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Exploring Gender Differences in Machiavellianism Using a Measurement Invariance Approach
Katherine L Collison1, Susan South1, Colin E Vize1
1Department of Psychological Sciences, Purdue University.
Journal of Personality Assessment
|March 5, 2020
Summary
Men exhibit higher Machiavellianism levels than women, with research confirming these gender differences are not due to measurement bias. This study validates the Five Factor Machiavellianism Inventory (FFMI) for gender comparisons.
Area of Science:
- Psychology
- Personality Science
- Social Psychology
Background:
- Research indicates gender differences in Dark Triad personality traits, including Machiavellianism.
- Existing Machiavellianism measures face challenges like construct overlap and expert description mismatches.
- Investigating measurement bias is crucial for understanding true latent trait differences.
Purpose of the Study:
- To examine the gender invariance of the Five Factor Machiavellianism Inventory (FFMI).
- To determine if observed gender differences in Machiavellianism are attributable to measurement bias.
- To provide a reliable measure for comparing Machiavellianism levels between genders.
Main Methods:
- Utilized the Five Factor Machiavellianism Inventory (FFMI), grounded in the five-factor model.
- Conducted factorial invariance testing across gender groups.
- Analyzed mean-level differences in Machiavellianism facets and total scores.
Main Results:
- Established strong (scalar) factorial invariance for the FFMI across genders.
- Found men reported higher levels on latent factors associated with antagonism and social dominance.
- Confirmed men reported significantly higher overall Machiavellianism scores compared to women.
Conclusions:
- The FFMI is a valid instrument for comparing Machiavellianism between men and women.
- Gender differences in Machiavellianism are likely reflective of actual trait variations, not measurement artifacts.
- Findings support the use of the FFMI in future research on personality and gender.