Structural Equation Modelling combines factor analysis and regression to test entire theoretical frameworks simultaneously. AMOS provides visual path diagrams, maximum likelihood estimation, and comprehensive model fit statistics required by leading journals.
Sample SEM Path Diagram Mediation Model
Journal reviewers require a comprehensive set of fit indices. We report all of them with achieved values, thresholds, and interpretation.
Measurement model testing with loadings, AVE, CR, and Fornell-Larcker discriminant validity assessment.
Path coefficients, R², direct and total effects with significance testing and model comparison.
Bootstrapped indirect effects (5000 iterations), specific indirect paths, and Sobel test.
Product indicator approach and latent moderated SEM for interaction effects between constructs.
Configural, metric, and scalar invariance testing across demographic groups (gender, age, culture).
Complete written Chapter 4 with measurement model, structural results, hypotheses tested, and discussion.
Our SEM specialists build correctly specified, well-fitted models and deliver complete path diagrams, fit indices, and written results chapters.