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Record W2330786905 · doi:10.7748/nr2013.03.20.4.6.e291

How case-study research can help to explain implementation of the nurse practitioner role

2013· article· en· W2330786905 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNurse Researcher · 2013
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsNursingNurse practitionersMEDLINEPsychologyMedicinePolitical scienceHealth care

Abstract

fetched live from OpenAlex

AIM: To discuss how case-study research was undertaken to explain the implementation of the nurse practitioner role in a Canadian province. BACKGROUND: In Canada, the nurse practitioner role was only recently introduced and one of the last provinces to implement it was British Columbia. At this time, no studies of the role's implementation in the province had been published and, although nurses refer to case studies more frequently in their research, the literature lacks concise explanations of the methodologies involved in creating them. DATA SOURCES: A case study of the implementation of the nurse practitioner role, including participant interviews and document review. RESEARCH METHODOLOGY: The development of an explanatory, single case study with embedded units of analysis in line with Yin's (2009) approach to case-study research. DISCUSSION: This article provides an overview of case-study research methodology and examples from a case study undertaken by the author. CONCLUSION: The use of case studies provides nurse researchers with opportunities to engage with phenomena of interest in their settings and so is suited to the complex nature of nursing practice. IMPLICATIONS FOR PRACTICE OR RESEARCH: Case-study research enables researchers to study areas of interest thoroughly and in the context in which they occur.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.679
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.213
GPT teacher head0.570
Teacher spread0.357 · 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