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Record W2907848839 · doi:10.1080/13607863.2018.1531369

Using focus groups to explore caregiver transitions and needs after placement of family members living with dementia in 24-hour care homes

2018· article· en· W2907848839 on OpenAlexafffund
Laura Cottrell, Wendy Duggleby, Jenny Ploeg, Carrie McAiney, Shelley Peacock, Sunita Ghosh, Jayna Holroyd‐Leduc, Cheryl Nekolaichuk, Dorothy Forbes, Jillian Paragg, Jennifer Swindle

Bibliographic record

VenueAging & Mental Health · 2018
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsMcMaster UniversityUniversity of CalgaryUniversity of SaskatchewanUniversity of Alberta
FundersCanadian Frailty Network
KeywordsDementiaFocus groupThematic analysisFamily caregiversPsychologyIntervention (counseling)StressorQualitative researchGerontologyNursingMedicineClinical psychologySociologyDisease

Abstract

fetched live from OpenAlex

Objectives: Family caregivers (defined broadly as family and friends) of persons with dementia are challenged to cope with myriad stressors and changes that occur along the dementia trajectory. The purpose of this study was to explore the transitions experienced by caregivers of persons with dementia after their relative relocated to a 24-hour care home.Method: Qualitative thematic and conversational analysis were used: themes were co-created and modes of speech and syntactical patterns analysed to expose discourses related to caregiving after placement in 24-hour care homes.Results: Four main themes were co-constructed from the data analysis: living with loss, relinquishing, redefining the caregiving role, and rediscovering and recreating a new self.Discussion: Caregiving continues after placement of family members with dementia in 24-hour care homes. Caregivers are at-risk group and require ongoing support throughout the caregiving journey. Study participants reported that navigation skills such as relationship building, communication, and advocacy were particularly salient to the post-placement period, when navigating the complex health care environment was a significant obstacle. Ultimately, findings from these focus groups will be used to inform an online intervention to support caregivers of a family member with dementia residing in a 24-hour care home.

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)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.052
GPT teacher head0.372
Teacher spread0.321 · 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 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

Citations25
Published2018
Admission routes2
Has abstractyes

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