Sexual Trauma and Post-Traumatic Stress Disorder Among Warfighters in Army STARRS

Abstract

The current report presents an update of results from the previous annual report. A great deal of progress has been made over the past year. The most exciting results are those that focus on the association between self-reported risk and protective factors in the Army STARRS New Soldier Survey (NSS), which was administered during reception week, and subsequent administrative records showing that the new soldiers in the NSS either were perpetrators or victims of Military Sexual Trauma (MST) over their first two years of Army service. We used machine learning methods to develop optimal prediction equations from the NSS data. Even though final models have not yet been completed, preliminary results are very positive: showing that the 10% of new male soldiers classified as having highest risk of MST perpetration were responsible for 58.3% of all actual MST perpetration that occurred over the next two years, while the 5% of new female soldiers classified as having highest risk of MST victimization were involved in 32% of all actual MST victimization that occurred over the next two years. These percentages can only increase with model refinements that will be made over the next few months. Concentrations of risk as high as these are actionable, as they can be used to target high-risk new soldiers for enhanced preventive intervention efforts aimed at reducing incidence of MST.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2014
Accession Number
ADA600509

Entities

People

  • Ronald Kessler

Organizations

  • Harvard University

Tags

Communities of Interest

  • Biomedical
  • Engineered Resilient Systems
  • Human Systems

DTIC Thesaurus Topics

  • Anxiety Disorders
  • Army Personnel
  • Basic Training
  • Biomedical Research
  • Crime
  • Diseases And Disorders
  • Equations
  • Intervention
  • Learning
  • Machine Learning
  • Military Police
  • Sexual Assault
  • Sexual Harassment
  • Traumatic Stress Disorder
  • Violence

Fields of Study

  • Psychology

Readers

  • Psychological Intervention/Treatment for Stress, Anxiety, PTSD, and Related Emotional and Cognitive Health Symptoms.
  • Technical Research and Report Writing.

Technology Areas

  • AI & ML