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Record W4385637886 · doi:10.1186/s12909-023-04561-1

Translating ‘dementia friends’ programme to undergraduate medical and nursing practice: a qualitative exploration

2023· article· en· W4385637886 on OpenAlexfundno aff
Stephanie Craig, Christine Brown Wilson, Gary Mitchell

Bibliographic record

VenueBMC Medical Education · 2023
Typearticle
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsnot available
FundersQueen's UniversityAlzheimer’s SocietyQueen's University BelfastAlzheimer's Society
KeywordsDementiaFacilitatorThematic analysisNursingCurriculumFocus groupMedical educationMedicinePsychologyQualitative researchPedagogySociology

Abstract

fetched live from OpenAlex

INTRODUCTION: Dementia awareness is a key priority of medical and nursing pre-registration education. The 'dementia friends' programme is an internationally recognised and accredited dementia awareness workshop that is led by a trained facilitator. While this programme has been associated with positive outcomes, few studies have examined how medical and nursing students apply their learning in practice after the workshop. The aim of his study was to explore how nursing and medical students apply the dementia friend's programme into practice when caring for people living with dementia. METHODS: Seven focus-group interviews were conducted with 36 nursing students and 14 medical students at one university in Northern Ireland (n = 50), following 'the dementia friends programme. Interview guides were co-designed alongside people living with dementia. Interviews were audio-recorded, transcribed verbatim and analysed using thematic analysis. Ethical approval was granted for this study. RESULTS: Four themes emerged: 'reframing dementia', which highlighted how the education had enabled students to actively empower and support people living with dementia in practice; 'dementia friendly design', which focused on how students had modified their clinical environments when providing care for people living with dementia, 'creative communication', which considered how students had used their education to adapt their verbal and non-verbal communication with people living with dementia and 'realities of advanced dementia' which contemplated how students believed their dementia education could be improved within their current curriculum. DISCUSSION: The Dementia Friends programme has actively supported nursing and medical students to improve the lives of people with dementia in their care through environmental adaptions and creative approaches to communication. This study provides an evidence base that supports the provision of 'a dementia friends programme to healthcare professional students. The study also highlights how this education can actively influence how nursing and medical students support people living with dementia in their practice in the months and years after 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)0.017
metaresearch head score (Gemma)0.018
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 score0.017
Threshold uncertainty score0.088

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0070.011
Scholarly communication0.0050.003
Open science0.0020.008
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0040.001

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 head0.095
GPT teacher head0.502
Teacher spread0.407 · 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
Published2023
Admission routes1
Has abstractyes

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