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Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis
Background: Network analysis is an emerging methodology for investigating psychopathological symptoms. Given the unprecedented number of refugees and the increased prevalence of mental disorders such as posttraumatic stress disorder (PTSD) in this population, new methodologies that help us better to...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5639426/ https://www.ncbi.nlm.nih.gov/pubmed/29038688 http://dx.doi.org/10.1080/20008198.2017.1318032 |
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author | Spiller, Tobias R. Schick, Matthis Schnyder, Ulrich Bryant, Richard A. Nickerson, Angela Morina, Naser |
author_facet | Spiller, Tobias R. Schick, Matthis Schnyder, Ulrich Bryant, Richard A. Nickerson, Angela Morina, Naser |
author_sort | Spiller, Tobias R. |
collection | PubMed |
description | Background: Network analysis is an emerging methodology for investigating psychopathological symptoms. Given the unprecedented number of refugees and the increased prevalence of mental disorders such as posttraumatic stress disorder (PTSD) in this population, new methodologies that help us better to understand psychopathology in refugees are crucial. Objective: The objective of this study was to explore the network structure and centrality indices of DSM-5 PTSD symptoms in a cross-sectional clinical sample of 151 severely traumatized refugees with and without a formal PTSD diagnosis. Method: The R-packages qgraph and bootnet were used to estimate the structure of a PTSD symptom network and its centrality indices. In addition, robustness and significance analyses for the edges weights and the order of centrality were performed. Results: Three pairs of symptoms showed significantly stronger connections than at least half of the other connections: hypervigilance and exaggerated startle response, intrusion and difficulties falling asleep, and irritability or outbursts of anger and self-destructive or reckless behaviour. Emotional cue reactivity had the highest centrality and trauma-related amnesia the lowest. Conclusion: Although only 51.0% of participants fulfilled criteria for a probable PTSD diagnosis, emotional cue reactivity showed the highest centrality, emphasizing the importance of emotional trauma reminders in severely traumatized refugees attending an outpatient clinic. However, due to the small sample size, the results should be interpreted with care. |
format | Online Article Text |
id | pubmed-5639426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-56394262017-10-16 Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis Spiller, Tobias R. Schick, Matthis Schnyder, Ulrich Bryant, Richard A. Nickerson, Angela Morina, Naser Eur J Psychotraumatol Clinical Research Article Background: Network analysis is an emerging methodology for investigating psychopathological symptoms. Given the unprecedented number of refugees and the increased prevalence of mental disorders such as posttraumatic stress disorder (PTSD) in this population, new methodologies that help us better to understand psychopathology in refugees are crucial. Objective: The objective of this study was to explore the network structure and centrality indices of DSM-5 PTSD symptoms in a cross-sectional clinical sample of 151 severely traumatized refugees with and without a formal PTSD diagnosis. Method: The R-packages qgraph and bootnet were used to estimate the structure of a PTSD symptom network and its centrality indices. In addition, robustness and significance analyses for the edges weights and the order of centrality were performed. Results: Three pairs of symptoms showed significantly stronger connections than at least half of the other connections: hypervigilance and exaggerated startle response, intrusion and difficulties falling asleep, and irritability or outbursts of anger and self-destructive or reckless behaviour. Emotional cue reactivity had the highest centrality and trauma-related amnesia the lowest. Conclusion: Although only 51.0% of participants fulfilled criteria for a probable PTSD diagnosis, emotional cue reactivity showed the highest centrality, emphasizing the importance of emotional trauma reminders in severely traumatized refugees attending an outpatient clinic. However, due to the small sample size, the results should be interpreted with care. Taylor & Francis 2017-05-16 /pmc/articles/PMC5639426/ /pubmed/29038688 http://dx.doi.org/10.1080/20008198.2017.1318032 Text en © 2017 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Research Article Spiller, Tobias R. Schick, Matthis Schnyder, Ulrich Bryant, Richard A. Nickerson, Angela Morina, Naser Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
title | Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
title_full | Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
title_fullStr | Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
title_full_unstemmed | Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
title_short | Symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
title_sort | symptoms of posttraumatic stress disorder in a clinical sample of refugees: a network analysis |
topic | Clinical Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5639426/ https://www.ncbi.nlm.nih.gov/pubmed/29038688 http://dx.doi.org/10.1080/20008198.2017.1318032 |
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