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Record W4236234400 · doi:10.24124/2008/bpgub554

Carving out a place: Establishing a new nurse practitioner practice in rural and remote Canada.

2008· dissertation· en· W4236234400 on OpenAlexaboutno aff
Donna L. M. Bentham

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsNursingContext (archaeology)MentorshipLegislationPublic relationsHealth careQualitative researchQuality (philosophy)MedicinePolitical scienceMedical educationSociologyGeography

Abstract

fetched live from OpenAlex

Across the country, the development of legislation and new employment opportunities are encouraging the implementation of nurse practitioners (NPs) in a variety of acute care and primary care settings. In the literature the roles and practices of NPs are reviewed primarily from the perspective of availability, quality, and accessibility of health care services. The NP is a new health care provider role, practicing independently in rural and remote communities. There is little information on how new NPs enter a community and establish a practice or what sustains them in their practice. There is limited research, particularly in the Canadian health care context from the perspective or NPs themselves. Without the perspective of the experiences of establishing a new NP practice in rural and remote communities, knowledge of appropriate, context specific supports to recruit and retain NPs in rural communities is limited. This thesis is a qualitative interpretive study of the experiences of nurse practitioners as they establish new NP practices in rural and remote communities across Canada. The data for this study is from in-depth interviews conducted with six nurse practitioners for the Nature of Nursing Practice in Rural and Remote Canada Study. Carving out a place for practice was found to be a challenging process that requires time and support in order for the NP to develop a presence in the community. As the first and only NPs in their communities, resources including appropriate policies, administrative and clerical support, and mentorship opportunities are needed to support the development of these new roles and promote job satisfaction and ultimately retention of these much needed health care providers.'

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)0.002
metaresearch head score (Gemma)0.004
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 score0.044
Threshold uncertainty score0.319

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0300.009
Scholarly communication0.0040.001
Open science0.0020.004
Research integrity0.0010.003
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 head0.024
GPT teacher head0.405
Teacher spread0.381 · 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

Citations1
Published2008
Admission routes1
Has abstractyes

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