Mplus VERSION 8.6
MUTHEN & MUTHEN
07/20/2021 6:37 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
DATA: FILE IS DEMOMLMEFA_CFA.txt;
VARIABLE:
NAMES ARE
cntry
gndr
agea
ipcrtiv
imprich
ipeqopt
ipshabt
impsafe
impdiff
ipfrule
ipudrst
ipmodst
ipgdtim
impfree
iphlppl
ipsuces
ipstrgv
ipadvnt
ipbhprp
iprspot
iplylfr
impenv
imptrad
impfun
region
ID;
MISSING ARE ALL (7-9);
USEVARIABLES ARE
ipshabt ! Habiletés
ipsuces ! Succès
ipfrule ! Règles
ipstrgv ! Gouvernement
imprich ! Richesse
imptrad;! Traditions
CLUSTER = region;
DEFINE:
CENTER ipshabt-imptrad(GRANDMEAN);
ANALYSIS:
TYPE = TWOLEVEL EFA 1 2 UW 1 2 UB;
processors = 4;
ROTATION is GEOMIN;
*** WARNING
Data set contains unknown or missing values for GROUPING,
PATTERN, COHORT, CLUSTER and/or STRATIFICATION variables.
Number of cases with unknown or missing values: 473
*** WARNING
Data set contains cases with missing on all variables.
These cases were not included in the analysis.
Number of cases with missing on all variables: 129
2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 19978
Number of dependent variables 6
Number of independent variables 0
Number of continuous latent variables 0
Observed dependent variables
Continuous
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH IMPTRAD
Variables with special functions
Cluster variable REGION
Centering (GRANDMEAN)
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH IMPTRAD
Estimator ML
Rotation GEOMIN
Row standardization CORRELATION
Type of rotation OBLIQUE
Epsilon value Varies
Information matrix OBSERVED
Maximum number of iterations 100
Convergence criterion 0.100D-05
Maximum number of EM iterations 500
Convergence criteria for the EM algorithm
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-03
Minimum variance 0.100D-03
Maximum number of steepest descent iterations 20
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
Optimization Specifications for the Exploratory Factor Analysis
Rotation Algorithm
Number of random starts 30
Maximum number of iterations 10000
Derivative convergence criterion 0.100D-04
Optimization algorithm EMA
Input data file(s)
DEMOMLMEFA_CFA.txt
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 50
Number of clusters 148
Average cluster size 134.986
Estimated Intraclass Correlations for the Y Variables
Intraclass Intraclass Intraclass
Variable Correlation Variable Correlation Variable Correlation
IPSHABT 0.176 IPSUCES 0.188 IPFRULE 0.136
IPSTRGV 0.117 IMPRICH 0.205 IMPTRAD 0.126
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
IPSHABT 0.993
IPSUCES 0.987 0.992
IPFRULE 0.986 0.985 0.991
IPSTRGV 0.984 0.984 0.983 0.989
IMPRICH 0.991 0.990 0.988 0.987 0.996
IMPTRAD 0.989 0.989 0.987 0.987 0.992
Covariance Coverage
IMPTRAD
________
IMPTRAD 0.995
UNIVARIATE SAMPLE STATISTICS
UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS
Variable/ Mean/ Skewness/ Minimum/ % with Percentiles
Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median
IPSHABT 0.000 0.297 -2.040 13.94% -1.040 -1.040 -0.040
19837.000 1.940 -0.860 2.960 3.85% -0.040 0.960
IPSUCES 0.000 0.312 -2.005 13.22% -1.005 -1.005 -0.005
19813.000 1.807 -0.767 2.995 3.21% -0.005 0.995
IPFRULE 0.000 0.232 -2.171 11.75% -1.171 -0.171 -0.171
19794.000 2.013 -0.949 2.829 5.00% -0.171 1.829
IPSTRGV 0.000 0.915 -1.202 30.56% -1.202 -0.202 -0.202
19765.000 1.265 0.409 3.798 0.71% -0.202 0.798
IMPRICH 0.000 -0.463 -3.027 5.37% -1.027 -0.027 -0.027
19908.000 1.970 -0.693 1.973 13.62% 0.973 0.973
IMPTRAD 0.000 0.640 -1.667 21.23% -1.667 -0.667 -0.667
19884.000 1.846 -0.405 3.333 3.25% 0.333 1.333
RESULTS FOR EXPLORATORY FACTOR ANALYSIS
EIGENVALUES FOR WITHIN LEVEL SAMPLE CORRELATION MATRIX
1 2 3 4 5
________ ________ ________ ________ ________
2.060 1.328 0.779 0.720 0.664
EIGENVALUES FOR WITHIN LEVEL SAMPLE CORRELATION MATRIX
6
________
0.449
EIGENVALUES FOR BETWEEN LEVEL SAMPLE CORRELATION MATRIX
1 2 3 4 5
________ ________ ________ ________ ________
4.577 0.617 0.471 0.147 0.124
EIGENVALUES FOR BETWEEN LEVEL SAMPLE CORRELATION MATRIX
6
________
0.063
EXPLORATORY FACTOR ANALYSIS WITH 1 WITHIN FACTOR(S) AND 1 BETWEEN FACTOR(S):
MODEL FIT INFORMATION
Number of Free Parameters 30
Loglikelihood
H0 Value -189079.925
H1 Value -187614.857
Information Criteria
Akaike (AIC) 378219.851
Bayesian (BIC) 378456.923
Sample-Size Adjusted BIC 378361.584
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 2930.138
Degrees of Freedom 18
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.090
CFI/TLI
CFI 0.818
TLI 0.697
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.082
Value for Between 0.050
MINIMUM ROTATION FUNCTION VALUE 1.46573
WITHIN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1
________
IPSHABT 0.695*
IPSUCES 0.781*
IPFRULE 0.207*
IPSTRGV 0.280*
IMPRICH 0.481*
IMPTRAD 0.137*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1
________
1 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.517 0.390 0.957 0.922 0.768
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.981
S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 0.006
IPSUCES 0.006
IPFRULE 0.008
IPSTRGV 0.008
IMPRICH 0.007
IMPTRAD 0.008
S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.009 0.010 0.003 0.004 0.007
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.002
Est./S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 108.718
IPSUCES 121.177
IPFRULE 25.592
IPSTRGV 35.613
IMPRICH 69.827
IMPTRAD 16.649
Est./S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
58.114 38.714 286.362 209.367 115.743
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
434.950
EXPLORATORY FACTOR ANALYSIS WITH 1 WITHIN FACTOR(S) AND 1 BETWEEN FACTOR(S):
MINIMUM ROTATION FUNCTION VALUE 4.38228
BETWEEN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1
________
IPSHABT 0.887*
IPSUCES 0.906*
IPFRULE 0.747*
IPSTRGV 0.836*
IMPRICH 0.739*
IMPTRAD 0.985*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1
________
1 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.214 0.179 0.442 0.301 0.453
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.029
S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 0.023
IPSUCES 0.019
IPFRULE 0.043
IPSTRGV 0.031
IMPRICH 0.042
IMPTRAD 0.012
S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.040 0.035 0.064 0.052 0.062
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.023
Est./S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 39.119
IPSUCES 46.656
IPFRULE 17.479
IPSTRGV 26.975
IMPRICH 17.542
IMPTRAD 83.002
Est./S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
5.324 5.099 6.916 5.806 7.272
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
1.239
EXPLORATORY FACTOR ANALYSIS WITH 2 WITHIN FACTOR(S) AND 1 BETWEEN FACTOR(S):
MODEL FIT INFORMATION
Number of Free Parameters 35
Loglikelihood
H0 Value -187683.006
H1 Value -187614.857
Information Criteria
Akaike (AIC) 375436.011
Bayesian (BIC) 375712.595
Sample-Size Adjusted BIC 375601.366
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 136.298
Degrees of Freedom 13
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.022
CFI/TLI
CFI 0.992
TLI 0.982
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.008
Value for Between 0.050
MINIMUM ROTATION FUNCTION VALUE 0.22581
WITHIN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1 2
________ ________
IPSHABT 0.712* -0.005*
IPSUCES 0.749* 0.062*
IPFRULE 0.045 0.436*
IPSTRGV 0.113* 0.461*
IMPRICH 0.531* -0.097*
IMPTRAD -0.080 0.576*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1 2
________ ________
1 1.000
2 0.288* 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.495 0.409 0.797 0.744 0.739
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.688
S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 0.007 0.002
IPSUCES 0.012 0.013
IPFRULE 0.047 0.021
IPSTRGV 0.051 0.023
IMPRICH 0.012 0.011
IMPTRAD 0.055 0.008
S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 0.089 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.009 0.010 0.009 0.010 0.007
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.014
Est./S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 108.186 -2.726
IPSUCES 64.933 4.893
IPFRULE 0.946 20.827
IPSTRGV 2.217 19.777
IMPRICH 45.932 -9.063
IMPTRAD -1.456 69.554
Est./S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 3.242 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
52.332 40.774 89.234 74.710 101.630
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
48.917
FACTOR STRUCTURE
1 2
________ ________
IPSHABT 0.710 0.200
IPSUCES 0.766 0.278
IPFRULE 0.170 0.449
IPSTRGV 0.246 0.494
IMPRICH 0.503 0.055
IMPTRAD 0.086 0.553
EXPLORATORY FACTOR ANALYSIS WITH 2 WITHIN FACTOR(S) AND 1 BETWEEN FACTOR(S):
MINIMUM ROTATION FUNCTION VALUE 4.39207
BETWEEN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1
________
IPSHABT 0.891*
IPSUCES 0.911*
IPFRULE 0.742*
IPSTRGV 0.827*
IMPRICH 0.753*
IMPTRAD 0.984*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1
________
1 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.207 0.171 0.450 0.315 0.433
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.032
S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 0.022
IPSUCES 0.019
IPFRULE 0.043
IPSTRGV 0.032
IMPRICH 0.040
IMPTRAD 0.011
S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.039 0.034 0.063 0.052 0.061
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.022
Est./S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 40.488
IPSUCES 48.753
IPFRULE 17.333
IPSTRGV 26.195
IMPRICH 18.600
IMPTRAD 86.761
Est./S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
5.276 5.023 7.089 6.036 7.112
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
1.445
EXPLORATORY FACTOR ANALYSIS WITH UNRESTRICTED WITHIN COVARIANCE AND 1 BETWEEN FACTOR(S):
MODEL FIT INFORMATION
Number of Free Parameters 18
Loglikelihood
H0 Value -187654.265
H1 Value -187614.857
Information Criteria
Akaike (AIC) 375344.530
Bayesian (BIC) 375486.773
Sample-Size Adjusted BIC 375429.570
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 78.817
Degrees of Freedom 9
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.009
CFI/TLI
CFI 0.996
TLI 0.985
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.000
Value for Between 0.049
MINIMUM ROTATION FUNCTION VALUE 4.38994
BETWEEN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1
________
IPSHABT 0.890*
IPSUCES 0.911*
IPFRULE 0.742*
IPSTRGV 0.827*
IMPRICH 0.753*
IMPTRAD 0.984*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1
________
1 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.208 0.171 0.450 0.317 0.433
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.032
S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 0.022
IPSUCES 0.019
IPFRULE 0.043
IPSTRGV 0.032
IMPRICH 0.040
IMPTRAD 0.011
S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.039 0.034 0.063 0.052 0.061
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.022
Est./S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 40.294
IPSUCES 48.703
IPFRULE 17.340
IPSTRGV 26.090
IMPRICH 18.600
IMPTRAD 86.744
Est./S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
5.292 5.020 7.092 6.042 7.108
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
1.436
EXPLORATORY FACTOR ANALYSIS WITH 1 WITHIN FACTOR(S) AND 2 BETWEEN FACTOR(S):
MODEL FIT INFORMATION
Number of Free Parameters 35
Loglikelihood
H0 Value -189058.089
H1 Value -187614.857
Information Criteria
Akaike (AIC) 378186.178
Bayesian (BIC) 378462.762
Sample-Size Adjusted BIC 378351.533
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 2886.465
Degrees of Freedom 13
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.105
CFI/TLI
CFI 0.821
TLI 0.587
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.082
Value for Between 0.038
MINIMUM ROTATION FUNCTION VALUE 1.46566
WITHIN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1
________
IPSHABT 0.695*
IPSUCES 0.781*
IPFRULE 0.207*
IPSTRGV 0.280*
IMPRICH 0.481*
IMPTRAD 0.137*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1
________
1 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.517 0.390 0.957 0.922 0.768
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.981
S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 0.006
IPSUCES 0.006
IPFRULE 0.008
IPSTRGV 0.008
IMPRICH 0.007
IMPTRAD 0.008
S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.009 0.010 0.003 0.004 0.007
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.002
Est./S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 108.694
IPSUCES 121.175
IPFRULE 25.639
IPSTRGV 35.600
IMPRICH 69.810
IMPTRAD 16.676
Est./S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
58.138 38.709 285.918 209.418 115.772
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
434.314
EXPLORATORY FACTOR ANALYSIS WITH 1 WITHIN FACTOR(S) AND 2 BETWEEN FACTOR(S):
MINIMUM ROTATION FUNCTION VALUE 0.71764
BETWEEN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1 2
________ ________
IPSHABT 1.055* 0.003
IPSUCES 0.214 0.699*
IPFRULE -0.216 0.943*
IPSTRGV 0.380* 0.519*
IMPRICH 0.343* 0.420*
IMPTRAD 0.006 1.018*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1 2
________ ________
1 1.000
2 0.785* 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
-0.117 0.230 0.384 0.277 0.480
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
-0.045
S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 0.086 0.002
IPSUCES 0.123 0.118
IPFRULE 0.134 0.124
IPSTRGV 0.135 0.134
IMPRICH 0.170 0.165
IMPTRAD 0.011 0.020
S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 0.068 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.180 0.043 0.062 0.047 0.065
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.034
Est./S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 12.251 1.494
IPSUCES 1.737 5.933
IPFRULE -1.604 7.591
IPSTRGV 2.816 3.866
IMPRICH 2.016 2.549
IMPTRAD 0.503 50.841
Est./S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 11.470 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
-0.647 5.291 6.229 5.831 7.427
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
-1.343
FACTOR STRUCTURE
1 2
________ ________
IPSHABT 1.057 0.831
IPSUCES 0.763 0.867
IPFRULE 0.524 0.774
IPSTRGV 0.787 0.817
IMPRICH 0.673 0.689
IMPTRAD 0.805 1.022
EXPLORATORY FACTOR ANALYSIS WITH 2 WITHIN FACTOR(S) AND 2 BETWEEN FACTOR(S):
MODEL FIT INFORMATION
Number of Free Parameters 40
Loglikelihood
H0 Value -187663.147
H1 Value -187614.857
Information Criteria
Akaike (AIC) 375406.295
Bayesian (BIC) 375722.390
Sample-Size Adjusted BIC 375595.272
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 96.581
Degrees of Freedom 8
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.024
CFI/TLI
CFI 0.994
TLI 0.979
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.008
Value for Between 0.037
MINIMUM ROTATION FUNCTION VALUE 0.22559
WITHIN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1 2
________ ________
IPSHABT 0.712* -0.005*
IPSUCES 0.749* 0.062*
IPFRULE 0.044 0.436*
IPSTRGV 0.111* 0.462*
IMPRICH 0.531* -0.097*
IMPTRAD -0.081 0.576*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1 2
________ ________
1 1.000
2 0.290* 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.495 0.409 0.797 0.744 0.739
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.689
S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 0.007 0.002
IPSUCES 0.012 0.013
IPFRULE 0.047 0.021
IPSTRGV 0.051 0.023
IMPRICH 0.012 0.011
IMPTRAD 0.055 0.008
S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 0.088 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.009 0.010 0.009 0.010 0.007
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.014
Est./S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 108.156 -2.735
IPSUCES 64.956 4.888
IPFRULE 0.936 20.801
IPSTRGV 2.194 19.738
IMPRICH 46.070 -9.057
IMPTRAD -1.485 69.335
Est./S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 3.289 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
52.343 40.754 89.332 74.551 101.641
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
48.982
FACTOR STRUCTURE
1 2
________ ________
IPSHABT 0.710 0.202
IPSUCES 0.767 0.279
IPFRULE 0.171 0.449
IPSTRGV 0.246 0.494
IMPRICH 0.503 0.057
IMPTRAD 0.086 0.552
EXPLORATORY FACTOR ANALYSIS WITH 2 WITHIN FACTOR(S) AND 2 BETWEEN FACTOR(S):
MINIMUM ROTATION FUNCTION VALUE 0.70387
BETWEEN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1 2
________ ________
IPSHABT 1.055* 0.003
IPSUCES 0.159 0.757*
IPFRULE -0.237 0.957*
IPSTRGV 0.394* 0.494*
IMPRICH 0.288 0.483*
IMPTRAD 0.005 1.007*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1 2
________ ________
1 1.000
2 0.798* 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
-0.119 0.209 0.390 0.289 0.462
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
-0.022
S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 0.098 0.002
IPSUCES 0.118 0.113
IPFRULE 0.166 0.156
IPSTRGV 0.169 0.168
IMPRICH 0.170 0.166
IMPTRAD 0.012 0.020
S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 0.077 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.205 0.043 0.064 0.051 0.063
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.033
Est./S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 10.735 1.334
IPSUCES 1.346 6.694
IPFRULE -1.426 6.155
IPSTRGV 2.330 2.941
IMPRICH 1.699 2.911
IMPTRAD 0.371 49.225
Est./S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 10.376 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
-0.583 4.854 6.087 5.690 7.346
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
-0.677
FACTOR STRUCTURE
1 2
________ ________
IPSHABT 1.058 0.845
IPSUCES 0.763 0.884
IPFRULE 0.527 0.768
IPSTRGV 0.789 0.809
IMPRICH 0.674 0.713
IMPTRAD 0.808 1.011
EXPLORATORY FACTOR ANALYSIS WITH UNRESTRICTED WITHIN COVARIANCE AND 2 BETWEEN FACTOR(S):
MODEL FIT INFORMATION
Number of Free Parameters 23
Loglikelihood
H0 Value -187634.202
H1 Value -187614.857
Information Criteria
Akaike (AIC) 375314.404
Bayesian (BIC) 375496.159
Sample-Size Adjusted BIC 375423.066
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 38.690
Degrees of Freedom 4
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.005
CFI/TLI
CFI 0.998
TLI 0.984
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.000
Value for Between 0.037
MINIMUM ROTATION FUNCTION VALUE 0.68601
BETWEEN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1 2
________ ________
IPSHABT 1.062* 0.003
IPSUCES 0.156 0.760*
IPFRULE -0.225 0.946*
IPSTRGV 0.388* 0.501*
IMPRICH 0.279 0.491*
IMPTRAD 0.004 1.009*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1 2
________ ________
1 1.000
2 0.793* 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
-0.132 0.210 0.392 0.290 0.463
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
-0.023
S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 0.103 0.002
IPSUCES 0.117 0.112
IPFRULE 0.160 0.149
IPSTRGV 0.170 0.169
IMPRICH 0.167 0.163
IMPTRAD 0.011 0.020
S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 0.079 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.216 0.043 0.063 0.051 0.063
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.033
Est./S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 10.289 1.372
IPSUCES 1.337 6.795
IPFRULE -1.407 6.337
IPSTRGV 2.284 2.972
IMPRICH 1.672 3.011
IMPTRAD 0.343 51.690
Est./S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 10.000 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
-0.612 4.854 6.211 5.666 7.366
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
-0.716
FACTOR STRUCTURE
1 2
________ ________
IPSHABT 1.064 0.845
IPSUCES 0.758 0.884
IPFRULE 0.524 0.767
IPSTRGV 0.785 0.809
IMPRICH 0.669 0.713
IMPTRAD 0.803 1.012
EXPLORATORY FACTOR ANALYSIS WITH 1 WITHIN FACTOR(S) AND UNRESTRICTED BETWEEN COVARIANCE:
MODEL FIT INFORMATION
Number of Free Parameters 18
Loglikelihood
H0 Value -189037.531
H1 Value -187614.857
Information Criteria
Akaike (AIC) 378111.061
Bayesian (BIC) 378253.304
Sample-Size Adjusted BIC 378196.101
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 2845.348
Degrees of Freedom 9
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.069
CFI/TLI
CFI 0.823
TLI 0.410
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.082
Value for Between 0.000
MINIMUM ROTATION FUNCTION VALUE 1.46556
WITHIN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1
________
IPSHABT 0.695*
IPSUCES 0.781*
IPFRULE 0.207*
IPSTRGV 0.280*
IMPRICH 0.481*
IMPTRAD 0.137*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1
________
1 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.517 0.390 0.957 0.922 0.769
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.981
S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 0.006
IPSUCES 0.006
IPFRULE 0.008
IPSTRGV 0.008
IMPRICH 0.007
IMPTRAD 0.008
S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.009 0.010 0.003 0.004 0.007
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.002
Est./S.E. GEOMIN ROTATED LOADINGS
1
________
IPSHABT 108.704
IPSUCES 121.156
IPFRULE 25.631
IPSTRGV 35.634
IMPRICH 69.771
IMPTRAD 16.701
Est./S.E. GEOMIN FACTOR CORRELATIONS
1
________
1 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
58.130 38.720 286.018 209.302 115.819
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
433.875
EXPLORATORY FACTOR ANALYSIS WITH 2 WITHIN FACTOR(S) AND UNRESTRICTED BETWEEN COVARIANCE:
MODEL FIT INFORMATION
Number of Free Parameters 23
Loglikelihood
H0 Value -187644.026
H1 Value -187614.857
Information Criteria
Akaike (AIC) 375334.051
Bayesian (BIC) 375515.806
Sample-Size Adjusted BIC 375442.713
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit
Value 58.338
Degrees of Freedom 4
P-Value 0.0000
RMSEA (Root Mean Square Error Of Approximation)
Estimate 0.008
CFI/TLI
CFI 0.997
TLI 0.975
Chi-Square Test of Model Fit for the Baseline Model
Value 16067.930
Degrees of Freedom 30
P-Value 0.0000
SRMR (Standardized Root Mean Square Residual)
Value for Within 0.008
Value for Between 0.000
MINIMUM ROTATION FUNCTION VALUE 0.22541
WITHIN LEVEL RESULTS
GEOMIN ROTATED LOADINGS (* significant at 5% level)
1 2
________ ________
IPSHABT 0.712* -0.005*
IPSUCES 0.748* 0.062*
IPFRULE 0.043 0.436*
IPSTRGV 0.111* 0.462*
IMPRICH 0.531* -0.097*
IMPTRAD -0.082 0.576*
GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
1 2
________ ________
1 1.000
2 0.292* 1.000
ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.495 0.409 0.797 0.744 0.739
ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.689
S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 0.007 0.002
IPSUCES 0.011 0.013
IPFRULE 0.047 0.021
IPSTRGV 0.050 0.023
IMPRICH 0.011 0.011
IMPTRAD 0.054 0.008
S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 0.087 0.000
S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
0.009 0.010 0.009 0.010 0.007
S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
0.014
Est./S.E. GEOMIN ROTATED LOADINGS
1 2
________ ________
IPSHABT 108.132 -2.766
IPSUCES 65.078 4.915
IPFRULE 0.930 20.894
IPSTRGV 2.208 19.813
IMPRICH 46.499 -9.020
IMPTRAD -1.518 70.072
Est./S.E. GEOMIN FACTOR CORRELATIONS
1 2
________ ________
1 0.000
2 3.349 0.000
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IPSHABT IPSUCES IPFRULE IPSTRGV IMPRICH
________ ________ ________ ________ ________
52.304 40.762 89.270 74.574 101.709
Est./S.E. ESTIMATED RESIDUAL VARIANCES
IMPTRAD
________
49.027
FACTOR STRUCTURE
1 2
________ ________
IPSHABT 0.710 0.203
IPSUCES 0.766 0.281
IPFRULE 0.171 0.449
IPSTRGV 0.246 0.495
IMPRICH 0.503 0.058
IMPTRAD 0.086 0.552
DIAGRAM INFORMATION
Mplus diagrams are currently not available for multilevel analysis.
No diagram output was produced.
Beginning Time: 18:37:59
Ending Time: 18:38:02
Elapsed Time: 00:00:03
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