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Record W2901363200

Leadership Experiences in Undergraduate Nursing Education: A Student Perspective

2018· article· en· W2901363200 on OpenAlexaff
Paisly Symenuk, Saige Godberson

Bibliographic record

VenueInternational journal of nursing · 2018
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsUniversity of AlbertaUniversity of British Columbia
Fundersnot available
KeywordsRealmPerspective (graphical)NursingNurse educationHealth carePsychologyMedical educationMedicinePolitical science
DOInot available

Abstract

fetched live from OpenAlex

Registered nursing is a profession which recognizes that all nurses should demonstrate leadership skills within their various roles. Leadership is vital at all levels of health organizations to provide positive outcomes for not only clients, but also to achieve positive results for interdisciplinary teams, and larger societal systems to which health care is intricately connected. Nursing leadership and management are two distinct concepts that are often misunderstood by undergraduate nursing students. The purpose of our paper is to emphasize that leadership in nursing must be fostered beginning at the undergraduate level. In addition to providing leadership education in the clinical realm, it is also important for nursing professors to provide the undergraduate students with learning experiences on this topic outside of their formalized studies, by facilitating their involvement in leadership activities associated with nursing organizations and research.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.454
Threshold uncertainty score0.641

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.089
GPT teacher head0.444
Teacher spread0.355 · 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 designQualitative
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

Citations3
Published2018
Admission routes1
Has abstractyes

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