Undergraduate Paramedic Students’ Perceptions of a Community Volunteer Placement
Bibliographic record
Abstract
Objective This study aimed to explore first year university paramedic students’ perceptions of volunteerism during a community placement. Methods In this exploratory study we employed a cross-sectional methodology utilising a convenience sample of first year undergraduate students. Administering a paper-based survey, we measured students’ perceptions of their experience of a 50-hour placement as a volunteer within a community organisation. Results Of the 191 students available to participate in the study, 88 completed the survey yielding a 46.1% response rate. Survey results were positive overall and indicated that students view volunteering in a community placement as a good experience. The majority of students signalled that they had a positive impact during their placement and were inclined towards future volunteering including as paramedic volunteers. Conclusion Our results suggest that paramedic students positively perceive volunteering during a community placement and may be predisposed to future volunteer opportunities.
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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 | 0.004 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".