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Record W4414697678 · doi:10.54393/nrs.v5i3.76

Examining Clinical Instructors' Understanding, Perspectives, and Implementation of Evidence-Based Practice (EBP): A Multi-Institutional Study

2025· article· en· W4414697678 on OpenAlexaff
Tahira Yasmin, Tasleem Kausar, Fazeelat Anwar

Bibliographic record

VenueNURSEARCHER (Journal of Nursing & Midwifery Sciences) · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealth Sciences Research and Education
Canadian institutionsContinental (Canada)
Fundersnot available
KeywordsDescriptive statisticsClinical PracticeQuality (philosophy)Health carePatient careNursing practiceDescriptive researchData collection

Abstract

fetched live from OpenAlex

The adoption of evidence-based practice in healthcare has gathered significant appreciation across disciplines, aiming to improve patient care outcomes. In nursing, the primary objective is to deliver safe and standardized care by integrating evidence-based practice into clinical decision-making. Consequently, nursing educators must equip future nurses with the skills to decrease mortality rates and enhance patients' quality of life through the utilization of the best available evidence. Objectives: To assess the understanding, perspectives, and implementation of evidence-based practice among clinical instructors across five nursing educational institutes. Methods: A descriptive cross-sectional design was employed for this study. A total of 110 clinical instructors from both public and private sector educational institutes were recruited using convenience sampling. Participants completed a structured self-administered questionnaire, and data were measured using descriptive and inferential statistics in SPSS (Version 23.0). Results: Clinical instructors possessing master's degrees demonstrated a good understanding of evidence-based practice steps and their application. On the other hand, no significant differences (p-value>0.05) were received in overall perspectives towards evidence-based practice based on gender, qualification, and experience. Conclusions: It was concluded that clinical instructors with master's degrees demonstrated favourable perspectives and practices towards evidence-based practice. Female showed higher knowledge scores, while male excelled in perspectives and implementation.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.994
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.775
GPT teacher head0.676
Teacher spread0.099 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designObservational
DomainMethods
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
Published2025
Admission routes1
Has abstractyes

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