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Record W2055345479 · doi:10.1177/1471301214523280

Caring for older people living alone with dementia: Healthcare professionals’ experiences

2014· article· en· W2055345479 on OpenAlexaffabout
Lorna de Witt, Jenny Ploeg

Bibliographic record

VenueDementia · 2014
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsMcMaster UniversityUniversity of Windsor
Fundersnot available
KeywordsDementiaHealth careQualitative researchNursingAgency (philosophy)PsychologyMedicineGerontologySociologyDiseasePolitical science

Abstract

fetched live from OpenAlex

Older adults living alone with dementia are at greater risk of placement in long-term care homes compared with those living with others. Healthcare professionals have vital roles in supporting them to continue living in the community. Yet, little is known about how healthcare professionals fulfill these roles and what their experiences are like. The study purpose was to describe health care professionals' experiences of caring for older people with dementia living alone. Using a qualitative descriptive approach and qualitative content analysis method, 15 healthcare professionals were interviewed in Ontario, Canada. The overall theme of the findings, doing the best we can for them, involved discussing sensitive care issues with what professionals viewed as gentle realism. Walking the tightrope expressed tensions in meeting professional responsibilities. Constraints (my hands are tied) and boundaries (it's not my job, it's not my decision) described perceived limitations on professional roles. Effects of the emotional struggle involved in working with these older people were lessened by believing I did the right thing. The findings have implications for what we could do better for older people with dementia living alone, through integration of person-centered/relationship-centered principles in education programs, community agency policies, a national dementia care strategy, and culture change in community 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)0.004
metaresearch head score (Gemma)0.010
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 score0.054
Threshold uncertainty score0.107

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0100.007
Scholarly communication0.0040.003
Open science0.0010.007
Research integrity0.0020.002
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 head0.025
GPT teacher head0.362
Teacher spread0.338 · 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

Citations58
Published2014
Admission routes2
Has abstractyes

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