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Record W3012061751 · doi:10.5294/aqui.2020.20.1.8

Innovative Methodologies to Teach Patient Safety in Undergraduate Nursing: Scoping Review

2020· article· en· W3012061751 on OpenAlexaboutno aff
Andréa Tayse de Lima Gomes, Pétala Tuani Cândido de Oliveira Salvador, Clarissa Fernandes Goulart, Sumaya Giarola Cecílio, Maria Flávia Gazzinelli

Bibliographic record

VenueAquichan · 2020
Typearticle
Languageen
FieldMedicine
TopicSimulation-Based Education in Healthcare
Canadian institutionsnot available
Fundersnot available
KeywordsScopusPatient safetyWeb of scienceMedical educationHealth scienceMEDLINENursingMedicineLatin AmericansHealth carePsychologyLibrary scienceComputer sciencePolitical science

Abstract

fetched live from OpenAlex

Objective: This work sought to identify the innovative methodologies used to teach patient safety in undergraduate Nursing. Materials and method: this is a scoping review conducted according to the recommendations by the Joanna Briggs Institute Reviewers’ Manual, through the databases: Medline/PubMed, Cumulative Index of Nursing and Allied Health, Scopus, Web of Science, Education Resources Information Center, Latin American and Caribbean Literature on Health Sciences, Catálogo de Tesis de la Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, The National Library of Australia’s Academic Archive Online, Digital Access to Research Theses Europe E-Theses Portal, Electronic Theses Online Service, Repositório Científico de Acesso Aberto de Portugal, National ETD Portal, and Theses Canada. Results: the study included 19 studies, most of descriptive type (n = 8; 42.1 %) and quasi-experimental (n = 7; 36.8 %) with quantative approach (n = 11; 57.9 %), conducted in the United States (n = 4; 21.1 %), in 2013 (n = 4; 21.1 %) and 2017 (n = 4; 21.1 %). The innovative methodologies used to teach patient safety in undergraduate Nursing that were highlighted included the scenario of the care practice simulated in the laboratory (n = 14; 73.7 %) and educational videos (n = 7; 36.8 %). Conclusions: it was identified that innovative methodologies used to teach patient safety in undergraduate Nursing were simulation, videos, staging/role playing, and films, all applied in the classroom teaching modality.

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)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.819
Threshold uncertainty score0.515

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.194
GPT teacher head0.482
Teacher spread0.288 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
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

Citations43
Published2020
Admission routes1
Has abstractyes

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