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Record W4392294689 · doi:10.1177/14779714241236283

Rural home care nurses’ experiences with continuing nursing education

2024· article· en· W4392294689 on OpenAlexaffabout
Michelle Pavloff, Mary Ellen Labrecque, Jill Bally, Shelley Kirychuk, Gerri Lasiuk

Bibliographic record

VenueJournal of Adult and Continuing Education · 2024
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsUniversity of SaskatchewanSaskatchewan Polytechnic
Fundersnot available
KeywordsSnowball samplingNursingNurse educationTeam nursingMedicineNonprobability samplingPopulationPsychology

Abstract

fetched live from OpenAlex

Purpose: Rural home care nurses require access to continuing nursing education to address the increasing complexity of client care needs. There is currently limited literature on continuing nursing education for rural home care nurses. The purpose of this study was to explore the continuing nursing education experiences of rural home care nurses. Sample: Purposive and snowball sampling were used to recruit registered nurses who worked in publicly funded rural home care in one western Canadian province, in communities with a population of less than 10,000 people. Twenty rural home care nurses participated in semi-structured telephone interviews. Methods: This study used interpretive description as its method of inquiry and analysis. Data was collected between December 2020 and May 2021 and the analysis was supported using NVivo 12 software. Findings: Key findings from this study contribute to the description of western Canadian rural home care nursing roles and the degree of autonomy required to provide expert care in the home environment. Rural home care nurses’ experiences with continuing education are impacted by external factors including (1) Chameleonic Practice (One-Person Show, Professional Intersection, Becoming their Person), (2) Foundational Instability (Roadblocks to Learning, Stretched Thin, Rural Repatriation) and (3) Learning Leadership (Filling the Learning Bucket, Finding a Way, Learning Reciprocity). Conclusions: The findings of this study suggest that the continuing nursing education experiences of rural home care nurses is dependent on many factors. Significant policy changes and updated standards of practice are required to support safe client care through the delivery of evidence-informed continuing nursing education.

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.580
Threshold uncertainty score0.415

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.008
GPT teacher head0.359
Teacher spread0.351 · 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 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 routes2
Has abstractyes

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