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Record W4406498786 · doi:10.1097/ceh.0000000000000590

The Role of Reflection for Continuing Professional Development of In-Service Health Care Professionals: A Narrative Inquiry in Four Health Professions

2025· article· en· W4406498786 on OpenAlexafffund
Nicolás Fernández, Camila Aloísio Alves, Marilou Bélisle, Brigitte Vachon, Lechasseur Kathleen, Marie‐Ève Caty

Bibliographic record

VenueJournal of Continuing Education in the Health Professions · 2025
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsUniversité du Québec à Trois-RivièresUniversité LavalUniversité du Québec à MontréalUniversité de MontréalUniversité de Sherbrooke
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsNarrativeStorytellingPsychologyMedical educationHealth careProfessional developmentAutonomyReflective practiceMedicinePsychosocialScope of practiceNarrative inquiryNursingPedagogyPsychotherapist

Abstract

fetched live from OpenAlex

INTRODUCTION: Health care providers (HCPs) use reflection to intervene in complex, ambiguous clinical situations. Yet, there is scant evidence about the circumstances when HCPs use reflection and how they perceive reflection within their continuing professional development. We selected a narrative inquiry approach to study how HCPs perceive reflection's role in learning in four health professions. METHODS: We invited 26 health professionals to a narrative interview conducted by a student in one of the four selected professions: medicine, nursing, occupational therapy, and speech-language pathology. The narrative events that make up the stories were analyzed and interpreted using structural analysis based on the narratives' historic-empirical and psycho-semantic dimensions. RESULTS: Physicians told us that reflection bolsters their clinical performance and confidence. Nurses told us that reflection allowed them to develop resilience as they sought to integrate their work setting and gain autonomy. Occupational therapists spoke of how reflection spurred them to innovate and extend the scope of their practice to advocate for their patients' health better. Speech-language pathologists described how they reflect on "educating" other HCPs about their profession and enhancing their communication skills with patients. DISCUSSION: The communicative power of storytelling allowed us to fathom what is hard to describe in words: how reflection builds clinical and psychosocial skills and introspective capacity. Hence, findings provide empirical evidence of reflection's perceived role in maintaining professional skills that make HCPs effective in complex, ambiguous situations.

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)0.021
metaresearch head score (Gemma)0.028
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.028
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0100.017
Scholarly communication0.0100.009
Open science0.0020.008
Research integrity0.0030.004
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 head0.042
GPT teacher head0.460
Teacher spread0.418 · 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.

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

Citations2
Published2025
Admission routes2
Has abstractyes

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