Results

描述

描述
 sexgraoccdephome
N300300300300300
Missing00000
Mean1.372.833.961.842.71
Median1.003.004.002.003.00
Standard deviation0.4830.9531.520.5661.18
Minimum11111
Maximum25635

 

频数

sex频数
sex计数合计%累计%
119063.3 %63.3 %
211036.7 %100.0 %

 

gra频数
gra计数合计%累计%
1103.3 %3.3 %
211839.3 %42.7 %
310133.7 %76.3 %
45418.0 %94.3 %
5175.7 %100.0 %

 

occ频数
occ计数合计%累计%
13010.0 %10.0 %
23010.0 %20.0 %
33411.3 %31.3 %
48127.0 %58.3 %
57725.7 %84.0 %
64816.0 %100.0 %

 

dep频数
dep计数合计%累计%
17525.0 %25.0 %
219765.7 %90.7 %
3289.3 %100.0 %

 

home频数
home计数合计%累计%
16220.7 %20.7 %
26421.3 %42.0 %
38829.3 %71.3 %
47123.7 %95.0 %
5155.0 %100.0 %

 

绘图

sex

gra

occ

dep

home

Descriptives

Descriptives
SkewnessKurtosisShapiro-Wilk
 MeanSDSkewnessSEKurtosisSEWp
STD4.130.529-0.2670.141-0.5770.2810.952< .001
EVA3.990.593-0.6580.1411.8530.2810.950< .001
TEA4.010.609-0.8570.1412.4910.2810.933< .001
PRO3.940.520-0.4870.1411.0950.2810.948< .001
ENV3.900.592-0.5120.1411.5960.2810.957< .001

 

Structural Equation Modelling

unable to load shared object '/Applications/jamovi.app/Contents/Resources/modules/jmv/R/data.table/libs/data_table.so': dlopen(/Applications/jamovi.app/Contents/Resources/modules/jmv/R/data.table/libs/data_table.so, 0x0006): Library not loaded: '/Library/Frameworks/R.framework/Versions/4.1/Resources/lib/libR.dylib' Referenced from: '/Applications/jamovi.app/Contents/Resources/modules/jmv/R/data.table/libs/data_table.so' Reason: tried: '/Library/Frameworks/R.framework/Versions/4.1/Resources/lib/libR.dylib' (no such file), '/usr/lib/libR.dylib' (no such file)

Models Info
   
Estimation MethodML.
Optimization MethodNLMINB 
Number of observations300 
Free parameters14 
Standard errorsStandard 
Scaled testNone 
ConvergedTRUE 
Iterations2 
   
ModelSKL~EVA+PRO+ENV 
 PRO~STD 
 ENV~TEA 
   
[3] [4]

 

Overall Tests

Model tests
LabelX²dfp
User Model2067< .001
Baseline Model69312< .001

 

Fit indices
95% Confidence Intervals
SRMRRMSEALowerUpperRMSEA p
0.1680.3080.2720.345< .001

 

User model versus baseline model
 Model
Comparative Fit Index (CFI)0.708
Tucker-Lewis Index (TLI)0.499
Bentler-Bonett Non-normed Fit Index (NNFI)0.499
Relative Noncentrality Index (RNI)0.708
Bentler-Bonett Normed Fit Index (NFI)0.703
Bollen's Relative Fit Index (RFI)0.490
Bollen's Incremental Fit Index (IFI)0.710
Parsimony Normed Fit Index (PNFI)0.410

 

R²
VariableR²
SKL0.458
PRO0.297
ENV0.398
ENV.
STD.
TEA.

 

Estimates

Parameters estimates
DepPredEstimateSEβzp
SKLEVA0.1580.04250.1833.72< .001
SKLPRO0.2390.04470.2425.35< .001
SKLENV0.4000.04100.4629.75< .001
PROSTD0.5360.04760.54511.26< .001
ENVTEA0.6130.04360.63114.08< .001

 

Variances and Covariances
Variable 1Variable 2EstimateSEβzp
SKLSKL0.1420.01160.54212.25< .001
PROPRO0.1890.01550.70312.25< .001
ENVENV0.2110.01720.60212.25< .001
EVAEVA0.3510.02861.00012.25< .001
EVASTD0.1940.02120.6209.13< .001
EVATEA0.2490.02530.6909.84< .001
STDSTD0.2790.02281.00012.25< .001
STDTEA0.2020.02190.6299.23< .001
TEATEA0.3700.03021.00012.25< .001

 

Defined parameters
LabelDescriptionParameterEstimateSEβzp
IE1STD ⇒ PRO ⇒ SKLp4*p20.1280.0260.1324.829< .001
IE2TEA ⇒ ENV ⇒ SKLp5*p30.2450.0310.2918.016< .001

 

Additional outputs

Mardia's coefficients
 Coefficientzχ²dfp
Skewness7.81 39056< .001
Kurtosis71.2720.6  < .001
[5]

 

Path Model

Path diagrams

[6]

描述

描述
 
个案数
缺失
均值
中位数
标准差
最小值
最大值

 

描述

描述
 
个案数
缺失
均值
中位数
标准差
最小值
最大值

 

Structural Equation Models

unable to load shared object '/Applications/jamovi.app/Contents/Resources/modules/jmv/R/data.table/libs/data_table.so': dlopen(/Applications/jamovi.app/Contents/Resources/modules/jmv/R/data.table/libs/data_table.so, 0x0006): Library not loaded: '/Library/Frameworks/R.framework/Versions/4.1/Resources/lib/libR.dylib' Referenced from: '/Applications/jamovi.app/Contents/Resources/modules/jmv/R/data.table/libs/data_table.so' Reason: tried: '/Library/Frameworks/R.framework/Versions/4.1/Resources/lib/libR.dylib' (no such file), '/usr/lib/libR.dylib' (no such file)

Models Info
   
Estimation MethodML.
Optimization MethodNLMINB 
Number of observations300 
Free parameters22 
Standard errorsStandard 
Scaled testNone 
ConvergedTRUE 
Iterations67 
   
ModelSKL~STD+PRO+EVA+TEA+ENV 
 PRO~STD 
 ENV~TEA 
   
[3] [4]

 

Overall Tests

Model tests
LabelX²dfp
User Model2055< .001
Baseline Model69312< .001

 

Fit indices
95% Confidence Intervals
SRMRRMSEALowerUpperRMSEA p
0.1470.3660.3240.409< .001

 

User model versus baseline model
 Model
Comparative Fit Index (CFI)0.706
Tucker-Lewis Index (TLI)0.293
Bentler-Bonett Non-normed Fit Index (NNFI)0.293
Relative Noncentrality Index (RNI)0.706
Bentler-Bonett Normed Fit Index (NFI)0.703
Bollen's Relative Fit Index (RFI)0.288
Bollen's Incremental Fit Index (IFI)0.709
Parsimony Normed Fit Index (PNFI)0.293

 

Additional fit indices
 Model
Hoelter Critical N (CN), α=0.0517.169
Hoelter Critical N (CN), α=0.0123.034
Goodness of Fit Index (GFI)0.995
Adjusted Goodness of Fit Index (AGFI)0.973
Parsimony Goodness of Fit Index (PGFI)0.184
McDonald Fit Index (MFI)0.716
Expected Cross-Validation Index (ECVI)0.831
Loglikelihood user model (H0)-1089.834
Loglikelihood unrestricted model (H1)-987.130
Akaike (AIC)2223.668
Bayesian (BIC)2305.151
Sample-size adjusted Bayesian (SABIC)2235.380

 

R²
VariableR²
SKL0.463
PRO0.297
ENV0.398
EVA.
TEA.
ENV.

 

Estimates

Parameters estimates
DepPredEstimateSEβzp
SKLSTD0.02540.06210.02610.4080.683
SKLPRO0.22580.04990.22824.524< .001
SKLEVA0.13830.05370.15932.5730.010
SKLTEA0.02190.06030.02590.3630.716
SKLENV0.39420.04740.45378.323< .001
PROSTD0.53570.04760.545011.258< .001
ENVTEA0.61330.04360.630814.081< .001

 

Variances and Covariances
Variable 1Variable 2EstimateSEβzp
SKLSKL0.1420.01160.53712.25< .001
PROPRO0.1890.01550.70312.25< .001
ENVENV0.2110.01720.60212.25< .001
STDSTD0.2790.02281.00012.25< .001
STDEVA0.1940.02120.6209.13< .001
STDTEA0.2020.02190.6299.23< .001
EVAEVA0.3510.02861.00012.25< .001
EVATEA0.2490.02530.6909.84< .001
TEATEA0.3700.03021.00012.25< .001

 

Intercepts
VariableInterceptSEzp
SKL0.7010.2113.316< .001
PRO1.7250.1988.718< .001
ENV1.4400.1778.147< .001
STD4.1250.030135.285< .001
EVA3.9900.034116.699< .001
TEA4.0130.035114.285< .001

 

Defined parameters
LabelDescriptionParameterEstimateSEβzp
IE1STD ⇒ PRO ⇒ SKLp6*p20.1210.0290.1244.198< .001
IE2TEA ⇒ ENV ⇒ SKLp7*p50.2420.0340.2867.165< .001

 

Additional outputs

Heterotrait-monotrait (HTMT) ratio of correlations
 
.
.
注释. HTMT indices not available for this model.
[5]

 

Mardia's coefficients
 Coefficientzχ²dfp
Skewness7.81 39056< .001
Kurtosis71.2720.6  < .001
[5]

 

Path Model

Path diagrams

[6]

参考

[1] The jamovi project (2023). jamovi. (Version 2.4) [Computer Software]. Retrieved from https://www.jamovi.org.

[2] R Core Team (2022). R: A Language and environment for statistical computing. (Version 4.1) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from CRAN snapshot 2023-04-07).

[3] Gallucci, M., Jentschke, S. (2021). SEMLj: jamovi SEM Analysis. [jamovi module]. For help please visit https://semlj.github.io/.

[4] Rosseel, Y. (2019). lavaan: An R Package for Structural Equation Modeling. Journal of Statistical Software, 48(2), 1-36. link.

[5] Jorgensen, T. D., Pornprasertmanit, S., Schoemann, A. M., Rosseel, Y., Miller, P., Quick, C., Garnier-Villarreal, M., Selig, J., Boulton, A., Preacher, K., Coffman, D., Rhemtulla, M., Robitzsch, A., Enders, C., Arslan, R., Clinton, B., Panko, P., Merkle, E., Chesnut, S., Byrnes, J., Rights, J. D., Longo, Y., Mansolf, M., Ben-Shachar, M. S., Rönkkö, M. (2019). semTools: Useful Tools for Structural Equation Modeling. [R Package]. Retrieved from https://CRAN.R-project.org/package=semTools.

[6] Epskamp S. , Stuber S., Nak J., Veenman M,, Jorgensen T.D. (2019). semPlot: Path Diagrams and Visual Analysis of Various SEM Packages' Output. [R Package]. Retrieved from https://CRAN.R-project.org/package=semPlot.