Structural Equation Modeling Techniques

This cluster emphasizes the methodologies associated with Partial Least Squares Structural Equation Modeling (PLS-SEM). It includes discussions on model fit, evaluation, and modifications in applied research.

structural equation modeling
PLS-SEM
model evaluation
fit assessment
research methodologies

17,707 papers

Parent topic: Consumer Behavior and Statistical Analysis

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Papers Over Time

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Top Papers

When To Use And How To Report The Results Of PLS-SEM

2019 · 11,566 citations

Alternative Ways Of Assessing Model Fit

1992 · 5,837 citations

Structural Model Evaluation And Modification: An Interval Estimation Approach

1990 · 5,443 citations

PLS Path Modeling

2005 · 4,174 citations

Measurement Invariance, Factor Analysis And Factorial Invariance

1993 · 3,027 citations

How To Write Up And Report PLS Analyses

2009 · 2,674 citations

Assessing Measurement Model Quality In PLS-SEM Using Confirmatory Composite Analysis

2020 · 2,515 citations

Scale Development Research

2006 · 2,298 citations

Factor Retention Decisions In Exploratory Factor Analysis: A Tutorial On Parallel Analysis

2004 · 1,896 citations

Predictive Model Assessment In PLS-SEM: Guidelines For Using PLSpredict

2019 · 1,870 citations

Introducing Multilevel Modeling

1998 · 1,752 citations

Cross-Validatory Estimation Of The Number Of Components In Factor And Principal Components Models

1978 · 1,630 citations

Analyzing And Interpreting Data From Likert-Type Scales

2013 · 1,621 citations

Likert Scale: Explored And Explained

2015 · 1,584 citations

How To Specify, Estimate, And Validate Higher-Order Constructs In PLS-SEM

2019 · 1,575 citations

Likert Scales: How To (Ab)Use Them

2004 · 1,392 citations

Factor Analysis

1978 · 1,371 citations

Simultaneous Conjoint Measurement: A New Type Of Fundamental Measurement

1964 · 1,327 citations

A Comparison Of The Theory Of Planned Behavior And The Theory Of Reasoned Action

1992 · 1,303 citations

Partial Least Squares (PLS) Structural Equation Modeling (SEM) For Building And Testing Behavioral Causal Theory: When To Choose It And How To Use It

2014 · 1,225 citations