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A COMPREHENSIVE FACTOR ANALYSIS OF PERSONALITY QUESTIONNAIRE ITEMS: A TEST OF TWENTY PUTATIVE FACTOR HYPOTHESES
Multivariate Behavioral Research
|January 23, 2016
Summary
This study evaluated twenty personality factor hypotheses using factor analysis and rotation methods. Key personality factors like Sociability and Adjustment-Emotionality were identified, confirming previous research findings.
Area of Science:
- Psychology
- Personality Psychology
- Psychometrics
Background:
- Personality research often relies on factor analysis to identify underlying trait structures.
- Previous studies have proposed various personality factor hypotheses, requiring empirical validation.
- A comprehensive item pool is crucial for robust factor analytic investigations.
Purpose of the Study:
- To empirically evaluate twenty putative factor hypotheses (PFH's) of personality.
- To assess the stability of personality factors across different rotation methods (orthogonal and oblique).
- To identify and confirm key personality dimensions within a large, cross-continental sample.
Main Methods:
- Literature survey to compile a representative item pool of 1726 items.
- Selection of 400 items representing 20 PFH's for questionnaire development.
- Administration of a balanced questionnaire to 1003 participants across continents.
- Principal axis factoring followed by four rotation methods (two orthogonal, two oblique) on 401 variables.
Main Results:
- Identified significant personality factors including Sociability (SY), Adjustment-Emotionality (AE), Dominance (AD), and Superego (SG).
- Other factors such as Hypochondriac-Medical (HM), Impulsiveness (IP), Cooperativeness-Considerateness (CC), Inferiority (IF), Persistence (PS), Trust vs. Suspicion (TS), and General Activity (GA) were also found.
- Results across rotation methods indicated consistent identification of major personality dimensions, supporting their validity.
Conclusions:
- The study successfully validated several key personality factors through rigorous factor analytic procedures.
- The findings support the existence of distinct, measurable personality dimensions that are relatively stable across different analytical rotations.
- The identified factors provide a robust framework for understanding personality structure and can inform future psychological research.
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