Optimizing the Short Dark Triad Scale Using an Ant Colony Optimization Algorithm

The Dark Triad of personality are often assessed using two short instruments, which have been criticized several times in the past. This study aims to optimize one of the most popular short instruments (Short Dark Triad) using a modern selection algorithm. Existing items were revised, new items were added, and items were selected using an ant colony optimization algorithm based on defined psychometric criteria. The final questionnaire was validated against the traits of the Five Factor Model of Personality. The revised questionnaire, the Dark Triad Snapshot, offers a better differentiation of the Dark Triad facets, higher reliability and partial scalar measurement invariance between male and female participants as the Short Dark Triad. Expert judgment and the inclusion of low agreeableness also ensure content validity.

Publication Details

Journal
Assessment
Published
2026-03-26
DOI
https://doi.org/10.1177/10731911261423632
Primary Topic
Personality Traits and Psychology
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimizing the Short Dark Triad Scale Using an Ant Colony Optimization Algorithm

Assessment
Personality Traits and Psychology
article

Optimizing the Short Dark Triad Scale Using an Ant Colony Optimization Algorithm

article en

Abstract

The Dark Triad of personality are often assessed using two short instruments, which have been criticized several times in the past. This study aims to optimize one of the most popular short instruments (Short Dark Triad) using a modern selection algorithm. Existing items were revised, new items were added, and items were selected using an ant colony optimization algorithm based on defined psychometric criteria. The final questionnaire was validated against the traits of the Five Factor Model of Personality. The revised questionnaire, the Dark Triad Snapshot, offers a better differentiation of the Dark Triad facets, higher reliability and partial scalar measurement invariance between male and female participants as the Short Dark Triad. Expert judgment and the inclusion of low agreeableness also ensure content validity.

Assessment
Reduced inequalities
Openalex Percentile: Top 11%
Personality Traits and Psychology
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