Slide
Centre Interdisciplinaire
de Recherche et d’Innovation
en Cybersécurité et Société
de Recherche et d’Innovation
en Cybersécurité et Société
1.
António, H.; Albuquerque, S.; de Castro, M. Vieira; Bouchard, S.; Gamito, P.; Pinto, R. J.
In: Psychiatry International, vol. 7, no. 4, 2026, ISSN: 26735318 (ISSN).
Abstract | Links | BibTeX | Tags: adult, Anxiety, article, cross-sectional study, decision making, Depression, DSM-5, female, Global Severity Index, hostility, human, human experiment, Latent Class Analysis, LEC-5, major clinical study, male, paranoia, phobia, police, Positive symptom distress index, Positive symptom total, posttraumatic stress disorder, posttraumatic stress disorder checklist, Proximal Traumatic Exposure, psychological distress, psychosis, PTSD, questionnaire, receiver operating characteristic, Security, security professionals, self report, sociodemographics, trauma exposure
@article{antonioLatentClassesProximal2026,
title = {Latent Classes of Proximal Traumatic Exposure Among Portuguese Police and Security Professionals: Associations with PTSD Symptoms and Psychological Distress},
author = {H. António and S. Albuquerque and M. Vieira de Castro and S. Bouchard and P. Gamito and R. J. Pinto},
url = {https://www.scopus.com/pages/publications/105048524559?origin=resultslist},
doi = {10.3390/psychiatryint7040173},
issn = {26735318 (ISSN)},
year = {2026},
date = {2026-01-01},
journal = {Psychiatry International},
volume = {7},
number = {4},
publisher = {Multidisciplinary Digital Publishing Institute (MDPI)},
abstract = {Background: Police and security professionals are routinely exposed to potentially traumatic events as part of occupational duties, placing them at increased risk for post-traumatic stress and broader psychological difficulties. This study aimed to identify latent classes of proximal traumatic exposure among Portuguese police/security professionals and examine their associations with PTSD symptoms and general psychological distress. Methods: A cross-sectional online survey was conducted with Portuguese police/security professionals (N = 644). Latent class analysis (LCA) was applied to 17 indicators of potentially traumatic events coded as directly experienced or witnessed, derived from the Life Events Checklist for DSM-5. PTSD symptoms were assessed using the PTSD Checklist for DSM-5, and general psychological distress was assessed using the Brief Symptom Inventory. Exploratory receiver operating characteristic (ROC) analyses examined whether counts of proximal traumatic events could approximate the LCA-derived classes. Results: A three-class solution was identified, comprising low proximal exposure (37.3%), moderate proximal exposure (40.7%), and high proximal/cumulative exposure (22.0%) classes. The classes reflected a graded cumulative pattern of exposure across traumatic event categories, rather than clearly distinct qualitative configurations defined by specific event types. Higher exposure classes were associated with progressively higher PTSD symptoms and psychological distress, and these associations remained significant after adjustment for sociodemographic and occupational variables. Exploratory receiver operating characteristic (ROC) analyses showed that a simple count of proximal traumatic event categories closely approximated the empirically derived class structure within the present sample. However, the resulting thresholds are sample-specific, exploratory, and should not be interpreted as validated screening cutoffs. Conclusions: Proximal traumatic exposure among police/security professionals appears to follow a graded cumulative structure associated with increased PTSD symptoms and psychological distress. The person-centered analysis provided an empirical test of whether exposure was organized according to qualitatively distinct event configurations or primarily along a cumulative gradient. In this sample, cumulative exposure burden emerged as the dominant organizing dimension. The count-based approximation requires external validation before any screening or decision-making application can be considered. © 2026 by the authors.},
keywords = {adult, Anxiety, article, cross-sectional study, decision making, Depression, DSM-5, female, Global Severity Index, hostility, human, human experiment, Latent Class Analysis, LEC-5, major clinical study, male, paranoia, phobia, police, Positive symptom distress index, Positive symptom total, posttraumatic stress disorder, posttraumatic stress disorder checklist, Proximal Traumatic Exposure, psychological distress, psychosis, PTSD, questionnaire, receiver operating characteristic, Security, security professionals, self report, sociodemographics, trauma exposure},
pubstate = {published},
tppubtype = {article}
}
Background: Police and security professionals are routinely exposed to potentially traumatic events as part of occupational duties, placing them at increased risk for post-traumatic stress and broader psychological difficulties. This study aimed to identify latent classes of proximal traumatic exposure among Portuguese police/security professionals and examine their associations with PTSD symptoms and general psychological distress. Methods: A cross-sectional online survey was conducted with Portuguese police/security professionals (N = 644). Latent class analysis (LCA) was applied to 17 indicators of potentially traumatic events coded as directly experienced or witnessed, derived from the Life Events Checklist for DSM-5. PTSD symptoms were assessed using the PTSD Checklist for DSM-5, and general psychological distress was assessed using the Brief Symptom Inventory. Exploratory receiver operating characteristic (ROC) analyses examined whether counts of proximal traumatic events could approximate the LCA-derived classes. Results: A three-class solution was identified, comprising low proximal exposure (37.3%), moderate proximal exposure (40.7%), and high proximal/cumulative exposure (22.0%) classes. The classes reflected a graded cumulative pattern of exposure across traumatic event categories, rather than clearly distinct qualitative configurations defined by specific event types. Higher exposure classes were associated with progressively higher PTSD symptoms and psychological distress, and these associations remained significant after adjustment for sociodemographic and occupational variables. Exploratory receiver operating characteristic (ROC) analyses showed that a simple count of proximal traumatic event categories closely approximated the empirically derived class structure within the present sample. However, the resulting thresholds are sample-specific, exploratory, and should not be interpreted as validated screening cutoffs. Conclusions: Proximal traumatic exposure among police/security professionals appears to follow a graded cumulative structure associated with increased PTSD symptoms and psychological distress. The person-centered analysis provided an empirical test of whether exposure was organized according to qualitatively distinct event configurations or primarily along a cumulative gradient. In this sample, cumulative exposure burden emerged as the dominant organizing dimension. The count-based approximation requires external validation before any screening or decision-making application can be considered. © 2026 by the authors.
2.
Slater, M.; Bouchard, S.
Presence and Emotions (multiple letters) Journal Article
In: Cyberpsychology and Behavior, vol. 7, no. 1, pp. 121–123, 2004, ISSN: 10949313.
Links | BibTeX | Tags: Affect, Anxiety, behavior, computer interface, emotion, human, Humans, Internet, letter, note, paranoia, psychology, social phobia, User-Computer Interface
@article{slater_presence_2004,
title = {Presence and Emotions (multiple letters)},
author = {M. Slater and S. Bouchard},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-1442304554&doi=10.1089%2f109493104322820200&partnerID=40&md5=a78d5959b03d8fed5d67968356e36ec3},
doi = {10.1089/109493104322820200},
issn = {10949313},
year = {2004},
date = {2004-01-01},
journal = {Cyberpsychology and Behavior},
volume = {7},
number = {1},
pages = {121–123},
keywords = {Affect, Anxiety, behavior, computer interface, emotion, human, Humans, Internet, letter, note, paranoia, psychology, social phobia, User-Computer Interface},
pubstate = {published},
tppubtype = {article}
}
3.
Slater, M.; Bouchard, S.
Presence and Emotions (multiple letters) Journal Article
In: Cyberpsychology and Behavior, vol. 7, no. 1, pp. 121–123, 2004, ISSN: 10949313.
Links | BibTeX | Tags: Affect, Anxiety, behavior, computer interface, emotion, human, Humans, Internet, letter, note, paranoia, psychology, social phobia, User-Computer Interface
@article{slaterPresenceEmotionsMultiple2004,
title = {Presence and Emotions (multiple letters)},
author = {M. Slater and S. Bouchard},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-1442304554&doi=10.1089%2f109493104322820200&partnerID=40&md5=a78d5959b03d8fed5d67968356e36ec3},
doi = {10.1089/109493104322820200},
issn = {10949313},
year = {2004},
date = {2004-01-01},
journal = {Cyberpsychology and Behavior},
volume = {7},
number = {1},
pages = {121–123},
keywords = {Affect, Anxiety, behavior, computer interface, emotion, human, Humans, Internet, letter, note, paranoia, psychology, social phobia, User-Computer Interface},
pubstate = {published},
tppubtype = {article}
}