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West Virginia University

Psychological Measures to Predict Serious Prison Violence

Abstract

dc:description.abstract

With 2.2 million adults incarcerated throughout the United States (Glaze & Herberman, 2013), prisons are crowded, volatile environments susceptible to violence. Prior research has identified demographic and criminal variables that consistently predict prison violence. The purpose of this study was to investigate the utility of psychological variables to predict prison violence among 180 inmates from a state prison in West Virginia. The psychological variables studied included history of mental illness and results from psychological assessments (Beta-III, MMPI-2-RF, TCU Drug Screen II). Using a logistic regression analysis, history of mental illness and the MMPI-2-RF scale of Psychoticism accurately predicted violent inmates from non-violent inmates while controlling for demographic and criminal variables. A weighted measure of violence severity was calculated and a multiple regression analysis was conducted. In the final model, mental health history significantly predicted Violence Severity Index scores. Hierarchical cluster analysis identified three meaningful groups of violent inmates based on the five MMPI-2-RF personality psychopathology scales. Eleven inmates were characterized by high scores on Psychoticism and Negative Emotionality/Neuroticism. Another cluster of 15 inmates were defined by high scores on the Aggressiveness and Disconstraint (e.g., risk-taking, impulsivity) scales. The third group had low scores on these four scales and had moderate scores on Low Positive Emotionality/Introversion. The results of this study support the conclusion that psychological variables have utility in predicting prison violence, but more research is needed to continue understanding this relationship.

Degree

thesis:*
Name thesis:degree_name
PhD
Level thesis:degree_level
Dissertation
Discipline thesis:degree_discipline
Psychology
Year dc:date.available
2014

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Schenk, Allison M.
Contributors dc:contributor
  • William Fremouw
  • Nicholas Bowman
  • Thomas Horacek
  • Kevin Larkin
  • Aaron Metzger
  • Natalie Shook

Subjects

dc:subject × 2

Identifiers

dc:identifier.*
OAI identifier oai:identifier
oai:researchrepository.wvu.edu:etd-1632

Chain of custody

source
Harvested from
West Virginia University
Base URL
researchrepository.wvu.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Schenk, Allison M.. Psychological Measures to Predict Serious Prison Violence. Dissertation thesis, 2014. https://doi.org/10.33915/etd.629