Krahasoni metodat

	Partial Least Squares Structural Equation Modeling	Modelimi Eksplorativ i Ekuacioneve Strukturore
Fusha	Psikometri	Psikometri
Familja	Latent structure	Latent structure
Viti i origjinës	1985	2009
Krijuesi	Herman Wold	Tihomir Asparouhov, Bengt Muthén
Lloji	Component-based structural equation model	Hybrid exploratory-confirmatory factor modeling
Burimi themelues	Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). Sage Publications. ISBN: 9781483377445	Asparouhov, T., & Muthén, B. (2009). Exploratory structural equation modeling. Structural Equation Modeling, 16(3), 397-438.
Emërtime të tjera	PLS-SEM, PLS path modeling	ESEM
Të lidhura	5	5
Përmbledhja	PLS-SEM is a variance-based approach to structural equation modeling developed by Herman Wold (1985) that estimates latent variable models by maximizing the variance explained in dependent variables. Unlike covariance-based SEM, PLS-SEM is particularly useful for exploratory research, small to medium samples, complex models with many constructs, and non-normal data.	Exploratory Structural Equation Modeling (ESEM) is a hybrid approach that combines exploratory factor analysis (EFA) with confirmatory factor analysis (CFA) and path modeling, developed by Asparouhov and Muthén (2009). ESEM relaxes restrictive zero-loading assumptions of traditional CFA, allowing all indicators to load on all factors, which can reveal cross-factor complexity and improve model fit while retaining the ability to test substantive structural theories.