MétaCan
Menu
← Back to cohort
Record W7143357654 · doi:10.25455/wgtn.31895023

Graduate entry nursing students' development of professional nursing self: A scoping review

2024· article· W7143357654 on OpenAlexaboutno aff
P McClunie-Trust, R Jarden, P Marriott, R Winnington, Janette Dewar, K Shannon, S. Clay Jones, V Jones, R. Anthony Turner, L Cochrane, R Macdiarmid

Bibliographic record

VenueOpen Access Victoria University of Wellington | Te Herenga Waka (Figshare) · 2024
Typearticle
Language
FieldNursing
TopicNursing education and management
Canadian institutionsnot available
Fundersnot available
KeywordsBelongingnessIdentity (music)Nurse educationAgency (philosophy)Entry LevelProfessional developmentTeam nursing

Abstract

fetched live from OpenAlex

Background: Accelerated graduate entry nursing programmes require students to rapidly socialise to the profession. Professional identity is an important element of becoming a nurse. Objective: This scoping review aimed to synthesise published literature reporting the development of professional identity, belongingness and self-concept as a nurse in students enrolled in a pre-registration graduate entry nursing programme. Design: Scoping review. Setting: Graduate entry nursing programmes. Participants: Graduate entry nursing students. Method: Following a pre-registered protocol, we searched electronic databases for publications investigating graduate entry nursing students' development of professional identity, belongingness and self-concept. Screening, data extraction and analysis were initially in duplicate and independent, and then by consensus. Results: Of the 871 records identified, twenty met the inclusion criteria. Publications were from the USA, Australia, New Zealand, Canada, and the UK. We identified one overarching theme of ‘professional nursing self’, with four sub-themes: 1) professional socialisation, 2) professional self-concept, 3) developing nursing agency, and 4) identity formation. Socialisation into nursing and belongingness to the profession occurred concurrently as students moved through their programme of learning. Due to the accelerated nature of the programmes, rapid professional socialisation was required, supported by positive relationships in the clinical setting. Strategies that enhanced belongingness and wellbeing enabled students to feel connected to the profession. Conclusions: The development of professional identity in graduate entry nursing students is impacted by their rapid professional transition through an accelerated programme. Students' growing sense of nursing agency is embodied in their experiences of thinking and acting as a nurse. Their previous professional identity is then reconstituted in their new graduate selves; educational programmes support this transition. Tweetable abstract: Scoping review finds professional identity development in graduate entry nursing students is rapid in accelerated preregistration degrees #belonging #connection.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.019
metaresearch head score (Gemma)0.094
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.019
Threshold uncertainty score0.099

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.094
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.003
Bibliometrics0.0190.017
Science and technology studies0.0010.002
Scholarly communication0.0050.004
Open science0.0020.003
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.098
GPT teacher head0.419
Teacher spread0.321 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueOpen Access Victoria University of Wellington | Te Herenga Waka (Figshare)→Same topicNursing education and management→French-language works237,207→