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Record W4400841627 · doi:10.1590/0034-7167-2023-0414

Nursing students’ perception: Escape Room use in teaching leadership skills

2024· article· en· W4400841627 on OpenAlexaff
Chennyfer Dobbins Abi Rached, Emili Amani Alves da Cruz, Maria Helena Cardoso da Mota, Caroline da Silva Fonseca Paulo, Giovanna Micucci Pires Amaral, Daniela Lika Nakajima

Bibliographic record

VenueRevista Brasileira de Enfermagem · 2024
Typearticle
Languageen
FieldMedicine
TopicSimulation-Based Education in Healthcare
Canadian institutionsEntomological Society of Canada
Fundersnot available
KeywordsDebriefingPerceptionFocus groupPsychologyNursingExploratory researchQualitative researchNurse educationMedical educationMedicineSociology

Abstract

fetched live from OpenAlex

OBJECTIVES: to understand nursing students' perception regarding Escape Room use to develop leadership skills. METHODS: a qualitative exploratory-descriptive study, with 97 nursing students. Escape Room game sessions were held, totaling ten. Subsequently, a debriefing and analysis was carried out using the Discourse of the Collective Subject method, through the focus group technique. Ethical procedures were respected. RESULTS: students' perceptions about using this methodology to develop leadership skills were positive and significant. The effectiveness of the game in teaching and developing these skills in nursing practice stands out. FINAL CONSIDERATIONS: the game was an effective active methodology in approaching the proposed content, promoting satisfaction and easy assimilation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.124
GPT teacher head0.430
Teacher spread0.307 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations5
Published2024
Admission routes1
Has abstractyes

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