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Record W2733109380 · doi:10.1093/geroni/igx004.3422

ACTUAL VS. INTENDED USE OF THE PHYSICAL ENVIRONMENT IN DEMENTIA CARE SETTINGS: STAFF PERSPECTIVES

2017· article· en· W2733109380 on OpenAlexaffabout
H. B. S. Cooke, Habib Chaudhury

Bibliographic record

VenueInnovation in Aging · 2017
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsStaffingAutonomyDementiaNursingThematic analysisPsychologyParticipant observationScale (ratio)Quality (philosophy)Qualitative researchMedicineSociologyPolitical scienceDisease

Abstract

fetched live from OpenAlex

While person-centred care is increasingly viewed as synonymous with good quality dementia care, its widespread adoption and integration remains elusive. Consequently, there is a need for greater examination of the organizational structure of care provision and the experiences of Residential Care Aides (RCAs), who provide the majority of hands-on care. To date, the role of the physical environment in RCAs’ care practice has been overlooked in the empirical literature. As part of a larger ethnographic study exploring the influence of the physical and organizational care environment on care provision, in-depth interviews with 29 staff (21 RCAs, 3 LPNs, 5 managers) and more than 230 hours of participant observation were conducted in two Canadian nursing homes with specialized dementia units. Thematic analyses revealed a key disconnect between the physical environment as designed and as used by RCAs in their daily care practice. The first theme, ‘it’s more for looks’, illustrates how despite the presence of features considered central to care quality (e.g., small-scale, home-like environments, well-remunerated and trained staff, and high staffing ratios), opportunities for residents’ continuity of self, meaningful engagement, and support for functional abilities were limited. The second theme, ‘environment as control’, highlights how certain aspects of the physical environment were used to control behaviours of residents and staff and, in turn, limit their choice and autonomy. Findings highlight the importance of recognizing the interrelation between environmental design, supportive organizational policy, and institutional culture in effectively implementing a person-centred approach to dementia 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)0.024
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 score0.073
Threshold uncertainty score0.145

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.024
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.002
Science and technology studies0.0090.011
Scholarly communication0.0080.005
Open science0.0020.007
Research integrity0.0020.003
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 head0.043
GPT teacher head0.370
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 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
Published2017
Admission routes2
Has abstractyes

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