Critical Thinking Among RN-to-BSN Distance Students Participating in Human Patient Simulation
Bibliographic record
Abstract
Simulation is a strategy increasingly being used to promote critical thinking skills among baccalaureate nursing (BSN) students. It has been used to a limited extent with RN-to-BSN students, many of whom take their educational program through distance delivery. The purpose of this qualitative study was to understand the critical thinking of distance RN-to-BSN students who participated in a simulation designed with interactive questions. Students taking the program, either by live televised broadcast (educational television [ETV]) or by online instruction, participated in the simulation. The ETV student simulation was facilitated from a broadcast studio by faculty, whereas Internet students completed the simulation by DVD. Postsimulation students participated in debriefing sessions, which were audiotaped by ETV students and completed by Internet students using a Blackboard discussion board. Data were analyzed using Scheffer and Rubenfeld's conceptualization of critical thinking. Findings revealed that simulation used by distance delivery cultivated critical thinking in RN-to-BSN students.
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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 | 0.000 | 0.001 |
| 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 | 0.000 |
| 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".