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Record W7033486794

The Registered Nurse Role in Primary Care: A Focused Ethnography

2024· dissertation· en· W7033486794 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship at UWindsor (University of Windsor) · 2024
Typedissertation
Languageen
FieldArts and Humanities
TopicArchitecture and Art History Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMultidisciplinary approachPrimary careWorkloadScope of practiceBridging (networking)EthnographyPrimary health careWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

Background: The World Health Organization’s 2020 report on the state of the world’s nursing stated that efforts should be made to optimize the role of the registered nurse (RN) in primary care. Research evidence supports that RNs in primary care are underutilized and have unclear role descriptions (Lukewich et al., 2014). Aim: The purpose of this study was to further explore the RN role in community-based multidisciplinary primary care settings in Ontario. The research questions were: (1) What are the shared beliefs, values, and practices of RNs in primary care settings? and (2) What facilitates, constrains and/or sustains the RN role in primary care settings? Methodology: This focused ethnographic study was guided by critical realism. Data Collection: Data was collected through a socio- demographic questionnaire, two individual virtual interviews conducted with each participant, and analysis of publicly posted job advertisements for primary care RNs. Results: Through Roper and Shapira’s (2000) method of data analysis participants shared beliefs, values, and practices as primary care RNs were identified as: holistic patient-centered care, seeing patients make positive changes, practicing autonomously, bridging gaps, and collaboration. Factors which constrain the RNs ability to practice within their values and beliefs included workload and role obscurity while collaboration and the nurse-client relationship facilitated their role. The findings highlight the importance of defining the primary care RN role according to their distinct values, beliefs, and scope of practice and how without this the role may be subject to work intensification and deprofessionalization.

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)0.009
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.016
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.009
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0070.005
Scholarly communication0.0040.003
Open science0.0020.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.215
Teacher spread0.194 · 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 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

Citations0
Published2024
Admission routes1
Has abstractyes

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