Connecting critical thinking, caring, and curiosity in nurse education: Exploring the beliefs and practices of nurse educators
Bibliographic record
Abstract
A theoretical association exists between caring, critical thinking, and curiosity. We wanted to gain a deeper understanding about how the relationships translated to the perceptions and practices of nurse educators. We developed a survey of selected and free response items to gather a combination of quantitative and qualitative data related to nurse educators’ perceptions and practices related to caring, critical thinking, and curiosity. We distributed an invitation to participate in our online survey research project through direct communication with a sample of nurse educators and posted the request to a handful of nurse educator social media sites and listservs. Forty-six nurse educators fully completed our survey. Findings include a mixture of positive perceptions about learning caring and curiosity, insights about the importance of caring and curiosity in nursing, and practices that included promoting critical thinking and curiosity among nurses. We follow the results with a discussion of implications for nurse education.
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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 | 0.003 | 0.012 |
| 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 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".