Using a genetic algorithm to abbreviate the Psychopathic Personality Inventory-Revised (PPI-R)
Hedwig Eisenbarth1, Scott O Lilienfeld2, Tal Yarkoni3
1Department of Psychology and Neuroscience.
Psychological Assessment
|December 2, 2014
Summary
A new genetic algorithm (GA) method effectively shortens the Psychopathic Personality Inventory-Revised (PPI-R). This abbreviated 40-item measure (PPI-R-40) maintains validity across diverse samples and cultures.
Area of Science:
- Psychological assessment
- Personality psychology
- Psychopathology research
Background:
- Traditional personality measures like the Psychopathic Personality Inventory-Revised (PPI-R) are often lengthy.
- Developing shorter, valid personality assessments is crucial for efficient research and clinical use.
Purpose of the Study:
- To develop and validate a brief, 40-item version of the Psychopathic Personality Inventory-Revised (PPI-R-40) using a genetic algorithm (GA).
- To assess the psychometric properties of the PPI-R-40 across different samples, cultures, and data collection methods.
Main Methods:
- A genetic algorithm (GA) was employed to create a 40-item abbreviated version of the PPI-R.
- Convergent and discriminant validity were tested using correlational analyses with established personality and psychopathology measures.
- The PPI-R-40 was evaluated in multiple large-scale German student samples, a German student sample, and a North American community sample.
Main Results:
- The abbreviated PPI-R-40 demonstrated high convergent correlations with the original PPI-R.
- The PPI-R-40 showed comparable convergent and discriminant validity to the full PPI-R when assessed against sensation-seeking and reward/punishment sensitivity scales.
- The abbreviated measure's validity was consistent across German and North American samples, indicating cross-cultural and cross-method stability.
Conclusions:
- The genetic algorithm (GA) approach is a viable and effective method for abbreviating psychometric measures, specifically the PPI-R.
- The PPI-R-40 offers a time-efficient alternative to the full version while retaining essential psychometric properties.
- This GA-based abbreviation strategy may be applicable to other lengthy personality assessments.
Related Concept Videos
Self-Report Tests of Personality
1.2K
Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.
1.2K
Dark Triad and Person Perception
489
Person perception is influenced by both external behaviors and the observer’s internal characteristics, including personality traits. Individuals with dark personality traits, comprising psychopathy, Machiavellianism, and narcissism — collectively known as the dark triad – exhibit manipulative and exploitative tendencies in social contexts. These traits affect how they perceive others and how they are perceived.The Role of Dark Personality Traits in Person PerceptionBlack et...
489
Human Genetics
2.0K
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
The complex relationship between genetics and psychology is observable through common biological components such...
2.0K
Introduction to Personality Psychology
30.0K
Personality encompasses a set of enduring traits and behavioral patterns that define how individuals think, feel, and interact, ultimately shaping their unique identities. The concept of personality has deep historical roots, deriving from the Latin term "persona," which means "mask." This term initially referred to the roles played by actors in ancient theater, signifying the different facets individuals display in various contexts.
Early Theories of Personality
The study of...
Early Theories of Personality
The study of...
30.0K
Antisocial Personality Disorder
1.4K
Antisocial personality disorder is a chronic mental health condition characterized by persistent patterns of disregard for the rights and well-being of others. Individuals with antisocial personality disorder exhibit behaviors that include deceitfulness, impulsivity, irresponsibility, aggression, and a profound lack of empathy. These traits often manifest early in life and persist into adulthood, leading to significant personal, social, and legal consequences.
Behavioral Characteristics and...
Behavioral Characteristics and...
1.4K
Implicit Personality Theories
704
Implicit personality theory explains how individuals make assumptions about the relationships between personality traits, behaviors, and character types. When people learn that someone possesses a particular trait, they tend to infer the presence of other related characteristics, forming a cohesive impression. This cognitive shortcut plays a crucial role in social interactions and interpersonal judgments.Central Traits and Their InfluenceSolomon Asch's seminal 1946 study highlighted the power...
704


