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Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment
Identifying early predictors for psychiatric disorders, such as post-traumatic stress disorder (PTSD), is crucial for effective treatment and prevention efforts. Obtaining such predictors is challenging and methodologically limited, for example by individuals' distress, arousal, and reduced int...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6290715/ https://www.ncbi.nlm.nih.gov/pubmed/30568607 http://dx.doi.org/10.3389/fpsyt.2018.00645 |
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author | Kleim, Birgit Horn, Andrea B. Kraehenmann, Rainer Mehl, Matthias R. Ehlers, Anke |
author_facet | Kleim, Birgit Horn, Andrea B. Kraehenmann, Rainer Mehl, Matthias R. Ehlers, Anke |
author_sort | Kleim, Birgit |
collection | PubMed |
description | Identifying early predictors for psychiatric disorders, such as post-traumatic stress disorder (PTSD), is crucial for effective treatment and prevention efforts. Obtaining such predictors is challenging and methodologically limited, for example by individuals' distress, arousal, and reduced introspective ability. We investigated the predictive power of language-based, implicit markers of psychological processes (N = 163) derived from computerized text-analysis of trauma and control narratives provided within 18 days post-trauma. Trauma narratives with fewer cognitive processing words (indicating less cognitive elaboration), more death-related words (indicating perceived threat to life), and more first-person singular pronouns (indicating self-immersed processing) predicted greater PTSD symptoms at 6 months. These effects were specific to trauma narratives and held after controlling for early PTSD symptom severity and verbal intelligence. When self-report questionnaires of related processes were considered together with the trauma narrative linguistic predictors, use of more first-person singular pronouns remained a significant predictor alongside self-reported mental defeat. Language-based processing markers may complement questionnaire measures in early forecasting of post-trauma adjustment. |
format | Online Article Text |
id | pubmed-6290715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62907152018-12-19 Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment Kleim, Birgit Horn, Andrea B. Kraehenmann, Rainer Mehl, Matthias R. Ehlers, Anke Front Psychiatry Psychiatry Identifying early predictors for psychiatric disorders, such as post-traumatic stress disorder (PTSD), is crucial for effective treatment and prevention efforts. Obtaining such predictors is challenging and methodologically limited, for example by individuals' distress, arousal, and reduced introspective ability. We investigated the predictive power of language-based, implicit markers of psychological processes (N = 163) derived from computerized text-analysis of trauma and control narratives provided within 18 days post-trauma. Trauma narratives with fewer cognitive processing words (indicating less cognitive elaboration), more death-related words (indicating perceived threat to life), and more first-person singular pronouns (indicating self-immersed processing) predicted greater PTSD symptoms at 6 months. These effects were specific to trauma narratives and held after controlling for early PTSD symptom severity and verbal intelligence. When self-report questionnaires of related processes were considered together with the trauma narrative linguistic predictors, use of more first-person singular pronouns remained a significant predictor alongside self-reported mental defeat. Language-based processing markers may complement questionnaire measures in early forecasting of post-trauma adjustment. Frontiers Media S.A. 2018-12-05 /pmc/articles/PMC6290715/ /pubmed/30568607 http://dx.doi.org/10.3389/fpsyt.2018.00645 Text en Copyright © 2018 Kleim, Horn, Kraehenmann, Mehl and Ehlers. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Kleim, Birgit Horn, Andrea B. Kraehenmann, Rainer Mehl, Matthias R. Ehlers, Anke Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment |
title | Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment |
title_full | Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment |
title_fullStr | Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment |
title_full_unstemmed | Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment |
title_short | Early Linguistic Markers of Trauma-Specific Processing Predict Post-trauma Adjustment |
title_sort | early linguistic markers of trauma-specific processing predict post-trauma adjustment |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6290715/ https://www.ncbi.nlm.nih.gov/pubmed/30568607 http://dx.doi.org/10.3389/fpsyt.2018.00645 |
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