Exploring Nurses’ Knowledge and Experiences Related to Trauma-Informed Care
Bibliographic record
Abstract
Trauma-informed care is an emerging concept that acknowledges the lasting effects of trauma. Nurses are uniquely positioned to play an integral role in the advancement of trauma-informed care. However, knowledge related to trauma-informed care in nursing practice remains limited. The purpose of this article is to present the results of a qualitative study which explored nurses' understandings and experiences related to trauma-informed care. Seven semistructured interviews were conducted with nurses and four categories emerged from the analysis: (a) Conceptualizing Trauma and Trauma-Informed Care, (b) Nursing Care and Trauma, (c) Context of Trauma-Informed Care, and (d) Dynamics of the Nurse-Patient Relationship in the Face of Trauma. These findings highlight important considerations for trauma-informed care including the complex dynamics of trauma that affect care, the need to push knowledge about trauma beyond mental health care, and noteworthy parallels between nursing care and trauma-informed care.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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".