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Record W4413162381 · doi:10.1016/j.ssmqr.2025.100620

Transforming long-term care: Understanding relationship-centered care practices in ethno-specific context

2025· article· en· W4413162381 on OpenAlexafffundabout
Shreemouna Gurung, Habib Chaudhury, Pia Kontos, Atiya Mahmood, Deborah A. O’Connor

Bibliographic record

VenueSSM - Qualitative Research in Health · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIntergenerational Family Dynamics and Caregiving
Canadian institutionsToronto Rehabilitation InstituteUniversity of British ColumbiaUniversity Health NetworkSimon Fraser University
FundersAlzheimer Society of B.C.Social Sciences and Humanities Research Council of Canada
KeywordsContext (archaeology)Term (time)Long-term careSociologyPsychologyNursingMedicineGeography

Abstract

fetched live from OpenAlex

Culturally responsive care is essential to meaningful relationship-building in long-term care (LTC) settings, yet there is limited understanding of how Relationship-Centered Care (RCC) is interpreted and enacted in contexts shaped by shared cultural frameworks. This critical ethnographic study examines how RCC practices unfolded within an ethno-specific LTC home serving predominantly Chinese older adults in Vancouver, drawing on document review, participant observation, and interviews with residents, families, and staff. Four key themes were identified: (1) Caring like family (i.e., building trust through kinship-based language and emotional familiarity); (2) Honoring roots (i.e., integrating residents’ cultural identities into care); (3) Recreation and celebrations (i.e., fostering belonging through culturally meaningful activities); and (4) Collaboration as the heart of care (i.e., reinforcing reciprocity through resident-family-staff partnerships). These findings illustrate how culturally grounded practices shape the interpretation and enactment of RCC in everyday care. Future research should explore how RCC operates in more culturally heterogeneous settings and use inclusive methods to amplify the voices of diverse residents. • Grounding RCC in cultural context supports identity, belonging, and emotional well-being in LTC. • Care practices rooted in shared language, culture, and embodied communication strengthens trust and connection. • Culturally grounded recreation and celebrations serve as vital spaces for inclusion, joy, and community-making. • Relational care is co-constructed through collaboration among residents, families, and culturally attuned staff. • RCC is a dynamic and culturally situated practice with implications for LTC policy and practice.

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)0.011
metaresearch head score (Gemma)0.010
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 score0.059
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0130.021
Scholarly communication0.0090.011
Open science0.0020.009
Research integrity0.0020.003
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 head0.508
GPT teacher head0.611
Teacher spread0.103 · 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
Published2025
Admission routes3
Has abstractyes

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