23        0.674    0.034   20.018    0.000    0.674    0.674
   .SocDes5_24        0.633    0.036   17.525    0.000    0.633    0.633
 .SocDes5_22 ~~                                                         
   .SocDes5_23        0.665    0.035   19.207    0.000    0.665    0.665
   .SocDes5_24        0.640    0.036   17.711    0.000    0.640    0.640
 .SocDes5_23 ~~                                                         
   .SocDes5_24        0.715    0.031   23.108    0.000    0.715    0.715
 .SocDes6_19 ~~                                                         
   .SocDes6_20        0.666    0.024   27.872    0.000    0.666    0.666
   .SocDes6_21        0.684    0.023   29.401    0.000    0.684    0.684
   .SocDes6_22        0.634    0.025   24.958    0.000    0.634    0.634
   .SocDes6_23        0.655    0.025   26.361    0.000    0.655    0.655
   .SocDes6_24        0.623    0.026   23.733    0.000    0.623    0.623
 .SocDes6_20 ~~                                                         
   .SocDes6_21        0.691    0.023   30.196    0.000    0.691    0.691
   .SocDes6_22        0.642    0.025   25.627    0.000    0.642    0.642
   .SocDes6_23        0.683    0.024   29.034    0.000    0.683    0.683
   .SocDes6_24        0.640    0.025   25.171    0.000    0.640    0.640
 .SocDes6_21 ~~                                                         
   .SocDes6_22        0.702    0.023   31.195    0.000    0.702    0.702
   .SocDes6_23        0.683    0.023   29.170    0.000    0.683    0.683
   .SocDes6_24        0.664    0.024   27.147    0.000    0.664    0.664
 .SocDes6_22 ~~                                                         
   .SocDes6_23        0.720    0.022   32.891    0.000    0.720    0.720
   .SocDes6_24        0.705    0.023   31.228    0.000    0.705    0.705
 .SocDes6_23 ~~                                                         
   .SocDes6_24        0.697    0.023   30.479    0.000    0.697    0.697
 .SocDes7_19 ~~                                                         
   .SocDes7_20        0.671    0.023   29.326    0.000    0.671    0.671
   .SocDes7_21        0.655    0.024   27.887    0.000    0.655    0.655
   .SocDes7_22        0.620    0.025   25.028    0.000    0.620    0.620
   .SocDes7_23        0.612    0.025   24.284    0.000    0.612    0.612
   .SocDes7_24        0.573    0.027   21.504    0.000    0.573    0.573
 .SocDes7_20 ~~                                                         
   .SocDes7_21        0.697    0.022   31.744    0.000    0.697    0.697
   .SocDes7_22        0.657    0.024   27.858    0.000    0.657    0.657
   .SocDes7_23        0.634    0.025   25.640    0.000    0.634    0.634
   .SocDes7_24        0.631    0.025   25.381    0.000    0.631    0.631
 .SocDes7_21 ~~                                                         
   .SocDes7_22        0.677    0.023   29.960    0.000    0.677    0.677
   .SocDes7_23        0.669    0.023   28.847    0.000    0.669    0.669
   .SocDes7_24        0.676    0.023   29.424    0.000    0.676    0.676
 .SocDes7_22 ~~                                                         
   .SocDes7_23        0.704    0.022   32.669    0.000    0.704    0.704
   .SocDes7_24        0.652    0.024   27.565    0.000    0.652    0.652
 .SocDes7_23 ~~                                                         
   .SocDes7_24        0.698    0.022   31.848    0.000    0.698    0.698
 .SocDes8_19 ~~                                                         
   .SocDes8_20        0.481    0.035   13.697    0.000    0.481    0.481
   .SocDes8_21        0.515    0.034   15.043    0.000    0.515    0.515
   .SocDes8_22        0.535    0.034   15.854    0.000    0.535    0.535
   .SocDes8_23        0.423    0.037   11.282    0.000    0.423    0.423
   .SocDes8_24        0.436    0.037   11.866    0.000    0.436    0.436
 .SocDes8_20 ~~                                                         
   .SocDes8_21        0.560    0.032   17.558    0.000    0.560    0.560
   .SocDes8_22        0.504    0.034   14.773    0.000    0.504    0.504
   .SocDes8_23        0.507    0.034   14.871    0.000    0.507    0.507
   .SocDes8_24        0.507    0.034   15.053    0.000    0.507    0.507
 .SocDes8_21 ~~                                                         
   .SocDes8_22        0.504    0.035   14.574    0.000    0.504    0.504
   .SocDes8_23        0.536    0.033   16.106    0.000    0.536    0.536
   .SocDes8_24        0.496    0.034   14.504    0.000    0.496    0.496
 .SocDes8_22 ~~                                                         
   .SocDes8_23        0.497    0.035   14.335    0.000    0.497    0.497
   .SocDes8_24        0.439    0.036   12.110    0.000    0.439    0.439
 .SocDes8_23 ~~                                                         
   .SocDes8_24        0.512    0.034   15.216    0.000    0.512    0.512
 .SocDes9_19 ~~                                                         
   .SocDes9_20        0.767    0.019   40.227    0.000    0.767    0.767
   .SocDes9_21        0.750    0.020   37.251    0.000    0.750    0.750
   .SocDes9_22        0.736    0.021   35.301    0.000    0.736    0.736
   .SocDes9_23        0.735    0.021   34.589    0.000    0.735    0.735
   .SocDes9_24        0.723    0.022   32.826    0.000    0.723    0.723
 .SocDes9_20 ~~                                                         
   .SocDes9_21        0.771    0.019   40.762    0.000    0.771    0.771
   .SocDes9_22        0.775    0.019   41.219    0.000    0.775    0.775
   .SocDes9_23        0.728    0.021   34.405    0.000    0.728    0.728
   .SocDes9_24        0.734    0.021   34.823    0.000    0.734    0.734
 .SocDes9_21 ~~                                                         
   .SocDes9_22        0.766    0.019   39.833    0.000    0.766    0.766
   .SocDes9_23        0.764    0.019   39.216    0.000    0.764    0.764
   .SocDes9_24        0.753    0.020   37.515    0.000    0.753    0.753
 .SocDes9_22 ~~                                                         
   .SocDes9_23        0.779    0.019   41.738    0.000    0.779    0.779
   .SocDes9_24        0.748    0.020   36.884    0.000    0.748    0.748
 .SocDes9_23 ~~                                                         
   .SocDes9_24        0.782    0.019   42.187    0.000    0.782    0.782
 .SocDes10_19 ~~                                                        
   .SocDes10_20       0.532    0.029   18.399    0.000    0.532    0.532
   .SocDes10_21       0.510    0.029   17.293    0.000    0.510    0.510
   .SocDes10_22       0.512    0.030   17.317    0.000    0.512    0.512
   .SocDes10_23       0.518    0.029   17.710    0.000    0.518    0.518
   .SocDes10_24       0.452    0.031   14.509    0.000    0.452    0.452
 .SocDes10_20 ~~                                                        
   .SocDes10_21       0.572    0.027   20.859    0.000    0.572    0.572
   .SocDes10_22       0.533    0.029   18.343    0.000    0.533    0.533
   .SocDes10_23       0.540    0.029   18.806    0.000    0.540    0.540
   .SocDes10_24       0.506    0.030   16.997    0.000    0.506    0.506
 .SocDes10_21 ~~                                                        
   .SocDes10_22       0.538    0.029   18.872    0.000    0.538    0.538
   .SocDes10_23       0.524    0.029   18.042    0.000    0.524    0.524
   .SocDes10_24       0.532    0.029   18.596    0.000    0.532    0.532
 .SocDes10_22 ~~                                                        
   .SocDes10_23       0.611    0.026   23.453    0.000    0.611    0.611
   .SocDes10_24       0.529    0.029   18.552    0.000    0.529    0.529
 .SocDes10_23 ~~                                                        
   .SocDes10_24       0.598    0.026   22.784    0.000    0.598    0.598

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .f19               0.000                               0.000    0.000
   .f20               0.000                               0.000    0.000
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
    i                 0.000                               0.000    0.000
    s                 0.008    0.001    5.097    0.000    0.321    0.321

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    ScDs1_19|1 (a)   -0.932    0.023  -40.175    0.000   -0.932   -0.873
    ScDs1_20|1 (a)   -0.932    0.023  -40.175    0.000   -0.932   -0.874
    ScDs1_21|1 (a)   -0.932    0.023  -40.175    0.000   -0.932   -0.874
    ScDs1_22|1 (a)   -0.932    0.023  -40.175    0.000   -0.932   -0.874
    ScDs1_23|1 (a)   -0.932    0.023  -40.175    0.000   -0.932   -0.874
    ScDs1_24|1 (a)   -0.932    0.023  -40.175    0.000   -0.932   -0.873
    ScDs2_19|1 (b)    0.455    0.023   19.627    0.000    0.455    0.400
    ScDs2_20|1 (b)    0.455    0.023   19.627    0.000    0.455    0.401
    ScDs2_21|1 (b)    0.455    0.023   19.627    0.000    0.455    0.401
    ScDs2_22|1 (b)    0.455    0.023   19.627    0.000    0.455    0.401
    ScDs2_23|1 (b)    0.455    0.023   19.627    0.000    0.455    0.401
    ScDs2_24|1 (b)    0.455    0.023   19.627    0.000    0.455    0.400
    ScDs3_19|1 (c)   -0.666    0.021  -31.540    0.000   -0.666   -0.605
    ScDs3_20|1 (c)   -0.666    0.021  -31.540    0.000   -0.666   -0.606
    ScDs3_21|1 (c)   -0.666    0.021  -31.540    0.000   -0.666   -0.607
    ScDs3_22|1 (c)   -0.666    0.021  -31.540    0.000   -0.666   -0.607
    ScDs3_23|1 (c)   -0.666    0.021  -31.540    0.000   -0.666   -0.606
    ScDs3_24|1 (c)   -0.666    0.021  -31.540    0.000   -0.666   -0.605
    ScDs4_19|1 (d)   -0.481    0.025  -19.099    0.000   -0.481   -0.407
    ScDs4_20|1 (d)   -0.481    0.025  -19.099    0.000   -0.481   -0.408
    ScDs4_21|1 (d)   -0.481    0.025  -19.099    0.000   -0.481   -0.408
    ScDs4_22|1 (d)   -0.481    0.025  -19.099    0.000   -0.481   -0.408
    ScDs4_23|1 (d)   -0.481    0.025  -19.099    0.000   -0.481   -0.408
    ScDs4_24|1 (d)   -0.481    0.025  -19.099    0.000   -0.481   -0.407
    ScDs5_19|1 (e)   -1.341    0.025  -53.874    0.000   -1.341   -1.272
    ScDs5_20|1 (e)   -1.341    0.025  -53.874    0.000   -1.341   -1.273
    ScDs5_21|1 (e)   -1.341    0.025  -53.874    0.000   -1.341   -1.274
    ScDs5_22|1 (e)   -1.341    0.025  -53.874    0.000   -1.341   -1.274
    ScDs5_23|1 (e)   -1.341    0.025  -53.874    0.000   -1.341   -1.273
    ScDs5_24|1 (e)   -1.341    0.025  -53.874    0.000   -1.341   -1.272
    ScDs6_19|1 (f)   -0.394    0.023  -17.495    0.000   -0.394   -0.346
    ScDs6_20|1 (f)   -0.394    0.023  -17.495    0.000   -0.394   -0.347
    ScDs6_21|1 (f)   -0.394    0.023  -17.495    0.000   -0.394   -0.347
    ScDs6_22|1 (f)   -0.394    0.023  -17.495    0.000   -0.394   -0.347
    ScDs6_23|1 (f)   -0.394    0.023  -17.495    0.000   -0.394   -0.347
    ScDs6_24|1 (f)   -0.394    0.023  -17.495    0.000   -0.394   -0.346
    ScDs7_19|1 (g)    0.057    0.022    2.608    0.009    0.057    0.050
    ScDs7_20|1 (g)    0.057    0.022    2.608    0.009    0.057    0.050
    ScDs7_21|1 (g)    0.057    0.022    2.608    0.009    0.057    0.050
    ScDs7_22|1 (g)    0.057    0.022    2.608    0.009    0.057    0.050
    ScDs7_23|1 (g)    0.057    0.022    2.608    0.009    0.057    0.050
    ScDs7_24|1 (g)    0.057    0.022    2.608    0.009    0.057    0.050
    ScDs8_19|1 (h)   -1.019    0.020  -51.490    0.000   -1.019   -0.980
    ScDs8_20|1 (h)   -1.019    0.020  -51.490    0.000   -1.019   -0.980
    ScDs8_21|1 (h)   -1.019    0.020  -51.490    0.000   -1.019   -0.981
    ScDs8_22|1 (h)   -1.019    0.020  -51.490    0.000   -1.019   -0.981
    ScDs8_23|1 (h)   -1.019    0.020  -51.490    0.000   -1.019   -0.980
    ScDs8_24|1 (h)   -1.019    0.020  -51.490    0.000   -1.019   -0.980
    ScDs9_19|1 (i)   -0.134    0.023   -5.719    0.000   -0.134   -0.116
    ScDs9_20|1 (i)   -0.134    0.023   -5.719    0.000   -0.134   -0.116
    ScDs9_21|1 (i)   -0.134    0.023   -5.719    0.000   -0.134   -0.116
    ScDs9_22|1 (i)   -0.134    0.023   -5.719    0.000   -0.134   -0.116
    ScDs9_23|1 (i)   -0.134    0.023   -5.719    0.000   -0.134   -0.116
    ScDs9_24|1 (i)   -0.134    0.023   -5.719    0.000   -0.134   -0.116
    ScD10_19|1 (m)    0.500    0.021   23.655    0.000    0.500    0.444
    ScD10_20|1 (m)    0.500    0.021   23.655    0.000    0.500    0.445
    ScD10_21|1 (m)    0.500    0.021   23.655    0.000    0.500    0.446
    ScD10_22|1 (m)    0.500    0.021   23.655    0.000    0.500    0.446
    ScD10_23|1 (m)    0.500    0.021   23.655    0.000    0.500    0.445
    ScD10_24|1 (m)    0.500    0.021   23.655    0.000    0.500    0.444

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .f19        (r)    0.009    0.002    5.129    0.000    0.066    0.066
   .f20        (r)    0.009    0.002    5.129    0.000    0.067    0.067
   .f21        (r)    0.009    0.002    5.129    0.000    0.068    0.068
   .f22        (r)    0.009    0.002    5.129    0.000    0.068    0.068
   .f23        (r)    0.009    0.002    5.129    0.000    0.067    0.067
   .f24        (r)    0.009    0.002    5.129    0.000    0.066    0.066
    i                 0.129    0.021    6.228    0.000    1.000    1.000
    s                 0.001    0.000    2.919    0.004    1.000    1.000
   .SocDes1_19        1.000                               1.000    0.878
   .SocDes2_19        1.000                               1.000    0.773
   .SocDes3_19        1.000                               1.000    0.825
   .SocDes4_19        1.000                               1.000    0.715
   .SocDes5_19        1.000                               1.000    0.900
   .SocDes6_19        1.000                               1.000    0.772
   .SocDes7_19        1.000                               1.000    0.777
   .SocDes8_19        1.000                               1.000    0.925
   .SocDes9_19        1.000                               1.000    0.749
   .SocDs10_19        1.000                               1.000    0.791
   .SocDes1_20        1.000                               1.000    0.880
   .SocDes2_20        1.000                               1.000    0.776
   .SocDes3_20        1.000                               1.000    0.827
   .SocDes4_20        1.000                               1.000    0.718
   .SocDes5_20        1.000                               1.000    0.902
   .SocDes6_20        1.000                               1.000    0.775
   .SocDes7_20        1.000                               1.000    0.780
   .SocDes8_20        1.000                               1.000    0.926
   .SocDes9_20        1.000                               1.000    0.753
   .SocDs10_20        1.000                               1.000    0.794
   .SocDes1_21        1.000                               1.000    0.881
   .SocDes2_21        1.000                               1.000    0.777
   .SocDes3_21        1.000                               1.000    0.829
   .SocDes4_21        1.000                               1.000    0.720
   .SocDes5_21        1.000                               1.000    0.902
   .SocDes6_21        1.000                               1.000    0.776
   .SocDes7_21        1.000                               1.000    0.781
   .SocDes8_21        1.000                               1.000    0.927
   .SocDes9_21        1.000                               1.000    0.754
   .SocDs10_21        1.000                               1.000    0.795
   .SocDes1_22        1.000                               1.000    0.881
   .SocDes2_22        1.000                               1.000    0.777
   .SocDes3_22        1.000                               1.000    0.829
   .SocDes4_22        1.000                               1.000    0.720
   .SocDes5_22        1.000                               1.000    0.902
   .SocDes6_22        1.000                               1.000    0.776
   .SocDes7_22        1.000                               1.000    0.781
   .SocDes8_22        1.000                               1.000    0.927
   .SocDes9_22        1.000                               1.000    0.754
   .SocDs10_22        1.000                               1.000    0.795
   .SocDes1_23        1.000                               1.000    0.880
   .SocDes2_23        1.000                               1.000    0.776
   .SocDes3_23        1.000                               1.000    0.827
   .SocDes4_23        1.000                               1.000    0.718
   .SocDes5_23        1.000                               1.000    0.902
   .SocDes6_23        1.000                               1.000    0.775
   .SocDes7_23        1.000                               1.000    0.780
   .SocDes8_23        1.000                               1.000    0.926
   .SocDes9_23        1.000                               1.000    0.753
   .SocDs10_23        1.000                               1.000    0.794
   .SocDes1_24        1.000                               1.000    0.878
   .SocDes2_24        1.000                               1.000    0.773
   .SocDes3_24        1.000                               1.000    0.825
   .SocDes4_24        1.000                               1.000    0.715
   .SocDes5_24        1.000                               1.000    0.900
   .SocDes6_24        1.000                               1.000    0.772
   .SocDes7_24        1.000                               1.000    0.777
   .SocDes8_24        1.000                               1.000    0.925
   .SocDes9_24        1.000                               1.000    0.750
   .SocDs10_24        1.000                               1.000    0.791

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    SocDes1_19        0.937                               0.937    1.000
    SocDes2_19        0.879                               0.879    1.000
    SocDes3_19        0.908                               0.908    1.000
    SocDes4_19        0.845                               0.845    1.000
    SocDes5_19        0.949                               0.949    1.000
    SocDes6_19        0.879                               0.879    1.000
    SocDes7_19        0.882                               0.882    1.000
    SocDes8_19        0.962                               0.962    1.000
    SocDes9_19        0.866                               0.866    1.000
    SocDes10_19       0.890                               0.890    1.000
    SocDes1_20        0.938                               0.938    1.000
    SocDes2_20        0.881                               0.881    1.000
    SocDes3_20        0.910                               0.910    1.000
    SocDes4_20        0.847                               0.847    1.000
    SocDes5_20        0.950                               0.950    1.000
    SocDes6_20        0.880                               0.880    1.000
    SocDes7_20        0.883                               0.883    1.000
    SocDes8_20        0.962                               0.962    1.000
    SocDes9_20        0.868                               0.868    1.000
    SocDes10_20       0.891                               0.891    1.000
    SocDes1_21        0.939                               0.939    1.000
    SocDes2_21        0.882                               0.882    1.000
    SocDes3_21        0.910                               0.910    1.000
    SocDes4_21        0.848                               0.848    1.000
    SocDes5_21        0.950                               0.950    1.000
    SocDes6_21        0.881                               0.881    1.000
    SocDes7_21        0.884                               0.884    1.000
    SocDes8_21        0.963                               0.963    1.000
    SocDes9_21        0.868                               0.868    1.000
    SocDes10_21       0.892                               0.892    1.000
    SocDes1_22        0.939                               0.939    1.000
    SocDes2_22        0.882                               0.882    1.000
    SocDes3_22        0.910                               0.910    1.000
    SocDes4_22        0.848                               0.848    1.000
    SocDes5_22        0.950                               0.950    1.000
    SocDes6_22        0.881                               0.881    1.000
    SocDes7_22        0.884                               0.884    1.000
    SocDes8_22        0.963                               0.963    1.000
    SocDes9_22        0.868                               0.868    1.000
    SocDes10_22       0.892                               0.892    1.000
    SocDes1_23        0.938                               0.938    1.000
    SocDes2_23        0.881                               0.881    1.000
    SocDes3_23        0.910                               0.910    1.000
    SocDes4_23        0.847                               0.847    1.000
    SocDes5_23        0.950                               0.950    1.000
    SocDes6_23        0.880                               0.880    1.000
    SocDes7_23        0.883                               0.883    1.000
    SocDes8_23        0.962                               0.962    1.000
    SocDes9_23        0.868                               0.868    1.000
    SocDes10_23       0.891                               0.891    1.000
    SocDes1_24        0.937                               0.937    1.000
    SocDes2_24        0.879                               0.879    1.000
    SocDes3_24        0.908                               0.908    1.000
    SocDes4_24        0.845                               0.845    1.000
    SocDes5_24        0.949                               0.949    1.000
    SocDes6_24        0.879                               0.879    1.000
    SocDes7_24        0.882                               0.882    1.000
    SocDes8_24        0.962                               0.962    1.000
    SocDes9_24        0.866                               0.866    1.000
    SocDes10_24       0.890                               0.890    1.000

Latent basis (nonlinear) Model

summary(fit_LGCmodel3_slopeNL, fit.measures = TRUE, standardized = TRUE)
lavaan 0.6-21 ended normally after 215 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       278
  Number of equality constraints                   100

  Number of observations                          2648

Model Test User Model:
                                              Standard      Scaled
  Test Statistic                              6614.104    4531.600
  Degrees of freedom                              1652        1652
  P-value (Unknown)                                 NA       0.000
  Scaling correction factor                                  1.806
  Shift parameter                                          870.004
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            252838.579   93417.408
  Degrees of freedom                              1770        1770
  P-value                                           NA       0.000
  Scaling correction factor                                  2.740

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.980       0.969
  Tucker-Lewis Index (TLI)                       0.979       0.966
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.034       0.026
  90 Percent confidence interval - lower         0.033       0.025
  90 Percent confidence interval - upper         0.035       0.027
  P-value H_0: RMSEA <= 0.050                    1.000       1.000
  P-value H_0: RMSEA >= 0.080                    0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA
  P-value H_0: Robust RMSEA <= 0.050                            NA
  P-value H_0: Robust RMSEA >= 0.080                            NA

Standardized Root Mean Square Residual:

  SRMR                                           0.068       0.068

Parameter Estimates:

  Parameterization                               Theta
  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  f19 =~                                                                
    ScDs1_19          1.000                               0.370    0.347
    ScDs2_19  (l2)    1.454    0.140   10.360    0.000    0.538    0.473
    ScDs3_19  (l3)    1.236    0.126    9.793    0.000    0.457    0.416
    ScDs4_19  (l4)    1.696    0.164   10.323    0.000    0.627    0.531
    ScDs5_19  (l5)    0.894    0.109    8.230    0.000    0.331    0.314
    ScDs6_19  (l6)    1.459    0.137   10.660    0.000    0.539    0.474
    ScDs7_19  (l7)    1.438    0.142   10.140    0.000    0.531    0.469
    ScDs8_19  (l8)    0.765    0.090    8.486    0.000    0.283    0.272
    ScDs9_19  (l9)    1.552    0.146   10.656    0.000    0.573    0.497
    ScD10_19 (l10)    1.379    0.130   10.592    0.000    0.510    0.454
  f20 =~                                                                
    ScDs1_20          1.000                               0.375    0.351
    ScDs2_20  (l2)    1.454    0.140   10.360    0.000    0.546    0.479
    ScDs3_20  (l3)    1.236    0.126    9.793    0.000    0.464    0.421
    ScDs4_20  (l4)    1.696    0.164   10.323    0.000    0.637    0.537
    ScDs5_20  (l5)    0.894    0.109    8.230    0.000    0.336    0.318
    ScDs6_20  (l6)    1.459    0.137   10.660    0.000    0.547    0.480
    ScDs7_20  (l7)    1.438    0.142   10.140    0.000    0.540    0.475
    ScDs8_20  (l8)    0.765    0.090    8.486    0.000    0.287    0.276
    ScDs9_20  (l9)    1.552    0.146   10.656    0.000    0.582    0.503
    ScD10_20 (l10)    1.379    0.130   10.592    0.000    0.518    0.460
  f21 =~                                                                
    ScDs1_21          1.000                               0.367    0.345
    ScDs2_21  (l2)    1.454    0.140   10.360    0.000    0.534    0.471
    ScDs3_21  (l3)    1.236    0.126    9.793    0.000    0.454    0.413
    ScDs4_21  (l4)    1.696    0.164   10.323    0.000    0.623    0.529
    ScDs5_21  (l5)    0.894    0.109    8.230    0.000    0.329    0.312
    ScDs6_21  (l6)    1.459    0.137   10.660    0.000    0.536    0.472
    ScDs7_21  (l7)    1.438    0.142   10.140    0.000    0.528    0.467
    ScDs8_21  (l8)    0.765    0.090    8.486    0.000    0.281    0.270
    ScDs9_21  (l9)    1.552    0.146   10.656    0.000    0.570    0.495
    ScD10_21 (l10)    1.379    0.130   10.592    0.000    0.507    0.452
  f22 =~                                                                
    ScDs1_22          1.000                               0.370    0.347
    ScDs2_22  (l2)    1.454    0.140   10.360    0.000    0.538    0.474
    ScDs3_22  (l3)    1.236    0.126    9.793    0.000    0.457    0.416
    ScDs4_22  (l4)    1.696    0.164   10.323    0.000    0.627    0.531
    ScDs5_22  (l5)    0.894    0.109    8.230    0.000    0.331    0.314
    ScDs6_22  (l6)    1.459    0.137   10.660    0.000    0.539    0.475
    ScDs7_22  (l7)    1.438    0.142   10.140    0.000    0.531    0.469
    ScDs8_22  (l8)    0.765    0.090    8.486    0.000    0.283    0.272
    ScDs9_22  (l9)    1.552    0.146   10.656    0.000    0.574    0.498
    ScD10_22 (l10)    1.379    0.130   10.592    0.000    0.510    0.454
  f23 =~                                                                
    ScDs1_23          1.000                               0.369    0.346
    ScDs2_23  (l2)    1.454    0.140   10.360    0.000    0.537    0.473
    ScDs3_23  (l3)    1.236    0.126    9.793    0.000    0.456    0.415
    ScDs4_23  (l4)    1.696    0.164   10.323    0.000    0.626    0.530
    ScDs5_23  (l5)    0.894    0.109    8.230    0.000    0.330    0.313
    ScDs6_23  (l6)    1.459    0.137   10.660    0.000    0.538    0.474
    ScDs7_23  (l7)    1.438    0.142   10.140    0.000    0.530    0.469
    ScDs8_23  (l8)    0.765    0.090    8.486    0.000    0.282    0.272
    ScDs9_23  (l9)    1.552    0.146   10.656    0.000    0.572    0.497
    ScD10_23 (l10)    1.379    0.130   10.592    0.000    0.509    0.454
  f24 =~                                                                
    ScDs1_24          1.000                               0.369    0.346
    ScDs2_24  (l2)    1.454    0.140   10.360    0.000    0.536    0.472
    ScDs3_24  (l3)    1.236    0.126    9.793    0.000    0.456    0.415
    ScDs4_24  (l4)    1.696    0.164   10.323    0.000    0.625    0.530
    ScDs5_24  (l5)    0.894    0.109    8.230    0.000    0.330    0.313
    ScDs6_24  (l6)    1.459    0.137   10.660    0.000    0.538    0.474
    ScDs7_24  (l7)    1.438    0.142   10.140    0.000    0.530    0.468
    ScDs8_24  (l8)    0.765    0.090    8.486    0.000    0.282    0.271
    ScDs9_24  (l9)    1.552    0.146   10.656    0.000    0.572    0.496
    ScD10_24 (l10)    1.379    0.130   10.592    0.000    0.508    0.453
  i =~                                                                  
    f19               1.000                               0.983    0.983
    f20               1.000                               0.968    0.968
    f21               1.000                               0.989    0.989
    f22               1.000                               0.983    0.983
    f23               1.000                               0.985    0.985
    f24               1.000                               0.986    0.986
  s =~                                                                  
    f19               0.334    0.124    2.688    0.007    0.098    0.098
    f20               0.000                               0.000    0.000
    f21               0.756    0.126    5.988    0.000    0.223    0.223
    f22               1.100    0.149    7.365    0.000    0.323    0.323
    f23               1.035    0.138    7.483    0.000    0.304    0.304
    f24               1.000                               0.294    0.294

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
 .f19 ~~                                                                
   .f20               0.000                               0.000    0.000
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f20 ~~                                                                
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f21 ~~                                                                
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f22 ~~                                                                
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
 .f23 ~~                                                                
   .f24               0.000                               0.000    0.000
  i ~~                                                                  
    s                -0.008    0.004   -2.074    0.038   -0.213   -0.213
 .SocDes1_19 ~~                                                         
   .SocDes1_20        0.679    0.026   26.635    0.000    0.679    0.679
   .SocDes1_21        0.635    0.028   22.604    0.000    0.635    0.635
   .SocDes1_22        0.678    0.027   25.529    0.000    0.678    0.678
   .SocDes1_23        0.644    0.028   23.024    0.000    0.644    0.644
   .SocDes1_24        0.657    0.027   23.968    0.000    0.657    0.657
 .SocDes1_20 ~~                                                         
   .SocDes1_21        0.695    0.025   27.481    0.000    0.695    0.695
   .SocDes1_22        0.679    0.027   25.601    0.000    0.679    0.679
   .SocDes1_23        0.644    0.028   23.006    0.000    0.644    0.644
   .SocDes1_24        0.643    0.028   23.044    0.000    0.643    0.643
 .SocDes1_21 ~~                                                         
   .SocDes1_22        0.687    0.026   26.179    0.000    0.687    0.687
   .SocDes1_23        0.714    0.025   28.674    0.000    0.714    0.714
   .SocDes1_24        0.659    0.028   23.900    0.000    0.659    0.659
 .SocDes1_22 ~~                                                         
   .SocDes1_23        0.730    0.024   30.286    0.000    0.730    0.730
   .SocDes1_24        0.722    0.024   29.496    0.000    0.722    0.722
 .SocDes1_23 ~~                                                         
   .SocDes1_24        0.723    0.024   29.694    0.000    0.723    0.723
 .SocDes2_19 ~~                                                         
   .SocDes2_20        0.717    0.022   32.787    0.000    0.717    0.717
   .SocDes2_21        0.698    0.023   30.797    0.000    0.698    0.698
   .SocDes2_22        0.652    0.025   26.393    0.000    0.652    0.652
   .SocDes2_23        0.704    0.023   31.204    0.000    0.704    0.704
   .SocDes2_24        0.640    0.025   25.744    0.000    0.640    0.640
 .SocDes2_20 ~~                                                         
   .SocDes2_21        0.742    0.021   35.247    0.000    0.742    0.742
   .SocDes2_22        0.708    0.023   30.978    0.000    0.708    0.708
   .SocDes2_23        0.700    0.023   30.366    0.000    0.700    0.700
   .SocDes2_24        0.746    0.021   35.613    0.000    0.746    0.746
 .SocDes2_21 ~~                                                         
   .SocDes2_22        0.680    0.023   29.321    0.000    0.680    0.680
   .SocDes2_23        0.729    0.021   34.395    0.000    0.729    0.729
   .SocDes2_24        0.653    0.024   27.106    0.000    0.653    0.653
 .SocDes2_22 ~~                                                         
   .SocDes2_23        0.668    0.024   28.121    0.000    0.668    0.668
   .SocDes2_24        0.700    0.022   31.457    0.000    0.700    0.700
 .SocDes2_23 ~~                                                         
   .SocDes2_24        0.714    0.022   32.862    0.000    0.714    0.714
 .SocDes3_19 ~~                                                         
   .SocDes3_20        0.546    0.029   18.725    0.000    0.546    0.546
   .SocDes3_21        0.567    0.028   20.010    0.000    0.567    0.567
   .SocDes3_22        0.553    0.029   19.045    0.000    0.553    0.553
   .SocDes3_23        0.497    0.031   15.849    0.000    0.497    0.497
   .SocDes3_24        0.520    0.031   17.040    0.000    0.520    0.520
 .SocDes3_20 ~~                                                         
   .SocDes3_21        0.594    0.027   21.833    0.000    0.594    0.594
   .SocDes3_22        0.603    0.027   22.198    0.000    0.603    0.603
   .SocDes3_23        0.577    0.028   20.276    0.000    0.577    0.577
   .SocDes3_24        0.601    0.028   21.816    0.000    0.601    0.601
 .SocDes3_21 ~~                                                         
   .SocDes3_22        0.580    0.028   20.922    0.000    0.580    0.580
   .SocDes3_23        0.582    0.028   20.649    0.000    0.582    0.582
   .SocDes3_24        0.573    0.028   20.268    0.000    0.573    0.573
 .SocDes3_22 ~~                                                         
   .SocDes3_23        0.558    0.029   19.202    0.000    0.558    0.558
   .SocDes3_24        0.597    0.028   21.528    0.000    0.597    0.597
 .SocDes3_23 ~~                                                         
   .SocDes3_24        0.592    0.028   21.107    0.000    0.592    0.592
 .SocDes4_19 ~~                                                         
   .SocDes4_20        0.743    0.022   33.407    0.000    0.743    0.743
   .SocDes4_21        0.726    0.023   31.706    0.000    0.726    0.726
   .SocDes4_22        0.704    0.024   29.041    0.000    0.704    0.704
   .SocDes4_23        0.709    0.024   29.515    0.000    0.709    0.709
   .SocDes4_24        0.712    0.024   30.189    0.000    0.712    0.712
 .SocDes4_20 ~~                                                         
   .SocDes4_21        0.752    0.022   34.339    0.000    0.752    0.752
   .SocDes4_22        0.784    0.021   37.546    0.000    0.784    0.784
   .SocDes4_23        0.747    0.023   33.107    0.000    0.747    0.747
   .SocDes4_24        0.733    0.023   31.870    0.000    0.733    0.733
 .SocDes4_21 ~~                                                         
   .SocDes4_22        0.792    0.019   40.934    0.000    0.792    0.792
   .SocDes4_23        0.759    0.021   35.895    0.000    0.759    0.759
   .SocDes4_24        0.755    0.021   35.614    0.000    0.755    0.755
 .SocDes4_22 ~~                                                         
   .SocDes4_23        0.773    0.020   38.014    0.000    0.773    0.773
   .SocDes4_24        0.774    0.020   38.306    0.000    0.774    0.774
 .SocDes4_23 ~~                                                         
   .SocDes4_24        0.774    0.020   38.381    0.000    0.774    0.774
 .SocDes5_19 ~~                                                         
   .SocDes5_20        0.649    0.033   19.668    0.000    0.649    0.649
   .SocDes5_21        0.635    0.035   18.179    0.000    0.635    0.635
   .SocDes5_22        0.603    0.037   16.200    0.000    0.603    0.603
   .SocDes5_23        0.648    0.034   18.876    0.000    0.648    0.648
   .SocDes5_24        0.519    0.041   12.659    0.000    0.519    0.519
 .SocDes5_20 ~~                                                         
   .SocDes5_21        0.645    0.034   18.864    0.000    0.645    0.645
   .SocDes5_22        0.562    0.040   14.204    0.000    0.562    0.562
   .SocDes5_23        0.703    0.031   22.510    0.000    0.703    0.703
   .SocDes5_24        0.643    0.035   18.558    0.000    0.643    0.643
 .SocDes5_21 ~~                                                         
   .SocDes5_22        0.585    0.039   14.965    0.000    0.585    0.585
   .SocDes5_23        0.673    0.034   19.993    0.000    0.673    0.673
   .SocDes5_24        0.632    0.036   17.501    0.000    0.632    0.632
 .SocDes5_22 ~~                                                         
   .SocDes5_23        0.664    0.035   19.179    0.000    0.664    0.664
   .SocDes5_24        0.639    0.036   17.692    0.000    0.639    0.639
 .SocDes5_23 ~~                                                         
   .SocDes5_24        0.715    0.031   23.129    0.000    0.715    0.715
 .SocDes6_19 ~~                                                         
   .SocDes6_20        0.665    0.024   27.686    0.000    0.665    0.665
   .SocDes6_21        0.683    0.023   29.409    0.000    0.683    0.683
   .SocDes6_22        0.635    0.025   25.045    0.000    0.635    0.635
   .SocDes6_23        0.652    0.025   26.289    0.000    0.652    0.652
   .SocDes6_24        0.615    0.026   23.512    0.000    0.615    0.615
 .SocDes6_20 ~~                                                         
   .SocDes6_21        0.696    0.023   30.359    0.000    0.696    0.696
   .SocDes6_22        0.653    0.025   25.983    0.000    0.653    0.653
   .SocDes6_23        0.690    0.024   29.141    0.000    0.690    0.690
   .SocDes6_24        0.642    0.026   25.164    0.000    0.642    0.642
 .SocDes6_21 ~~                                                         
   .SocDes6_22        0.702    0.023   31.126    0.000    0.702    0.702
   .SocDes6_23        0.681    0.023   29.105    0.000    0.681    0.681
   .SocDes6_24        0.660    0.024   26.993    0.000    0.660    0.660
 .SocDes6_22 ~~                                                         
   .SocDes6_23        0.718    0.022   32.756    0.000    0.718    0.718
   .SocDes6_24        0.703    0.023   31.104    0.000    0.703    0.703
 .SocDes6_23 ~~                                                         
   .SocDes6_24        0.697    0.023   30.558    0.000    0.697    0.697
 .SocDes7_19 ~~                                                         
   .SocDes7_20        0.671    0.023   29.252    0.000    0.671    0.671
   .SocDes7_21        0.655    0.023   27.967    0.000    0.655    0.655
   .SocDes7_22        0.622    0.025   25.124    0.000    0.622    0.622
   .SocDes7_23        0.609    0.025   24.176    0.000    0.609    0.609
   .SocDes7_24        0.565    0.027   21.117    0.000    0.565    0.565
 .SocDes7_20 ~~                                                         
   .SocDes7_21        0.702    0.022   31.922    0.000    0.702    0.702
   .SocDes7_22        0.667    0.024   28.343    0.000    0.667    0.667
   .SocDes7_23        0.640    0.025   25.856    0.000    0.640    0.640
   .SocDes7_24        0.633    0.025   25.428    0.000    0.633    0.633
 .SocDes7_21 ~~                                                         
   .SocDes7_22        0.677    0.023   29.934    0.000    0.677    0.677
   .SocDes7_23        0.667    0.023   28.755    0.000    0.667    0.667
   .SocDes7_24        0.672    0.023   29.270    0.000    0.672    0.672
 .SocDes7_22 ~~                                                         
   .SocDes7_23        0.703    0.022   32.505    0.000    0.703    0.703
   .SocDes7_24        0.650    0.024   27.410    0.000    0.650    0.650
 .SocDes7_23 ~~                                                         
   .SocDes7_24        0.698    0.022   31.878    0.000    0.698    0.698
 .SocDes8_19 ~~                                                         
   .SocDes8_20        0.480    0.035   13.675    0.000    0.480    0.480
   .SocDes8_21        0.515    0.034   15.055    0.000    0.515    0.515
   .SocDes8_22        0.535    0.034   15.875    0.000    0.535    0.535
   .SocDes8_23        0.422    0.037   11.264    0.000    0.422    0.422
   .SocDes8_24        0.434    0.037   11.812    0.000    0.434    0.434
 .SocDes8_20 ~~                                                         
   .SocDes8_21        0.561    0.032   17.588    0.000    0.561    0.561
   .SocDes8_22        0.506    0.034   14.832    0.000    0.506    0.506
   .SocDes8_23        0.509    0.034   14.896    0.000    0.509    0.509
   .SocDes8_24        0.507    0.034   15.047    0.000    0.507    0.507
 .SocDes8_21 ~~                                                         
   .SocDes8_22        0.504    0.035   14.563    0.000    0.504    0.504
   .SocDes8_23        0.535    0.033   16.094    0.000    0.535    0.535
   .SocDes8_24        0.495    0.034   14.484    0.000    0.495    0.495
 .SocDes8_22 ~~                                                         
   .SocDes8_23        0.496    0.035   14.313    0.000    0.496    0.496
   .SocDes8_24        0.439    0.036   12.088    0.000    0.439    0.439
 .SocDes8_23 ~~                                                         
   .SocDes8_24        0.512    0.034   15.228    0.000    0.512    0.512
 .SocDes9_19 ~~                                                         
   .SocDes9_20        0.766    0.019   40.059    0.000    0.766    0.766
   .SocDes9_21        0.750    0.020   37.301    0.000    0.750    0.750
   .SocDes9_22        0.737    0.021   35.445    0.000    0.737    0.737
   .SocDes9_23        0.731    0.021   34.465    0.000    0.731    0.731
   .SocDes9_24        0.713    0.022   32.487    0.000    0.713    0.713
 .SocDes9_20 ~~                                                         
   .SocDes9_21        0.777    0.019   40.685    0.000    0.777    0.777
   .SocDes9_22        0.787    0.019   41.163    0.000    0.787    0.787
   .SocDes9_23        0.736    0.021   34.451    0.000    0.736    0.736
   .SocDes9_24        0.736    0.021   34.809    0.000    0.736    0.736
 .SocDes9_21 ~~                                                         
   .SocDes9_22        0.766    0.019   39.756    0.000    0.766    0.766
   .SocDes9_23        0.762    0.020   39.053    0.000    0.762    0.762
   .SocDes9_24        0.748    0.020   37.306    0.000    0.748    0.748
 .SocDes9_22 ~~                                                         
   .SocDes9_23        0.777    0.019   41.624    0.000    0.777    0.777
   .SocDes9_24        0.745    0.020   36.719    0.000    0.745    0.745
 .SocDes9_23 ~~                                                         
   .SocDes9_24        0.781    0.019   42.173    0.000    0.781    0.781
 .SocDes10_19 ~~                                                        
   .SocDes10_20       0.531    0.029   18.367    0.000    0.531    0.531
   .SocDes10_21       0.510    0.029   17.322    0.000    0.510    0.510
   .SocDes10_22       0.513    0.030   17.384    0.000    0.513    0.513
   .SocDes10_23       0.515    0.029   17.608    0.000    0.515    0.515
   .SocDes10_24       0.445    0.031   14.299    0.000    0.445    0.445
 .SocDes10_20 ~~                                                        
   .SocDes10_21       0.576    0.027   21.001    0.000    0.576    0.576
   .SocDes10_22       0.541    0.029   18.639    0.000    0.541    0.541
   .SocDes10_23       0.545    0.029   18.965    0.000    0.545    0.545
   .SocDes10_24       0.507    0.030   17.065    0.000    0.507    0.507
 .SocDes10_21 ~~                                                        
   .SocDes10_22       0.538    0.029   18.829    0.000    0.538    0.538
   .SocDes10_23       0.522    0.029   17.979    0.000    0.522    0.522
   .SocDes10_24       0.528    0.029   18.483    0.000    0.528    0.528
 .SocDes10_22 ~~                                                        
   .SocDes10_23       0.609    0.026   23.361    0.000    0.609    0.609
   .SocDes10_24       0.527    0.029   18.470    0.000    0.527    0.527
 .SocDes10_23 ~~                                                        
   .SocDes10_24       0.598    0.026   22.779    0.000    0.598    0.598

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .f19               0.000                               0.000    0.000
   .f20               0.000                               0.000    0.000
   .f21               0.000                               0.000    0.000
   .f22               0.000                               0.000    0.000
   .f23               0.000                               0.000    0.000
   .f24               0.000                               0.000    0.000
    i                 0.000                               0.000    0.000
    s                 0.042    0.008    5.464    0.000    0.386    0.386

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    ScDs1_19|1 (a)   -0.921    0.023  -39.911    0.000   -0.921   -0.864
    ScDs1_20|1 (a)   -0.921    0.023  -39.911    0.000   -0.921   -0.863
    ScDs1_21|1 (a)   -0.921    0.023  -39.911    0.000   -0.921   -0.865
    ScDs1_22|1 (a)   -0.921    0.023  -39.911    0.000   -0.921   -0.864
    ScDs1_23|1 (a)   -0.921    0.023  -39.911    0.000   -0.921   -0.864
    ScDs1_24|1 (a)   -0.921    0.023  -39.911    0.000   -0.921   -0.865
    ScDs2_19|1 (b)    0.470    0.024   19.809    0.000    0.470    0.414
    ScDs2_20|1 (b)    0.470    0.024   19.809    0.000    0.470    0.413
    ScDs2_21|1 (b)    0.470    0.024   19.809    0.000    0.470    0.415
    ScDs2_22|1 (b)    0.470    0.024   19.809    0.000    0.470    0.414
    ScDs2_23|1 (b)    0.470    0.024   19.809    0.000    0.470    0.414
    ScDs2_24|1 (b)    0.470    0.024   19.809    0.000    0.470    0.414
    ScDs3_19|1 (c)   -0.654    0.021  -30.521    0.000   -0.654   -0.594
    ScDs3_20|1 (c)   -0.654    0.021  -30.521    0.000   -0.654   -0.593
    ScDs3_21|1 (c)   -0.654    0.021  -30.521    0.000   -0.654   -0.595
    ScDs3_22|1 (c)   -0.654    0.021  -30.521    0.000   -0.654   -0.594
    ScDs3_23|1 (c)   -0.654    0.021  -30.521    0.000   -0.654   -0.595
    ScDs3_24|1 (c)   -0.654    0.021  -30.521    0.000   -0.654   -0.595
    ScDs4_19|1 (d)   -0.464    0.026  -18.125    0.000   -0.464   -0.393
    ScDs4_20|1 (d)   -0.464    0.026  -18.125    0.000   -0.464   -0.391
    ScDs4_21|1 (d)   -0.464    0.026  -18.125    0.000   -0.464   -0.393
    ScDs4_22|1 (d)   -0.464    0.026  -18.125    0.000   -0.464   -0.393
    ScDs4_23|1 (d)   -0.464    0.026  -18.125    0.000   -0.464   -0.393
    ScDs4_24|1 (d)   -0.464    0.026  -18.125    0.000   -0.464   -0.393
    ScDs5_19|1 (e)   -1.332    0.025  -53.851    0.000   -1.332   -1.265
    ScDs5_20|1 (e)   -1.332    0.025  -53.851    0.000   -1.332   -1.263
    ScDs5_21|1 (e)   -1.332    0.025  -53.851    0.000   -1.332   -1.266
    ScDs5_22|1 (e)   -1.332    0.025  -53.851    0.000   -1.332   -1.265
    ScDs5_23|1 (e)   -1.332    0.025  -53.851    0.000   -1.332   -1.265
    ScDs5_24|1 (e)   -1.332    0.025  -53.851    0.000   -1.332   -1.265
    ScDs6_19|1 (f)   -0.379    0.023  -16.576    0.000   -0.379   -0.333
    ScDs6_20|1 (f)   -0.379    0.023  -16.576    0.000   -0.379   -0.332
    ScDs6_21|1 (f)   -0.379    0.023  -16.576    0.000   -0.379   -0.334
    ScDs6_22|1 (f)   -0.379    0.023  -16.576    0.000   -0.379   -0.333
    ScDs6_23|1 (f)   -0.379    0.023  -16.576    0.000   -0.379   -0.333
    ScDs6_24|1 (f)   -0.379    0.023  -16.576    0.000   -0.379   -0.334
    ScDs7_19|1 (g)    0.072    0.022    3.247    0.001    0.072    0.063
    ScDs7_20|1 (g)    0.072    0.022    3.247    0.001    0.072    0.063
    ScDs7_21|1 (g)    0.072    0.022    3.247    0.001    0.072    0.063
    ScDs7_22|1 (g)    0.072    0.022    3.247    0.001    0.072    0.063
    ScDs7_23|1 (g)    0.072    0.022    3.247    0.001    0.072    0.063
    ScDs7_24|1 (g)    0.072    0.022    3.247    0.001    0.072    0.063
    ScDs8_19|1 (h)   -1.011    0.020  -50.830    0.000   -1.011   -0.973
    ScDs8_20|1 (h)   -1.011    0.020  -50.830    0.000   -1.011   -0.972
    ScDs8_21|1 (h)   -1.011    0.020  -50.830    0.000   -1.011   -0.973
    ScDs8_22|1 (h)   -1.011    0.020  -50.830    0.000   -1.011   -0.973
    ScDs8_23|1 (h)   -1.011    0.020  -50.830    0.000   -1.011   -0.973
    ScDs8_24|1 (h)   -1.011    0.020  -50.830    0.000   -1.011   -0.973
    ScDs9_19|1 (i)   -0.117    0.024   -4.901    0.000   -0.117   -0.102
    ScDs9_20|1 (i)   -0.117    0.024   -4.901    0.000   -0.117   -0.101
    ScDs9_21|1 (i)   -0.117    0.024   -4.901    0.000   -0.117   -0.102
    ScDs9_22|1 (i)   -0.117    0.024   -4.901    0.000   -0.117   -0.102
    ScDs9_23|1 (i)   -0.117    0.024   -4.901    0.000   -0.117   -0.102
    ScDs9_24|1 (i)   -0.117    0.024   -4.901    0.000   -0.117   -0.102
    ScD10_19|1 (m)    0.514    0.022   23.638    0.000    0.514    0.458
    ScD10_20|1 (m)    0.514    0.022   23.638    0.000    0.514    0.457
    ScD10_21|1 (m)    0.514    0.022   23.638    0.000    0.514    0.459
    ScD10_22|1 (m)    0.514    0.022   23.638    0.000    0.514    0.458
    ScD10_23|1 (m)    0.514    0.022   23.638    0.000    0.514    0.458
    ScD10_24|1 (m)    0.514    0.022   23.638    0.000    0.514    0.458

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .f19        (r)    0.009    0.002    5.006    0.000    0.065    0.065
   .f20        (r)    0.009    0.002    5.006    0.000    0.063    0.063
   .f21        (r)    0.009    0.002    5.006    0.000    0.065    0.065
   .f22        (r)    0.009    0.002    5.006    0.000    0.065    0.065
   .f23        (r)    0.009    0.002    5.006    0.000    0.065    0.065
   .f24        (r)    0.009    0.002    5.006    0.000    0.065    0.065
    i                 0.132    0.021    6.177    0.000    1.000    1.000
    s                 0.012    0.004    2.772    0.006    1.000    1.000
   .SocDes1_19        1.000                               1.000    0.880
   .SocDes2_19        1.000                               1.000    0.776
   .SocDes3_19        1.000                               1.000    0.827
   .SocDes4_19        1.000                               1.000    0.718
   .SocDes5_19        1.000                               1.000    0.902
   .SocDes6_19        1.000                               1.000    0.775
   .SocDes7_19        1.000                               1.000    0.780
   .SocDes8_19        1.000                               1.000    0.926
   .SocDes9_19        1.000                               1.000    0.753
   .SocDs10_19        1.000                               1.000    0.794
   .SocDes1_20        1.000                               1.000    0.877
   .SocDes2_20        1.000                               1.000    0.770
   .SocDes3_20        1.000                               1.000    0.823
   .SocDes4_20        1.000                               1.000    0.712
   .SocDes5_20        1.000                               1.000    0.899
   .SocDes6_20        1.000                               1.000    0.769
   .SocDes7_20        1.000                               1.000    0.775
   .SocDes8_20        1.000                               1.000    0.924
   .SocDes9_20        1.000                               1.000    0.747
   .SocDs10_20        1.000                               1.000    0.789
   .SocDes1_21        1.000                               1.000    0.881
   .SocDes2_21        1.000                               1.000    0.778
   .SocDes3_21        1.000                               1.000    0.829
   .SocDes4_21        1.000                               1.000    0.720
   .SocDes5_21        1.000                               1.000    0.903
   .SocDes6_21        1.000                               1.000    0.777
   .SocDes7_21        1.000                               1.000    0.782
   .SocDes8_21        1.000                               1.000    0.927
   .SocDes9_21        1.000                               1.000    0.755
   .SocDs10_21        1.000                               1.000    0.796
   .SocDes1_22        1.000                               1.000    0.880
   .SocDes2_22        1.000                               1.000    0.776
   .SocDes3_22        1.000                               1.000    0.827
   .SocDes4_22        1.000                               1.000    0.718
   .SocDes5_22        1.000                               1.000    0.901
   .SocDes6_22        1.000                               1.000    0.775
   .SocDes7_22        1.000                               1.000    0.780
   .SocDes8_22        1.000                               1.000    0.926
   .SocDes9_22        1.000                               1.000    0.752
   .SocDs10_22        1.000                               1.000    0.794
   .SocDes1_23        1.000                               1.000    0.880
   .SocDes2_23        1.000                               1.000    0.776
   .SocDes3_23        1.000                               1.000    0.828
   .SocDes4_23        1.000                               1.000    0.719
   .SocDes5_23        1.000                               1.000    0.902
   .SocDes6_23        1.000                               1.000    0.775
   .SocDes7_23        1.000                               1.000    0.780
   .SocDes8_23        1.000                               1.000    0.926
   .SocDes9_23        1.000                               1.000    0.753
   .SocDs10_23        1.000                               1.000    0.794
   .SocDes1_24        1.000                               1.000    0.880
   .SocDes2_24        1.000                               1.000    0.777
   .SocDes3_24        1.000                               1.000    0.828
   .SocDes4_24        1.000                               1.000    0.719
   .SocDes5_24        1.000                               1.000    0.902
   .SocDes6_24        1.000                               1.000    0.776
   .SocDes7_24        1.000                               1.000    0.781
   .SocDes8_24        1.000                               1.000    0.926
   .SocDes9_24        1.000                               1.000    0.754
   .SocDs10_24        1.000                               1.000    0.795

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    SocDes1_19        0.938                               0.938    1.000
    SocDes2_19        0.881                               0.881    1.000
    SocDes3_19        0.910                               0.910    1.000
    SocDes4_19        0.847                               0.847    1.000
    SocDes5_19        0.949                               0.949    1.000
    SocDes6_19        0.880                               0.880    1.000
    SocDes7_19        0.883                               0.883    1.000
    SocDes8_19        0.962                               0.962    1.000
    SocDes9_19        0.868                               0.868    1.000
    SocDes10_19       0.891                               0.891    1.000
    SocDes1_20        0.936                               0.936    1.000
    SocDes2_20        0.878                               0.878    1.000
    SocDes3_20        0.907                               0.907    1.000
    SocDes4_20        0.844                               0.844    1.000
    SocDes5_20        0.948                               0.948    1.000
    SocDes6_20        0.877                               0.877    1.000
    SocDes7_20        0.880                               0.880    1.000
    SocDes8_20        0.961                               0.961    1.000
    SocDes9_20        0.864                               0.864    1.000
    SocDes10_20       0.888                               0.888    1.000
    SocDes1_21        0.939                               0.939    1.000
    SocDes2_21        0.882                               0.882    1.000
    SocDes3_21        0.911                               0.911    1.000
    SocDes4_21        0.849                               0.849    1.000
    SocDes5_21        0.950                               0.950    1.000
    SocDes6_21        0.881                               0.881    1.000
    SocDes7_21        0.884                               0.884    1.000
    SocDes8_21        0.963                               0.963    1.000
    SocDes9_21        0.869                               0.869    1.000
    SocDes10_21       0.892                               0.892    1.000
    SocDes1_22        0.938                               0.938    1.000
    SocDes2_22        0.881                               0.881    1.000
    SocDes3_22        0.910                               0.910    1.000
    SocDes4_22        0.847                               0.847    1.000
    SocDes5_22        0.949                               0.949    1.000
    SocDes6_22        0.880                               0.880    1.000
    SocDes7_22        0.883                               0.883    1.000
    SocDes8_22        0.962                               0.962    1.000
    SocDes9_22        0.867                               0.867    1.000
    SocDes10_22       0.891                               0.891    1.000
    SocDes1_23        0.938                               0.938    1.000
    SocDes2_23        0.881                               0.881    1.000
    SocDes3_23        0.910                               0.910    1.000
    SocDes4_23        0.848                               0.848    1.000
    SocDes5_23        0.950                               0.950    1.000
    SocDes6_23        0.881                               0.881    1.000
    SocDes7_23        0.883                               0.883    1.000
    SocDes8_23        0.962                               0.962    1.000
    SocDes9_23        0.868                               0.868    1.000
    SocDes10_23       0.891                               0.891    1.000
    SocDes1_24        0.938                               0.938    1.000
    SocDes2_24        0.881                               0.881    1.000
    SocDes3_24        0.910                               0.910    1.000
    SocDes4_24        0.848                               0.848    1.000
    SocDes5_24        0.950                               0.950    1.000
    SocDes6_24        0.881                               0.881    1.000
    SocDes7_24        0.884                               0.884    1.000
    SocDes8_24        0.962                               0.962    1.000
    SocDes9_24        0.868                               0.868    1.000
    SocDes10_24       0.891                               0.891    1.000

Model Comparison

lavTestLRT(
  fit_LGCmodel1_int,
  fit_LGCmodel2_slope,
  fit_LGCmodel3_slopeNL,
  # fit_LGCmodel4_Quadr     # Removed, since cov matrix of latent variables is not positive definite
  method =  "satorra.2000"
)

Scaled Chi-Squared Difference Test (method = "satorra.2000")

lavaan->lavTestLRT():  
   lavaan NOTE: The "Chisq" column contains standard test statistics, not the 
   robust test that should be reported per model. A robust difference test is 
   a function of two standard (not robust) statistics.

                        Df AIC BIC  Chisq Chisq diff    RMSEA Df diff
fit_LGCmodel3_slopeNL 1652         6614.1                            
fit_LGCmodel2_slope   1656         6632.2     32.599 0.036433       4
fit_LGCmodel1_int     1659         6659.4     10.634 0.055284       3
                      Pr(>Chisq)    
fit_LGCmodel3_slopeNL               
fit_LGCmodel2_slope    1.443e-06 ***
fit_LGCmodel1_int        0.01388 *  
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Main parameters for the best fitting LGC

parameterEstimates(
  fit_LGCmodel3_slopeNL, standardized = T
)[parameterEstimates(
  fit_LGCmodel3_slopeNL)$lhs == "s" | parameterEstimates(
    fit_LGCmodel3_slopeNL)$rhs == "s" | parameterEstimates(
      fit_LGCmodel3_slopeNL)$rhs == "i" , ]
    lhs op rhs label    est    se      z pvalue ci.lower ci.upper std.lv
95    i ~~   i        0.132 0.021  6.177  0.000    0.090    0.174  1.000
96    s =~ f19        0.334 0.124  2.688  0.007    0.090    0.577  0.098
97    s =~ f20        0.000 0.000     NA     NA    0.000    0.000  0.000
98    s =~ f21        0.756 0.126  5.988  0.000    0.508    1.003  0.223
99    s =~ f22        1.100 0.149  7.365  0.000    0.807    1.392  0.323
100   s =~ f23        1.035 0.138  7.483  0.000    0.764    1.306  0.304
101   s =~ f24        1.000 0.000     NA     NA    1.000    1.000  0.294
102   s ~1            0.042 0.008  5.464  0.000    0.027    0.057  0.386
103   s ~~   s        0.012 0.004  2.772  0.006    0.003    0.020  1.000
104   i ~~   s       -0.008 0.004 -2.074  0.038   -0.016    0.000 -0.213
    std.all
95    1.000
96    0.098
97    0.000
98    0.223
99    0.323
100   0.304
101   0.294
102   0.386
103   1.000
104  -0.213

CIs for the standardized parameters

standardizedSolution(
  fit_LGCmodel3_slopeNL, ci = TRUE
)[parameterEstimates(
  fit_LGCmodel3_slopeNL)$lhs == "s" | parameterEstimates(
    fit_LGCmodel3_slopeNL)$rhs == "s" | parameterEstimates(
      fit_LGCmodel3_slopeNL)$rhs == "i" , ]
    lhs op rhs label est.std    se      z pvalue ci.lower ci.upper
95    i ~~   i         1.000 0.000     NA     NA    1.000    1.000
96    s =~ f19         0.098 0.043  2.295  0.022    0.014    0.182
97    s =~ f20         0.000 0.000     NA     NA    0.000    0.000
98    s =~ f21         0.223 0.045  4.906  0.000    0.134    0.312
99    s =~ f22         0.323 0.048  6.707  0.000    0.228    0.417
100   s =~ f23         0.304 0.048  6.320  0.000    0.210    0.399
101   s =~ f24         0.294 0.049  6.059  0.000    0.199    0.390
102   s ~1             0.386 0.071  5.412  0.000    0.246    0.526
103   s ~~   s         1.000 0.000     NA     NA    1.000    1.000
104   i ~~   s        -0.213 0.077 -2.773  0.006   -0.363   -0.062