Confirmatory Factor Analysis and Analyze SPSS AMOS Output
IBM SPSS AMOS Series - 8
This tutorial will guide the research scholars on how to perform Confirmatory Factor Analysis (CFA) using SPSS AMOS and how to analyze the Output
CFA with AMOS
- Let’s say I want to test a simple model that has two unobserved variables. The first variable is a concept called “Servant Leadership”, a modern style of leadership that primarily explores the servant orientation of leaders with specific focus on followers’ growth and development. The Servant Leadership construct is hypothesized to positively influence “Financial Performance” of the business.
- The construct of Servant Leadership has 7 indicators, and the Financial Performance has 5 indicators.
- Just as shown in the previous tutorial, I developed the following model
CFA with AMOS
- Once the model is designed, the next step is to Calculate the estimates as shown in the following image. Click Calculate Estimates from the Toolbar.
Next,you will see the estimates (unstandardized) in the model
To show Standardized estimates in the model,Click Standardized Estimates from the Estimates window
Click View Text to see the AMOS Output.
Analyze the Output
To learn in more detail how to analyze each window of SPSS AMOS Output, Kindly watch the Video Tutorial.
Video Tutorial
Additional AMOS Resources
- Assessing Construct Reliability and Convergent Validity in SPSS AMOS
- Basic/First Structural Model in SPSS AMOS
- Building a Basic Model in SPSS AMOS
- Common Method Bias in SPSS AMOS
- Common Method Bias using Latent Common Method Factor
- First Measurement Model in AMOS
- Full Structural Model Analysis
- How to Assess Discriminant Validity in SPSS AMOS
- IBM SPSS AMOS Lecture Series – Basics
- IBM SPSS AMOS Series – 2 – What is Structural Equation Modelling
- IBM SPSS AMOS Series – 4 – Introduction to AMOS
- IBM SPSS AMOS Series – Factor Loadings and Fit Statistics
- Introduction to Confirmatory Factor Analysis (CFA)
- Mediation Analysis with Multiple Mediators
- Moderation Analysis with Categorical Moderator in SPSS AMOS
- Moderation Anlaysis in SPSS AMOS
- Reporting Measurement Model – Fit Indices, Reliability and Validity
- Serial Mediation Analysis in SPSS AMOS
- SPSS AMOS Assessing Normality of Data
- SPSS AMOS Mediation Analysis
- Understanding, Assessing, and Improving Model fit in SPSS AMOS