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Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples

  • Eiko I Fried
  • , Marloes B Eidhof
  • , Sabina Palic
  • , Giulio Costantini
  • , Hilde M. Huisman-van Dijk
  • , Claudi L H Bockting
  • , Iris Engelhard
  • , Cherie Armour
  • , Anni B S Nielsen
  • , Karen-Inge Karstoft
  • Vrije Universiteit Amsterdam
  • Arq Psychotrauma Expert Group Diemen/Oegstgeest, The Netherlands.
  • Competence Center for Transcultural Psychiatry, Mental Health Center Ballerup, Copenhagen, Denmark.
  • University of Milan - Bicocca
  • Altrecht Academic Anxiety Centre, Utrecht, The Netherlands.
  • Psychology Research Institute, Ulster University, Coleraine Campus, Northern Ireland.
  • The Research Unit and Section of General Practice, Institute of Public Health, University of Copenhagen, Denmark.
  • Research and Knowledge Center, The Danish Veteran Center, Ringsted, Denmark.
  • Altrecht Institute for Mental Health Care

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

The growing literature conceptualizing mental disorders like posttraumatic stress disorder (PTSD) as networks of interacting symptoms faces three key challenges. Prior studies predominantly used (a) small samples with low power for precise estimation, (b) nonclinical samples, and (c) single samples. This renders network structures in clinical data, and the extent to which networks replicate across data sets, unknown. To overcome these limitations, the present cross-cultural multisite study estimated regularized partial correlation networks of 16 PTSD symptoms across four data sets of traumatized patients receiving treatment for PTSD (total N = 2,782). Despite differences in culture, trauma type, and severity of the samples, considerable similarities emerged, with moderate to high correlations between symptom profiles (0.43-0.82), network structures (0.62-0.74), and centrality estimates (0.63-0.75). We discuss the importance of future replicability efforts to improve clinical psychological science and provide code, model output, and correlation matrices to make the results of this article fully reproducible.

Original languageEnglish
Pages (from-to)335-351
JournalClinical Psychological Science
Volume6
Issue number3
DOIs
Publication statusPublished - 2018

Keywords

  • posttraumatic stress disorder
  • replicability
  • network modeling
  • generalizability
  • open materials

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