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Record W4416375859 · doi:10.1177/14713012251398970

<i>“You Have to Be There”</i> : Emotional Labor, Cultural Ethics, and the Realities of Black Families of people with Dementia in Canada During COVID-19

2025· article· en· W4416375859 on OpenAlexaffabout
Ngozi Iroanyah, Ingrid Waldron, Lydia Kapiriri, Manuel Sánchez de Miguél, Sadaf Murad‐Kassam, Letebrhan Ferrow, Oluwagbemiga Oyinlola

Bibliographic record

VenueDementia · 2025
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsMcGill UniversityImpactMcMaster UniversityUniversity of AlbertaAlzheimer Society of Canada
Fundersnot available
KeywordsDementiaReflexivityPsychological resilienceQualitative researchHealth careEmpirical researchAfrican descentCultural diversity

Abstract

fetched live from OpenAlex

report. Despite this forecast, there remains a significant empirical gap regarding the lived realities of Black individuals with dementia and their care partners. This study addresses that gap by exploring the everyday realities of dementia care within Black communities in the Greater Toronto and Hamilton Area, particularly during the COVID-19 pandemic. Utilizing a qualitative interpretive lens, the study purposively sampled 24 participants (12 older adults with moderate dementia and their 12 care partners) for in-depth, dyadic interviews. Data were analyzed thematically using a reflexive lens. Findings indicate that care partners, whether care partners or healthcare professionals, take on extensive responsibilities in decision-making, daily care provision, and emotional support, which are shaped by pre-existing systemic inequities, including exposure to racial discrimination, and inadequate access to culturally responsive services. The pandemic further intensified these stressors, yet participants demonstrated resilience by drawing on communal resources and informal networks. The findings revealed that care-partners of people with dementia operate within a system that both relies on and marginalizes their labour. Yet, care-partners resisted these exclusions through collective resilience and community-based strategies. This study advocates for improving equitable access to services, reducing systemic barriers that delay recognision, and acknowledging the essential contributions of Black care-partners in Canadian caregiving framework.

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 score0.137
Threshold uncertainty score0.332

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.028
GPT teacher head0.343
Teacher spread0.315 · 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
Published2025
Admission routes2
Has abstractyes

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