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Record W4410997668 · doi:10.1108/pijpsm-08-2024-0128

Mitigating the prevalence of PTSD amongst police officers: the perspective of supervisors’ in the Royal Canadian Mounted Police

2025· article· en· W4410997668 on OpenAlexaboutno aff
McKenna Marthiensen, Keren Cohen

Bibliographic record

VenuePolicing An International Journal · 2025
Typearticle
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)CriminologyPsychologyPolice departmentPsychiatry

Abstract

fetched live from OpenAlex

Purpose Police officers are at particular risk of developing Post-Traumatic Stress Disorder (PTSD) which can impact their work and life (Foley and Massey, 2021). However, workplace support can mitigate this risk. The purpose of this research study was to understand, from a police officer’s perspective, the mental health needs of members and the best opportunities to provide support for officers, which can mitigate the prevalence of PTSD. Design/methodology/approach The current study included semi-structured interviews with eight police officers who hold supervisory positions as non-commissioned officers, either corporals or sergeants, in the Royal Canadian Mounted Police (RCMP). A Thematic Analysis yielded three overarching themes: Standing in Between – The Nature of the Supervisor Role, The Available vs the Accessible and In between Acceptance and Scepticism. Findings Overall, the themes depicted both effective and ineffective measures in the force’s current provision for mental health support and organizational barriers to accessing existing support. It also uncovered the embedded tension within the supervisory role and areas for improvement. Conclusions highlight the need to review some existing measures and policies to improve the accessibility and viability of available support as well as facilitate change in culture and members’ attitudes towards help-seeking. Originality/value This paper provides insight into a niche demographic of individuals, police officers with PTSD and provides a perspective of Canadian RCMP officers, of which there is very limited research on.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.453
Threshold uncertainty score0.417

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.045
GPT teacher head0.414
Teacher spread0.369 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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