Patients and ICU nurses' perspectives of non‐pharmacological interventions for pain management
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
BACKGROUND: Pain is a major stressor for critically ill patients. To maximize pain relief, non-pharmacological interventions are an interesting avenue to explore. AIMS AND OBJECTIVES: The study aim was to describe the perspectives of patients/family members and nurses about the usefulness, relevance and feasibility of non-pharmacological interventions for pain management in the intensive care unit (ICU). DESIGN: A qualitative descriptive design was used. METHODS: Patients/family members (n = 6) with a previous experience of ICU hospitalization and ICU nurses (n = 32) were recruited. Using a semi-structured discussion guide, participants were asked to share their perspective about non-pharmacological interventions that they found useful, relevant and feasible for pain management in the ICU. Interventions were clustered into five categories: a) cognitive-behavioural, b) physical, c) emotional support, d) helping with activities of daily living and, e) creating a comfortable environment. RESULTS: A total of eight focus groups (FGs) with patients/family members (two FGs) and ICU nurses (six FGs) were conducted. Overall, 33 non-pharmacological interventions were discussed. The top four non-pharmacological interventions found to be useful, relevant and feasible in at least half of the FGs were music therapy and distraction (cognitive-behavioural category), simple massage (physical category) and family presence facilitation (emotional support category). Interestingly, patients/family members and nurses showed different interests towards some interventions. For instance, patients discussed more about active listening/reality orientation, while nurses talked mostly about teaching/positioning. CONCLUSIONS: Four non-pharmacological interventions reached consensus in patients and nurses' FGs to be useful, relevant and feasible for pain management in the ICU. Other interventions seemed to be influenced by personal experience or professional role of the participants. RELEVANCE TO CLINICAL PRACTICE: While more evidence is required to conclude to their effectiveness, ICU nurses can use non-pharmacological interventions complementary to pharmacological treatment of pain as they are low cost and safe.
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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 | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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