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Record W4416121961 · doi:10.1016/j.teln.2025.10.018

Exploring the impact of critical thinking on community health nursing education in Canada: a scoping review

2025· article· en· W4416121961 on OpenAlexaffabout
Omar Mayyas, Mina Singh, Saeed Moradian, Karen Campbell, Eva Peisachovich

Bibliographic record

VenueTeaching and learning in nursing · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsYork University
Fundersnot available
KeywordsCINAHLCritical thinkingInclusion (mineral)Nurse educationMEDLINECommunity healthQuality (philosophy)Nursing practice

Abstract

fetched live from OpenAlex

• What is currently known about this topic? Critical thinking is essential in community health nursing education in Canada. • What the paper adds to the existing knowledge? This review identifies key contextual and educational factors influencing CT skills. • How the information in your manuscript can be applied to practice? Findings support improved CHN teaching methods to enhance students' critical thinking. To synthesizes the existing evidence about the contextual and educational factors that influence the development of critical thinking in undergraduate nursing students in community health nursing placements in Canada. This study employed a scoping review literature. A comprehensive search was conducted in CINAHL (EBSCO), Medline (Ovid), Embase, and ERIC databases. Peer-reviewed studies published between 2010 and 2024 were included. Two independent reviewers performed the screening process, data extraction, and quality assessment using Covidence, following the Arksey and O'Malley framework and PRISMA guidelines. Out of the 435 Canadian studies imported for screening, ten met the inclusion criteria. These studies highlight the significance of educational methodologies, such as virtual simulation, alongside contextual factors like the impact of the COVID-19 pandemic, which are crucial in shaping the development of critical thinking. Enhancing critical thinking skills in nursing students benefits their future practice by preparing them to address the complexities of community health nursing in Canada effectively.

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)0.007
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.731
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.084
GPT teacher head0.470
Teacher spread0.385 · 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 designOther design
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

Citations0
Published2025
Admission routes2
Has abstractyes

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