ArticleFrontiers in psychiatry2026
Is access to euthanasia drugs and moral stress linked to suicide rates in veterinarians? A cross-sectional national survey and network analysis.
Article in Frontiers in psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Veterinarians face unique occupational risks contributing to elevated suicide rates, including psychological distress, moral stress from euthanasia, and access to lethal drugs. No national study has simultaneously modelled the combined contributions of lethal means access, moral stress, and psychopathology to suicide risk in this population using machine learning approaches. Methods: This national cross-sectional study of 783 Polish veterinarians used validated psychometric tools and machine learning to identify predictors of suicide risk. Results: Nearly 42% exceeded the clinical cut-off for suicide risk, and 23.7% reported thoughts of using euthanasia drugs on themselves. This variable emerged as the strongest predictor of both suicidal behavior and acquired capability for suicide (β=2.83 for suicidal behavior; β=8.58 for acquired capability, both p<.001, model R²=.467 and .220 respectively), surpassing depression, anxiety, and burnout. Moral stress was associated with age but not directly with suicidality. Network analysis revealed that euthanasia-related ideation formed a critical bridge between suicidal thoughts and behavioral capability. Outcomes/discussion: Findings highlight the urgent need for profession-specific suicide prevention strategies, including restricted access to euthanasia drugs and targeted mental health interventions. To our knowledge, this is among the first studies to simultaneously model the combined contributions of lethal means access, moral stress, and psychopathology to suicide risk in this population using machine learning approaches.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.