The process of examining factor analysis results to determine the psychological meaning and theoretical significance of identified factors based on variable loadings and patterns.
Example: Analyzing which personality questionnaire items load on specific factors to determine whether they represent extraversion, neuroticism, or other meaningful psychological dimensions.
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