GSCA Pro-Free Stand-Alone Software for Structural Equation Modeling

被引:8
作者
Hwang, Heungsun [1 ,4 ]
Cho, Gyeongcheol [2 ]
Choo, Hosung [3 ]
机构
[1] McGill Univ, Montreal, PQ, Canada
[2] Ohio State Univ, Columbus, OH USA
[3] KEB Hana Bank, Seoul, South Korea
[4] McGill Univ, Dept Psychol, 2001 McGill Coll Ave, Montreal, PQ H3A1G1, Canada
关键词
Generalized structured component analysis structural equation modeling; GSCA pro; structural equation modeling; tutorial; MAXIMUM-LIKELIHOOD; SEM; MATRICES;
D O I
10.1080/10705511.2023.2272294
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
GSCA Pro is free, user-friendly software for generalized structured component analysis structural equation modeling (GSCA-SEM), which implements three statistical methods for estimating models with factors only, models with components only, and models with both factors and components. This tutorial aims to provide step-by-step illustrations of how to use the software to estimate such various models after briefly discussing model specification, estimation, and evaluation in GSCA-SEM.
引用
收藏
页码:696 / 711
页数:16
相关论文
共 80 条
[41]   Measurement, ontology, and epistemology: Psychology needs pragmatism-realism [J].
Guyon, Herve ;
Kop, Jean-Luc ;
Juhel, Jacques ;
Falissard, Bruno .
THEORY & PSYCHOLOGY, 2018, 28 (02) :149-171
[42]   PLS-SEM: INDEED A SILVER BULLET [J].
Hair, Joe F. ;
Ringle, Christian M. ;
Sarstedt, Marko .
JOURNAL OF MARKETING THEORY AND PRACTICE, 2011, 19 (02) :139-151
[43]   When to use and how to report the results of PLS-SEM [J].
Hair, Joseph F. ;
Risher, Jeffrey J. ;
Sarstedt, Marko ;
Ringle, Christian M. .
EUROPEAN BUSINESS REVIEW, 2019, 31 (01) :2-24
[44]   A new criterion for assessing discriminant validity in variance-based structural equation modeling [J].
Henseler, Jorg ;
Ringle, Christian M. ;
Sarstedt, Marko .
JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 2015, 43 (01) :115-135
[45]   Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives [J].
Hu, Li-tze ;
Bentler, Peter M. .
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 1999, 6 (01) :1-55
[46]  
Hwang H., 2023, GSCA Pro for Window Users Manual, DOI [https://doi.org/10.13140/RG.2.2.28162.61127/1, DOI 10.13140/RG.2.2.28162.61127/1]
[47]  
Hwang H., 2014, Generalized structured component analysis: A component-based approach to structural equation modeling
[48]   Fuzzy clusterwise generalized structured component analysis [J].
Hwang, Heungsun ;
DeSarbo, Wayne S. ;
Takane, Yoshio .
PSYCHOMETRIKA, 2007, 72 (02) :181-198
[49]   A primer on integrated generalized structured component analysis [J].
Hwang, Heungsun ;
Sarstedt, Marko ;
Cho, Gyeongcheol ;
Choo, Hosung ;
Ringle, Christian M. M. .
EUROPEAN BUSINESS REVIEW, 2023, 35 (03) :261-284
[50]   Global Least Squares Path Modeling: A Full-Information Alternative to Partial Least Squares Path Modeling [J].
Hwang, Heungsun ;
Cho, Gyeongcheol .
PSYCHOMETRIKA, 2020, 85 (04) :947-972