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Record W2483140551 · doi:10.1111/opn.12125

Dying and death within the culture of long‐term care facilities in Canada

2016· article· en· W2483140551 on OpenAlexaffabout
Beryl E. Cable-Williams, Donna M. Wilson

Bibliographic record

VenueInternational Journal of Older People Nursing · 2016
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsUniversity of AlbertaTrent UniversityFleming College
FundersDivision of Human Resource Development
KeywordsPalliative careAcknowledgementLong-term careNursingMedicineFamily medicinePsychology

Abstract

fetched live from OpenAlex

AIM AND OBJECTIVE: To identify the influence of the culture in Canadian long-term care facilities on the awareness of impending death and initiation of a palliative approach to care for residents aged 85 years and older. BACKGROUND: Many long-term care residents die after long, dwindling dying trajectories, yet palliative care is often not provided until within a few hours or days of death. DESIGN: Focused ethnography. METHODS: Data were collected in three long-term care facilities in south-central Ontario, Canada, through interviews with residents, family members and staff members, observation, artefact review and a focus group. Data were analysed using a constant comparative technique. RESULTS: Four cultural influences on the awareness of impending death and consequent initiation of a palliative approach to care were identified: (i) the care demands in long-term care facilities and the resources available to meet these demands; (ii) the belief that long-term care facilities are for living; (iii) the belief that no one should die in pain; and (iv) the belief that no one should die alone. CONCLUSIONS: Commonly held beliefs about the role of long-term care facilities and what is viewed as acceptable care in them mediated the acknowledgement of dying. Late initiation of palliative care was the consequence. In addition, the contextual factors of a low staff-to-resident ratio and reduced staff preparation for palliative care were also influential for a delayed response to dying. IMPLICATIONS FOR PRACTICE: Because strongly held long-term care cultural beliefs underlie care, more timely palliative care for long-term care residents is likely to require the development of an understanding that living and dying are not dichotomous, but rather unfold together from admission until death. Enhanced staff-to-resident ratios and staff training on palliative care will also be necessary to permit long-term care facility staff to focus beyond the currently expected day-to-day care of living residents to provide high-quality end-of-life care throughout the often protracted decline to death for residents of long-term care facilities.

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)0.003
metaresearch head score (Gemma)0.008
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 score0.103
Threshold uncertainty score0.745

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0200.010
Scholarly communication0.0040.001
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.023
GPT teacher head0.351
Teacher spread0.328 · 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

Citations28
Published2016
Admission routes2
Has abstractyes

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