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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....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2018
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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. |
format | Online Article Text |
id | pubmed-5974702 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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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