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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

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....

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Autores principales: Fried, Eiko I., Eidhof, Marloes B., Palic, Sabina, Costantini, Giulio, Huisman-van Dijk, Hilde M., Bockting, Claudi L. H., Engelhard, Iris, Armour, Cherie, Nielsen, Anni B. S., Karstoft, Karen-Inge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974702/
https://www.ncbi.nlm.nih.gov/pubmed/29881651
http://dx.doi.org/10.1177/2167702617745092
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author Fried, Eiko I.
Eidhof, Marloes B.
Palic, Sabina
Costantini, Giulio
Huisman-van Dijk, Hilde M.
Bockting, Claudi L. H.
Engelhard, Iris
Armour, Cherie
Nielsen, Anni B. S.
Karstoft, Karen-Inge
author_facet Fried, Eiko I.
Eidhof, Marloes B.
Palic, Sabina
Costantini, Giulio
Huisman-van Dijk, Hilde M.
Bockting, Claudi L. H.
Engelhard, Iris
Armour, Cherie
Nielsen, Anni B. S.
Karstoft, Karen-Inge
author_sort Fried, Eiko I.
collection PubMed
description 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.
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spelling pubmed-59747022018-06-05 Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples Fried, Eiko I. Eidhof, Marloes B. Palic, Sabina Costantini, Giulio Huisman-van Dijk, Hilde M. Bockting, Claudi L. H. Engelhard, Iris Armour, Cherie Nielsen, Anni B. S. Karstoft, Karen-Inge Clin Psychol Sci Empirical Articles 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. SAGE Publications 2018-01-05 2018-05 /pmc/articles/PMC5974702/ /pubmed/29881651 http://dx.doi.org/10.1177/2167702617745092 Text en © The Author(s) 2018 http://www.creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Empirical Articles
Fried, Eiko I.
Eidhof, Marloes B.
Palic, Sabina
Costantini, Giulio
Huisman-van Dijk, Hilde M.
Bockting, Claudi L. H.
Engelhard, Iris
Armour, Cherie
Nielsen, Anni B. S.
Karstoft, Karen-Inge
Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
title Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
title_full Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
title_fullStr Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
title_full_unstemmed Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
title_short Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
title_sort replicability and generalizability of posttraumatic stress disorder (ptsd) networks: a cross-cultural multisite study of ptsd symptoms in four trauma patient samples
topic Empirical Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974702/
https://www.ncbi.nlm.nih.gov/pubmed/29881651
http://dx.doi.org/10.1177/2167702617745092
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