Student nurses’ views on an E-Learning module on comfort, safety, and mobility with older adults: a cross-sectional study
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: Nursing students often receive insufficient training in older adults' care. PURPOSE: Examine nursing students' perceptions of an e-learning module developed to enhance their knowledge about the comfort, safety, and mobility of older adults. METHODS: A cross-sectional survey was administered to third-year baccalaureate nursing students at a Canadian university after they had completed the comfort, safety, and mobility module. The survey assessed students' perceptions of the e-learning module using four 5-pointLikert-type items. The survey also contained demographic questions and one open-ended question that invited participants to make any comments they wished. Descriptive statistics were used to summarize participants'demographic characteristics. Responses to the open-ended quesiton were summative content analyzed. RESULTS: The survey was completed by 119 participants, who reported that the module increased their confidence, perceptions and knowledge in working with older adults. Participants also found the method of instruction to be convenient, interactive, and enjoyable. CONCLUSIONS: Results suggest that the learning module has the potential to facilitate student nurses' learning about comfort, safety, and mobility.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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