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Record W2164111362 · doi:10.5539/gjhs.v6n1p215

Novice Nurses' Experiences of Unpreparedness at the Beginning of the Work

2013· article· en· W2164111362 on OpenAlex
Mahbobeh Sajadi Hezaveh, Forough Rafii, Naiemeh Seyedfatemi

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGlobal Journal of Health Science · 2013
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsnot available
FundersIran University of Medical Sciences
KeywordsNursingCurriculumPsychologyHealth careQuality (philosophy)Work (physics)Content analysisOrientation (vector space)Medical educationMedicinePedagogySociology

Abstract

fetched live from OpenAlex

INTRODUCTION: Unpreparedness of novice nurses during the process of transition to their professional role can has broad consequences for the nurse and health care system and leads to reduction of the quality of patient care. This study has been carried out with the aim of investigating the experiences of the unpreparedness of novice nurses. METHOD: This study was conducted qualitatively by using conventional content analysis. Participants were 21 persons including 17 novice nurses, 2 supervisors, and 2 experienced nurses who were selected through purposeful sampling from four hospitals dependent on Tehran University of Medical Sciences. FINDINGS: Participants' experiences were reflected in three main themes of "functional disability", "communicative problems", and "managerial challenges". Each of these dimensions consisted of several sub-categories. These areas had represented the inability to apply the learned knowledge in practice. DISCUSSION: The sensitivity of health system, especially, educational mentors and nursing managers to create preparation in novice nurses by providing appropriate orientation programs at the beginning of work and the revision and amendment of nursing curriculum can solve this problem to some extent.

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.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.538
Threshold uncertainty score0.382

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 studies0.0000.001
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 head0.021
GPT teacher head0.358
Teacher spread0.337 · 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