Evidence map›Paper›PMID 37499484›Full record

ArticleJournal of psychiatric research2023

Stress response and experiential avoidance among firefighters: Preliminary insights from network analyses.

Wivine Blekić, Souhaib Ben Taieb, Kendra G Kandana Arachchige, Mandy Rossignol, Katharina Schultebraucks

Abstract read
In one paragraph

Article in Journal of psychiatric research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. [Bayesian network analysis of harsh parenting, experiential avoidance, and adolescent short video addiction risk].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2026
    Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Wivine BlekićDepartment of Psychiatry, NYU Grossman School of Medicine, New York, NY, USA. Electronic address: Wivine.blekic@nyulangone.org.
Souhaib Ben TaiebDepartment of Computer Science, University of Mons, Mons, Belgium; Big Data and Machine Learning Lab, University of Mons, Mons, Belgium.
Kendra G Kandana ArachchigeDepartment of Cognitive Psychology and Neuropsychology, University of Mons, Belgium.
Mandy RossignolDepartment of Cognitive Psychology and Neuropsychology, University of Mons, Belgium.
Katharina SchultebraucksDepartment of Psychiatry, NYU Grossman School of Medicine, New York, NY, USA; Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA.

Funding

Point-of-care prognostic modeling of PTSD risk after traumatic event exposure using digital biomarkers and clinical data from electronic health records in the emergency department setting (PREDICT)R01MH129856 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Katharina Schultebraucks · 2022 to 2026
$4.1M
Early Signs:digital phenotyping to identify digital biomarkers for predicting burnout and cognitive functioning in ED clinicians (Early Signs)R01HL156134 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI SCHULTEBRAUCKS, KATHARINA · 2021 to 2025
$3.6M
NHLBI NIH HHS R01 HL156134NIMH NIH HHS R01 MH129856
6 · The paper itself

Abstract

Firefighters are at increased risk of developing posttraumatic stress disorder (PTSD) due to exposure to potentially traumatic events during their careers. However, little is known about the prevalence of PTSD among this population, particularly when taking moderating variables into account. Using Gaussian Graphical Models and Directed Acyclic Graphs, we conducted network analyses to examine the interactions between clusters of PTSD symptoms, perceived stress, hardiness, and experiential avoidance among 187 firefighters. The data and code are published with the paper. Experiential avoidance, as part of psychological inflexibility, was found to be the only variable that interacted with PTSD symptomatology. Strong positive associations were observed between experiential avoidance and the "negative mood and cognitions" subscale of the PTSD Checklist for DSM-5 (PCL-5). Through this association, other PTSD symptoms were activated, particularly avoidance and arousal. Our findings suggest that experiential avoidance and negative mood and cognition symptoms are particularly important in the expression of PTSD symptomatology in firefighters. In addition, experiential avoidance may be used as a coping strategy to reduce perceived stress during potentially traumatic events. Therefore, experiential avoidance may be a prime target for future interventions and training focused on flexible self-regulation strategies in this population.

Indexed as

FirefightersResilience, PsychologicalStress Disorders, Post-TraumaticAdaptation, PsychologicalHumansExperiential avoidanceFirefightersNetworkPsychological inflexibilityResilienceStress

Identifiers

PMID37499484
PMCPMC10546386

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.