EFA Summary:
I used Principal Component Analysis (PCA) as the extraction method and Varimax rotation to achieve a clearer factor structure.
The KMO value was 0.81, ...
EFA Summary:
I used Principal Component Analysis (PCA) as the extraction method and Varimax rotation to achieve a clearer factor structure.
The KMO value was 0.81, indicating good sampling adequacy, and Bartlett’s Test of Sphericity was significant (p < .001), showing that the data were suitable for factor analysis.
A total of 9 items were analyzed, and 2 factors were retained based on eigenvalues greater than 1 and the scree plot. These factors were kept because they explained a substantial portion of the variance and aligned with the theoretical constructs of the study.
Items with low loadings or cross-loadings were considered for removal to improve the overall structure.