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Record W4405960140 · doi:10.1093/geroni/igae098.0456

THE CULTURE OF FAMILY CAREGIVING OF OLDER ADULTS AMONG AFRICAN AND AFRO-CARIBBEAN IMMIGRANTS TO THE US AND CANADA

2024· article· en· W4405960140 on OpenAlexaboutno aff
Cleopatra Kum, Lynn Warner, Islam M Banisalman, Maria Roche-Dean

Bibliographic record

VenueInnovation in Aging · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Aging, and Tourism Studies
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationAfro-CaribbeanGerontologyGender studiesSociologyHistoryMedicinePolitical science

Abstract

fetched live from OpenAlex

Abstract An increasing number of African and Afro-Caribbean immigrants to the United States and Canada are aging. Older adults are dealing with various health conditions, which makes them increasingly dependent on family members and friends for their health and social needs. The assistance they receive includes help with physical care, transportation, medication assistance, and emotional and social support, amongst others. Caregivers play a pivotal role in maintaining the health of older adults of African and Afro-Caribbean immigrants in the United States and Canada. However, very little is understood about the expectations and culture of family caregiving within this group. This study explores the culture of family caregiving of older adults amongst African and Afro-Caribbean immigrants in the United States and Canada. We conducted a scoping review of the literature with the assistance of two experienced health science librarians using CINAHL, PubMed, Embase, and OVID MEDLINE. Preliminary findings show that while some articles discussed aspects of family caregiving on the African continent, none were specific to family caregivers of older adults living in the United States and Canada. While it is important to understand the cultural implications of family caregiving within African communities, there are nuances of the African and Caribbean diaspora that have serious implications for the health of older adults. This study adds to our understanding of family caregiving among African and Afro-Caribbean immigrants. It points to a need for tailored intervention for supporting family caregivers within African and Afro-Caribbean immigrant communities.

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)0.022
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.226
Threshold uncertainty score0.455

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0090.016
Science and technology studies0.0050.002
Scholarly communication0.0070.003
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.007
GPT teacher head0.250
Teacher spread0.242 · 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
Published2024
Admission routes1
Has abstractyes

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