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Record W1990044038 · doi:10.1111/nin.12048

Exploring risk in professional nursing practice: an analysis of work refusal and professional risk

2013· article· en· W1990044038 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNursing Inquiry · 2013
Typearticle
Languageen
FieldHealth Professions
TopicDisaster Response and Management
Canadian institutionsYork University
FundersRegistered Nurses' Association of Ontario
KeywordsNursingAccountabilityProfessional studiesProfessional developmentProfessional associationWork (physics)MedicineProfessional responsibilityHealth carePublic relationsMedical educationPolitical science

Abstract

fetched live from OpenAlex

This article explores risk in professional nursing practice. Professional risk refers to the threat of professional discipline if it is found that a registered nurse has violated professional nursing practice standards. We argue professional risk is socially constructed and understood differently by nurse regulatory bodies, unions, professional associations and frontline nurses. Regulatory bodies emphasize professional accountability of nurses; professional associations focus on system problems in health-care; unions undertake protecting nurses' right to health and safety; and frontline nurses experience fear and uncertainty in their attempt to interpret practice standards to avoid professional discipline. Perspectives of professional risk are investigated by analyzing three professional nursing bodies' views of professional codes governing the right of nurses to refuse unsafe work assignments. The workplace dynamics surrounding work refusal experienced by frontline nurses are illustrated primarily through the lens of the 2003 SARS influenza outbreak in Ontario, Canada. We conclude that frontline nurses in Ontario are required to manage risk by following professional protocols prioritizing patient care and professional accountability which disregard the systemic, unpredictable and hazardous circumstances in their everyday practice. Moreover, we argue professional protocols cannot anticipate every eventuality in clinical practice creating the fear of professional discipline for nurses.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.475
Threshold uncertainty score0.887

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.185
GPT teacher head0.479
Teacher spread0.294 · 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