MétaCan
Menu
Back to cohort
Record W7009780708

“Even if we want help, there is no help”: Exploring Perceptions and Barriers in Home Care Services within the South Asian Communities

2024· dissertation· en· W7009780708 on OpenAlexaffabout

Bibliographic record

VenueUWSpace (University of Waterloo) · 2024
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicScarabaeidae Beetle Taxonomy and Biogeography
Canadian institutionsRegional Municipality of Waterloo
Fundersnot available
KeywordsEthnic groupExploratory researchImmigrationQualitative researchCultural diversityDiversity (politics)Health care
DOInot available

Abstract

fetched live from OpenAlex

Abstract \nBackground: In Canada, the demand for home care services continues to increase due to the ongoing growth of the aging population. This aging population is marked not only by the increase in the number of older adults but also by its significant diversity (National Advisory Council on Aging, 2005). There is a growing need to address disparities in the utilization of home care services among immigrant older adults (Wellesley Institute, 2016). Despite the importance of home care services, little is known about how ethnic minorities perceive home care services in Ontario, specifically South Asian communities – who are the largest minority in Canada. Therefore, recognizing this overarching context, my research aimed to explore South Asian communities’ nuanced perceptions about home care services in Ontario, barriers they face when accessing these services and recommendations on how home care services in Ontario can be structured to address their unique needs. \nSpecific Aims: The study aimed to explore South Asian communities' nuanced perceptions about home care services in Ontario and the barriers they experience when they access home care services. Additionally, it sought recommendations from these communities on how to enhance home care services for older adults, aiming to improve the provision of culturally aligned home care services for South Asian communities in Ontario. \nMethods: This study employed an exploratory qualitative research design to investigate the nuanced perceptions about home care services in Ontario, barriers they face when accessing these services and recommendations on how home care services in Ontario can be structured to address their unique needs. Thirteen participants, including seven care partners, three South Asian older adults, and three social workers who engaged with South Asian older adults, contributed to the study. A Reflexive Thematic Analysis was utilized to engage with the data and generate themes for the study. This method facilitated a rigorous and reflexive examination of participants' narratives, enhancing the depth and richness of the study findings. \nResults: The participants emphasized a significant demand for home care services within South Asian communities. In shedding light on the barriers faced by these communities in accessing home care services, various challenges experienced by care partners and older adults in Ontario were revealed. The findings also revealed the impact of duration of residency in Canada on openness to formal home care, the presence of stigma hindering care-seeking, and a lack of awareness about available home care services. Evolving gender roles and care partner burdens were discussed, emphasizing the necessity of culturally tailored support services. Preferences for culturally competent and humble care, language concordance, and alignment with care providers' gender and ethnicity emerged as significant themes. Additionally, the study participants offered valuable recommendations to improve home care services for South Asian communities. These suggestions, ranging from enhancing accessibility to customizing services, aim to align with the cultural needs of the South Asian communities. \nDiscussion: The study reinforced the notion that the South Asian communities are a diverse and heterogeneous group. Perceptions of home care services differed based on the extent of Western cultural adaptation and lived experiences. The research also underscored that while the general population faces obstacles in accessing home care, these challenges are more pronounced within the South Asian communities due to factors like cultural expectations, language barriers, and financial constraints. Additionally, it highlighted the need for culturally tailored home care services to meet the specific needs of an increasingly diverse aging population. \nConclusion: This study significantly contributed to ethnogerontological knowledge by examining South Asian communities' nuanced perceptions about home care services in Ontario, barriers they face when accessing these services and recommendations on how home care services in Ontario can be structured to address their unique needs. Recommendations included targeted awareness strategies and culturally sensitive services for South Asian communities. The study advocated for a holistic home care model, patient-centered care, and cautioning against reliance on cultural stereotypes. Future research suggestions included exploring perceptions among recent immigrants, those with dementia, and an intersectional analysis. Additionally, investigating cultural factors like filial piety and their impact on long-term care decisions within the South Asian communities is recommended.

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)0.006
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 score0.616
Threshold uncertainty score0.772

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0110.007
Scholarly communication0.0030.003
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.177
Teacher spread0.163 · 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 routes2
Has abstractyes

Explore more

Same venueUWSpace (University of Waterloo)Same topicScarabaeidae Beetle Taxonomy and BiogeographyFrench-language works237,207