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Record W2107496335 · doi:10.1111/medu.12680

Reclaiming a theoretical orientation to reflection in medical education research: a critical narrative review

2015· review· en· W2107496335 on OpenAlexaff
Stella Ng, Elizabeth Anne Kinsella, Farah Friesen, Brian Hodges

Bibliographic record

VenueMedical Education · 2015
Typereview
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsThe Wilson CentreLondon Health Sciences CentreWomen's College HospitalUniversity of TorontoUniversity Health NetworkWestern UniversitySt. Michael's Hospital
Fundersnot available
KeywordsReflection (computer programming)PopularityCritical reflectionNarrativeEpistemologySociologyReflective practiceEngineering ethicsPedagogyPsychologyComputer sciencePhilosophySocial psychology

Abstract

fetched live from OpenAlex

CONTEXT: Reflection and reflective practice have become popular topics of scholarly dialogue in medical education. This popularity has given rise to checklists, portfolios and other tools to inspire and document reflection. We argue that some of the common ways in which reflection has been applied are influenced by broader discourses of assessment and evidence, and divorced from original theories of reflection and reflective practice. METHODS: This paper was developed using a critical narrative approach. First we present two theoretical lenses provided by theories of reflection. Next we present a summary of relevant literature, indexed in PubMed from 2004 to 2014, relating to the application of reflection or reflective practice to undergraduate and postgraduate medical education. We categorise these articles broadly by trends and problematise the trends relative to the two theoretical lenses of reflection. RESULTS: Two relevant theoretical orientations of reflection for medical education are: (i) reflection as epistemology of practice, and (ii) reflection as critical social inquiry. Three prevalent trends in the application of reflection to medical education are: (i) utilitarian applications of reflection; (ii) a focus on the self as the object of reflection, and (iii) reflection and assessment. These trends align with dominant epistemological positions in medicine, but not with those that underpin reflection. CONCLUSIONS: We argue for continued theorising of and theoretically informed applications of reflection, drawing upon epistemologies of practice and critical reflection as critical social inquiry. These directions offer medical education research broad and deep potential in theories of reflection, particularly in relation to knowledge creation within uncertain and complex situations, and challenging of dominant discourses and structures. Future work could explore how dominant epistemological positions and discourses in medicine influence theories from other disciplines when these theories are deployed in medical education.

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)0.114
metaresearch head score (Gemma)0.278
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.114
Threshold uncertainty score0.601

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1140.278
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0180.013
Science and technology studies0.0050.014
Scholarly communication0.0140.022
Open science0.0040.008
Research integrity0.0070.009
Insufficient payload (model declined to judge)0.0020.001

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 head0.154
GPT teacher head0.614
Teacher spread0.460 · 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 designTheoretical or conceptual
Domainnot available
GenreReview

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

Citations224
Published2015
Admission routes1
Has abstractyes

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