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Registered nurses' application of evidence‐based practice: a national survey

2009· article· en· W1798352796 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Evaluation in Clinical Practice · 2009
Typearticle
Languageen
FieldHealth Professions
TopicHealth Sciences Research and Education
Canadian institutionsUniversity of Alberta
FundersDivision of Undergraduate EducationCanadian Institutes of Health ResearchAFA Försäkring
KeywordsGraduation (instrument)Health careEvidence-based practiceNursingMedicineEconomic shortageFamily medicineClinical PracticePsychologyAlternative medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Evidence-based practice (EBP) is a worldwide approach to improving health care. There is, however, a shortage of studies examining whether or not newly graduated health care professionals are actually applying EBP in their daily work. OBJECTIVES: To examine the application of EBP in clinical practice by registered nurses (RNs) 2 years post graduation and to explore whether the application of EBP differed with regard to the clinical settings where RNs were working. METHOD: A cross-sectional design using a national sample. Data were collected in 2007 from 987 RNs (response rate 76%). Six items measuring respondents' self-reported extent of applying EBP were used. Results Of the 987 RNs, 19% formulated questions and performed searches in data bases, 56% used other information sources, 31% appraised the literature, 30% participated in practice development and 34% participated in evaluating clinical practice. A greater proportion of the RNs working in elder care applied EBP compared with the RNs working in hospitals, psychiatric care and primary care. CONCLUSIONS: The RNs applied the components of EBP to a rather low extent 2 years post graduation despite EBP being an important objective in Swedish health care and educational programmes since the 1990s. These findings support other studies reporting the implementation of EBP in organizations as a complex and often slow process. The differences in the RNs extent of applying EBP in relation to their workplace indicate that contextual factors and the role of the RN in the organization are of importance for getting EBP into practice.

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)0.196
metaresearch head score (Gemma)0.653
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.633
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.1960.653
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.003
Open science0.0000.000
Research integrity0.0000.002
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 head0.831
GPT teacher head0.764
Teacher spread0.067 · 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