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  1. Home
  2. Heterogeneity Across Idiographic Network Associations Among Emotion Dysregulation, Alcohol Use, Posttraumatic Stress Symptoms, And Intimate Partner Violence.
  1. Home
  2. Heterogeneity Across Idiographic Network Associations Among Emotion Dysregulation, Alcohol Use, Posttraumatic Stress Symptoms, And Intimate Partner Violence.

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Heterogeneity across idiographic network associations among emotion dysregulation, alcohol use, posttraumatic stress

Leslie A Brick1, Gemma T Wallace1, Alexa M Raudales1,2

  • 1Department of Psychiatry and Behavior, Brown University Warren Alpert Medical School, Providence, Rhode Island, USA.

Journal of Traumatic Stress
|April 14, 2025

View abstract on PubMed

Summary
This summary is machine-generated.

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Intimate partner violence (IPV) and its links to mental health are highly individual. Personalized interventions are more effective than one-size-fits-all approaches for women experiencing IPV.

Area of Science:

  • Psychology
  • Public Health
  • Sociology

Background:

  • Intimate partner violence (IPV) affects nearly half of US women, leading to adverse health outcomes.
  • Understanding the complex interplay between IPV, mental health, and substance use is crucial for effective intervention.

Purpose of the Study:

  • To examine the dynamic associations among intimate partner violence (IPV) experiences, posttraumatic stress symptoms (PTSS), alcohol use, and emotion dysregulation.
  • To investigate individual-level patterns and subgroup differences in these associations using network analysis.

Main Methods:

  • Secondary analysis of a 30-day experience sampling methods (ESM) study.
  • Idiographic network generation using Group iterative multiple model estimation (GIMME).
  • Unsupervised subgroup classification to identify distinct patterns across individuals.

Main Results:

  • Significant heterogeneity was observed in individual networks; no overall group-level paths emerged.
  • Seven distinct subgroups were identified, with over 30% of the sample not fitting into any subgroup.
  • Associations between IPV, PTSS, emotion dysregulation, and alcohol use were highly variable and individual-specific, primarily contemporaneous.

Conclusions:

  • Dynamic associations between IPV and related mental health and substance use concerns are complex and heterogeneous.
  • Individualized, tailored approaches are likely more effective for assessment and intervention than generalized strategies.
  • Further research is needed to understand the nuances of these individual-specific pathways.