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Record W2620085118 · doi:10.3390/admsci7020017

The Importance of Continuing Professional Development to Career Satisfaction and Patient Care: Meeting the Needs of Novice to Mid- to Late-Career Nurses throughout Their Career Span

2017· article· en· W2620085118 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

VenueAdministrative Sciences · 2017
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsCanadian Nurses AssociationDalhousie University
Fundersnot available
KeywordsCareer developmentThematic analysisContext (archaeology)Career PathwaysMedical educationPsychologyProfessional developmentFocus groupQuality (philosophy)NursingMedicineQualitative researchSociology

Abstract

fetched live from OpenAlex

This paper provides insights into the role of ongoing training and education on nurses’ career satisfaction across different career stages and their ability to provide quality patient care. Eighteen focus groups were conducted over the course of five months in 2015 (January to May) in eight Canadian provinces. There were a total of 185 focus group participants. Each focus group lasted approximately 1.5 h and included 8–15 participants who self-selected in one of three distinct career stages (students, early-career, mid- to late-career). A thematic analysis of the data revealed that ongoing professional development is an expressed need and expectation for nurses across the various career stages. Student and early-career nurses expected sufficient training and education to facilitate workplace transitions, as well as continuing education opportunities throughout their careers for career laddering. For mid- to late-career nurses, the importance of lifelong learning was understood within the context of maintaining competency, providing quality patient care and enhancing future career opportunities. Training and education were directly linked to nurses’ career satisfaction. Healthy work environments were identified by nurses as those that invested in continuing professional development opportunities to ensure continuous growth in their practice and provide optimal quality patient care. Training and education emerged as a cross-cutting theme across all career stages and held implications for patient care, as well as retention and recruitment.

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)0.001
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 score0.351
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.053
GPT teacher head0.359
Teacher spread0.307 · 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