Provision of Compassionate and Empathic Care as a Well-Being Preservation Tool for Emergency Physicians: A Scoping Review
Bibliographic record
Abstract
Objective: Compassion and physician well-being are two key components related to quality care in health including emergency medicine. The objective of this study was to explore the impact of compassion in care on the well-being of emergency physicians. We conducted a scoping review to explore the impact of provision of compassionate care by emergency physicians on their well-being and subconcepts. Methods: Four electronic databases and grey literature were searched to find evidence related to compassion, empathy, self-compassion, and their impact on emergency physicians' well-being. Following title and abstract review, two reviewers independently screened full-text articles, and extracted data. Data were presented using descriptive statistics and a narrative analysis. Results: A total of 803 reports were identified in databases. Three articles met eligibility criteria for data extraction. None directly examined compassion and well-being. Included studies addressed empathy and burnout in emergency medicine professionals. Conclusion: No high-quality evidence could be found on the topic in the population of interest. Literature related to the topic of compassion in physicians, especially in emergency physicians, a field known for its high demand and stress levels, is currently scarce and additional evidence is needed to better describe and understand the association between physicians' compassion and well-being.
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How this classification was reachedexpand
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".