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Record W7133000345

A Quantitative Study of Occupational Stress in Animal Shelter Workers

2023· dissertation· W7133000345 on OpenAlexaff
Dawn M. Cowling

Bibliographic record

VenueTSpace · 2023
Typedissertation
Language
FieldHealth Professions
TopicVeterinary Practice and Education Studies
Canadian institutionsEmployment and Social Development Canada
Fundersnot available
KeywordsCompassion fatigueStressorOccupational stressBurnoutOccupational safety and healthCompassionOccupational burnoutNormativeCohort
DOInot available

Abstract

fetched live from OpenAlex

Animal shelter workers are a unique cohort of care workers who have been shown to have high levels of burnout, compassion fatigue, and occupational stress. The full extent of the burden of this type of work is still being discovered. We deployed an online survey (n = 113) which included a novel occupational stress questionnaire and established mental health measures to evaluate levels of compassion fatigue, potential for moral injury, anxiety, and depression in animal shelter workers. Specific variables of interest were type of worker (full/part- time/volunteer), reason for euthanasia (medical vs. non-medical), and level of training. Results reveal only a small percentage of shelters did not practice any form of euthanasia (9%). Overall, respondents exceeded normative levels of burnout, compassion fatigue/secondary trauma, depression, and anxiety. Shelter work was shown to place respondents at a higher-than-average risk of moral injury, which was found to be significantly correlated with depression, anxiety, and compassion fatigue, and inversely related to optimism. Moral injury was higher for shelter workers whose work included euthanasia for non-medical reasons. Euthanasia for non-medical reasons and having formal animal care training, however, were not associated with significant increases in depression, compassion fatigue, or optimism. Full-time workers were found to have significantly higher levels of anxiety, depression, and risk of moral injury than part-time workers and volunteers. A factor analysis of the 43 workplace stressors included in the novel occupational stressor questionnaire revealed four distinct dimensions: 1) involvement in policy and decision-making, 2) public perceptions and stigma, 3) staff and the environment, and 4) job rigidity and social support. Of these scales, job rigidity and social support were found to have the greatest impact on burnout, depression, anxiety, optimism, and compassion fatigue/secondary trauma. Involvement in policy and decision-making had the greatest impact on moral injury. It is clear from our findings that the mental health burden of caring for shelter animals is great. Our findings add four distinct areas of focus that policy and decision-makers may consider to improve the wellbeing of animal shelter workers.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.521
GPT teacher head0.636
Teacher spread0.115 · 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 source (direct Gemma or distilled Codex), 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
Published2023
Admission routes1
Has abstractyes

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