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Record W4401968512 · doi:10.1080/03601277.2024.2396649

Translating relational theories into dementia care using research-informed drama

2024· article· en· W4401968512 on OpenAlexafffund
Sherry L. Dupuis, Pia Kontos, Christine Jonas‐Simpson, Julia Gray

Bibliographic record

VenueEducational Gerontology · 2024
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsUniversity of TorontoUniversity Health NetworkThe Scarborough HospitalYork UniversityToronto Rehabilitation InstituteUniversity of Waterloo
FundersCanadian Institutes of Health ResearchAlzheimer Society
KeywordsDementiaDramaPsychologyNursingMedicineDiseaseVisual arts

Abstract

fetched live from OpenAlex

Culture change initiatives in older adult and dementia care have called for a new care paradigm informed by a relational ontology and relational theories. Yet translating these humanizing principles into practice has proven difficult; traditional approaches to knowledge translation have not had a sustained impact. One of the most significant impediments to transforming the culture of care has been the lack of understanding of what it means to be and act relational in practice. A growing body of research is demonstrating the potential of critical arts-based inquiry/pedagogy (CABI/P) for translating theory in accessible and relevant ways for diverse audiences and for shifting images, understandings and actions in healthcare in more effective ways. As part of a larger longitudinal project, this paper explores the immediate impacts of a research-informed drama called ‘Cracked: new light on dementia,’ and how it might enhance understandings of relational caring for staff working in long-term care (LTC) homes. Data from post-performance focus group/interview discussions with staff working in two different LTC settings point to the effectiveness of Cracked in translating key principles of relational theories into older adult and dementia care and the possibilities of CABI/P in gerontological education more broadly. Although organizational and broader system change is needed to achieve sustained impact of relational caring practices, CABI/P, such as Cracked, has the potential to expose and challenge entrenched assumptions, policies, practices, and to imagine and effect more compassionate, humane, and equitable care.

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)0.020
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: none
Teacher disagreement score0.017
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.020
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0080.037
Scholarly communication0.0130.014
Open science0.0030.019
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0080.001

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 head0.119
GPT teacher head0.462
Teacher spread0.343 · 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

Citations6
Published2024
Admission routes2
Has abstractyes

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