Institutional Barriers to Healthy Workplace Environments: From the Voices of Social Workers Experiencing Compassion Fatigue
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract The good health and well-being of health care professionals is increasingly an important issue and one that is under threat due to dominant neo-liberal economic factors. These factors influence health care service delivery which in turn focuses less on employee workplace satisfaction and more on profit-making corporate business models. More work with less pay/benefits, less time to work with clients and the focus on outcomes has created workplaces in which employees are experiencing negative organisational cultures that, in turn, affects their health and well-being. One negative effect is compassion fatigue (CF). In Canada, a national inter-disciplinary research project was conducted for health professionals (n = 52) who self-identified as experiencing CF. From this research, an analysis of a sub-sample of the data of fourteen social workers was conducted identifying specific institutional factors that participants described as creating conditions for their CF. These factors are presented including: (i) cost-effective services within time constraints and political climates; (ii) erosion of relationship building; (iii) lack of communication between managers and front line workers; (iv) cutbacks in services; (v) climate of fear; and (vi) outcome measurement requirements. These concerns related to workplace environments and the health and well-being of health professionals are discussed.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.008 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it