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Record W6940159329 · doi:10.6084/m9.figshare.c.6296042

Experiences of caregivers of community-dwelling older persons with moderate to advanced dementia in adapting the Namaste Care program: a qualitative descriptive study

2022· other· en· W6940159329 on OpenAlexaffabout

Bibliographic record

VenueFigshare · 2022
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicMycorrhizal Fungi and Plant Interactions
Canadian institutionsUniversity of WaterlooMcMaster University
Fundersnot available
KeywordsDementiaPsychosocialThematic analysisQualitative researchFamily caregiversQuality of life (healthcare)Descriptive statisticsDescriptive research

Abstract

fetched live from OpenAlex

Abstract Background Globally many older persons with dementia are living at home to maintain independence within the community. As older persons with dementia transition from early to moderate or advanced stages of dementia they require more support from family members and friends to complete their daily activities. Family and friend caregivers, however, often report a lack of preparation for their caregiving role. There are few psychosocial programs that can be delivered by caregivers of community-dwelling older persons with moderate to advanced dementia. Namaste Care is a psychosocial intervention, predominantly used in long-term care, to improve the quality of life of persons with advanced dementia. Namaste Care provides multisensory stimulation for persons with dementia through meaningful activities such as music, massage, aromatherapy, and nutrition. There have been limited attempts at adapting Namaste Care for use by caregivers in the community.There is a need to involve caregivers in adapting programs and understanding their experiences in research involvement so that strategies can be put in place for a positive experience. The purpose of this study is to explore the experiences of caregivers who participated in workshop sessions to adapt Namaste Care for community-dwelling older persons with moderate to advanced dementia. Methods A qualitative descriptive design was used. Six caregivers residing in Ontario, Canada attended virtual workshop sessions (i.e., by phone or videoconference) that were guided by the Strategy for Patient-Oriented Research (SPOR) Patient Engagement Framework. Caregivers completed individual post-workshop interviews. Experiential thematic analysis was used to analyze interviews and post-interview researcher notes. Results Key findings were that caregivers had a positive experience in adapting Namaste Care by learning how to improve their caregiving skills and being supported to engage in research through multiple facilitators such as flexible scheduling and an inclusive and respectful environment. Having designated time for discussions between caregivers was perceived as important to forming partnerships within the group to support co-creation of knowledge. Conclusion Findings support the need to improve caregiver research engagement processes by ensuring that caregivers can benefit through learning opportunities and discussions and empowering caregivers to value their contributions in adapting interventions.

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)0.009
metaresearch head score (Gemma)0.012
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 score0.039
Threshold uncertainty score0.078

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0090.005
Scholarly communication0.0030.003
Open science0.0020.005
Research integrity0.0010.003
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 head0.052
GPT teacher head0.295
Teacher spread0.243 · 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

Citations0
Published2022
Admission routes2
Has abstractyes

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