An Institutional Ethnography of Nurses’ Stress
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
There are three main conceptualizations of nurses' stress: occupational stress, moral distress, and traumatization (compassion fatigue, secondary traumatic stress, vicarious trauma). Although we have learned a great deal from these fields, some of them lack important contextual aspects of nurses' practice, such as the gendered nature of the workforce and the nature of the work, including bodily caring. The purpose of this study was to reformulate the nature of stress in nursing, with attention to important contextual aspects of nurses' practice. Smith's sociological frame of institutional ethnography was used to explicate the social organization of nurses' stress. Data collection methods included in-depth interviews, participant observation, and focus groups with pediatric intensive care nurses. Data analysis focused on the social organization of nurses' stress, including negotiating power-based hierarchies and articulating the patient to the system. The article concludes with recommendations for addressing nurses' stress through a more critical and contextual analysis.
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 | 0.101 | 0.049 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.019 |
| Insufficient payload (model declined to judge) | 0.001 | 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