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Growing an innovative faculty‐driven management team in a distance‐delivery NP education program: Thinking outside the box to meet the nursing education and health needs of northern British Columbia, Canada

2012· article· en· W1839762315 on OpenAlexafffundabout
Vincent Salyers, Denise S. Tarlier, Linda Van Pelt, Janet Bailles, Jennifer S. Beaveridge, Connie‐Marie Lapadat, Lesley Robertson‐Laxton

Bibliographic record

VenueJournal of the American Academy of Nurse Practitioners · 2012
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsUniversity of Northern British ColumbiaThompson Rivers UniversityMount Royal University
FundersUniversity of British ColumbiaUniversity of Northern British Columbia
KeywordsContext (archaeology)MainstreamSituatedMedicineNursingQuality managementBest practiceEconomic shortageMedical educationPublic relationsManagementPolitical scienceBusinessMarketingService (business)

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of this article is to describe how one university in northern British Columbia (BC) dealt with the issues of nurse practitioner (NP) program administration in light of its geographic context. DATA SOURCES: Reflections of the management team during the first 2 years of implementation of the faculty-driven approach. CONCLUSIONS: Our experience reflects family NP (FNP) faculty shortages internationally, the challenge of attracting qualified candidates to centers outside the urban mainstream in today's competitive academic job market, as well as the need to develop NP faculty capacity in BC, Canada. The team management approach evolved organically, based on program need, available human resources, and the culture of the faculty. The team approach for program leadership and coordination is a good fit for this NP program. IMPLICATIONS FOR PRACTICE: Implementing the team management approach has allowed the continuation of an NP program situated in a northern Canadian community that is consistent with the program's unique focus in preparing NPs to practice in often-underserved northern, rural, remote, and Aboriginal settings. While the approach provides for continuation of a quality program, it also ensures the availability of graduates well prepared to take up practice challenges in rural and northern communities.

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 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)0.000
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 score0.510
Threshold uncertainty score0.823

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.034
GPT teacher head0.426
Teacher spread0.392 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations2
Published2012
Admission routes3
Has abstractyes

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