Рет қаралды 896
GSCA (Generalized Structured Component Analysis) merupakan analisis SEM yang berbasis component. GSCA mengakomodasi kekurangan dalam Covariance Based (CB-SEM) dan Variance Based SEM (PLS-SEM). Dibandingkan dengan PLS-SEM, GSCA memiliki kriteria FIT yang ditujukan pada keseluruhan model (yaitu measurement model dan structural model).
Sehingga GSCA merupakan model yang tidak hanya lebih fleksibel dibandingkan SEM maupun PLS, tetapi juga Robust.
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Reference :
[1]. Hwang, H., & Takane, Y. (2014). Generalized structured component analysis: A component-based approach to structural equation modeling. Boca Raton, FL: Chapman & Hall/CRC Press.
[2]. Cho, G., Sarstedt, M., & Hwang, H. (2022). A comparative evaluation of factor- and component-based structural equation modeling approaches under (in)correct construct representations. British Journal of Mathematical and Statistical Psychology, 75, 220-251.
[3]. Hwang, H., Cho, G., Jung, K., Falk, C., Flake, J., Jin, M. J., & Lee, S. H. (2021). An approach to structural equation modeling with both factors and components: Integrated generalized structured component analysis. Psychological Methods, 26(3), 273-294.
[4]. Cho, G., Hwang, H., Sarstedt, M., & Ringle, C. M. (2020). Cutoff criteria for overall model fit indexes in generalized structured component analysis. Journal of Marketing Analytics, 8,189-202.
[5]. Cho, G., Jung, K., & Hwang, H. (2019). Out-of-bag prediction error: A cross validation index for generalized structured component analysis. Multivariate Behavioral Research, 54, 505-513.
[6]. Hwang, H., Malhotra, N. K., Kim, Y., Tomiuk, M. A., & Hong, S. (2010). A comparative study on parameter recovery of three approaches to structural equation modeling. Journal of Marketing Research, 47, 699-712.
[7]. Hwang, H., Ho, R. M., & Lee, J. (2010). Generalized structured component analysis with latent interactions. Psychometrika, 75, 228-242.
Hwang, H., & Takane, Y. (2010). Nonlinear generalized structured component analysis. Behaviormetrika, 37, 1-14.
[8]. Hwang, H. (2009). Regularized generalized structured component analysis. Psychometrika, 74, 514-530.
[9]. Hwang, H., Takane, Y., & Malhotra, N. (2007). Multilevel generalized structured component analysis. Behaviormetrika, 34, 95-109.
[10]. Hwang, H., & Takane, Y. (2004). Generalized structured component analysis. Psychometrika, 69, 81-99.
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