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Record W3117985623 · doi:10.1093/geroni/igaa057.3516

Working Conditions Supporting Person-Centered Care of Persons Living with Dementia in Long-Term Care Homes

2020· article· en· W3117985623 on OpenAlexaffabout
Marie Y. Savundranayagam, Susan Maureen Docherty-Skippen, Shalane Basque

Bibliographic record

VenueInnovation in Aging · 2020
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsWestern University
Fundersnot available
KeywordsDementiaLong-term careNursingFocus groupPsychologyMedicineDiseaseSociology

Abstract

fetched live from OpenAlex

Abstract The COVID-19 pandemic has underscored the importance of person-centered dementia care and working conditions that support such care in long-term care (LTC) home settings. Personal support workers (PSWs), known also as certified nursing assistants, provide the most direct formal care for persons living with dementia. However, little is known about the working conditions that enable person-centered care. Accordingly, the purpose of this study was to examine the working conditions and the impact of those conditions on PSWs in LTC homes. PSWs (N=39) employed at one of five LTC homes in southwestern Ontario, Canada participated in a series of one-hour focus groups before, during, and after Be-EPIC, a person-centred communication training program for formal caregivers of persons living with dementia. Using an interpretive description investigative framework, textual data from focus group conversation transcripts were open-coded into categories. Overarching themes were interpreted inductively. Study credibility was enhanced through investigator triangulation. Three themes emerged related to working conditions of PSWs: dementia care is complex, lack of trained staff to provide person-centered dementia care, and residents’ families are not situated in the residents’ care circle. Four themes emerged related to the impact of current working conditions of PSWs: occupational burnout, poor resident care, frustrated and disengaged families, and PSWs leave their role. The findings offer opportunities for employers to ameliorate working conditions to support person-centered care. We conclude with specific workplace recommendations that respond to the complexity of dementia care and the associated occupational stresses PSWs experience in the current LTC environment.

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)0.005
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.039
Threshold uncertainty score0.078

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.004
Scholarly communication0.0030.001
Open science0.0010.004
Research integrity0.0010.001
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 head0.060
GPT teacher head0.369
Teacher spread0.310 · 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 designObservational
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

Citations0
Published2020
Admission routes2
Has abstractyes

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