Nursing Students’ Perceived Disaster Preparedness and Response
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
OBJECTIVES: This study aimed to assess the perceived level of disaster preparedness and response among nursing students in Oman, as the country is disaster prone and experiences disasters every three to five years. METHODS: A descriptive cross-sectional pilot study was conducted from May to June 2019 using a stratified cluster sampling method among nursing students recruited from two government nursing colleges in Muscat, Oman. The Disaster Preparedness Evaluation Tool and Disaster Response Self-Efficacy Scale were used to assess the knowledge, skill, disaster management and self-efficacy in handling disasters. RESULTS: A total of 51 students participated in this study. Most students (78.4%) had experienced a disaster while at home. Overall, the students had moderate levels of knowledge (3.17 ± 1.49), skill (3.12 ± 1.52), post-disaster management (3.22 ± 1.44) and self efficacy in responding to disaster (2.93 ± 1.16). CONCLUSION: Nursing students in Oman have experienced disasters and are willing to respond when called upon though they possess moderate knowledge and confidence in handling disasters.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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