Exploring Self-Perceptions of Anxiety among Nursing Students in the Clinical Setting and Select Demographics
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
Clinical learning experiences are essential in nursing education but they are often anxiety provoking for learners. Understanding the factors associated with the anxiety levels of nursing students in clinical placements has become more complex over the years with increasing heterogeneity within the nursing population. A correlational study was conducted to examine the relationships between nursing students' self-perceived anxiety levels, as measured by the State-Trait Anxiety Inventory (STAI), and the students' age, gender, previous employment, and previous education. The findings revealed that nursing students have a higher than average level of anxiety and that male nursing students reported higher levels of anxiety compared to female nursing students. No significant correlations were found between age, previous education, previous employment, and self-perceived anxiety levels. Findings from this study provide an opportunity for discussion by nursing educators and identify a need for future research and practice.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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