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Record W4405961466 · doi:10.1093/geroni/igae098.2132

EXPLORING MEALTIME EXPERIENCES OF FAMILIES LIVING WITH DEMENTIA IN LONG-TERM CARE: A GROUNDED THEORY STUDY

2024· article· en· W4405961466 on OpenAlexaffabout
Heather Alford, Allison Cammer, Heather Ward, Jason Perepelkin

Bibliographic record

VenueInnovation in Aging · 2024
Typearticle
Languageen
FieldNursing
TopicNutrition, Health and Food Behavior
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsGrounded theoryDementiaTerm (time)Long-term carePsychologyGerontologyDevelopmental psychologyMedicinePsychiatrySociologyQualitative researchAnthropologyDiseasePhysics

Abstract

fetched live from OpenAlex

Abstract Relationship-centered mealtime interventions improve staff-resident relationships and reduce the risk of malnutrition for residents living in long-term care settings. Less is known about the nature, goals, or outcomes of family-resident relationships at mealtimes, particularly for residents living with dementia. This constructivist grounded theory study aimed to explore what is needed to support meaningful family relationships and engagement at mealtimes with residents living with dementia in long-term care homes. Individual interviews were conducted with 13 family caregivers of people living with dementia in long-term care homes in a Western Canadian province. Interviews were recorded, transcribed verbatim, and analyzed using constant-comparison method. Three themes characterized family member participants’ experiences of mealtimes: 1) Changing Ways of Connecting, 2) Nutrition as a Reflection of Dementia Progression, and 3) Adjusting Expectations. Mealtimes are important opportunities for supporting family-resident connection and can facilitate ‘acceptance’ of the illness trajectory in dementia among caregivers. By conceptualizing their mealtime involvement, this study advances understanding of the essentiality of family caregivers for enhancing relationship-centered practices in long-term care settings. By explicating the structure, function, and experience of family involvement in nutritional care, this study addresses the current gap in understanding of how families living with dementia build and preserve relationships through nutritional care and dining.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.049
Threshold uncertainty score0.476

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.061
GPT teacher head0.336
Teacher spread0.275 · 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 teacher head, 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
Published2024
Admission routes2
Has abstractyes

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