The Effects of a Restorative Intervention on Undergraduate Nursing Students’ Capacity to Direct Attention
Bibliographic record
Abstract
PURPOSE: The purpose of this study was to examine the effects of a restorative intervention on undergraduate nursing students' capacity to direct attention. METHOD: Kaplan and Kaplan's attention restoration theory, which describes and links concepts of directed attention, attention fatigue, and restorative environments, formed the theoretical basis for this research. A convenience sample consisted of 33 students randomly assigned to nonintervention and intervention groups. The intervention was a 1-hr walk in natural surroundings. Both groups completed study instruments prior to and following the intervention. FINDINGS: Intervention group students scored higher on a measure of quality of life at posttest (p < .05). Differences in a measure of perceived attention were not observed between groups over time. Both groups improved on other measures of attention; however, the results did not provide support for the hypotheses. CONCLUSION: Students were a highly functioning group participating in many activities they considered restorative, prior to the study.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".