Interpreting Factor Structures

Interpreting Factor Structures

Nguyễn Đoan TríHUF04 -

1/ How many factors emerged?
A total of two factors emerged from the analysis. These factors were determined based on eigenvalues greater than 1 and the interpretability of ...

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1/ How many factors emerged?
A total of two factors emerged from the analysis. These factors were determined based on eigenvalues greater than 1 and the interpretability of the rotated solution.
2/ Do the item groupings make theoretical sense?
Yes, the item groupings are consistent with theoretical expectations.  
This division aligns well with common health behavior theories that distinguish between risk behaviors and protective behaviors.
3/ Were there any unexpected loadings or cross-loadings?
There were no major cross-loadings, as most items loaded clearly onto a single factor. However, there may be minor cross-loadings where an item shows small loadings on more than one factor, which is common in real-world data. These were not substantial enough to affect the overall interpretation.