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Record W2898923979 · doi:10.1111/jan.13884

How graduate nurses adapt to individual ward culture: A grounded theory study

2018· article· en· W2898923979 on OpenAlexaff
Caterina Feltrin, Jennifer Newton, Georgina Willetts

Bibliographic record

VenueJournal of Advanced Nursing · 2018
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsGrounded theoryNonprobability samplingTheoretical samplingAdaptation (eye)PsychologyConstructivist grounded theoryQualitative researchAxial codingNursingSocial workProfessional developmentMedical educationPedagogyMedicineSociologyPopulation

Abstract

fetched live from OpenAlex

AIM: To increase understanding of strategies graduate nurses use on a day-to-day basis to integrate themselves into pre-existing social frameworks. BACKGROUND: Being a graduate nurse and transitioning from a novice to beginner in the first year of clinical practice is stressful, challenging and overwhelming due to steep learning curves and adjusting to working in professional environments. How graduate nurses socially adapt and fit into ward cultures is a hurdle to successful transition and can be difficult. DESIGN: A qualitative constructivist grounded theory methodology was used. METHODS: Seven adult, Registered Nurses were recruited using a purposive sampling technique. Participants were undertaking a graduate nurse transition programme, in one of two acute care, adult public hospitals in South Australia. Data collection conducted in 2016 used individual interviews consisting of open-ended questions in an unstructured format. Transcripts were transcribed verbatim. Data analysis processes included initial and focused coding, theory building, memo-writing and theoretical sampling. RESULTS: Three main categories: self-embodiment and self-consciousness, navigating the social constructs and raising consciousness, supported by subcategories describe the main strategies graduate nurses use to facilitate adaptation into complex clinical environments and ward cultures. Subsequent concept and theory development explains how graduate nurses find the social and professional balance to fit in. CONCLUSIONS: Understanding the graduates' adaptation strategies can inform improvements in graduate nurse transition programmes. Facilitating and enhancing graduate nurse adaptation is the precursor in creating more resilient nurses ready to face the challenges that exist in today's work environments.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.765
Threshold uncertainty score0.924

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 communication0.0000.001
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 head0.049
GPT teacher head0.362
Teacher spread0.314 · 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 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

Citations39
Published2018
Admission routes1
Has abstractyes

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