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Record W4408154576 · doi:10.1515/ijnes-2024-0074

Nurse educators’ experience in implementing concept-based curriculum: a phenomenology study

2025· article· en· W4408154576 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.

Bibliographic record

VenueInternational Journal of Nursing Education Scholarship · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsToronto Metropolitan UniversityUniversity of New Brunswick
Fundersnot available
KeywordsCurriculumPhenomenology (philosophy)Adaptation (eye)Resistance (ecology)Hermeneutic phenomenologyMedical educationNurse educatorNursingCurriculum developmentPsychologyPedagogyLived experienceMedicineNurse education

Abstract

fetched live from OpenAlex

OBJECTIVES: This study explores the experiences of nurse educators in Qatar implementing the Concept-Based Curriculum (CBC), identifying barriers and facilitators to improve strategies and support. METHODS: A phenomenological approach based on Van Manen was used. Data from semi-structured interviews with 18 nurse educators were transcribed and analyzed using Colaizzi's method with NVivo software. RESULTS: Three key themes emerged: Challenges in CBC Implementation, Institutional Support, and Practical Integration and Adaptation. Educators encountered obstacles such as insufficient training, transition difficulties, and resistance to change. However, strong leadership and collaboration eased the transition. Over time, resistance diminished as educators observed enhanced critical thinking and clinical judgment in students. CONCLUSIONS: Effective CBC implementation requires comprehensive training and strong institutional support. Continuous adaptation of teaching methods to meet diverse student needs is essential. These findings provide valuable insights for future curriculum reforms and emphasize the importance of strategic educational approaches to improve CBC outcomes.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.613
Threshold uncertainty score0.600

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.061
GPT teacher head0.495
Teacher spread0.434 · 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